{"meta":{"query_hash":"5c328289077d","filters":{"topic":"Disaster Management and Resilience"},"cohort_total":1725,"direct_labels_cover":2,"predictions_cover":1725,"exported":1725,"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/5c328289077d","api":"https://metacan.xera.ac/api/v1/cohort?topic=Disaster+Management+and+Resilience"},"results":[{"id":"W103308377","doi":"10.1007/978-0-387-32353-4_32","title":"Disasters Ever More? Reducing U.S. Vulnerabilities","year":2007,"lang":"en","type":"book-chapter","venue":"Handbooks of sociology and social research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Terrorism; Unintended consequences; Business; Hazardous waste; Quarter (Canadian coin); Computer security; Engineering; Political science; Geography; Computer science; Law; Waste management","score_opus":0.17192938637455468,"score_gpt":0.43932176364436865,"score_spread":0.26739237726981396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W103308377","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019433284,0.0017366437,0.000017879134,0.0015481386,0.00028022655,0.00045576456,0.00001632929,0.000035532295,0.9764762],"genre_scores_gemma":[0.19019254,0.0014514576,0.000052915733,0.00013981797,0.0008236396,0.000014903716,0.00001464341,0.000032662643,0.80727744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970565,0.0003649296,0.00038192712,0.0004757446,0.00096719514,0.00075369136],"domain_scores_gemma":[0.99816555,0.0010128049,0.00016053725,0.00018312004,0.00035366428,0.00012433618],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0042507313,0.00022013746,0.0005012824,0.00033664776,0.00190697,0.000053974116,0.0004558866,0.00094436255,0.00047946468],"category_scores_gemma":[0.00021065956,0.00021246567,0.00017478399,0.00004325715,0.017668061,0.00011611891,0.00032095105,0.0010300786,0.00003599969],"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":[0.00007388339,0.000018403916,0.000119045835,0.00014546933,0.00009835796,0.0000109346665,0.1685462,2.830202e-7,0.000024383182,0.8120557,0.004926139,0.013981226],"study_design_scores_gemma":[0.0005951414,0.00022892351,0.0006009399,0.00039814226,0.00008347615,7.929081e-7,0.13354799,0.0000024865467,0.00003526939,0.3977137,0.466158,0.00063515746],"about_ca_topic_score_codex":0.0005973125,"about_ca_topic_score_gemma":0.00040027656,"teacher_disagreement_score":0.46123186,"about_ca_system_score_codex":0.00014987188,"about_ca_system_score_gemma":0.00033935555,"threshold_uncertainty_score":0.9993924},"labels":[],"label_agreement":null},{"id":"W103624502","doi":"","title":"The Production of Unequal Vulnerability to Flood Hazards in Metro Vancouver, Canada","year":2014,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Vulnerability (computing); Production (economics); Geography; Environmental planning; Water resource management; Environmental science; Computer science; Economics; Computer security; Archaeology","score_opus":0.04642945397003146,"score_gpt":0.3125231511179451,"score_spread":0.26609369714791364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W103624502","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":[0.9948053,0.000015469255,0.00013448941,0.00090024294,0.0017523451,0.0003770173,0.0000033919619,0.000034030494,0.0019777222],"genre_scores_gemma":[0.9896177,0.000012843089,0.000014488829,0.00010159921,0.00009821187,0.0000015454058,0.0000010595908,0.000009096617,0.010143447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974401,0.0007684485,0.0002412961,0.00040631436,0.00069816306,0.00044570753],"domain_scores_gemma":[0.99887806,0.00020837165,0.00013606384,0.0004426907,0.00015957547,0.00017523073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017206,0.00014845734,0.00020700725,0.00020062977,0.0005245026,0.00011161424,0.0009375454,0.00007181029,0.0000086780465],"category_scores_gemma":[0.00058313756,0.00013353041,0.000055670673,0.00096437795,0.00022944566,0.00061327766,0.0002374439,0.00024080256,0.00000986065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005924866,0.000046794907,0.99385166,0.000021467858,0.000014475196,0.0000072421713,0.0012366098,0.00024602065,0.00005230718,0.0007809495,0.000022302416,0.0036608984],"study_design_scores_gemma":[0.00034716626,0.000082724306,0.9460051,0.00007951705,0.000028311446,7.681412e-8,0.01074619,7.996878e-7,0.0005761664,0.00026792195,0.041615605,0.0002503864],"about_ca_topic_score_codex":0.026626917,"about_ca_topic_score_gemma":0.9966658,"teacher_disagreement_score":0.97003883,"about_ca_system_score_codex":0.00044970692,"about_ca_system_score_gemma":0.00040981182,"threshold_uncertainty_score":0.9798549},"labels":[],"label_agreement":null},{"id":"W1039975638","doi":"10.1007/978-3-642-11474-8_6","title":"Disaster Risk Management in China","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Flood myth; Geography; China; Natural disaster; Population; Ancient history; History; Archaeology; Demography; Sociology; Meteorology","score_opus":0.009822224079028852,"score_gpt":0.26107244729814416,"score_spread":0.25125022321911533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1039975638","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031428668,0.0000612551,0.000074216485,0.0003401969,0.00068000075,0.0005188664,0.0000037359978,0.000070977374,0.9979365],"genre_scores_gemma":[0.0058149765,0.0013576846,0.00050904375,0.00011755656,0.00022261325,0.000011052857,0.0000054128877,0.00002309558,0.9919386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985164,0.000028684473,0.00023209689,0.00039138645,0.0005016103,0.00032986366],"domain_scores_gemma":[0.99941397,0.00002196298,0.00012204818,0.00033823636,0.000012873334,0.000090905865],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040729117,0.00021269903,0.00020021628,0.00021453206,0.00021052311,0.00012993094,0.00056350476,0.0002477329,0.007245342],"category_scores_gemma":[0.000008250882,0.00018054219,0.00010500042,0.000049709026,0.00036663548,0.00014581895,0.00023573273,0.00042396862,0.0011487551],"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":[0.000005106722,0.000020523004,0.0001981099,0.000018373668,0.000030893687,0.000031433196,0.0030866852,0.0000010928271,2.2937411e-7,0.9237749,0.0031746833,0.06965797],"study_design_scores_gemma":[0.00013173751,0.000008532149,0.0009698336,0.000047047786,0.000035224868,6.685542e-8,0.0007758491,0.0000023826049,2.6389736e-7,0.109603606,0.8881771,0.00024833248],"about_ca_topic_score_codex":0.0006553536,"about_ca_topic_score_gemma":0.01684127,"teacher_disagreement_score":0.88500243,"about_ca_system_score_codex":0.00005092075,"about_ca_system_score_gemma":0.000019280506,"threshold_uncertainty_score":0.99962896},"labels":[],"label_agreement":null},{"id":"W108525538","doi":"","title":"Research Worth Doing Badly? Polling in the Aftermath of a Catastrophe","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Natural disaster; Public opinion; Politics; Public administration; Hurricane katrina; Political science; Storm surge; Opinion poll; Storm; Presentation (obstetrics); History; Law; Geography; Meteorology","score_opus":0.021071520549325005,"score_gpt":0.3559059432550118,"score_spread":0.3348344227056868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W108525538","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":[0.94318056,0.001980078,0.0010496198,0.0048667504,0.00007714408,0.00020034258,3.5438842e-7,0.00000904236,0.048636083],"genre_scores_gemma":[0.996743,0.001977298,0.00006174601,0.000074002855,0.00018726014,0.0000015938886,2.7042356e-7,0.0000029716152,0.0009518624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9967983,0.00046732422,0.00019649472,0.00010670607,0.00072609884,0.0017050918],"domain_scores_gemma":[0.99963284,0.00007867968,0.00007475344,0.00012039566,0.000054993085,0.000038318965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008086371,0.000057961613,0.000089046065,0.00018841302,0.00045192428,0.00011697499,0.00070583966,0.000030024574,0.0000142223735],"category_scores_gemma":[0.00005401166,0.0000390448,0.000050827257,0.0007130157,0.00015856625,0.00023518394,0.000024208271,0.0011688696,0.000007744496],"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":[0.000055847442,0.00014937481,0.0049138293,0.0000048090637,0.000018896562,0.000018932553,0.02901412,0.00010021623,0.00024436027,0.8537402,0.00022218184,0.11151722],"study_design_scores_gemma":[0.000984549,0.0007758725,0.035087395,0.00021501415,0.000026448743,0.000052736912,0.53935194,0.00007805165,0.000035928326,0.39537358,0.027727636,0.00029085018],"about_ca_topic_score_codex":0.00046638475,"about_ca_topic_score_gemma":0.0068993303,"teacher_disagreement_score":0.5103378,"about_ca_system_score_codex":0.00029554294,"about_ca_system_score_gemma":0.0009992887,"threshold_uncertainty_score":0.50782216},"labels":[],"label_agreement":null},{"id":"W1119628976","doi":"10.1016/j.ijdrr.2015.08.007","title":"Emergency preparedness amongst university students","year":2015,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Preparedness; Emergency management; Limiting; Disaster preparedness; Psychology; Medical emergency; Medicine; Medical education; Political science; Engineering","score_opus":0.025164522426379687,"score_gpt":0.3345563785888443,"score_spread":0.3093918561624646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1119628976","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":[0.9702846,0.000050931576,0.00093514135,0.00045863155,0.0076457523,0.00007365947,0.0000034794502,0.000014214044,0.020533588],"genre_scores_gemma":[0.98974854,0.00041697428,0.00012303033,0.0000049039445,0.00097458914,2.799341e-7,0.00000161494,0.00000436998,0.008725699],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9982366,0.0001960697,0.0002386324,0.0001059507,0.0011064246,0.0001163345],"domain_scores_gemma":[0.9987247,0.000008677884,0.00041458904,0.00007112423,0.00063937873,0.00014155387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066990027,0.00006465464,0.000084688465,0.0001700539,0.000106379906,0.00008930599,0.00075362454,0.000035895995,0.00012482335],"category_scores_gemma":[0.00011852844,0.000060209957,0.00008693371,0.0001590052,0.00011954809,0.0009966618,0.00009143526,0.000103592334,0.000032732394],"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":[0.0012930826,0.0014329805,0.47582245,0.000010098205,0.00089820643,0.00014596667,0.3450225,0.0013635327,0.00020737125,0.007009648,0.090974,0.075820155],"study_design_scores_gemma":[0.0024493015,0.00026508173,0.03753252,0.00010592433,0.00019581059,0.00004494726,0.63296,0.000052824646,0.000057039113,0.006178122,0.3198121,0.0003463025],"about_ca_topic_score_codex":0.00034705875,"about_ca_topic_score_gemma":0.00016291282,"teacher_disagreement_score":0.43828994,"about_ca_system_score_codex":0.00026149867,"about_ca_system_score_gemma":0.000101549995,"threshold_uncertainty_score":0.24552909},"labels":[],"label_agreement":null},{"id":"W1143816795","doi":"10.1177/028072701403200103","title":"Putting it All Together: Integrating Ordinary People into Emergency Response","year":2014,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Emergency response; Disaster response; Emergency management; Scale (ratio); Public relations; Business; Political science; Medicine; Medical emergency; Law; Geography","score_opus":0.016867658911207898,"score_gpt":0.32805151696258317,"score_spread":0.3111838580513753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1143816795","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":[0.9037255,0.00020369668,0.017992543,0.028083306,0.009561555,0.00016192162,0.000003091895,0.00004640649,0.040221956],"genre_scores_gemma":[0.98926353,0.000322385,0.0038130928,0.00041184676,0.0010400013,0.000005390514,0.0000028777713,0.000021079915,0.0051197624],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964711,0.0006289473,0.00086995383,0.00023392547,0.0014090115,0.00038707972],"domain_scores_gemma":[0.9980579,0.00027662574,0.00069261657,0.00016845006,0.0006058232,0.00019857472],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030808924,0.00019852667,0.00025171225,0.00032397156,0.0002846248,0.00015475176,0.0014903613,0.00007423549,0.0011210899],"category_scores_gemma":[0.0017507225,0.00017271725,0.00028211996,0.00030334547,0.0001713192,0.00088349706,0.00018427514,0.00023047418,0.00006031707],"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":[0.0028373278,0.00076595147,0.12066206,0.000111262976,0.0017951749,0.00018205614,0.44045419,0.0030461394,0.049470752,0.07195395,0.12809657,0.18062457],"study_design_scores_gemma":[0.0008913231,0.00045596028,0.007636126,0.00029744062,0.000117967465,0.000019079565,0.1742126,0.0014504114,0.00028678347,0.0150870215,0.7989481,0.0005971607],"about_ca_topic_score_codex":0.00041660486,"about_ca_topic_score_gemma":0.0014601427,"teacher_disagreement_score":0.6708516,"about_ca_system_score_codex":0.00020935411,"about_ca_system_score_gemma":0.00011686853,"threshold_uncertainty_score":0.99979204},"labels":[],"label_agreement":null},{"id":"W116483361","doi":"10.5751/es-02232-130103","title":"Communication Management and Trust: Their Role in Building Resilience to \"Surprises\" Such As Natural Disasters, Pandemic Flu, and Terrorism","year":2008,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":264,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Resilience (materials science); Pandemic; Terrorism; Natural disaster; Bird flu; Coronavirus disease 2019 (COVID-19); Environmental resource management; Psychological resilience; Emergency management; Political science; Environmental ethics; Geography; Medicine; Virology; Psychology; Economics; Influenza A virus subtype H5N1; Law; Social psychology","score_opus":0.009836777874638799,"score_gpt":0.2713305768298529,"score_spread":0.2614937989552141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W116483361","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":[0.9919219,0.0009148199,0.000022681023,0.001068734,0.000085007356,0.00029356056,8.0289755e-7,0.000025426407,0.00566709],"genre_scores_gemma":[0.9914667,0.0041525043,0.0006731959,0.0006040916,0.00002009408,0.00002195466,0.000001562803,0.000003875961,0.003056018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909127,0.00014302,0.0001328206,0.0002636297,0.00010309193,0.00026617688],"domain_scores_gemma":[0.9996195,0.000119157026,0.000041074793,0.00013028865,0.000012637063,0.0000773478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005157376,0.00009498083,0.00013457127,0.000039090584,0.00077647745,0.00004169354,0.00019698289,0.000093681,0.00001086259],"category_scores_gemma":[0.00002655254,0.00008491731,0.000024768031,0.00016367093,0.0006733707,0.00022513892,0.00028166096,0.00014913567,0.0000026023108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021370872,0.000048728114,0.80160975,0.00002178122,0.000027442822,0.000006152137,0.18166232,0.000010184087,0.00012956567,0.006814442,0.00108536,0.008562885],"study_design_scores_gemma":[0.0003524915,0.000036082398,0.8969941,0.000020718686,0.0000092176815,0.0000042519255,0.09349128,0.00019678437,0.000007685014,0.002385785,0.0063669346,0.00013467063],"about_ca_topic_score_codex":0.00029396854,"about_ca_topic_score_gemma":0.0010354206,"teacher_disagreement_score":0.09538432,"about_ca_system_score_codex":0.00004369147,"about_ca_system_score_gemma":0.000016982749,"threshold_uncertainty_score":0.59721154},"labels":[],"label_agreement":null},{"id":"W1177070355","doi":"10.5055/jem.2015.0247","title":"A whole community approach to emergency management: Strategies and best practices of seven community programs","year":2015,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"National Institutes of Health","keywords":"Emergency management; Best practice; Environmental planning; Business; Computer science; Operations management; Engineering; Environmental science; Political science","score_opus":0.19298131981521233,"score_gpt":0.4012308450700146,"score_spread":0.20824952525480228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1177070355","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":[0.42116746,0.00053720945,0.0015295206,0.0008192853,0.0009969422,0.00086280255,0.0000023753137,0.000027154389,0.5740572],"genre_scores_gemma":[0.9797333,0.0025555852,0.0046851747,0.000028667597,0.00013240361,0.00003112202,0.0000052966216,0.000018669547,0.012809812],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9960639,0.0013249941,0.0009093,0.0001707929,0.0011081666,0.00042284318],"domain_scores_gemma":[0.99747276,0.00003248637,0.0012532327,0.0005106779,0.00039239728,0.00033846815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005284438,0.00022652822,0.0003609302,0.00036012396,0.0007077576,0.0001674054,0.0014616312,0.00006270101,0.000058700316],"category_scores_gemma":[0.0001231908,0.00020058468,0.0001361562,0.0009636361,0.00018692396,0.0015975663,0.00076932035,0.00046069478,0.000017536166],"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":[0.0006579879,0.02316829,0.020444037,0.0048551494,0.003194517,0.000081454076,0.40450564,0.0022817482,0.00009820245,0.26219314,0.090166196,0.18835361],"study_design_scores_gemma":[0.0006782258,0.0007696312,0.00695868,0.00015439064,0.00036654028,0.0000019211125,0.8169301,0.000037877166,0.000002351354,0.009408137,0.16440241,0.00028970416],"about_ca_topic_score_codex":0.0026158511,"about_ca_topic_score_gemma":0.0016624351,"teacher_disagreement_score":0.56124747,"about_ca_system_score_codex":0.00007386223,"about_ca_system_score_gemma":0.000045890603,"threshold_uncertainty_score":0.81796056},"labels":[],"label_agreement":null},{"id":"W120258522","doi":"10.5751/es-01825-110218","title":"Access and Resilience: Analyzing the Construction of Social Resilience to the Threat of Water Scarcity","year":2006,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Scarcity; Water scarcity; Environmental resource management; Sociology; Environmental ethics; Ecology; Geography; Environmental science; Water resources; Biology; Economics","score_opus":0.010135757683061778,"score_gpt":0.2861168154109503,"score_spread":0.2759810577278885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W120258522","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":[0.9851406,0.00005973083,0.00012477917,0.0055524283,0.0001137327,0.00018650929,0.0000018942383,0.000007350984,0.008812965],"genre_scores_gemma":[0.9987656,0.00010542623,0.00010146354,0.0001360722,0.00008149493,0.0000066500097,5.6616204e-7,0.0000016686528,0.0008010554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992049,0.0001530314,0.00014943903,0.0001559499,0.00014338411,0.00019334404],"domain_scores_gemma":[0.9996486,0.00012288384,0.00006978391,0.00008440611,0.000054054828,0.000020324507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088655495,0.0000570845,0.00011624184,0.000016453563,0.0011198056,0.000043826505,0.00027748587,0.00007361552,0.00003712191],"category_scores_gemma":[0.000027632468,0.000030124935,0.00004977928,0.00019411212,0.0024269428,0.0001573922,0.0001821802,0.000077910845,9.074886e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026903354,0.000042975156,0.8284633,0.000038344406,0.000036351626,4.3089747e-7,0.06249273,0.000104288214,0.0009390391,0.09748301,0.00641858,0.0039540306],"study_design_scores_gemma":[0.00012040877,0.000026466769,0.96693444,0.0000049929504,0.000030416453,5.09264e-7,0.021663098,0.000043484335,0.000541887,0.008025508,0.0025461135,0.000062670144],"about_ca_topic_score_codex":0.000599993,"about_ca_topic_score_gemma":0.0018606009,"teacher_disagreement_score":0.13847113,"about_ca_system_score_codex":0.000012796996,"about_ca_system_score_gemma":0.000028127362,"threshold_uncertainty_score":0.8942172},"labels":[],"label_agreement":null},{"id":"W127024218","doi":"","title":"The Yellow Peril Revisited: The Impact of SARS on Chinese and Southeast Asian Communities","year":2008,"lang":"en","type":"article","venue":"Resources for feminist research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Political science; Population; Gender studies; Sociology; Demography","score_opus":0.086274007341467,"score_gpt":0.4198355728698386,"score_spread":0.3335615655283716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W127024218","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":[0.7218947,0.00029615714,8.34269e-7,0.0017049824,0.000020272531,0.0004355891,0.000016695874,0.000012187643,0.2756186],"genre_scores_gemma":[0.98678184,0.000612219,0.0000065219083,0.000016987853,0.00014108028,0.000033241937,0.0000020530313,0.000010896197,0.012395191],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978294,0.00063538714,0.00016925595,0.0001348665,0.0007554988,0.00047562216],"domain_scores_gemma":[0.9978288,0.0014765625,0.000066761764,0.00041839332,0.00012218511,0.000087319684],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0029437004,0.000103270264,0.00014444678,0.00009660844,0.00462257,0.00024481284,0.0009484224,0.000049750644,0.000041628413],"category_scores_gemma":[0.0003628135,0.000048286696,0.00012595588,0.00045324705,0.0045099235,0.00005512414,0.00020422395,0.0002604916,0.00000985962],"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":[0.0009836118,0.00023075621,0.17657581,0.00014053614,0.00018560613,0.000010832783,0.73916,0.000029942506,0.0000795016,0.03174582,0.030836446,0.020021118],"study_design_scores_gemma":[0.00043709725,0.0007959532,0.11540902,0.00014397269,0.000010169612,0.0000054450147,0.5109718,0.00029922702,0.00001100877,0.002323447,0.36940342,0.00018946647],"about_ca_topic_score_codex":0.0022824558,"about_ca_topic_score_gemma":0.00077500864,"teacher_disagreement_score":0.338567,"about_ca_system_score_codex":0.000038254577,"about_ca_system_score_gemma":0.000081965256,"threshold_uncertainty_score":0.9981992},"labels":[],"label_agreement":null},{"id":"W129798894","doi":"10.1007/978-1-4020-2851-9_17","title":"A Perspective on North American Natural Disasters","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Perspective (graphical); Natural disaster; Natural (archaeology); History; Geography; Environmental ethics; Computer science; Meteorology; Archaeology; Philosophy; Artificial intelligence","score_opus":0.023031395774201924,"score_gpt":0.3163301276103101,"score_spread":0.29329873183610816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W129798894","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007568323,0.000047825255,0.000021125008,0.00086341536,0.00049872574,0.00029865096,0.0000050920216,0.00010394963,0.9974044],"genre_scores_gemma":[0.071846314,0.00010576124,0.000060251958,0.001026272,0.00040345723,0.0000021903759,0.0000071927043,0.000021493648,0.9265271],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998358,0.000019476174,0.00014546246,0.00041920747,0.00069682876,0.00036101305],"domain_scores_gemma":[0.9993567,0.00007711977,0.00014192828,0.00021240134,0.000083110135,0.00012873854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013160292,0.00023358577,0.00023005027,0.00019545954,0.00026369642,0.00009830802,0.0004165768,0.00006241231,0.00060859113],"category_scores_gemma":[0.00002470458,0.00018869716,0.00015200968,0.000103907805,0.0011854272,0.00009989715,0.00007751594,0.0002899763,0.000651691],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028103908,0.000015403884,0.00010006981,0.0000032935309,0.000048871843,0.000024005161,0.0077162385,0.0000013193319,5.944115e-8,0.95910686,0.007116579,0.025839215],"study_design_scores_gemma":[0.00011339783,0.00013709333,0.0013264074,0.0000448753,0.000043746248,2.2508381e-7,0.02999911,0.0000031472632,3.616846e-7,0.0038750635,0.9639376,0.0005189848],"about_ca_topic_score_codex":0.002294145,"about_ca_topic_score_gemma":0.074772164,"teacher_disagreement_score":0.956821,"about_ca_system_score_codex":0.00037544966,"about_ca_system_score_gemma":0.000058642247,"threshold_uncertainty_score":0.94211084},"labels":[],"label_agreement":null},{"id":"W1422081409","doi":"10.1017/cbo9781139542739.010","title":"Managing risk and vulnerability","year":2014,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","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":"University of Ottawa","funders":"","keywords":"Content (measure theory); Vulnerability (computing); Computer science; Action (physics); World Wide Web; Computer security; Mathematics; Physics","score_opus":0.017828893441358674,"score_gpt":0.22244215280667515,"score_spread":0.20461325936531646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1422081409","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003685572,0.00008284555,0.0013148325,0.000053632095,0.00021376605,0.00032729685,0.00002788325,0.00016901417,0.9974422],"genre_scores_gemma":[0.009206407,0.00058072293,0.00005100738,0.00004353315,0.00014979031,3.0346294e-7,0.000004597851,0.00001566142,0.989948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871665,0.00013594422,0.00011185587,0.00046544266,0.00030185626,0.00026823746],"domain_scores_gemma":[0.99915564,0.00009854922,0.00016845339,0.00034030288,0.00006397914,0.00017307853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040863096,0.0002063956,0.00024361142,0.00011179553,0.0007565865,0.0000891018,0.0004103036,0.00019901872,0.00000778309],"category_scores_gemma":[0.000023662984,0.00023574475,0.000101201695,0.0000075712705,0.00094303826,0.00008766773,0.000388588,0.0003075778,0.000014021378],"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":[0.000016464506,0.0000025929505,0.00003995629,0.000048329806,0.000036256788,0.000024837393,0.0004134819,0.0000012193859,5.3503163e-7,0.96671313,0.013836428,0.01886679],"study_design_scores_gemma":[0.00018342509,0.00001596822,0.0000898137,0.0000627737,0.00014823109,3.1894814e-7,0.00038300955,0.000044955792,0.0000017248625,0.00016902063,0.9986259,0.00027490986],"about_ca_topic_score_codex":0.0013452217,"about_ca_topic_score_gemma":0.00009961472,"teacher_disagreement_score":0.98478943,"about_ca_system_score_codex":0.00009986801,"about_ca_system_score_gemma":0.00004162174,"threshold_uncertainty_score":0.96133924},"labels":[],"label_agreement":null},{"id":"W147671231","doi":"","title":"The 2002 Bali Bomb: Models of Sustainable Philanthropy","year":2012,"lang":"en","type":"article","venue":"SIT Digital Collections (SIT Graduate Institute)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Business","score_opus":0.051868556074616,"score_gpt":0.2931645467320677,"score_spread":0.24129599065745172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W147671231","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04126287,0.00028654246,0.0016305454,0.0014538827,0.0010687073,0.00057293643,0.000012038876,0.00011518614,0.9535973],"genre_scores_gemma":[0.7104098,0.00013988017,0.000019732253,0.000025803836,0.00015833223,0.000029591762,0.0000036981335,0.000008020077,0.28920513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825567,0.000056944486,0.00026366347,0.00018863006,0.0005270809,0.00070799387],"domain_scores_gemma":[0.9991493,0.00007710247,0.000109371525,0.00026455702,0.0002360957,0.00016355833],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00040660516,0.00014507837,0.00015565926,0.00017657354,0.0032948812,0.0006591503,0.00041767003,0.000060189534,0.00005364489],"category_scores_gemma":[0.00016798264,0.0001123763,0.00012037655,0.0018330476,0.0011616538,0.0032474748,0.00014542618,0.0001189814,0.00008059144],"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":[0.000032349675,0.0003223698,0.0007552402,0.000022906665,0.00008703929,0.0000074500344,0.0058046714,0.00080630794,0.0000074148666,0.8707299,0.11866345,0.0027608427],"study_design_scores_gemma":[0.0002676414,0.00005618856,0.00047895982,0.000021004225,0.000043930544,0.0000028113038,0.024002846,0.00021422692,0.00005587657,0.022379078,0.952213,0.0002644584],"about_ca_topic_score_codex":0.002143406,"about_ca_topic_score_gemma":0.0018191953,"teacher_disagreement_score":0.8483509,"about_ca_system_score_codex":0.00015702215,"about_ca_system_score_gemma":0.00020365368,"threshold_uncertainty_score":0.9980027},"labels":[],"label_agreement":null},{"id":"W1480113620","doi":"10.1023/a:1022917721797","title":"Disaster Management and Community Planning, and Public Participation: How to Achieve Sustainable Hazard Mitigation","year":2003,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":535,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia; University of British Columbia","funders":"Institute for Catastrophic Loss Reduction; U.S. Environmental Protection Agency","keywords":"Natural hazard; Emergency management; Environmental planning; Hazard; Business; Public participation; Process (computing); Environmental resource management; Process management; Political science; Public relations; Computer science; Geography; Environmental science","score_opus":0.021680898513220744,"score_gpt":0.3101988670399322,"score_spread":0.28851796852671147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480113620","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":[0.9128974,0.00032110006,0.00022914,0.005303694,0.0001765513,0.0004281408,9.846748e-7,0.000051381652,0.08059162],"genre_scores_gemma":[0.96864,0.000023615705,0.00038494726,0.00040374385,0.000039230817,0.00003269168,0.000004624307,0.0000061574547,0.030464932],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998515,0.0004597919,0.00010040404,0.00018371154,0.0003301895,0.00041091218],"domain_scores_gemma":[0.99947274,0.00006690276,0.000043632066,0.00015824377,0.00008322511,0.00017523646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082623085,0.000108813794,0.00010547556,0.00010132723,0.0011692328,0.0005531655,0.00016402149,0.000052260315,0.00002519973],"category_scores_gemma":[0.00022914122,0.00009595258,0.000020613359,0.0003165612,0.00023375155,0.0006457017,0.00014882727,0.00019732937,0.000005813172],"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":[0.00008239227,0.00025191155,0.088670366,0.00032324556,0.00011771115,0.00004344898,0.105872236,0.000020779304,0.000048168073,0.70231926,0.025792008,0.076458454],"study_design_scores_gemma":[0.000840498,0.0002519685,0.17396593,0.00007514131,0.00006548359,0.0000019479446,0.3322727,0.00013983074,0.000056230718,0.01217625,0.4796256,0.0005284142],"about_ca_topic_score_codex":0.000095271556,"about_ca_topic_score_gemma":0.00047916803,"teacher_disagreement_score":0.69014305,"about_ca_system_score_codex":0.00006204072,"about_ca_system_score_gemma":0.000023328874,"threshold_uncertainty_score":0.8992911},"labels":[],"label_agreement":null},{"id":"W1483363134","doi":"10.7312/prin90004","title":"Catastrophe and Social Change, Based Upon a Sociological Study of the Halifax Disaster","year":2009,"lang":"en","type":"book","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Criminology; Sociological theory; Social science","score_opus":0.059073564276207205,"score_gpt":0.30885428928912634,"score_spread":0.24978072501291915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483363134","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048328802,0.000083955194,0.000011406802,0.0027268613,0.00023854908,0.0017580439,0.00001984266,0.00005200204,0.94678056],"genre_scores_gemma":[0.41891593,0.000011264262,0.000017385584,0.0007290196,0.00056668493,0.000027088947,0.000011571783,0.000009643121,0.5797114],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834543,0.0003120561,0.00020903685,0.00030536292,0.000568705,0.0002593915],"domain_scores_gemma":[0.9994828,0.00007347519,0.00018216419,0.00018159188,0.00003835651,0.00004157348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036557208,0.00018214743,0.0002947219,0.00004538439,0.000486123,0.000065278655,0.0005353952,0.0002093957,0.0002532882],"category_scores_gemma":[0.00001782771,0.00010558783,0.000109309934,0.000075354925,0.0006685545,0.000074861986,0.00019070873,0.00019449247,0.000009814357],"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":[0.00017724055,0.0026158004,0.0078104706,0.00025786363,0.00028331357,0.000031276664,0.4013787,0.0000045826823,0.000007964778,0.14293912,0.37313434,0.07135934],"study_design_scores_gemma":[0.0024149644,0.0013646025,0.0727454,0.00019507442,0.0006100513,3.7038026e-7,0.12288469,0.000040979594,0.000001328026,0.0107480595,0.7878531,0.0011413299],"about_ca_topic_score_codex":0.00047396237,"about_ca_topic_score_gemma":0.004762395,"teacher_disagreement_score":0.4147188,"about_ca_system_score_codex":0.000058314523,"about_ca_system_score_gemma":0.00011109458,"threshold_uncertainty_score":0.4305747},"labels":[],"label_agreement":null},{"id":"W149013789","doi":"","title":"THROTTLE DECISIONS AN EXAMPLE OF FURTHERING AVALANCHE AWARENESS IN THE MOUNTAIN SNOWMOBILE COMMUNITY THROUGH USE OF SOCIAL COMPARISON","year":2014,"lang":"en","type":"article","venue":"International Snow Science Workshop 2014 Proceedings, Banff, Canada","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outreach; Premise; Social psychology; Psychology; Poison control; Public relations; Suicide prevention; Political science; Medicine; Environmental health","score_opus":0.10010604845121784,"score_gpt":0.35662435747455834,"score_spread":0.2565183090233405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W149013789","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":[0.97233903,0.0000098030505,0.0009992622,0.0010427277,0.0005083487,0.00027262492,0.000009466751,0.000016272024,0.024802467],"genre_scores_gemma":[0.99894863,0.000012953022,0.00048297786,0.00020382604,0.00012401512,0.000022658343,0.0000070272813,0.0000076235965,0.00019027357],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99708146,0.00014959222,0.00043342673,0.0002921988,0.0016556854,0.00038762827],"domain_scores_gemma":[0.9981272,0.0007622092,0.000327021,0.00021790466,0.00049294805,0.000072674215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002917222,0.00013550675,0.00023003737,0.0001342008,0.0009847782,0.0002809069,0.002494698,0.00005956131,0.00009539172],"category_scores_gemma":[0.0011069601,0.00010920107,0.00004392232,0.00092754955,0.0013323767,0.0013449382,0.00025090406,0.00027986398,0.0000016681465],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115384624,0.0008813281,0.21302079,0.00004634045,0.00004390646,0.0000018031415,0.24591583,0.0032383779,0.0024588825,0.48780516,0.02828607,0.018186139],"study_design_scores_gemma":[0.0010779891,0.0001627973,0.24776064,0.00045132334,0.00003957917,0.000002759447,0.47357452,0.013648951,0.0017946255,0.011689739,0.24899198,0.00080508407],"about_ca_topic_score_codex":0.7267355,"about_ca_topic_score_gemma":0.8305954,"teacher_disagreement_score":0.4761154,"about_ca_system_score_codex":0.00028981647,"about_ca_system_score_gemma":0.00061181,"threshold_uncertainty_score":0.7574217},"labels":[],"label_agreement":null},{"id":"W1490685075","doi":"10.4000/ebisu.204","title":"Séisme et tsunami du 11 mars 2011 : spatialisation de la catastrophe","year":2012,"lang":"fr","type":"article","venue":"Ebisu","topic":"Disaster Management and Resilience","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":"Impact","funders":"","keywords":"Mars Exploration Program; Geology; Astrobiology; Physics","score_opus":0.013917302775217,"score_gpt":0.3016692561818741,"score_spread":0.2877519534066571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1490685075","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":[0.74393725,0.00192704,0.002993208,0.015010528,0.0043541216,0.00028102333,0.000019448013,0.00007298514,0.23140438],"genre_scores_gemma":[0.94714797,0.00047672316,0.000677327,0.00052583654,0.001147594,0.00001087455,0.000014586663,0.000013206992,0.049985897],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981008,0.0007266173,0.00015657893,0.00016740503,0.00031779637,0.00053076213],"domain_scores_gemma":[0.9994102,0.00012594787,0.00009777144,0.00016214357,0.000024291397,0.00017961781],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001467238,0.00012924097,0.00011203243,0.00004539072,0.00024819412,0.00012876268,0.0002802511,0.00011805633,0.0026452767],"category_scores_gemma":[0.00007066715,0.0001258833,0.00006655133,0.00016256367,0.0005786162,0.00074185856,0.00010478439,0.00011791055,0.0011905048],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010969555,0.0003742424,0.29070792,0.000057284746,0.000031419127,0.000011423316,0.050525326,0.000080496495,0.00009058247,0.44461933,0.15429369,0.05919733],"study_design_scores_gemma":[0.00017759488,0.000024973622,0.19503179,0.000032645585,0.00005124948,0.0000021122469,0.0051107993,0.00016094683,0.000025947493,0.0014128103,0.7977871,0.00018207771],"about_ca_topic_score_codex":0.00857563,"about_ca_topic_score_gemma":0.0014573187,"teacher_disagreement_score":0.64349335,"about_ca_system_score_codex":0.00010785281,"about_ca_system_score_gemma":0.000072608564,"threshold_uncertainty_score":0.9995872},"labels":[],"label_agreement":null},{"id":"W1495941530","doi":"10.1111/j.1468-5973.2012.00669.x","title":"Parallel Planning, Local Solutions: Four Newfoundland Airports Deal Diverted Flights after 9/11","year":2012,"lang":"en","type":"article","venue":"Journal of Contingencies and Crisis Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"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":"Plan (archaeology); Terrorism; Space (punctuation); Emergency evacuation; Geography; Operations research; Business; Operations management; Political science; Aeronautics; Engineering; Computer science; Meteorology; Archaeology","score_opus":0.027815925539882175,"score_gpt":0.2763615039950595,"score_spread":0.2485455784551773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1495941530","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":[0.8715757,0.011715111,0.040399626,0.005089117,0.0019196612,0.0005272271,0.000001726043,0.000055552187,0.068716235],"genre_scores_gemma":[0.99375147,0.0009891149,0.0009836282,0.00040626482,0.00040729172,0.000008007707,4.1236478e-7,0.000007204748,0.0034465904],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824476,0.00009573547,0.00039518767,0.00013165279,0.0006050482,0.0005275906],"domain_scores_gemma":[0.9992194,0.000031696796,0.0003215939,0.000105843705,0.000102956314,0.00021851274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011268834,0.0001375023,0.00021955703,0.00016418184,0.0005018189,0.00019851317,0.00023927426,0.000051511575,0.00012381298],"category_scores_gemma":[0.000014554269,0.000106659645,0.00011411814,0.0001577586,0.00018334256,0.00072667067,0.00018018518,0.000093064176,0.000009487725],"study_design_candidate":"observational","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":[0.0002148789,0.00046217832,0.6912958,0.00019746875,0.00070109795,0.00040746448,0.04442777,0.00018822133,0.0000049570413,0.0619542,0.1433454,0.05680056],"study_design_scores_gemma":[0.00056157215,0.000064459266,0.30437726,0.00011333914,0.00026907047,0.000009314841,0.058348693,0.00004354959,8.450713e-7,0.001306452,0.63468164,0.0002238188],"about_ca_topic_score_codex":0.0002932553,"about_ca_topic_score_gemma":0.00057524315,"teacher_disagreement_score":0.49133623,"about_ca_system_score_codex":0.00006440815,"about_ca_system_score_gemma":0.00001923572,"threshold_uncertainty_score":0.4349454},"labels":[],"label_agreement":null},{"id":"W1499025664","doi":"10.3968/4498","title":"Regional Resilience Based on Natural Disasters","year":2014,"lang":"en","type":"article","venue":"Canadian social science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Credibility; Analytic hierarchy process; Flood myth; Coping (psychology); Resilience (materials science); Natural disaster; Government (linguistics); Population; Political science; Business; Sociology; Psychology; Geography; Operations research; Engineering","score_opus":0.012123540704062517,"score_gpt":0.269645167589452,"score_spread":0.2575216268853895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499025664","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":[0.039399993,0.000008369038,0.00013577825,0.008254865,0.00089752435,0.00019366504,0.0000033821907,0.000057917936,0.9510485],"genre_scores_gemma":[0.9890242,0.0000015819355,0.00008435916,0.0058522797,0.0003679976,0.000007980795,0.0000020331186,0.0000062929253,0.0046532317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997298,0.00013460401,0.00012372086,0.00044916055,0.001082582,0.0009119149],"domain_scores_gemma":[0.9989203,0.000092027934,0.0000578094,0.00020253708,0.000104247556,0.00062307296],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0012743681,0.000118189426,0.00010558925,0.00029520513,0.0029711593,0.00033592313,0.0011972291,0.000057320554,0.0001286753],"category_scores_gemma":[0.0004080007,0.0001139589,0.00005978003,0.0014530596,0.003562393,0.00044104652,0.00003490889,0.00014138296,0.0001419374],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016945733,0.00003509056,0.012209097,0.000008199998,0.0000028547618,0.000010619654,0.010751993,0.000068237285,0.00016658011,0.89355016,0.026951404,0.05622884],"study_design_scores_gemma":[0.00028257768,0.00005995026,0.029112369,0.00003891063,0.0000076057167,2.5615327e-7,0.014467382,0.0028562031,0.000026572308,0.0016890932,0.95096135,0.00049770187],"about_ca_topic_score_codex":0.01789691,"about_ca_topic_score_gemma":0.09446155,"teacher_disagreement_score":0.94962424,"about_ca_system_score_codex":0.00056461035,"about_ca_system_score_gemma":0.0010027048,"threshold_uncertainty_score":0.9991493},"labels":[],"label_agreement":null},{"id":"W1500654473","doi":"10.1108/09504121111184291","title":"Encyclopedia of Disaster Relief","year":2011,"lang":"en","type":"article","venue":"Reference Reviews","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Encyclopedia; History; Library science; World Wide Web; Computer science","score_opus":0.11650352847713305,"score_gpt":0.33491387865960925,"score_spread":0.2184103501824762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1500654473","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010800475,0.0027328222,0.00011609398,0.00004796192,0.00015627519,0.000314371,9.095321e-7,0.000022276772,0.9858088],"genre_scores_gemma":[0.5994238,0.2825533,0.003736079,0.00026175778,0.00022320905,0.000078759535,0.0000045789134,0.00001771428,0.113700815],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989139,0.00018573002,0.00030776698,0.00016928793,0.00020739184,0.00021594856],"domain_scores_gemma":[0.9994388,0.000022228784,0.00016163671,0.00026291492,0.00003614504,0.00007826883],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006114947,0.00008479547,0.00022453285,0.000041629297,0.00008362832,0.0000118181,0.00040997248,0.000045389297,0.0015618936],"category_scores_gemma":[0.00013126562,0.00006054683,0.00006975792,0.0002357038,0.0002115299,0.000210769,0.0000636972,0.00006327776,0.0005863227],"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":[0.000011964152,0.00019070818,0.011587853,0.00023541115,0.000012538985,0.00000300519,0.044053745,5.0875236e-8,0.000040714174,0.2628436,0.013108119,0.6679123],"study_design_scores_gemma":[0.000040361872,0.000026078707,0.0041167215,0.00012116416,0.000015420483,8.68243e-8,0.0012369282,4.136962e-7,0.00000823921,0.0014729308,0.99287283,0.00008882079],"about_ca_topic_score_codex":0.00032218278,"about_ca_topic_score_gemma":0.00036258655,"teacher_disagreement_score":0.9797647,"about_ca_system_score_codex":0.000012848937,"about_ca_system_score_gemma":0.000035329995,"threshold_uncertainty_score":0.9993508},"labels":[],"label_agreement":null},{"id":"W1504898958","doi":"10.1023/a:1024765608135","title":"Perspectives of Natural Disasters in East and South Asia, and the Pacific Island States: Socio-economic Correlates and Needs Assessment","year":2003,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Lagging; Natural hazard; Natural disaster; Geography; Scope (computer science); Emergency management; Economic growth; Development economics; Political science; Regional science; Environmental planning; Economics","score_opus":0.006039199935908661,"score_gpt":0.25667217329648384,"score_spread":0.25063297336057516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504898958","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":[0.97829455,0.0041147,0.0000075208527,0.0011862109,0.00026939518,0.00028754078,0.000008243891,0.000010525644,0.015821315],"genre_scores_gemma":[0.9972326,0.0006035675,0.000040691262,0.000024053765,0.000025837633,0.0000061389064,0.000001969204,0.0000056861027,0.0020594606],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999005,0.00020964682,0.00016359598,0.00020978528,0.00018256438,0.00022937647],"domain_scores_gemma":[0.99960864,0.0001464198,0.00008906422,0.0000821701,0.000024784675,0.00004891937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057452027,0.00012555653,0.00020499031,0.00009637228,0.0002385805,0.00014901279,0.00010882702,0.000056326146,0.00002051976],"category_scores_gemma":[0.000046575722,0.000081627535,0.00003533155,0.0001357288,0.0014846724,0.00027163012,0.000061124156,0.00020787097,9.663634e-7],"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":[0.00015685544,0.000037910486,0.17224683,0.00004948962,0.000085631604,0.000003446725,0.653401,0.000027066368,0.000017159808,0.1637244,0.00029379546,0.009956407],"study_design_scores_gemma":[0.0014174577,0.00003830711,0.034997117,0.000035187422,0.000027135817,0.0000019580607,0.95796096,0.0018689869,0.0000016450433,0.002892975,0.0006004699,0.00015777235],"about_ca_topic_score_codex":0.00022661986,"about_ca_topic_score_gemma":0.00069258636,"teacher_disagreement_score":0.30455998,"about_ca_system_score_codex":0.00006079626,"about_ca_system_score_gemma":0.000053951033,"threshold_uncertainty_score":0.5470337},"labels":[],"label_agreement":null},{"id":"W1505801548","doi":"10.1108/dpm.2003.12.5.466.2","title":"An Assessment of Natural Hazards and Disasters in Canada","year":2003,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Natural hazard; Natural (archaeology); Forensic engineering; Environmental planning; Environmental science; Engineering; Geography; Archaeology; Meteorology","score_opus":0.010190590474145748,"score_gpt":0.3502578450414279,"score_spread":0.34006725456728215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505801548","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":[0.9667453,0.000047396286,0.0012967031,0.00027046335,0.00086763396,0.00017923914,0.0000018241025,0.000005555705,0.030585874],"genre_scores_gemma":[0.9967784,0.00046504883,0.00089074497,0.00013255728,0.000044906108,0.0000054557913,0.0000072806156,0.0000048600427,0.0016706913],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986055,0.00025138608,0.00026187705,0.00017319809,0.0005392311,0.00016881501],"domain_scores_gemma":[0.9996099,0.000012095565,0.00012991868,0.00008007207,0.000056492074,0.00011155102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005861577,0.00008743732,0.00010051306,0.0001670084,0.00011395406,0.00021903575,0.00025388016,0.000016869606,0.000114411276],"category_scores_gemma":[0.000009478687,0.00008162045,0.000026493353,0.000083419516,0.000090985115,0.0009464425,0.000049432587,0.000087803826,2.6405817e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006144849,0.00045467174,0.34212902,0.00006142287,0.00022245152,0.00008764273,0.00973075,0.00017560968,0.00006465966,0.4003176,0.00036987796,0.24632482],"study_design_scores_gemma":[0.0025091965,0.00015250937,0.8346532,0.00023688578,0.00006178886,0.000017550197,0.12417839,0.0029534178,0.000010423446,0.008336045,0.026492389,0.00039821895],"about_ca_topic_score_codex":0.021236878,"about_ca_topic_score_gemma":0.4365213,"teacher_disagreement_score":0.49252415,"about_ca_system_score_codex":0.00015472967,"about_ca_system_score_gemma":0.00016064274,"threshold_uncertainty_score":0.9852808},"labels":[],"label_agreement":null},{"id":"W1509144793","doi":"10.1111/j.0361-3666.2006.00332.x","title":"Post-disaster resettlement, development and change: a case study of the 1990 Manjil earthquake in Iran","year":2006,"lang":"en","type":"article","venue":"Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":156,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; York University","funders":"","keywords":"Relocation; Socioeconomic status; Empowerment; Socioeconomics; Socioeconomic development; Population; Natural disaster; Settlement (finance); Geography; Economic growth; Environmental health; Business; Medicine; Sociology; Economics","score_opus":0.040762608853608794,"score_gpt":0.2985119950229784,"score_spread":0.25774938616936965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509144793","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":[0.99088377,0.000042804626,0.00000173498,0.00045810096,0.00016229348,0.0008438094,0.0000035500152,0.000012599024,0.0075913216],"genre_scores_gemma":[0.9972861,0.0000018531399,0.000023362025,0.00013191934,0.00004665375,0.000048980153,0.000001660412,0.000007401113,0.002452102],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998633,0.00019317878,0.00026580974,0.00023516307,0.00038019387,0.00029264746],"domain_scores_gemma":[0.999613,0.000035514204,0.00008920743,0.00019677177,0.000020224712,0.000045297857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040319483,0.00011146208,0.00012736683,0.000101092366,0.00026076796,0.00006783133,0.00023363973,0.000031019877,0.000027490574],"category_scores_gemma":[0.000013872734,0.00008141275,0.000027622082,0.0003211153,0.00023699926,0.0001998989,0.00018045565,0.000066358996,0.00000592362],"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":[0.00002633237,0.0004995036,0.42757332,0.000035462937,0.000016720827,0.00018130531,0.55418676,0.000007762253,0.000026640751,0.0005282833,0.00017655623,0.016741373],"study_design_scores_gemma":[0.0007769113,0.00006363,0.46541306,0.000042396052,0.000014154711,0.000005094867,0.52862054,0.0000063744164,0.000013570023,0.00004252234,0.0048641567,0.00013757069],"about_ca_topic_score_codex":0.019088354,"about_ca_topic_score_gemma":0.28408292,"teacher_disagreement_score":0.26499456,"about_ca_system_score_codex":0.000032835746,"about_ca_system_score_gemma":0.00002032566,"threshold_uncertainty_score":0.9874436},"labels":[],"label_agreement":null},{"id":"W1512122259","doi":"","title":"A Disaster Management Framework for Coping with Acts of Extreme Violence in School Settings: A Field Study","year":2014,"lang":"en","type":"article","venue":"Planet@Risk","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":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Emergency management; Vulnerability (computing); Preparedness; Risk management; Coping (psychology); Intervention (counseling); Public relations; Political science; Psychology; Business; Computer security; Computer science","score_opus":0.013462258202640166,"score_gpt":0.2767668807318292,"score_spread":0.263304622529189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1512122259","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":[0.94471,0.000054803106,0.021794435,0.0003748905,0.00022486498,0.0021541743,0.000014815533,0.00006204683,0.030609962],"genre_scores_gemma":[0.99528927,0.00010452251,0.0039421967,0.00022800955,0.00008198899,0.00007165164,0.0000037832874,0.000007792628,0.00027080884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986869,0.00016550772,0.00021158278,0.00028393662,0.00033554973,0.0003165336],"domain_scores_gemma":[0.99901545,0.00048124546,0.0001839859,0.00022863846,0.000018848465,0.000071842565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007764332,0.00011255377,0.00017573638,0.00008854189,0.00016788811,0.000069940106,0.00034727456,0.00005087123,0.000067865534],"category_scores_gemma":[0.00027154884,0.00009015143,0.000021215594,0.00020506524,0.00007284398,0.00013356263,0.00007054693,0.00013742999,0.000016450249],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032414732,0.00040684198,0.9267236,0.00022266623,0.00009467413,0.000010604389,0.025066726,0.00040797348,0.0000030033793,0.013558854,0.0016163085,0.031564623],"study_design_scores_gemma":[0.0071204007,0.0040624486,0.53254396,0.0044872337,0.00065600127,9.541009e-7,0.26415992,0.002104135,0.0000666022,0.037757624,0.14523672,0.0018039971],"about_ca_topic_score_codex":0.000847414,"about_ca_topic_score_gemma":0.0035760773,"teacher_disagreement_score":0.39417958,"about_ca_system_score_codex":0.00001926674,"about_ca_system_score_gemma":0.000014172597,"threshold_uncertainty_score":0.36762685},"labels":[],"label_agreement":null},{"id":"W1517660171","doi":"10.1111/j.1754-7121.2010.00128.x","title":"Explaining local policy choices: A Multiple Streams analysis of municipal emergency management","year":2010,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.022260093078354193,"score_gpt":0.31312610374359556,"score_spread":0.29086601066524137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1517660171","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":[0.76116854,0.0000130916505,0.0006499077,0.0054992298,0.00044383452,0.00033283152,0.000041564886,0.000045980734,0.23180503],"genre_scores_gemma":[0.99497414,0.000024100207,0.00016497032,0.00008087067,0.00014526387,0.000026517248,0.00010467855,0.0000066941875,0.0044727945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860454,0.000065121894,0.0002932347,0.00024623485,0.0003437133,0.00044716438],"domain_scores_gemma":[0.99892414,0.00003757264,0.00013595789,0.00029867105,0.00009259055,0.0005110483],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042681815,0.00010491214,0.00014637766,0.0009807732,0.00043117322,0.00011869206,0.00045809124,0.000094812,0.0010727396],"category_scores_gemma":[0.00022033734,0.00011310997,0.00010045386,0.0021410175,0.00026037398,0.0004269853,0.00002982599,0.000103562656,0.000013581524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059433937,0.000077190656,0.08026866,0.000018974135,0.00034464177,0.000012991572,0.00424271,0.00002005447,0.000024802512,0.8641358,0.00068656576,0.050161682],"study_design_scores_gemma":[0.0004342932,0.00009958061,0.099723674,0.00001411385,0.00048382618,5.2916744e-7,0.068261094,0.008677532,0.000027852819,0.000651186,0.8211143,0.0005120377],"about_ca_topic_score_codex":0.08283991,"about_ca_topic_score_gemma":0.9840402,"teacher_disagreement_score":0.9012003,"about_ca_system_score_codex":0.00011601289,"about_ca_system_score_gemma":0.0007525112,"threshold_uncertainty_score":0.99984044},"labels":[],"label_agreement":null},{"id":"W1521856205","doi":"","title":"The August 14th, 2003 blackout: Implications for future disaster preparedness in Toronto, Ontario","year":2005,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blackout; Preparedness; Disaster preparedness; Emergency management; Disaster planning; Political science; Geography; Poison control; Suicide prevention; Medical emergency; Medicine; Power (physics)","score_opus":0.013898164350692094,"score_gpt":0.26535720464510876,"score_spread":0.2514590402944167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521856205","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32834265,0.000353173,0.00022952518,0.010495901,0.0007611832,0.0012542971,0.00004576077,0.000107390144,0.65841013],"genre_scores_gemma":[0.6401589,0.00023671542,0.00065132225,0.00028881856,0.00038260824,0.000023463175,0.000027682547,0.000022021311,0.35820848],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985657,0.00019319737,0.00017597731,0.0003348961,0.00021458806,0.00051565596],"domain_scores_gemma":[0.99898654,0.000101950245,0.00009110582,0.00049464934,0.00016307068,0.00016269814],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00048212943,0.00015332417,0.00014569217,0.00009626628,0.001710938,0.00030134842,0.0011302355,0.00011271166,0.0002898409],"category_scores_gemma":[0.000056577755,0.00013787356,0.00009343695,0.00066729233,0.0003176221,0.0015339435,0.00019726019,0.00022673937,0.000023775276],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020887982,0.00036592546,0.11820846,0.000012397416,0.000094273135,0.00000716395,0.06338487,0.00006167831,0.000015704265,0.70957786,0.07721378,0.03084903],"study_design_scores_gemma":[0.00044963747,0.000019131683,0.02864733,0.000013010741,0.000029608464,2.4951245e-7,0.047712386,0.0000075053754,0.0000020838718,0.00040499677,0.92253447,0.00017960665],"about_ca_topic_score_codex":0.017707609,"about_ca_topic_score_gemma":0.96209097,"teacher_disagreement_score":0.9443833,"about_ca_system_score_codex":0.0018085316,"about_ca_system_score_gemma":0.00043336587,"threshold_uncertainty_score":0.9995887},"labels":[],"label_agreement":null},{"id":"W1522071573","doi":"","title":"Organizational Collaborative Capacities in Disaster Management: Evidence from the Taiwan Red Cross Organization","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":"Institute of Health Economics","funders":"","keywords":"Emergency management; Business; Capacity building; Public relations; Government (linguistics); Disaster response; Empirical evidence; Order (exchange); Organizational theory; Organizational learning; Knowledge management; Political science; Management; Computer science; Economics","score_opus":0.01704607634306116,"score_gpt":0.26140401706887817,"score_spread":0.244357940725817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522071573","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":[0.9427638,0.0012175688,0.004411691,0.0035408256,0.00055925484,0.0005239002,0.000005633322,0.00005648336,0.04692085],"genre_scores_gemma":[0.99013287,0.0027123163,0.00010614494,0.00013463068,0.00021636172,0.000005116628,0.000005107382,0.000014559864,0.0066729235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9978019,0.00030898213,0.00024290425,0.00019963375,0.00046654305,0.0009800601],"domain_scores_gemma":[0.9993618,0.000066139924,0.00015093961,0.0001385117,0.00023570663,0.000046890902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013034851,0.0001135869,0.00009880554,0.00007434387,0.0007803747,0.00025510823,0.0006672327,0.00005226855,0.00058767444],"category_scores_gemma":[0.00023977307,0.0000842299,0.000024440347,0.0011761124,0.0004355312,0.0008387922,0.0000858785,0.00042943427,0.000053533826],"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":[0.000046969686,0.000060900267,0.28878272,0.0000036219953,0.00009263644,0.0000072543503,0.14675619,0.000019670648,0.000029928276,0.5625239,0.0003318699,0.0013443152],"study_design_scores_gemma":[0.0005656108,0.00006765237,0.10909971,0.00011471171,0.00004796572,0.0000040806926,0.4822111,0.000013232988,0.0000509619,0.4061147,0.0014474638,0.0002628],"about_ca_topic_score_codex":0.00059302466,"about_ca_topic_score_gemma":0.017746987,"teacher_disagreement_score":0.33545494,"about_ca_system_score_codex":0.000524477,"about_ca_system_score_gemma":0.0007535372,"threshold_uncertainty_score":0.9903235},"labels":[],"label_agreement":null},{"id":"W1529458923","doi":"","title":"Learning in Spaces of Social Disruption: Subjectivity and Political Agency","year":2014,"lang":"en","type":"article","venue":"","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":"University of British Columbia","funders":"","keywords":"Agency (philosophy); Subjectivity; Politics; Natural disaster; Sociology; Environmental ethics; Natural (archaeology); Action (physics); Social learning; Embodied cognition; Epistemology; Social science; Political science; Law; History; Pedagogy","score_opus":0.013886038974517553,"score_gpt":0.30857177259379315,"score_spread":0.2946857336192756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529458923","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":[0.63497627,0.0000031165457,0.00013185525,0.000995125,0.00002459731,0.000028955912,4.722303e-8,0.000011696289,0.36382833],"genre_scores_gemma":[0.9946079,0.0000046349332,0.000033277218,0.000023650395,0.00006327603,0.0000010604822,1.4161107e-7,0.0000012856408,0.0052647265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999425,0.0001431336,0.000061593186,0.00008352782,0.0001303427,0.00015638105],"domain_scores_gemma":[0.99985737,0.000058756377,0.000019412317,0.00002238954,0.000010262497,0.000031837997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004130037,0.000029577473,0.00006474815,0.00003498621,0.0001287792,0.000028099172,0.000052906365,0.000026649068,0.00009647146],"category_scores_gemma":[0.000104367085,0.000025578402,0.000014239902,0.00011044327,0.0002594226,0.00011579451,0.000034332006,0.00004285744,0.0000042065435],"study_design_candidate":"observational","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":[0.000002472419,0.000020811422,0.17139225,0.000008994521,0.000001090207,2.461949e-7,0.008974277,8.198219e-7,0.000042610154,0.80892974,0.000024884686,0.010601786],"study_design_scores_gemma":[0.00016132384,0.000045498222,0.9524011,0.0000071715317,0.000004340417,6.467961e-8,0.025332088,0.00016693595,0.000025116857,0.014478806,0.007295051,0.000082478284],"about_ca_topic_score_codex":0.001147178,"about_ca_topic_score_gemma":0.002251699,"teacher_disagreement_score":0.79445094,"about_ca_system_score_codex":0.0000105276,"about_ca_system_score_gemma":0.000011914638,"threshold_uncertainty_score":0.17341976},"labels":[],"label_agreement":null},{"id":"W1529743407","doi":"10.1002/pits.21757","title":"PROGRAM EVALUATION OF THE<i>PREP<u><scp><i>a</i></scp></u>RE</i>SCHOOL CRISIS PREVENTION AND INTERVENTION TRAINING CURRICULUM","year":2014,"lang":"en","type":"article","venue":"Psychology in the Schools","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Preparedness; Crisis intervention; Intervention (counseling); Psychology; Medical education; Program evaluation; Crisis management; Pedagogy; Medicine; Political science; Psychotherapist; Psychiatry","score_opus":0.056774113818484524,"score_gpt":0.4114530371162146,"score_spread":0.3546789232977301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529743407","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":[0.9069878,0.00020246783,0.00030500913,0.002736669,0.0005762287,0.0015568215,6.713873e-7,0.000034357512,0.0876],"genre_scores_gemma":[0.9984908,0.00005110226,0.00020743665,0.00038478663,0.00011427269,0.00031435787,0.0000022333777,0.0000058044766,0.00042918883],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961856,0.0023892624,0.0003160228,0.00027961642,0.0005655848,0.00026392713],"domain_scores_gemma":[0.99916327,0.00011963807,0.00024374267,0.00032773716,0.000099956575,0.000045630582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007570974,0.00009925967,0.00013530499,0.000088266475,0.00022004812,0.000101519036,0.00055010867,0.00009794746,0.00004749361],"category_scores_gemma":[0.0015133307,0.000066230634,0.00010178608,0.00047274216,0.00022914953,0.0002920943,0.0000644072,0.00023813179,0.000018075252],"study_design_candidate":"observational","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":[0.00002158628,0.001671464,0.24789096,0.00010265236,0.000114808,0.0000010934515,0.07111973,0.00013848719,0.00031934326,0.024183795,0.04861062,0.6058254],"study_design_scores_gemma":[0.0023260717,0.00041833386,0.6543479,0.00030563373,0.0002766618,0.000004350266,0.13718346,0.00094380695,0.000036425936,0.17429745,0.029705131,0.0001547364],"about_ca_topic_score_codex":0.0001635599,"about_ca_topic_score_gemma":0.0006835688,"teacher_disagreement_score":0.6056707,"about_ca_system_score_codex":0.000026109085,"about_ca_system_score_gemma":0.00003144448,"threshold_uncertainty_score":0.2700807},"labels":[],"label_agreement":null},{"id":"W1538874739","doi":"10.5430/jha.v4n5p67","title":"Code red: Towards authentic transformational leadership of emergency management","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Transformational leadership; Health care; Emergency management; Public relations; Knowledge management; Political science; Medicine; Psychology; Computer science","score_opus":0.08477806415277025,"score_gpt":0.33834386035299335,"score_spread":0.2535657962002231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538874739","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":[0.8455882,0.00015515054,0.0026835087,0.009872785,0.0023313616,0.00027220146,0.0000045044108,0.000014853157,0.13907743],"genre_scores_gemma":[0.99643826,0.0000874334,0.00053194386,0.000016812504,0.0001755513,0.0000017587264,0.000002773686,0.00000346711,0.0027419846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99847347,0.000061445535,0.0004676628,0.00006617589,0.0007930716,0.00013818002],"domain_scores_gemma":[0.9992303,0.000007846834,0.00035830686,0.00006047923,0.0002283755,0.00011465422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007788296,0.000065838176,0.000111678324,0.00009476671,0.00006987338,0.000036150617,0.00024185861,0.000037621256,0.00012479235],"category_scores_gemma":[0.00005820058,0.000056757526,0.00009582026,0.00018593777,0.000084361665,0.0006438683,0.000010775867,0.000064930515,0.0000081536755],"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":[0.0011212651,0.006189981,0.03558232,0.0009687321,0.0008234318,0.00024115865,0.3075263,0.00048553263,0.00023377508,0.4716047,0.09523059,0.07999223],"study_design_scores_gemma":[0.0048686173,0.020801177,0.12701698,0.00061446213,0.00074286945,0.000019309697,0.65607667,0.00036050635,0.0023540151,0.08318497,0.102760665,0.0011997569],"about_ca_topic_score_codex":0.0000068831882,"about_ca_topic_score_gemma":0.00004417213,"teacher_disagreement_score":0.38841972,"about_ca_system_score_codex":0.000051084415,"about_ca_system_score_gemma":0.00016400617,"threshold_uncertainty_score":0.23145048},"labels":[],"label_agreement":null},{"id":"W1538922767","doi":"10.7916/d8g1681r","title":"Planning for Long‐Term Recovery Before Disaster Strikes: Case Studies of 4 US Cities: A Final Project Report","year":2011,"lang":"en","type":"article","venue":"Columbia Academic Commons (Columbia University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Term (time); Environmental planning; Business; History; Operations management; Forensic engineering; Geography; Engineering","score_opus":0.1310250203292093,"score_gpt":0.33592737712207144,"score_spread":0.20490235679286214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538922767","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":[0.9433625,0.0001347941,0.00021708343,0.000043279146,0.0004842946,0.0013816927,0.00007344619,0.000117193194,0.054185756],"genre_scores_gemma":[0.86641866,0.000107597996,0.00028057426,0.00003591187,0.00012294736,0.000020891652,0.000013749902,0.000021796071,0.13297787],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9977447,0.0002214638,0.00049321016,0.0005448214,0.0003641664,0.0006316869],"domain_scores_gemma":[0.9983778,0.0002792956,0.00051554077,0.0004247991,0.00024705232,0.0001555367],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072175456,0.00018387171,0.00047834823,0.00028517458,0.0011692587,0.00011596765,0.00085193606,0.00027749248,0.00014555357],"category_scores_gemma":[0.00034531878,0.0002879319,0.00024346949,0.00090716017,0.0012268558,0.00079723756,0.00045183997,0.00036938814,0.0000030211543],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017671939,0.00015089726,0.9039474,0.000290624,0.00033295754,0.0041751796,0.059953377,0.00000423533,0.0000067607116,0.00060247455,0.02341812,0.0069412445],"study_design_scores_gemma":[0.004581034,0.0019213104,0.2787602,0.0019630971,0.0016520858,0.00073664624,0.5371555,0.000071189046,0.000015842917,0.005368825,0.1658075,0.0019667838],"about_ca_topic_score_codex":0.027960243,"about_ca_topic_score_gemma":0.32566068,"teacher_disagreement_score":0.6251872,"about_ca_system_score_codex":0.0002840891,"about_ca_system_score_gemma":0.00037560545,"threshold_uncertainty_score":0.99995726},"labels":[],"label_agreement":null},{"id":"W1540866187","doi":"10.3968/5501","title":"A Review of Japanese Government Response to the Public Crises of Earthquakes","year":2014,"lang":"en","type":"review","venue":"Studies in sociology of science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Emergency management; Order (exchange); Political science; Public order; Leakage (economics); Crisis management; Public policy; Public administration; Business; Economics; Law; Finance; Macroeconomics","score_opus":0.1514696515075311,"score_gpt":0.46960211262064955,"score_spread":0.31813246111311844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540866187","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016570642,0.98926806,0.0000010710024,0.0022599264,0.00054671476,0.00088140497,0.000010469747,0.000005587394,0.005369683],"genre_scores_gemma":[0.009413817,0.98951155,0.000052218227,0.00025080462,0.000041867796,0.00008458419,2.4361742e-7,0.0000046510318,0.0006402821],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957289,0.0015904839,0.00088049495,0.00040246986,0.0009776126,0.00042002226],"domain_scores_gemma":[0.9962723,0.0020402283,0.00085523404,0.00048316948,0.00029266434,0.000056350145],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.014889211,0.00018317178,0.0015606411,0.00015307318,0.00033439024,0.0000053419276,0.0021371392,0.00008693235,0.000021579632],"category_scores_gemma":[0.011948875,0.000107162436,0.00023639823,0.0014601917,0.061307985,0.000111758134,0.00081779953,0.0001486119,0.000009539942],"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":[0.000041632968,0.00020634728,0.000093416216,0.12611584,0.00025381308,0.0000033968686,0.41974583,0.0000016564333,0.0000057471516,0.01584687,0.016722074,0.42096338],"study_design_scores_gemma":[0.000036515903,0.00010788109,0.000039716546,0.027825389,0.000082181126,3.419912e-7,0.13224357,9.443053e-8,3.028709e-7,0.00009107061,0.83946997,0.00010295633],"about_ca_topic_score_codex":0.000044526227,"about_ca_topic_score_gemma":0.00013678709,"teacher_disagreement_score":0.8227479,"about_ca_system_score_codex":0.00015523612,"about_ca_system_score_gemma":0.00049603166,"threshold_uncertainty_score":0.9963739},"labels":[],"label_agreement":null},{"id":"W1549436069","doi":"10.1080/13669877.2015.1042496","title":"How do natural and man-made disasters affect international trade? A country-level and industry-level analysis","year":2015,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Endogeneity; Natural disaster; Gravity model of trade; Terrorism; Affect (linguistics); Economics; Socioeconomic status; International trade; Business; Econometrics; Geography","score_opus":0.12268575002910852,"score_gpt":0.41415980179568296,"score_spread":0.2914740517665744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1549436069","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":[0.98269427,0.0009864282,0.00017580653,0.012185277,0.0003509821,0.00013025186,0.000025289162,0.0000057207935,0.0034459536],"genre_scores_gemma":[0.9954255,0.0008091298,0.00030535695,0.000034500048,0.00038822263,0.000001576482,0.0000014795022,0.0000059182053,0.0030282761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676734,0.00057986187,0.00020147345,0.00018619538,0.0019138863,0.00035121653],"domain_scores_gemma":[0.99877214,0.00040105288,0.00018738584,0.00010378204,0.00017978055,0.00035587588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042526247,0.000097387405,0.00021727443,0.0006602934,0.00030130026,0.0009796013,0.00049680186,0.0001241951,0.000019984931],"category_scores_gemma":[0.0013458387,0.00007181605,0.00007540401,0.0009487036,0.0007009455,0.0007692455,0.00017281399,0.0009335857,0.0000013154312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056929153,0.00025397187,0.77435005,0.0000433343,0.0017381213,0.00024316751,0.058213875,0.000115123265,0.0001602768,0.0067287064,0.042844128,0.11473994],"study_design_scores_gemma":[0.0020763024,0.00028046814,0.7239666,0.000120695615,0.00035978283,0.000029274615,0.19202851,0.0009920317,0.000027617858,0.0026052105,0.07720481,0.0003086839],"about_ca_topic_score_codex":0.00031836252,"about_ca_topic_score_gemma":0.0009564274,"teacher_disagreement_score":0.13381463,"about_ca_system_score_codex":0.00013020766,"about_ca_system_score_gemma":0.00014599836,"threshold_uncertainty_score":0.94463176},"labels":[],"label_agreement":null},{"id":"W1550441254","doi":"","title":"We can make things better for each other: Women and girls organize to reduce disasters in Central America","year":2009,"lang":"en","type":"book-chapter","venue":"Northumbria Research Link (Northumbria University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disaster risk reduction; Agency (philosophy); Gender equality; Political science; International development; Public relations; Emergency management; Economic growth; Resistance (ecology); Gender studies; Sociology; Social science; Economics","score_opus":0.03573902620371229,"score_gpt":0.2917135880689493,"score_spread":0.25597456186523704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550441254","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12120137,0.0001654419,0.00009957831,0.024895532,0.00047852247,0.0045753834,0.00022149541,0.00021614517,0.84814656],"genre_scores_gemma":[0.064498335,0.0011667344,0.00040777022,0.000992062,0.0008882135,0.000017853026,0.00004872054,0.00012363531,0.9318567],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942997,0.0004006416,0.00046446655,0.0013616824,0.001381851,0.0020916665],"domain_scores_gemma":[0.9973764,0.00042058193,0.000232545,0.0006933156,0.0003410379,0.00093615364],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011602453,0.000550225,0.0007564724,0.00163404,0.0011367201,0.0004341826,0.0017063176,0.00048014603,0.0002684652],"category_scores_gemma":[0.00019492354,0.000610334,0.00020116213,0.0008642166,0.0013211081,0.0003518642,0.0006155936,0.0010331853,0.00007933618],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021326838,0.0003152981,0.008793043,0.00046440892,0.0005659961,0.0007168105,0.22105302,0.0000315395,0.00019335638,0.16554257,0.008538984,0.5916523],"study_design_scores_gemma":[0.0011208351,0.00031339808,0.0012641273,0.0002803997,0.00004201444,0.0000010640402,0.00815457,0.000011934158,0.000004334149,0.007434544,0.9806394,0.0007333608],"about_ca_topic_score_codex":0.0031249207,"about_ca_topic_score_gemma":0.027572311,"teacher_disagreement_score":0.97210044,"about_ca_system_score_codex":0.0011316421,"about_ca_system_score_gemma":0.0008452517,"threshold_uncertainty_score":0.9996348},"labels":[],"label_agreement":null},{"id":"W1554771390","doi":"10.15353/joci.v6i3.2538","title":"“Poetic” publics: Agency and rhetorics of “netroots” activism in post-earthquake L’Aquila","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Poetry; Agency (philosophy); Public sphere; Sociology; Media studies; Mainstream; Politics; Aesthetics; Social movement; Citizen journalism; Political science; Social science; Literature; Art; Law","score_opus":0.06232076987606024,"score_gpt":0.29891705662393847,"score_spread":0.23659628674787822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554771390","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":[0.8993466,0.00005729053,0.0002096641,0.00033709354,0.0001153174,0.00008482953,9.867682e-7,0.000004294672,0.099843934],"genre_scores_gemma":[0.99870485,0.000763489,0.00021713169,0.00012924224,0.000018369696,2.7805513e-7,2.8926024e-7,0.0000028608601,0.00016350603],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99840766,0.0005249533,0.0005206677,0.000007016721,0.0003709641,0.00016876428],"domain_scores_gemma":[0.9986155,0.00031886256,0.00056160445,0.00023031853,0.00020732585,0.000066363886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003900483,0.00006885587,0.00016321261,0.0001763353,0.0002806073,0.000046009434,0.00083505013,0.000047198184,0.00004597783],"category_scores_gemma":[0.0003534886,0.00004622564,0.000039932027,0.0002954215,0.0004103705,0.00089282484,0.00019667466,0.0004658001,0.0000034800241],"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":[0.00003799672,0.00012755551,0.0022617315,0.000042982214,0.000024347057,3.6045813e-7,0.9626864,0.000012151782,0.000013488173,0.006425507,0.0002605746,0.028106865],"study_design_scores_gemma":[0.00046504335,0.00038569476,0.14163539,0.00008810526,0.000051153245,0.000009875473,0.841706,0.000056696455,0.00005397232,0.009496191,0.0059346138,0.00011727921],"about_ca_topic_score_codex":0.0006946623,"about_ca_topic_score_gemma":0.0008537614,"teacher_disagreement_score":0.13937366,"about_ca_system_score_codex":0.000024850957,"about_ca_system_score_gemma":0.00009284157,"threshold_uncertainty_score":0.2158233},"labels":[],"label_agreement":null},{"id":"W1556291730","doi":"10.4000/vertigo.15013","title":"La prévention des désastres basée sur les écosystèmes : Justifications et limites d’une forme d’adaptation","year":2014,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.07926069261793355,"score_gpt":0.2795670264272837,"score_spread":0.20030633380935015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556291730","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":[0.7762308,0.002998734,0.046911463,0.0116361845,0.0011691235,0.00041671336,0.000016101729,0.00017187797,0.16044898],"genre_scores_gemma":[0.94694704,0.0013602106,0.0017081511,0.00007973226,0.00017948158,0.000032475855,0.000027532255,0.000015657015,0.04964973],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813133,0.00055962,0.0002844038,0.00030078075,0.000362851,0.00036102635],"domain_scores_gemma":[0.9990203,0.0003811948,0.00015389398,0.00020530747,0.00013449538,0.00010482678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063295977,0.00016633951,0.00015081374,0.00010940102,0.00066247035,0.0002563284,0.00029115748,0.00013921643,0.00031743647],"category_scores_gemma":[0.00040273977,0.00016288497,0.00011710535,0.0005927802,0.00074477604,0.0009629493,0.000059982176,0.00012164642,0.00022396554],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013112511,0.0002895288,0.015504632,0.0003393049,0.000039105988,0.000001476759,0.022698058,0.0006424101,0.0002800305,0.5875701,0.0064058844,0.36621642],"study_design_scores_gemma":[0.00046379192,0.0001593441,0.16579017,0.00086996594,0.00022125429,0.0000015894058,0.035093408,0.015731582,0.00017574045,0.04577439,0.73526406,0.00045469205],"about_ca_topic_score_codex":0.0018320744,"about_ca_topic_score_gemma":0.026341395,"teacher_disagreement_score":0.7288582,"about_ca_system_score_codex":0.00007462437,"about_ca_system_score_gemma":0.0000705606,"threshold_uncertainty_score":0.99142534},"labels":[],"label_agreement":null},{"id":"W1558780126","doi":"10.26687/archnet-ijar.v7i3.56","title":"THE ROLE OF LOW-COST HOUSING IN THE PATH FROM VULNERABILITY TO RESILIENCE","year":2013,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Vulnerability (computing); Resilience (materials science); Business; Community resilience; Government (linguistics); General partnership; Stakeholder; Environmental planning; Yard; Environmental resource management; Architectural engineering; Engineering; Geography; Political science; Public relations; Computer security; Computer science; Economics; Finance","score_opus":0.12933904952790728,"score_gpt":0.5197159237321334,"score_spread":0.39037687420422607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558780126","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":[0.9622787,0.0023299248,0.00008214662,0.0010158928,0.00029106962,0.0011234918,0.000008581504,0.000011880889,0.032858267],"genre_scores_gemma":[0.997655,0.001551402,0.00006221139,0.00029991908,0.000110177905,0.000071306255,9.0082403e-7,0.000010557695,0.00023856232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965564,0.0009625694,0.00063062686,0.00033769532,0.0010742609,0.00043844467],"domain_scores_gemma":[0.9975711,0.0010453305,0.00045025698,0.00057628145,0.00020976085,0.00014726075],"candidate_categories":["scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037036235,0.00016279132,0.00033083578,0.00018827795,0.00077478704,0.0019491293,0.0054198583,0.000058800026,0.0019245374],"category_scores_gemma":[0.00091020536,0.000097995726,0.00010041855,0.001307879,0.0005541624,0.0019876119,0.00078025204,0.00027051527,0.000029009374],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006570527,0.00024216136,0.82593447,0.00001612836,0.000026281923,0.000004317359,0.011134714,0.0003136825,0.01047351,0.0010553256,0.009899208,0.14083453],"study_design_scores_gemma":[0.000128622,0.00000483902,0.94013536,0.00019955485,0.000013263897,1.0963687e-7,0.014641502,0.0000766987,0.0016000503,0.029350348,0.013674575,0.00017506222],"about_ca_topic_score_codex":0.032580283,"about_ca_topic_score_gemma":0.0059840158,"teacher_disagreement_score":0.14065947,"about_ca_system_score_codex":0.00007206081,"about_ca_system_score_gemma":0.00012308493,"threshold_uncertainty_score":0.9999613},"labels":[],"label_agreement":null},{"id":"W1561439374","doi":"10.1109/ihtc.2015.7238051","title":"Exploring the citizen-driven response to crisis in cyberspace, risk and the need for resilience","year":2015,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cyberspace; Resilience (materials science); Context (archaeology); Psychological resilience; Political science; Diaspora; Sociology; Public relations; Computer science; Internet privacy; The Internet; Geography; Psychology; Social psychology; World Wide Web; Law","score_opus":0.07602687864314156,"score_gpt":0.31386183109831794,"score_spread":0.23783495245517638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561439374","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":[0.8989646,0.000046893147,0.0015508645,0.063615315,0.00023215824,0.0009754118,0.0000014550565,0.000038273196,0.034575026],"genre_scores_gemma":[0.9888109,0.000104956096,0.0005342072,0.00076996564,0.00006239466,0.00017980672,8.1837925e-8,0.0000047679246,0.009532901],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985998,0.0005282987,0.00011432136,0.00019363785,0.00029521374,0.0002687304],"domain_scores_gemma":[0.9987005,0.00090445013,0.000036869278,0.00020331306,0.000051624655,0.000103226324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038640387,0.000069533475,0.00009677649,0.000076799275,0.00042569294,0.00017630914,0.0004286042,0.000017693072,0.0000069286543],"category_scores_gemma":[0.0016766947,0.00003588622,0.000031154323,0.0004913014,0.00036702811,0.00027945865,0.00014715486,0.00006413534,0.000015743304],"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":[0.0057365038,0.000056730234,0.015031549,0.000009632345,0.000027115977,0.0000054678912,0.6536814,0.0020607077,0.000062176616,0.20669092,0.0960015,0.020636288],"study_design_scores_gemma":[0.0019127593,0.00010017446,0.022209004,0.000021999944,0.000023443552,2.0698648e-7,0.80466497,0.0006892438,0.000031216707,0.009193598,0.1609617,0.00019166939],"about_ca_topic_score_codex":0.0037392438,"about_ca_topic_score_gemma":0.007523705,"teacher_disagreement_score":0.19749732,"about_ca_system_score_codex":0.00003789984,"about_ca_system_score_gemma":0.00004921756,"threshold_uncertainty_score":0.5652643},"labels":[],"label_agreement":null},{"id":"W1569712917","doi":"10.1177/194277861000300106","title":"Alternatives for Sustained Disaster Risk Reduction","year":2010,"lang":"en","type":"article","venue":"Human Geography","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; International Institute for Sustainable Development","funders":"","keywords":"Disaster risk reduction; Reduction (mathematics); Political science; Development economics; Business; Geography; Environmental planning; Economics","score_opus":0.01135051364820006,"score_gpt":0.3154011547861399,"score_spread":0.30405064113793984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1569712917","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":[0.9075814,0.000018419889,0.00037415026,0.0002855964,0.00075313024,0.0004085694,0.0000046695855,0.000087997185,0.090486094],"genre_scores_gemma":[0.9917139,0.000018777135,0.0003558168,0.000024574663,0.0006007552,0.000047315498,0.000006575878,0.0000075975504,0.007224694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991707,0.000051534153,0.0001080188,0.00020927432,0.00019397201,0.00026646524],"domain_scores_gemma":[0.9995931,0.000028716866,0.00008436747,0.0001561835,0.00006942061,0.00006820278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003790069,0.00007788056,0.00007275193,0.00015995413,0.00089629035,0.00014926838,0.0002590312,0.000044075114,0.00022745186],"category_scores_gemma":[0.000040728257,0.000069541435,0.00011936338,0.00019159412,0.0005034262,0.00026405868,0.000032404478,0.00010032085,0.0000119515535],"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":[0.00006504242,0.0003463593,0.18960385,0.000052754047,0.0001392777,0.0000022372017,0.058838572,0.0000064251562,0.0037724376,0.6896918,0.013323015,0.044158224],"study_design_scores_gemma":[0.0012547582,0.00021500174,0.18573362,0.000021423955,0.000113893955,3.9133246e-7,0.07332216,0.00003587859,0.0002623763,0.17286964,0.56556994,0.0006009281],"about_ca_topic_score_codex":0.00038127182,"about_ca_topic_score_gemma":0.0010599154,"teacher_disagreement_score":0.5522469,"about_ca_system_score_codex":0.000005250372,"about_ca_system_score_gemma":0.00000973506,"threshold_uncertainty_score":0.6893631},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.016246004976477185,"score_gpt":0.2990156184246055,"score_spread":0.28276961344812834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1575853504","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":[0.97050935,0.00009038488,0.00079189305,0.021483835,0.0005007627,0.00030496327,0.0000024789338,0.0000053409553,0.0063109878],"genre_scores_gemma":[0.99434483,0.00010281467,0.00051583245,0.0019376527,0.00026605418,0.000019084278,5.2887236e-7,0.0000069393323,0.0028062772],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99721265,0.0003371848,0.00046483803,0.00017675923,0.0015095749,0.00029896633],"domain_scores_gemma":[0.99909866,0.00028037067,0.00020855936,0.0002084539,0.00008349863,0.00012047149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011145377,0.000118471835,0.00013059942,0.0002479524,0.00012672032,0.00032543225,0.0018843597,0.00004052348,0.0006990582],"category_scores_gemma":[0.00034721394,0.00008186406,0.00009381535,0.00014168044,0.00029476362,0.0007141233,0.0001836606,0.00018174903,0.0003908981],"study_design_candidate":"observational","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":[0.0007880611,0.0018040604,0.274247,0.000022352973,0.00019953177,0.00065564597,0.2900743,0.009471284,0.011512147,0.0110119395,0.014541907,0.38567176],"study_design_scores_gemma":[0.0005662902,0.00032849028,0.7546058,0.00019003202,0.000017134134,0.000037948994,0.1321443,0.000064343316,0.00015092418,0.0037995991,0.10780089,0.00029420678],"about_ca_topic_score_codex":0.00051861117,"about_ca_topic_score_gemma":0.00026402634,"teacher_disagreement_score":0.48035884,"about_ca_system_score_codex":0.00013875256,"about_ca_system_score_gemma":0.00005534112,"threshold_uncertainty_score":0.76541966},"labels":[],"label_agreement":null},{"id":"W1580011485","doi":"10.5206/uwoja.v17i1.8894","title":"Politically Charged, Politically Correct: Preparing for Landmines during Fieldwork in the Netherlands","year":2011,"lang":"en","type":"article","venue":"The University of Western Ontario Journal of Anthropology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Political science","score_opus":0.03225971688425342,"score_gpt":0.2736908216374167,"score_spread":0.2414311047531633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580011485","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":[0.96737444,0.000027430935,0.00074355595,0.0024972649,0.00026113726,0.000121061894,7.7348903e-7,0.0000035395537,0.028970767],"genre_scores_gemma":[0.9970661,0.00005201543,0.00013261216,0.00008911119,0.000091841684,8.80669e-8,1.8501407e-7,0.00000228324,0.0025657744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924195,0.00014645506,0.000156121,0.00006979188,0.00014232243,0.00024335764],"domain_scores_gemma":[0.9994618,0.00018001866,0.00014392998,0.000101805475,0.00006970992,0.000042710384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000539182,0.000057440902,0.00015583943,0.000063313564,0.00031065513,0.000011851496,0.00063921534,0.000052784773,0.00028176035],"category_scores_gemma":[0.000042587955,0.000037546753,0.00007958696,0.00006301465,0.00090745994,0.00012281169,0.000057083307,0.00014076947,0.0000021311916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006051557,0.00017592635,0.62952286,0.000022237073,0.00006529915,0.000053154283,0.34437105,0.000006343672,0.000026371314,0.024293976,0.0004565894,0.00040100538],"study_design_scores_gemma":[0.0016203581,0.00081988616,0.70606476,0.00013208763,0.00015561888,0.000057812897,0.2631833,0.0000052676423,0.00007928611,0.0057904935,0.021918599,0.00017254986],"about_ca_topic_score_codex":0.05836924,"about_ca_topic_score_gemma":0.42619953,"teacher_disagreement_score":0.36783028,"about_ca_system_score_codex":0.000058477126,"about_ca_system_score_gemma":0.00012695712,"threshold_uncertainty_score":0.9479011},"labels":[],"label_agreement":null},{"id":"W1581333508","doi":"10.1023/a:1022913620888","title":"A General Framework for Mitigation-oriented Planning Assessments of Mobile Telecommunications Lifelines (MTL)","year":2003,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Operationalization; Natural hazard; Geographic information system; Computer science; Telecommunications; Risk analysis (engineering); Process management; Business; Geography; Remote sensing","score_opus":0.022874881329244357,"score_gpt":0.3989780035586251,"score_spread":0.37610312222938075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1581333508","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":[0.9408531,0.0018012985,0.019111892,0.0006061596,0.0018306298,0.001093396,0.000020031333,0.000106557585,0.034576915],"genre_scores_gemma":[0.9312765,0.000048453534,0.06399599,0.00011345676,0.00018396442,0.000093507,0.000021920709,0.000007151643,0.0042590853],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990157,0.00011516023,0.00020946003,0.00014586185,0.00029277537,0.00022106215],"domain_scores_gemma":[0.9992701,0.00021257841,0.00012049823,0.0001971674,0.00014733215,0.000052365176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036520898,0.000079637786,0.00012333917,0.00006691919,0.00040229582,0.000045310073,0.0002951931,0.000082320534,0.00003292525],"category_scores_gemma":[0.00046834326,0.00007156099,0.000075916825,0.0003615243,0.00016037449,0.00019595619,0.00003252764,0.00012656934,0.0000032300707],"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":[0.000049608814,0.00038104964,0.028986996,0.00008356907,0.00016187348,0.0000015029764,0.01588679,0.00078643963,0.0009995808,0.889392,0.011080242,0.052190315],"study_design_scores_gemma":[0.0013210595,0.0002696476,0.012349934,0.0003512949,0.00012907012,8.942353e-7,0.033936515,0.005728395,0.0023259586,0.049863048,0.89299524,0.0007289253],"about_ca_topic_score_codex":0.000060576927,"about_ca_topic_score_gemma":0.00005884828,"teacher_disagreement_score":0.88191503,"about_ca_system_score_codex":0.000039148206,"about_ca_system_score_gemma":0.000121889694,"threshold_uncertainty_score":0.3094175},"labels":[],"label_agreement":null},{"id":"W1586199720","doi":"","title":"Exercises Abroad: How Differing National Experiences are Reflected in Emergency Response Planning and Exercises","year":2007,"lang":"en","type":"article","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Department of Energy","keywords":"Emergency response; Natural disaster; Emergency management; Government (linguistics); Emergency planning; Event (particle physics); Political science; Public relations; Disaster response; Psychology; Operations management; Engineering; Geography; Medicine; Medical emergency; Law","score_opus":0.01768219449546126,"score_gpt":0.233773262459516,"score_spread":0.21609106796405472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1586199720","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":[0.98578715,0.00010408666,0.00016101608,0.0002908564,0.00007936565,0.00022516324,0.00007811991,0.000088624285,0.01318559],"genre_scores_gemma":[0.9874979,0.0002661105,0.00025571912,0.000009610877,0.000025108855,3.4681673e-8,0.000034317363,0.000008678693,0.011902481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838614,0.000089717716,0.00016810051,0.00039525406,0.0005835306,0.00037722496],"domain_scores_gemma":[0.9990806,0.00017898498,0.00029772264,0.00015234575,0.000096717675,0.0001936486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018434708,0.00018217866,0.00030518603,0.0006126165,0.00045634486,0.000066896435,0.0007593177,0.000080990845,0.00020205093],"category_scores_gemma":[0.00007284061,0.00023520505,0.00010396896,0.0010762602,0.0008647494,0.0038629898,0.00046048252,0.00013396337,0.000008094935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080517464,0.00012741043,0.9888972,0.00004503962,0.000024781652,0.00014116254,0.006020667,0.00004157391,5.298994e-7,0.00009324,0.0009376635,0.002865561],"study_design_scores_gemma":[0.00042275328,0.00007469193,0.96710825,0.000085590174,0.000019884134,6.736579e-7,0.022161236,0.000022687907,0.0000053191975,0.00006371354,0.009789937,0.00024528377],"about_ca_topic_score_codex":0.0002951876,"about_ca_topic_score_gemma":0.004259567,"teacher_disagreement_score":0.021788966,"about_ca_system_score_codex":0.00005825431,"about_ca_system_score_gemma":0.00012392315,"threshold_uncertainty_score":0.95913833},"labels":[],"label_agreement":null},{"id":"W1590664924","doi":"10.1002/9781444305012.ch6","title":"The Troubled Public Sphere and Media Coverage of the 2003 Toronto SARS Outbreak","year":2008,"lang":"en","type":"other","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"York University","keywords":"Blame; Framing (construction); Media coverage; Politics; Coronavirus disease 2019 (COVID-19); Public sphere; Political science; Crisis communication; Media studies; News media; Sociology; Geography; Public relations; Law; Medicine; Psychology; Social psychology","score_opus":0.015597536094720149,"score_gpt":0.2544676598550103,"score_spread":0.23887012376029015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590664924","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000120888726,0.0023492896,0.00001270712,0.0009100872,0.00082207215,0.00039463543,0.0000059316335,0.00004120479,0.9953432],"genre_scores_gemma":[0.007367767,0.010402217,0.000024367226,0.0001442474,0.00018219215,0.000007798887,0.0000012841097,0.00003944663,0.98183066],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988135,0.00013927255,0.00013462258,0.00017822333,0.0004821806,0.0002521745],"domain_scores_gemma":[0.9993937,0.00006254862,0.000150785,0.00029833746,0.000038070375,0.00005658459],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002264139,0.00012547198,0.0001578055,0.000013076152,0.0003267386,0.0001169562,0.0006806062,0.00012582405,0.0036202187],"category_scores_gemma":[0.00011330145,0.000060078233,0.000053511227,0.00017756612,0.00076572056,0.0001070283,0.00014528536,0.0000647804,0.000019783394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022221204,0.000015867534,0.0007857832,0.000008642309,0.00003276674,6.1621915e-7,0.0018360897,4.3116472e-8,5.9964015e-7,0.04412784,0.93768996,0.015499569],"study_design_scores_gemma":[0.00013304559,0.0000051126685,0.0010938917,0.00002100591,0.000012438544,1.3741074e-7,0.004799828,0.0000010999662,6.5746167e-7,0.00017112527,0.9936727,0.00008895877],"about_ca_topic_score_codex":0.014384763,"about_ca_topic_score_gemma":0.41380844,"teacher_disagreement_score":0.3994237,"about_ca_system_score_codex":0.000037756003,"about_ca_system_score_gemma":0.0001464482,"threshold_uncertainty_score":0.9972906},"labels":[],"label_agreement":null},{"id":"W1596413919","doi":"10.70675/29c067e4zf32cz4ed9zad82z4cbe1b66aaef","title":"L'action en situation d'urgence : facteurs d'efficacité dans la gestion du réseau routier en cas de crûes rapides : étude appliquée au département du Gard","year":2014,"lang":"fr","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01606587954575617,"score_gpt":0.29388392669661045,"score_spread":0.2778180471508543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596413919","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":[0.85436785,0.000069926486,0.09244494,0.003673362,0.002498724,0.0012644893,0.0000085694455,0.0002299632,0.04544216],"genre_scores_gemma":[0.96907264,0.00156982,0.00040467578,0.00012842777,0.0010657426,0.00024405768,0.00034660814,0.000050328115,0.027117727],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9946576,0.0016154972,0.0007779659,0.00092148245,0.0011969184,0.000830556],"domain_scores_gemma":[0.99784815,0.0006989553,0.0005794873,0.00034692517,0.00021785627,0.00030864213],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002558574,0.0006096488,0.00049622206,0.00025938786,0.001049994,0.00039253937,0.0007359697,0.000689172,0.0006188632],"category_scores_gemma":[0.00038630454,0.0005879324,0.0002826729,0.000526697,0.0003850661,0.00083767367,0.0000974834,0.0004268336,0.00039151675],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027666343,0.0010550111,0.14198667,0.0008254471,0.00043030176,0.00002926827,0.47191122,0.013172425,0.008549818,0.15530999,0.0034618531,0.20299132],"study_design_scores_gemma":[0.0006024728,0.0002387775,0.76092637,0.0003757372,0.0005883209,0.0000051431307,0.17687844,0.009763391,0.0025211065,0.0016990089,0.045241076,0.0011601406],"about_ca_topic_score_codex":0.014154653,"about_ca_topic_score_gemma":0.08477992,"teacher_disagreement_score":0.6189397,"about_ca_system_score_codex":0.0014001686,"about_ca_system_score_gemma":0.00042024476,"threshold_uncertainty_score":0.9996572},"labels":[],"label_agreement":null},{"id":"W1597300530","doi":"10.1023/a:1024723228041","title":"Patterns of Coping and Adaptation Among Erosion-Induced Displacees in Bangladesh: Implications for Hazard Analysis and Mitigation","year":2003,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":95,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Natural hazard; Context (archaeology); Socioeconomic status; Psychosocial; Hazard; Flood myth; Socioeconomics; Geography; Neglect; Social psychology; Sociology; Psychology; Population; Demography; Ecology","score_opus":0.019243513215150377,"score_gpt":0.30557103105296224,"score_spread":0.28632751783781185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1597300530","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":[0.9967632,0.00011784376,0.0015248257,0.0006072832,0.00006244652,0.00030078623,0.000008218627,0.000008831584,0.00060656184],"genre_scores_gemma":[0.99912083,0.000053043743,0.0005234157,0.000021759379,0.000013447559,0.0000168855,0.00001382737,0.0000029708608,0.00023381713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993638,0.000068148496,0.00015742991,0.0001608512,0.00012344528,0.00012634002],"domain_scores_gemma":[0.99964434,0.00010526049,0.000087019194,0.00006375757,0.00006287255,0.0000367314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030614075,0.000058390542,0.00011574554,0.00015722819,0.0001266839,0.000051735013,0.00005928743,0.000051111303,0.0000056239],"category_scores_gemma":[0.00013746037,0.000053084455,0.000036514837,0.00040372045,0.00006942596,0.0002599707,0.000013647073,0.000046094014,2.0639379e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060950483,0.000014402354,0.9663598,0.00002893394,0.000027180007,9.310435e-8,0.0049579614,0.000019105615,0.001120134,0.016672073,0.000020548556,0.010773694],"study_design_scores_gemma":[0.00023092494,0.000015718017,0.9921609,0.000029361354,0.00007060041,5.5592587e-8,0.004434297,0.0014110394,0.00026610438,0.0012161827,0.000087419794,0.00007737944],"about_ca_topic_score_codex":0.00038418727,"about_ca_topic_score_gemma":0.014452235,"teacher_disagreement_score":0.025801139,"about_ca_system_score_codex":0.000027216634,"about_ca_system_score_gemma":0.000023691702,"threshold_uncertainty_score":0.80646867},"labels":[],"label_agreement":null},{"id":"W1599041744","doi":"","title":"Child-centred disaster risk reduction in Australia : progress, gaps and opportunities","year":2014,"lang":"en","type":"article","venue":"RMIT Research Repository (RMIT University Library)","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Education and Early Childhood Development","funders":"","keywords":"Disaster risk reduction; Project commissioning; Resilience (materials science); Variety (cybernetics); Publishing; Risk management; Emergency management; Psychological resilience; Environmental planning; Political science; Public relations; Economic growth; Business; Geography; Psychology; Finance; Economics; Computer science","score_opus":0.05485386087341802,"score_gpt":0.28681867011041795,"score_spread":0.2319648092369999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599041744","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":[0.74927557,0.00019328356,0.0000033482254,0.002646141,0.00018301303,0.00034672918,0.0000028446807,0.000090417285,0.24725863],"genre_scores_gemma":[0.81405103,0.0007101718,0.00006316831,0.000008133115,0.00020640423,0.0000018045786,0.0000057277025,0.000009196288,0.18494436],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99665904,0.0015355342,0.000153362,0.00042544087,0.00065038685,0.00057623925],"domain_scores_gemma":[0.9992075,0.00008841075,0.000081143844,0.0002719678,0.00005642563,0.0002945296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053599646,0.00012744784,0.00015229157,0.00042588214,0.0012268549,0.00038623533,0.0005178675,0.0001193267,0.00011565588],"category_scores_gemma":[0.00004145788,0.00013204529,0.000052839692,0.000514568,0.0015894268,0.0021233752,0.00034542513,0.00039316306,0.0000225083],"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":[0.000658174,0.00083668757,0.5304633,0.00032358995,0.00014024577,0.0008399309,0.055525858,0.00002474323,0.00014080314,0.2707085,0.09465037,0.045687813],"study_design_scores_gemma":[0.0010003934,0.00020284134,0.10847923,0.0002793165,0.00003478637,0.00000606872,0.06670345,0.00013790028,0.00028115546,0.0017484432,0.82068497,0.00044142638],"about_ca_topic_score_codex":0.001910645,"about_ca_topic_score_gemma":0.0002900769,"teacher_disagreement_score":0.72603464,"about_ca_system_score_codex":0.000089376954,"about_ca_system_score_gemma":0.000116970514,"threshold_uncertainty_score":0.94360995},"labels":[],"label_agreement":null},{"id":"W1623222390","doi":"","title":"Response to Natural Hazards: Multi-Level Governance Challenges in Newfoundland & Labrador, Canada","year":2009,"lang":"en","type":"article","venue":"EGU General Assembly Conference Abstracts","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Natural (archaeology); Geography; Corporate governance; Business; Archaeology","score_opus":0.05776003490133307,"score_gpt":0.30699349514143476,"score_spread":0.24923346024010168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1623222390","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":[0.9385193,0.0005993424,0.000018250434,0.03989388,0.0006997527,0.00033872362,0.0000126973955,0.00004938725,0.019868685],"genre_scores_gemma":[0.978292,0.0003792074,0.0007972535,0.0015199361,0.00017865123,0.000012350501,0.0000041769676,0.0000094096495,0.018807046],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99736506,0.00023150192,0.00034550604,0.0005174564,0.00078042306,0.0007600405],"domain_scores_gemma":[0.99904114,0.00011420847,0.00013855689,0.00028777475,0.00013095496,0.0002873931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080996,0.0002404752,0.0002612096,0.00008296246,0.00024135533,0.00024079958,0.00073234766,0.00009796198,0.000047862082],"category_scores_gemma":[0.00040574034,0.00022842915,0.00004421791,0.00032473388,0.000072295195,0.0004981329,0.00006804123,0.00023382097,0.000050718798],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008665191,0.000548871,0.0034145375,0.000032661923,0.00004225157,0.0007008526,0.024363128,0.0023533646,0.016296702,0.04331291,0.016631685,0.8914365],"study_design_scores_gemma":[0.00048398296,0.00006628181,0.9192688,0.00007967371,0.0000042644297,0.0000011374815,0.0017700575,0.00016300172,0.00014351908,0.00023387924,0.0774127,0.00037269358],"about_ca_topic_score_codex":0.4587665,"about_ca_topic_score_gemma":0.9865587,"teacher_disagreement_score":0.9158543,"about_ca_system_score_codex":0.0004844176,"about_ca_system_score_gemma":0.00136356,"threshold_uncertainty_score":0.93150705},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.020858443566031972,"score_gpt":0.3055415160525383,"score_spread":0.28468307248650637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1626195261","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":[0.9811679,0.00018567088,0.00015927966,0.0028972928,0.0003101853,0.00019059492,0.0000030585077,0.0000032084902,0.015082777],"genre_scores_gemma":[0.9990141,0.00007084985,0.00023427363,0.0001622439,0.00020119552,0.000008207376,8.6311707e-7,0.0000072014623,0.00030111312],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996261,0.00045540248,0.0007765896,0.00020148953,0.001985532,0.00031996678],"domain_scores_gemma":[0.9989514,0.00018161006,0.0005366078,0.00016927505,0.00006830101,0.000092802315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021790725,0.00013823833,0.00022059387,0.0002607318,0.000072955496,0.00009733706,0.002017196,0.00005883819,0.000053842385],"category_scores_gemma":[0.00029259425,0.00010481354,0.00010770152,0.0002567089,0.00077464595,0.00067084155,0.00020630931,0.00024185443,0.000016697439],"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":[0.0005934342,0.001432467,0.30835053,0.00002206966,0.00007191236,0.0002098249,0.6000521,0.022429505,0.005139116,0.0126799755,0.0008600945,0.048158936],"study_design_scores_gemma":[0.0018376039,0.0002614151,0.2067445,0.0003160042,0.000026535068,0.00002541589,0.7642171,0.00045787392,0.0005449272,0.012754316,0.012469101,0.00034524515],"about_ca_topic_score_codex":0.00036076145,"about_ca_topic_score_gemma":0.0005048453,"teacher_disagreement_score":0.16416492,"about_ca_system_score_codex":0.00028499882,"about_ca_system_score_gemma":0.00011142439,"threshold_uncertainty_score":0.4274172},"labels":[],"label_agreement":null},{"id":"W1629012963","doi":"10.1038/522277a","title":"Global risks: Pool knowledge to stem losses from disasters","year":2015,"lang":"en","type":"article","venue":"Nature","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":191,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Resilience (materials science); Natural hazard; Natural disaster; Risk analysis (engineering); Business; Environmental planning; Environmental resource management; Environmental science; Geography; Physics","score_opus":0.04285422275028065,"score_gpt":0.3680956293344032,"score_spread":0.32524140658412254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1629012963","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":[0.6323975,0.0013480907,0.0001422307,0.0028022039,0.0020535924,0.00025873483,0.000035270386,0.00011402398,0.36084837],"genre_scores_gemma":[0.98520356,0.000009630549,0.0001356644,0.0008252096,0.00051886286,0.0000057810817,0.0000043015616,0.000005114953,0.013291894],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988681,0.00009886217,0.00009227757,0.00024963377,0.00041883354,0.00027227984],"domain_scores_gemma":[0.99939066,0.000037414764,0.000032708103,0.00017857483,0.000085818836,0.00027479944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022050309,0.00009807902,0.00010717189,0.0000310011,0.00014291429,0.00016150833,0.0005204955,0.00036095016,0.000051785475],"category_scores_gemma":[0.0001136906,0.000080820486,0.00004235459,0.00048963184,0.00010769035,0.00022378903,0.000141812,0.00025744678,0.0005652523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094826835,0.00019856494,0.07302978,0.00001577912,0.00006349607,0.000026564878,0.061215438,0.00011986166,0.000010225869,0.036589075,0.7258683,0.10276811],"study_design_scores_gemma":[0.00032123338,0.00004112943,0.028572936,0.000045013352,0.000026016496,1.4876886e-7,0.042859923,0.000019336823,0.000016202055,0.0030497229,0.924816,0.00023232948],"about_ca_topic_score_codex":0.0011315313,"about_ca_topic_score_gemma":0.009519355,"teacher_disagreement_score":0.35280603,"about_ca_system_score_codex":0.00013444737,"about_ca_system_score_gemma":0.00010180152,"threshold_uncertainty_score":0.7265364},"labels":[],"label_agreement":null},{"id":"W1646414198","doi":"10.1016/j.proeng.2015.08.422","title":"Knowledge-based Approach for Sustainable Disaster Management: Empowering Emergency Response Management Team","year":2015,"lang":"en","type":"article","venue":"Procedia Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Northern Alberta Institute of Technology","funders":"","keywords":"Emergency management; Business; Process (computing); Government (linguistics); Livelihood; Process management; Sustainable development; Knowledge management; Environmental planning; Computer science; Political science; Economics; Geography; Economic growth","score_opus":0.01951450912741158,"score_gpt":0.2911656224657853,"score_spread":0.2716511133383737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1646414198","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":[0.022531874,0.00066800194,0.36722264,0.00023164603,0.0009914195,0.0032015964,0.000002478709,0.00072694325,0.6044234],"genre_scores_gemma":[0.8936644,0.00004217042,0.019274134,0.00002493822,0.00029221547,0.00095089816,0.000011314124,0.000060322356,0.085679606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980772,0.00004211084,0.00026060446,0.00042004389,0.00038498463,0.0008150674],"domain_scores_gemma":[0.99926007,0.00004179287,0.000056363162,0.00025416948,0.00013867633,0.00024890853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014124122,0.00022204636,0.0001696944,0.0003278804,0.00026060117,0.00015119156,0.0005245249,0.00006427125,0.000020827258],"category_scores_gemma":[0.00015619224,0.00022908968,0.00009062301,0.00068925583,0.000051739073,0.00045665947,0.00019756045,0.00008188159,0.000027855223],"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":[0.0023583495,0.0019084516,0.004202544,0.01648593,0.0007257564,0.00014400609,0.14115442,0.18907082,0.0001672046,0.51405334,0.10652004,0.023209121],"study_design_scores_gemma":[0.0019241491,0.00012165048,0.00070608064,0.00011609666,0.00013153194,5.5234005e-7,0.100106485,0.05414449,0.000067519846,0.00078695075,0.84100634,0.00088816107],"about_ca_topic_score_codex":0.000011241118,"about_ca_topic_score_gemma":0.0000048863726,"teacher_disagreement_score":0.87113255,"about_ca_system_score_codex":0.00022535276,"about_ca_system_score_gemma":0.000052738123,"threshold_uncertainty_score":0.93420064},"labels":[],"label_agreement":null},{"id":"W165556021","doi":"","title":"Local government emergency management : emergency operations centres, training and decision making : a thesis presented in partial fulfilment of a Masters in Emergency Management at Massey University, Wellington, New Zealand","year":2011,"lang":"en","type":"dissertation","venue":"Massey Research Online (Massey University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency management; Training (meteorology); Government (linguistics); Emergency response; Operations management; Business; Public administration; Medical emergency; Engineering; Political science; Medicine; Geography; Law","score_opus":0.05255340030673285,"score_gpt":0.3318563346008576,"score_spread":0.2793029342941248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W165556021","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":[0.82303834,0.00066962984,0.0025781908,0.0011197461,0.0015155894,0.0044349083,0.00013892306,0.000102985294,0.16640171],"genre_scores_gemma":[0.51373756,0.054640803,0.0027228917,0.000006502252,0.00013198507,0.000015967458,0.00033937255,0.0000903054,0.42831463],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.992742,0.00088735676,0.0010109255,0.0013685097,0.002564239,0.0014269713],"domain_scores_gemma":[0.9982087,0.00010556391,0.0003744033,0.0006210003,0.00023096685,0.00045936988],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014743953,0.00056245195,0.0006748764,0.002270929,0.0007502294,0.0000665829,0.0016259785,0.0003669274,0.0020380623],"category_scores_gemma":[0.0000665564,0.0006532583,0.0002484578,0.0032967194,0.00023049224,0.00063946564,0.0012719191,0.0006504105,0.000021109974],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013185257,0.009490159,0.30751407,0.004790643,0.0033075325,0.006491825,0.1597825,0.010135248,0.0004172355,0.13123061,0.035222802,0.31843212],"study_design_scores_gemma":[0.0054389527,0.0005373251,0.12380472,0.0030987533,0.0006904531,0.0000013375223,0.59635794,0.0044131144,0.0000514272,0.0041196803,0.25944307,0.002043239],"about_ca_topic_score_codex":0.007226375,"about_ca_topic_score_gemma":0.26548412,"teacher_disagreement_score":0.4365754,"about_ca_system_score_codex":0.0014328205,"about_ca_system_score_gemma":0.00027562527,"threshold_uncertainty_score":0.9995919},"labels":[],"label_agreement":null},{"id":"W1657238732","doi":"10.1023/a:1022986226340","title":"Hazards Risk Assessment Methodology for Emergency Managers: A Standardized Framework for Application","year":2003,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":103,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Associated Medical Services","funders":"","keywords":"Ranking (information retrieval); Variety (cybernetics); Preparedness; Natural hazard; Vulnerability (computing); Event (particle physics); Set (abstract data type); Environmental planning; Emergency management; Hazardous waste; Risk analysis (engineering); Business; Public relations; Environmental resource management; Computer science; Political science; Engineering; Geography; Computer security; Environmental science","score_opus":0.038919934434622924,"score_gpt":0.42386774068129524,"score_spread":0.3849478062466723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1657238732","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007003304,0.0006062362,0.9544546,0.0015801692,0.002626869,0.002365189,0.000057773344,0.00013530526,0.031170556],"genre_scores_gemma":[0.58018875,0.00044579772,0.4115309,0.00019807754,0.0004083551,0.00081890705,0.000024549772,0.000025804542,0.0063588135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977003,0.0005082157,0.00031233067,0.00046137258,0.00047800902,0.00053980056],"domain_scores_gemma":[0.9984928,0.0005898082,0.00023453221,0.00028700256,0.0002937757,0.00010212374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033005353,0.00017501999,0.0002863315,0.000102778016,0.0008234416,0.00009138547,0.0004017346,0.00020757887,0.00015402646],"category_scores_gemma":[0.0020085296,0.0001532358,0.00025984578,0.00039734508,0.00015655246,0.00025062243,0.000038095983,0.00022097395,0.000008303597],"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":[0.00008903383,0.000047871683,0.0006381813,0.000054096836,0.00008554266,3.6058884e-7,0.0013444658,0.000016133641,0.00009099455,0.816812,0.008969241,0.17185213],"study_design_scores_gemma":[0.00072504475,0.00009775809,0.0011105913,0.000014551754,0.0001374909,1.8429698e-7,0.00406889,0.0008416428,0.000117703894,0.3652622,0.62733847,0.00028545747],"about_ca_topic_score_codex":0.00009805588,"about_ca_topic_score_gemma":0.00033724963,"teacher_disagreement_score":0.6183692,"about_ca_system_score_codex":0.00017032027,"about_ca_system_score_gemma":0.00018022444,"threshold_uncertainty_score":0.633333},"labels":[],"label_agreement":null},{"id":"W168111712","doi":"","title":"When the Fish Are Gone: Ecological Disaster and Fishers in Northwest Newfoundland","year":2007,"lang":"en","type":"article","venue":"British Journal of Canadian Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Geography; Fishery; Ecology; Environmental resource management; Environmental science; Biology","score_opus":0.028056159532728192,"score_gpt":0.2801871259411226,"score_spread":0.2521309664083944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W168111712","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":[0.96037,0.0028305335,0.0000012623342,0.010946982,0.00033555334,0.00010558684,0.000005222997,0.0000029080486,0.02540192],"genre_scores_gemma":[0.99349874,0.0033627672,0.000023130619,0.0013313546,0.00022390133,0.0000011764982,2.466416e-7,0.0000033915255,0.0015553171],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904114,0.00008152816,0.00023270324,0.000089203095,0.00022370432,0.00033173437],"domain_scores_gemma":[0.999388,0.00016613708,0.000114871385,0.00003962617,0.00009674543,0.00019466413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011025349,0.00006150648,0.0001647598,0.00016992658,0.000448734,0.00020308762,0.00021064536,0.000038315466,0.000041759104],"category_scores_gemma":[0.0003148932,0.00004909571,0.00003709255,0.00025460168,0.00054814725,0.00023447577,0.00003541672,0.00015434607,0.0000013327837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013480814,0.00002876538,0.8323404,0.000011706236,0.000077495424,0.0019013692,0.024424272,0.000004692091,2.4530686e-7,0.00035026876,0.07062151,0.0702258],"study_design_scores_gemma":[0.00017994917,0.000022270813,0.73639214,0.00007679356,0.000011511609,0.000040930685,0.074514344,2.002759e-7,3.3962582e-8,0.00035790546,0.18834677,0.000057131878],"about_ca_topic_score_codex":0.23437743,"about_ca_topic_score_gemma":0.99897504,"teacher_disagreement_score":0.7645976,"about_ca_system_score_codex":0.00014670301,"about_ca_system_score_gemma":0.000091053415,"threshold_uncertainty_score":0.7707209},"labels":[],"label_agreement":null},{"id":"W1694394193","doi":"","title":"Commercial Office Occupiers' Perceptions of Office Market in Post-Earthquake Christchurch, New Zealand","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relocation; Geography; Quarter (Canadian coin); Transport engineering; Engineering; Archaeology","score_opus":0.02532428205070198,"score_gpt":0.3275314319777406,"score_spread":0.3022071499270386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1694394193","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":[0.67007136,0.000047625457,9.220017e-7,0.0010966611,0.00034108752,0.00095594884,0.00003725432,0.000023269737,0.32742587],"genre_scores_gemma":[0.9162979,0.0075968206,0.0002850321,0.000118508586,0.0003776607,0.0000922139,0.00005521028,0.000037151876,0.07513951],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996,0.00087026804,0.00076313416,0.00080274045,0.0005615268,0.0010023201],"domain_scores_gemma":[0.9977573,0.0007030794,0.0002441046,0.0007875898,0.00018165214,0.00032626442],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002909258,0.0002828391,0.0005845338,0.00078786485,0.000259087,0.00025275492,0.0014721258,0.00049122155,0.0023551653],"category_scores_gemma":[0.00069633796,0.00031178392,0.00019529695,0.0003657585,0.0011153513,0.00025935582,0.0011780901,0.0013842424,0.00008128212],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087032735,0.00091839005,0.13884108,0.00036936929,0.00016715171,0.000038039212,0.044245187,0.0031849958,0.00007416248,0.0016637921,0.03143735,0.77819014],"study_design_scores_gemma":[0.00092716236,0.00012428947,0.81686723,0.00034257295,0.000016465016,7.815137e-7,0.028642418,0.00062778074,0.000002172828,0.00070588564,0.15117182,0.0005714392],"about_ca_topic_score_codex":0.02737812,"about_ca_topic_score_gemma":0.08640016,"teacher_disagreement_score":0.7776187,"about_ca_system_score_codex":0.00056731235,"about_ca_system_score_gemma":0.0015491567,"threshold_uncertainty_score":0.9999334},"labels":[],"label_agreement":null},{"id":"W1698902627","doi":"10.1080/10888700801926198","title":"Panel Discussion Three: Addressing Animal Welfare in Emergency Response Planning","year":2008,"lang":"en","type":"article","venue":"Journal of Applied Animal Welfare Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Emergency response; Welfare; Animal welfare; Disaster response; Business; Medical emergency; Political science; Medicine; Emergency management; Economics; Biology; Economic growth; Ecology","score_opus":0.057544909690887956,"score_gpt":0.3313105193650008,"score_spread":0.27376560967411284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1698902627","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":[0.95874304,0.000115007126,0.000054205404,0.010688489,0.000420774,0.00020735596,0.0000016776022,0.000037183974,0.029732268],"genre_scores_gemma":[0.9988491,0.00005758502,0.00057253573,0.00004230137,0.00022916276,0.0000040692958,2.971605e-7,0.000013332229,0.0002316369],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9961178,0.00011679552,0.000733286,0.00041941198,0.0018405112,0.00077221537],"domain_scores_gemma":[0.9986683,0.00004251662,0.00056381186,0.0001999709,0.0001970037,0.0003283691],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034550484,0.00020898804,0.00032039132,0.00064688694,0.0025439824,0.00017327105,0.001378383,0.00009442908,0.00030088905],"category_scores_gemma":[0.00031574673,0.00014302248,0.000113547074,0.0020837646,0.0012750888,0.0013169294,0.00026208945,0.00040948988,0.000013600126],"study_design_candidate":"observational","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":[0.023669986,0.0014320058,0.19169796,0.00019775688,0.00007543481,0.0036448305,0.23535469,0.0037460462,0.3104645,0.17461547,0.0041028154,0.050998513],"study_design_scores_gemma":[0.00066262786,0.00039173287,0.93310046,0.00015160836,0.000015155999,0.00003659939,0.04424296,0.0002527823,0.00037791382,0.0005168253,0.01985643,0.00039491014],"about_ca_topic_score_codex":0.000073399926,"about_ca_topic_score_gemma":0.000093956995,"teacher_disagreement_score":0.7414025,"about_ca_system_score_codex":0.00028059323,"about_ca_system_score_gemma":0.00044659298,"threshold_uncertainty_score":0.99875456},"labels":[],"label_agreement":null},{"id":"W169980242","doi":"10.1093/jof/109.8.454","title":"What Is Limiting More Flexible Fire Management—Public or Agency Pressure?","year":2011,"lang":"en","type":"article","venue":"Journal of Forestry","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Northern Research Station; U.S. Forest Service; Joint Fire Science Program","keywords":"Limiting; Agency (philosophy); Business; Engineering; Sociology; Mechanical engineering","score_opus":0.07224514658528015,"score_gpt":0.32315203350753097,"score_spread":0.2509068869222508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W169980242","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":[0.5858853,0.003002588,0.00023809006,0.005506896,0.0028890003,0.0003580666,0.0000024254068,0.00007592504,0.40204173],"genre_scores_gemma":[0.9304163,0.0033628035,0.0014985832,0.0004844497,0.0004293535,0.0000032523305,4.2108167e-7,0.000012849107,0.06379201],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848217,0.00006075272,0.00034423877,0.00013782844,0.00061762065,0.00035742112],"domain_scores_gemma":[0.9990995,0.00002911463,0.0003603198,0.00022535576,0.00011472353,0.000170975],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056108873,0.00010796243,0.00015703199,0.00012254597,0.00031837117,0.00032235216,0.000974931,0.00007282892,0.0014090753],"category_scores_gemma":[0.00007218127,0.000078887395,0.0001291264,0.0003279173,0.00019635534,0.0021904625,0.00017203702,0.00016312812,0.00003158241],"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":[0.00036477976,0.00095257495,0.09461945,0.0006042707,0.0010557622,0.0014327246,0.17880514,0.00003412347,0.000024221075,0.060675163,0.17787114,0.48356062],"study_design_scores_gemma":[0.0013324446,0.0004073746,0.105744325,0.0011155977,0.0004496226,0.000041662704,0.19871618,0.00017473986,0.00021602311,0.02596703,0.6651901,0.0006449077],"about_ca_topic_score_codex":0.00003246528,"about_ca_topic_score_gemma":0.000027575661,"teacher_disagreement_score":0.48731896,"about_ca_system_score_codex":0.000023737306,"about_ca_system_score_gemma":0.00008291796,"threshold_uncertainty_score":0.9995038},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.012951814770361407,"score_gpt":0.30743700961935727,"score_spread":0.2944851948489959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1718555614","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":[0.99470484,0.000077232224,0.00083347515,0.0024263745,0.0005294351,0.0002993068,0.0000010905086,0.000003347668,0.0011248656],"genre_scores_gemma":[0.99855363,0.00036565063,0.00061062817,0.0002575872,0.00010343907,0.000017005339,5.756916e-7,0.0000050740605,0.000086421904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790084,0.0002881997,0.00052715605,0.0001757065,0.00087923,0.00022885855],"domain_scores_gemma":[0.9992783,0.00019581665,0.00029784383,0.00012441818,0.000048459686,0.000055173085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074299047,0.00010742848,0.0001265987,0.00023150932,0.00007890137,0.00023740799,0.000472384,0.00005306576,0.0004676719],"category_scores_gemma":[0.00016585787,0.00007794368,0.00005145436,0.00011139298,0.0002777045,0.0012301897,0.00007878524,0.00016000879,0.000034612232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001855959,0.00017452857,0.5668975,0.0000046588366,0.000021309343,0.00002352329,0.032077517,0.001688934,0.00071474275,0.00071328186,0.00015840033,0.39734],"study_design_scores_gemma":[0.00061817106,0.00006959552,0.9622158,0.00017817675,0.000010650715,0.000019288536,0.030999267,0.00035576697,0.00001739064,0.0047123744,0.000698463,0.0001051006],"about_ca_topic_score_codex":0.0005642068,"about_ca_topic_score_gemma":0.0014500901,"teacher_disagreement_score":0.3972349,"about_ca_system_score_codex":0.00020913762,"about_ca_system_score_gemma":0.000024719611,"threshold_uncertainty_score":0.5120679},"labels":[],"label_agreement":null},{"id":"W1750303469","doi":"10.1111/1468-5973.12021","title":"Public–Private Partnerships for the Development of Disaster Resilient Communities","year":2013,"lang":"en","type":"article","venue":"Journal of Contingencies and Crisis Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Community College; Memorial University of Newfoundland; University of British Columbia","funders":"","keywords":"Resilience (materials science); Collaborative governance; Corporate governance; Business; Public relations; Psychological resilience; Disaster response; Emergency management; Environmental planning; Economic growth; Political science; Economics; Finance","score_opus":0.10683334103364904,"score_gpt":0.29906221037017716,"score_spread":0.1922288693365281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1750303469","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":[0.89438564,0.0021156513,0.011349415,0.024732718,0.00093644107,0.0014203298,0.0000014479081,0.000020688474,0.06503768],"genre_scores_gemma":[0.9943711,0.000572147,0.0025299275,0.00022861156,0.000094623756,0.000032695258,3.431751e-7,0.000005566139,0.002164946],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860275,0.000098792974,0.0005138581,0.00007174463,0.00045202076,0.00026081488],"domain_scores_gemma":[0.99884814,0.00018715093,0.0004227899,0.00015153234,0.0003193612,0.000071031514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017117487,0.00009476461,0.00018296849,0.000107606786,0.00062735524,0.00027613452,0.00052195555,0.000024004961,0.00009130774],"category_scores_gemma":[0.000062938525,0.000058511923,0.00009177419,0.00012912898,0.00024989157,0.00027644105,0.0001981711,0.00006646439,0.000002516222],"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":[0.00007757316,0.000325741,0.017083054,0.00051815493,0.001071763,0.0000018077645,0.17656235,0.000030436258,0.000056057917,0.42453343,0.108198635,0.271541],"study_design_scores_gemma":[0.0002609516,0.00004227284,0.009550642,0.00005278905,0.000070400616,1.3833278e-7,0.44668388,0.000031137835,0.000028567574,0.0018533514,0.54134375,0.000082150655],"about_ca_topic_score_codex":0.000046688274,"about_ca_topic_score_gemma":0.00036809396,"teacher_disagreement_score":0.4331451,"about_ca_system_score_codex":0.000025116335,"about_ca_system_score_gemma":0.000025984704,"threshold_uncertainty_score":0.48251727},"labels":[],"label_agreement":null},{"id":"W1757955687","doi":"10.5204/mcj.173","title":"A Culture of Neglect: Climate Discourse and Disabled People","year":2009,"lang":"en","type":"article","venue":"M/C Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Silence; Vulnerability (computing); Phone; Harassment; Climate change; Politics; Political science; Law; Sociology; Computer security; Aesthetics","score_opus":0.008375967796779168,"score_gpt":0.31455755910165756,"score_spread":0.3061815913048784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1757955687","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":[0.7897541,0.0004086963,0.00017213421,0.003869813,0.0002047165,0.00010151877,0.0000014907758,0.000016340435,0.2054712],"genre_scores_gemma":[0.9959642,0.0011094917,0.00015412486,0.000095052426,0.00014903372,3.27657e-7,2.948203e-7,0.0000018467993,0.0025255843],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993242,0.000052885134,0.0001144089,0.00007003366,0.00022657504,0.00021189266],"domain_scores_gemma":[0.9997385,0.000010417938,0.000081225524,0.000049267826,0.000030483126,0.000090097106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002480617,0.000049552727,0.000094023286,0.000033389442,0.00035934462,0.00012691705,0.00014569148,0.000026344163,0.00010918662],"category_scores_gemma":[0.000032278804,0.000034977165,0.00003670842,0.00015224465,0.00011486857,0.00026228547,0.00002010534,0.00008914799,0.0000051799516],"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":[0.00022676306,0.0007270689,0.13529238,0.00007279085,0.00008460119,0.00007370569,0.42456377,0.00007941997,0.0055348123,0.17628056,0.04402863,0.21303551],"study_design_scores_gemma":[0.0032467758,0.001233028,0.5148797,0.00053731276,0.0002637224,0.00008113658,0.29797095,0.0003109295,0.00025755327,0.084647715,0.09567397,0.00089719053],"about_ca_topic_score_codex":0.000024965313,"about_ca_topic_score_gemma":0.00024292337,"teacher_disagreement_score":0.37958732,"about_ca_system_score_codex":0.0000115910425,"about_ca_system_score_gemma":0.000023729417,"threshold_uncertainty_score":0.27638248},"labels":[],"label_agreement":null},{"id":"W18092992","doi":"10.15173/mjc.v6i0.248","title":"Crisis Communications: Challenges faced by Remote and Rural Communities in North Eastern Ontario","year":2010,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Geography; Political science; Telecommunications; Engineering","score_opus":0.042433500581447556,"score_gpt":0.29685501086558264,"score_spread":0.25442151028413507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18092992","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":[0.93992037,0.004619521,0.00005041996,0.02998624,0.00009144606,0.00018490276,9.609037e-7,0.000010354428,0.025135797],"genre_scores_gemma":[0.98533565,0.012686926,0.0007141964,0.0002014266,0.000021363263,0.0000025788684,0.000003346949,0.000006659378,0.0010278833],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982366,0.00086794473,0.00041258807,0.000041454907,0.00027678904,0.00016462593],"domain_scores_gemma":[0.9980548,0.00033583952,0.0003811783,0.001039004,0.00013155334,0.000057644607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019504963,0.00009359076,0.00016189253,0.00009304464,0.00052243716,0.0001662939,0.0027152726,0.000052333482,0.00006505879],"category_scores_gemma":[0.000059257676,0.00006891192,0.000041722447,0.00013187875,0.0006801973,0.00055998,0.0006471035,0.0006973332,0.000005420433],"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":[0.00008504324,0.00019990781,0.04855259,0.000015858344,0.00006418883,5.314514e-7,0.73014706,0.000010772564,0.000121651596,0.0067380588,0.0015716741,0.21249264],"study_design_scores_gemma":[0.0010057818,0.00009922814,0.11478521,0.00020195259,0.0000633283,0.000012109323,0.5829282,0.00040462776,0.0000117795635,0.007405263,0.29281867,0.00026389575],"about_ca_topic_score_codex":0.027134437,"about_ca_topic_score_gemma":0.74025965,"teacher_disagreement_score":0.7131252,"about_ca_system_score_codex":0.00004681578,"about_ca_system_score_gemma":0.00004980849,"threshold_uncertainty_score":0.97934395},"labels":[],"label_agreement":null},{"id":"W1828027096","doi":"","title":"Analysis on the Historical Experience of Philosophy and Social Science When Dealing With Emergent Events: A Study of the 2008 Wenchuan Earthquake","year":2014,"lang":"en","type":"article","venue":"Canadian social science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social philosophy; Service (business); Sociology; China; Period (music); Social change; Social transformation; Social science; Social work; Epistemology; Social relation; Political science; Aesthetics; Law; Economy; Philosophy","score_opus":0.02412575232574961,"score_gpt":0.2686768160219222,"score_spread":0.2445510636961726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1828027096","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":[0.9121498,0.000011195716,0.00002691969,0.0029356147,0.00019707748,0.00037414944,0.0000029083733,0.000008117935,0.08429423],"genre_scores_gemma":[0.99931383,0.0000028137008,0.000013574076,0.00025709774,0.00009389213,0.000014147751,1.03845494e-7,0.000004078479,0.0003004512],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9969053,0.00019436458,0.00024406747,0.00043736657,0.0016849195,0.0005339844],"domain_scores_gemma":[0.998954,0.00006257543,0.00023330282,0.00027429548,0.0002442434,0.00023157992],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0019973826,0.00012091613,0.0002163767,0.00033206234,0.004212965,0.000087910725,0.001589517,0.000035943853,0.000053731925],"category_scores_gemma":[0.00022958398,0.00007548531,0.000073353185,0.0037876272,0.0050668195,0.0002914334,0.00014231126,0.000115293435,0.0000012070633],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018272733,0.00018301768,0.28888506,0.00001001256,0.00005723876,0.000001597859,0.35959023,0.000021844937,0.0002073145,0.34354207,0.00020551388,0.007277809],"study_design_scores_gemma":[0.0006310751,0.00053781254,0.678057,0.000055362772,0.00033922805,3.8224022e-7,0.29552475,0.00028381887,0.000111983936,0.0037408688,0.02003845,0.0006792328],"about_ca_topic_score_codex":0.04186097,"about_ca_topic_score_gemma":0.09839241,"teacher_disagreement_score":0.38917196,"about_ca_system_score_codex":0.0004279126,"about_ca_system_score_gemma":0.0005553504,"threshold_uncertainty_score":0.99764085},"labels":[],"label_agreement":null},{"id":"W1833764559","doi":"10.15520/jassh10416","title":"A COMMUNITY BASED MODEL OF GUN VIOLENT TRAUMATIC GRIEF SUPPORT","year":2015,"lang":"en","type":"article","venue":"Journal of Advances in Social Science and Humanities","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Grief; Traumatic grief; Psychology; Gun violence; Medical emergency; Medicine; Psychotherapist; Suicide prevention; Poison control","score_opus":0.12471332762946581,"score_gpt":0.3751190976534567,"score_spread":0.2504057700239909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1833764559","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":[0.68853974,0.0004381598,0.00037857803,0.00060055306,0.0003617012,0.00014176087,0.0000032578432,0.0000093080735,0.30952692],"genre_scores_gemma":[0.9988809,0.00024392841,0.0002701416,0.00020295175,0.000096959884,0.0000015383765,1.7335618e-7,0.0000024672304,0.00030092473],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99822503,0.0001523134,0.00033884248,0.000066844616,0.0009964498,0.00022052976],"domain_scores_gemma":[0.99905676,0.000060280723,0.00031831674,0.00006040008,0.00042517312,0.000079087244],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003933677,0.000068059024,0.00020446628,0.00022235796,0.00067589805,0.0001038768,0.0005577062,0.000026866808,0.000016124377],"category_scores_gemma":[0.0002033602,0.00005647236,0.000041073436,0.00032603272,0.0031891207,0.0017283979,0.0000660674,0.00016548614,4.5996723e-7],"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":[0.00010109113,0.000472975,0.0034285618,0.00017196761,0.0000086994505,0.000008504004,0.7013281,0.0013700677,0.00013900227,0.2670987,0.0011156066,0.024756694],"study_design_scores_gemma":[0.0009961334,0.00052355416,0.0018655815,0.00020551789,0.000029419742,0.0000014538332,0.8354885,0.0007531985,0.00006884156,0.1373653,0.022473376,0.00022911014],"about_ca_topic_score_codex":0.000121358076,"about_ca_topic_score_gemma":0.0014802212,"teacher_disagreement_score":0.31034115,"about_ca_system_score_codex":0.00013158603,"about_ca_system_score_gemma":0.0005833401,"threshold_uncertainty_score":0.99952364},"labels":[],"label_agreement":null},{"id":"W1857358901","doi":"","title":"Les armes de la répression. James Jackson, L’émeute inventée, Montréal, VLB éditeur, 2014, 322 pagesJames Jackson, L’émeute inventée, Montréal, VLB éditeur, 2014, 322 pages","year":2015,"lang":"fr","type":"article","venue":"Les cahiers de lecture de l'Action nationale","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cégep du Vieux Montréal","funders":"","keywords":"Art","score_opus":0.02537584457408791,"score_gpt":0.29235766669778335,"score_spread":0.2669818221236954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1857358901","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2014356,0.521367,0.04024154,0.13301148,0.009408248,0.0033381677,0.00047024037,0.0014583772,0.08926935],"genre_scores_gemma":[0.3722235,0.18166521,0.009470902,0.011086259,0.0060268496,0.0006214454,0.00071165117,0.00043040587,0.4177638],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.990268,0.003001859,0.0011330234,0.0014224552,0.00230664,0.0018680221],"domain_scores_gemma":[0.9947123,0.001386295,0.0010976609,0.0007854911,0.00080002006,0.0012182203],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033780285,0.0010744862,0.0008733451,0.0008869235,0.0021680964,0.0010262518,0.0013789485,0.0018404796,0.001341318],"category_scores_gemma":[0.0016188213,0.0010667506,0.0006248195,0.0016353211,0.0024933096,0.0018944166,0.0003183173,0.0021869682,0.00049764704],"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":[0.00022098614,0.0006272904,0.00909922,0.00022041006,0.00043102057,0.00013541324,0.013426153,0.010530781,0.0005166951,0.009344964,0.8944449,0.06100221],"study_design_scores_gemma":[0.0017232029,0.0001955965,0.0071977726,0.00032358072,0.0004161127,0.00009020607,0.017301869,0.004389629,0.0008266354,0.029014457,0.9373475,0.0011734647],"about_ca_topic_score_codex":0.011856111,"about_ca_topic_score_gemma":0.014339602,"teacher_disagreement_score":0.3397018,"about_ca_system_score_codex":0.0017771842,"about_ca_system_score_gemma":0.0009036293,"threshold_uncertainty_score":0.99957156},"labels":[],"label_agreement":null},{"id":"W1878138905","doi":"10.1016/j.evalprogplan.2015.09.001","title":"Strength-based crisis programming: Evaluating the process of care","year":2015,"lang":"en","type":"article","venue":"Evaluation and Program Planning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Service provider; Process (computing); Public relations; Service delivery framework; Service (business); Knowledge management; Conceptual framework; Business; Process management; Marketing; Sociology; Political science; Computer science","score_opus":0.12618722763924173,"score_gpt":0.49058939063722123,"score_spread":0.3644021629979795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1878138905","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":[0.9675309,0.002100361,0.00010169863,0.0012542664,0.00019226997,0.0018508778,0.0000011122079,0.00011975302,0.02684874],"genre_scores_gemma":[0.99758947,0.0000028266882,0.0020000793,0.00005615586,0.00006759025,0.0001870987,0.000014864276,0.0000050263607,0.00007688268],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99808216,0.00036536582,0.00016972357,0.00016652978,0.0010273136,0.00018891235],"domain_scores_gemma":[0.9991044,0.000083403706,0.00013972413,0.00010417693,0.00049049925,0.00007778752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030458758,0.000075303135,0.00009004755,0.00005354946,0.00034490676,0.00016336516,0.00016854724,0.000039806484,0.000023185401],"category_scores_gemma":[0.0005413649,0.00005341215,0.000026886482,0.00033895654,0.00017804155,0.00014772313,0.000022735489,0.000067998495,0.0000019575166],"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":[0.00004203921,0.000060259375,0.017286938,0.00006985283,0.000012734372,4.1567935e-7,0.14273359,0.0021153232,0.0000030763376,0.0006357502,0.00031683722,0.8367232],"study_design_scores_gemma":[0.0014227777,0.0011507629,0.0053755846,0.00024999442,0.00022395636,3.1753453e-7,0.88800806,0.06649586,0.000080109,0.0012752617,0.03544674,0.0002705678],"about_ca_topic_score_codex":0.00009394138,"about_ca_topic_score_gemma":0.000078831436,"teacher_disagreement_score":0.8364526,"about_ca_system_score_codex":0.000028456518,"about_ca_system_score_gemma":0.00030069813,"threshold_uncertainty_score":0.2652779},"labels":[],"label_agreement":null},{"id":"W188429901","doi":"","title":"Business support services","year":2005,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Business; Legislation; Restructuring; Outsourcing; Marketing; Private sector; Public relations; Economics; Economic growth; Finance; Law; Political science","score_opus":0.009869799562148913,"score_gpt":0.2870996840285954,"score_spread":0.27722988446644653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W188429901","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.079716325,0.000010318691,0.000086370674,0.005212654,0.00011554082,0.00005207312,1.4319978e-7,0.000080677644,0.9147259],"genre_scores_gemma":[0.8155912,0.000043116623,0.00032822537,0.0009909485,0.00022017866,0.0000017315887,8.623454e-7,0.0000017824091,0.18282193],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995268,0.000012505723,0.00005197733,0.00008027778,0.00018436954,0.0001440673],"domain_scores_gemma":[0.99984145,0.0000064764968,0.00001380248,0.00006465846,0.00003391077,0.000039698527],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013251074,0.000030934196,0.000033054515,0.000023056278,0.00015288044,0.000075210555,0.0001987812,0.000017373955,0.0029853492],"category_scores_gemma":[0.0000033653464,0.000024517507,0.00001190265,0.00018750229,0.00006537951,0.00033528803,0.000033494096,0.0000136118715,0.001069411],"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":[0.0000093106355,0.00020858842,0.0402105,0.000047144054,0.00001913332,0.000008566638,0.040602505,0.000080583246,0.0001200356,0.42129955,0.07430787,0.4230862],"study_design_scores_gemma":[0.000044247874,0.0000022665024,0.013400231,0.0000022099052,0.0000024270355,5.5467982e-8,0.0050657103,0.000023623204,0.000017519287,0.00016253829,0.98123044,0.000048747483],"about_ca_topic_score_codex":0.0005981196,"about_ca_topic_score_gemma":0.0067660105,"teacher_disagreement_score":0.9069226,"about_ca_system_score_codex":0.000009567849,"about_ca_system_score_gemma":0.00002072321,"threshold_uncertainty_score":0.99970835},"labels":[],"label_agreement":null},{"id":"W1893116131","doi":"10.1002/rhc3.12041","title":"Policy Recommendations for Reducing Vulnerability to Disasters in Canada: Perspectives From Practitioners in Waterloo Region, Ontario","year":2013,"lang":"en","type":"article","venue":"Risk Hazards & Crisis in Public Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Preparedness; Context (archaeology); Social vulnerability; Variety (cybernetics); Disaster risk reduction; Work (physics); Political science; Public relations; Emergency management; Politics; Vulnerability assessment; Disaster research; Environmental planning; Sociology; Geography; Psychology; Computer security; Social psychology; Psychological resilience; Engineering; Computer science","score_opus":0.026911289526812758,"score_gpt":0.3200937702014769,"score_spread":0.2931824806746641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1893116131","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":[0.7784086,0.00001467342,0.000100651836,0.20928945,0.0002139223,0.0009878732,0.00004074474,0.000025627847,0.010918453],"genre_scores_gemma":[0.99501145,0.000110013956,0.0007692738,0.001307079,0.00030571572,0.000510639,0.000026021497,0.000016684593,0.0019431155],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99696803,0.0005617483,0.0005523654,0.0006405847,0.00037840553,0.00089888705],"domain_scores_gemma":[0.9986867,0.000286825,0.00017678655,0.00041533788,0.00014266156,0.00029169477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096587866,0.00020312038,0.00030483518,0.0010422183,0.00033964083,0.000344168,0.0005758434,0.00009073422,0.00018407046],"category_scores_gemma":[0.0020957112,0.00020366149,0.00006968479,0.0017586921,0.00014169482,0.001423768,0.00014497641,0.00031785955,0.000013657676],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000050697872,0.0004461328,0.28623465,0.000016423564,0.000045197485,0.000004569864,0.5341265,0.0005288925,0.000009063913,0.036045007,0.089997664,0.052495174],"study_design_scores_gemma":[0.00078891596,0.000043625158,0.43173277,0.00006828375,0.000010747422,3.223425e-7,0.46744943,0.00014239147,0.000007401346,0.030938625,0.068371385,0.00044611207],"about_ca_topic_score_codex":0.99988407,"about_ca_topic_score_gemma":0.99981606,"teacher_disagreement_score":0.21660285,"about_ca_system_score_codex":0.0096099805,"about_ca_system_score_gemma":0.0068164347,"threshold_uncertainty_score":0.998814},"labels":[],"label_agreement":null},{"id":"W1893236310","doi":"10.26686/wgtn.17005882","title":"The Localisation of Vulnerabilities: The construction of risks and hazards in the coverage of earthquakes in the Seattle Times and the Vancouver Sun","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Disaster risk reduction; Media coverage; Political science; Event (particle physics); Public relations; Geography; Environmental planning; Sociology; Media studies","score_opus":0.014171462358669666,"score_gpt":0.29163094723035954,"score_spread":0.27745948487168987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1893236310","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":[0.9068014,0.0005296251,0.000019255096,0.0009283058,0.00023496563,0.0010090016,0.0000057950506,0.000003170027,0.09046845],"genre_scores_gemma":[0.9939528,0.0014659197,0.0000068241393,0.00005274794,0.000029206692,0.000046973288,0.0000056252807,0.0000036495303,0.0044362242],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99787796,0.0010263006,0.00034044322,0.00013030102,0.0005000626,0.0001249329],"domain_scores_gemma":[0.9974332,0.0019457877,0.00028809544,0.0002335141,0.00009116072,0.000008255834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002810041,0.00010466056,0.00018521652,0.000045774897,0.00031513936,0.00010433166,0.00040914793,0.00008230437,0.00006558365],"category_scores_gemma":[0.00026386252,0.00003593826,0.00005080744,0.0002517643,0.0020045806,0.00015857088,0.000024168117,0.00016360966,4.7685694e-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":[0.00024750727,0.000086324595,0.015283946,0.00027889299,0.000073038165,2.855797e-7,0.48095813,0.00021253196,0.000017317643,0.42276517,0.004093894,0.07598296],"study_design_scores_gemma":[0.00046519737,0.000042933963,0.06476001,0.00007953493,0.000051582854,2.1398556e-7,0.904834,0.00037798934,0.000064304455,0.025982205,0.003260761,0.000081324215],"about_ca_topic_score_codex":0.014627239,"about_ca_topic_score_gemma":0.09766827,"teacher_disagreement_score":0.4238758,"about_ca_system_score_codex":0.000009934501,"about_ca_system_score_gemma":0.000074129224,"threshold_uncertainty_score":0.9919344},"labels":[],"label_agreement":null},{"id":"W1901358473","doi":"10.3747/co.v0i0.348","title":"Survivorship Programs: Building Bridges Building Communities","year":2008,"lang":"en","type":"article","venue":"Current Oncology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Survivorship curve; Medicine; Data science; Cancer; Computer science; Internal medicine","score_opus":0.26379684512805773,"score_gpt":0.4421083272587457,"score_spread":0.17831148213068798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1901358473","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":[0.9479723,0.00096394395,0.00075138826,0.00084412465,0.0022762513,0.000286574,0.0000010591538,0.0001939139,0.046710473],"genre_scores_gemma":[0.9967751,0.0011251613,0.0004772307,0.00006038654,0.0004443729,0.000040893694,0.000006033477,0.000009676964,0.0010611427],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982629,0.0005362903,0.00020560902,0.00017349393,0.0003101191,0.000511594],"domain_scores_gemma":[0.99927044,0.00023771162,0.000105142295,0.00018512225,0.000083156105,0.00011845828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007468253,0.00012220001,0.00020455768,0.00011769771,0.0010817952,0.00006768596,0.0006195828,0.00008337754,0.00010042549],"category_scores_gemma":[0.00008855869,0.0001174162,0.000072804214,0.00029330511,0.0011520621,0.0002534878,0.00019480525,0.00022913961,0.000050484952],"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":[0.000024001349,0.00068727677,0.45159882,0.00006983695,0.000029173341,0.000029668827,0.07583167,0.000020109832,0.000035048008,0.1416119,0.0060390495,0.32402346],"study_design_scores_gemma":[0.0002764391,0.00009648886,0.011739545,0.00006766759,0.000016971086,0.0000046860287,0.030506605,0.00009738777,0.000016483971,0.0012790133,0.95567954,0.00021920072],"about_ca_topic_score_codex":0.0022030459,"about_ca_topic_score_gemma":0.005203816,"teacher_disagreement_score":0.94964045,"about_ca_system_score_codex":0.00016235851,"about_ca_system_score_gemma":0.0001438595,"threshold_uncertainty_score":0.83204037},"labels":[],"label_agreement":null},{"id":"W1907941398","doi":"10.3968/j.css.1923669720120805.zt0827","title":"Capability Construction of Chinese NGO in Crisis Management","year":2012,"lang":"en","type":"article","venue":"Canadian social science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Credibility; Competence (human resources); Crisis management; Autonomy; Corporate governance; China; Business; Public relations; Capacity building; Public administration; Political science; Management; Economics; Finance; Law","score_opus":0.00997766338830623,"score_gpt":0.286416135217873,"score_spread":0.27643847182956677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1907941398","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":[0.5053645,0.00001802759,0.00001164561,0.0005191529,0.00036887554,0.00014220012,0.00000244105,0.000008733863,0.49356446],"genre_scores_gemma":[0.9992116,0.000012223449,0.00020473276,0.00014090039,0.000113983086,0.0000078568055,4.400408e-7,0.000002393328,0.0003058868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854046,0.00006942789,0.00015022939,0.00017932405,0.00044013283,0.00062044174],"domain_scores_gemma":[0.9994394,0.000014048465,0.00005366415,0.00011252268,0.00005548516,0.00032485276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014158534,0.000065026776,0.00009973888,0.0002815128,0.0005723212,0.000048453923,0.000439724,0.00004210808,0.00015783167],"category_scores_gemma":[0.00007704206,0.00006400346,0.000033554563,0.0019067457,0.0017686725,0.0007909772,0.000048297545,0.000056021385,0.000017063589],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015995992,0.000025563362,0.60302424,0.000012589707,0.0000023668974,0.0000012489238,0.025769778,3.4141414e-7,0.00002449795,0.35856998,0.0003172818,0.012250521],"study_design_scores_gemma":[0.00015137186,0.0000069410917,0.8035276,0.000009091439,0.000007244087,2.281656e-7,0.15951556,0.0000056455538,0.000015028478,0.006249185,0.03031384,0.00019827463],"about_ca_topic_score_codex":0.06259588,"about_ca_topic_score_gemma":0.12215103,"teacher_disagreement_score":0.4938471,"about_ca_system_score_codex":0.00052510126,"about_ca_system_score_gemma":0.00023908388,"threshold_uncertainty_score":0.9436464},"labels":[],"label_agreement":null},{"id":"W1915476879","doi":"10.20355/c5cc75","title":"Katrina, Cronulla Beach and France on Fire: An Anti-Colonial Critique of Empire in 2006","year":2007,"lang":"en","type":"article","venue":"Journal of Contemporary Issues in Education","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Colonialism; Mainstream; Oppression; Resistance (ecology); Empire; Agency (philosophy); Sociology; Gender studies; History; Political economy; Politics; Political science; Law; Social science","score_opus":0.016675072070626906,"score_gpt":0.37653274000091763,"score_spread":0.3598576679302907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1915476879","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":[0.97864634,0.0041016582,0.000011249563,0.00344905,0.00063765456,0.00015643646,6.0186056e-7,0.000003281583,0.012993735],"genre_scores_gemma":[0.9972675,0.00038459816,0.00018474906,0.0001643022,0.00034132772,0.0000013052041,0.0000012463018,0.000004284589,0.0016506828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887353,0.00017657573,0.00044021718,0.000103616534,0.0002741119,0.0001319269],"domain_scores_gemma":[0.9993868,0.00008414965,0.00027901417,0.00008202254,0.00010423485,0.00006379182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001803674,0.00006828087,0.00018300017,0.00023597307,0.000058814985,0.000037492715,0.00019436286,0.00006964233,0.000013961914],"category_scores_gemma":[0.00013295416,0.00006465204,0.000026397029,0.00027433713,0.00016752825,0.00070553436,0.0000115529665,0.00014743708,7.57948e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014994349,0.0011041207,0.8904235,0.000055922315,0.0000059333147,0.000029629846,0.057846777,0.000023070552,0.00019642433,0.0041948827,0.005342725,0.040627122],"study_design_scores_gemma":[0.0005351345,0.0003594604,0.87630624,0.00039490146,0.00000454081,0.0000022510044,0.029580532,0.000010056088,0.00024931863,0.001981815,0.09045252,0.00012321252],"about_ca_topic_score_codex":0.001753696,"about_ca_topic_score_gemma":0.0010286636,"teacher_disagreement_score":0.08510979,"about_ca_system_score_codex":0.00004764037,"about_ca_system_score_gemma":0.0003178651,"threshold_uncertainty_score":0.26510754},"labels":[],"label_agreement":null},{"id":"W1925329602","doi":"10.1193/8755-2930-31.3.1879","title":"Response to Discussion by P. Malhotra on “NGA‐West2 Research Project”","year":2015,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Engineering","score_opus":0.10127310702083035,"score_gpt":0.41058083786558386,"score_spread":0.3093077308447535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1925329602","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":[0.65259355,0.000057009787,0.000060453865,0.03652846,0.00040961985,0.0009110509,0.000008203101,0.00014529629,0.30928633],"genre_scores_gemma":[0.7913718,0.000016265525,0.00022619213,0.00032833856,0.00023949327,0.000033532993,0.000003172062,0.000015565116,0.2077656],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99585205,0.0012024762,0.00017502367,0.00045584957,0.0015563319,0.00075824733],"domain_scores_gemma":[0.9989065,0.00017108442,0.000033147175,0.00037411496,0.000102667385,0.000412485],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0046308264,0.00013364603,0.0001359375,0.00029021018,0.00054904347,0.00029651978,0.00055758504,0.000082461986,0.00028437725],"category_scores_gemma":[0.00084802794,0.00009099872,0.000051359824,0.001126182,0.00031288326,0.00024158946,0.00011099523,0.00028605846,0.0022022303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015052125,0.0003390322,0.0010758275,0.0000073811448,0.000011615615,0.00006391878,0.05895396,0.000023392402,0.0020073103,0.016563829,0.8938333,0.02561524],"study_design_scores_gemma":[0.00031605942,0.0006248413,0.007992102,0.000040535848,0.0000026501687,4.338767e-7,0.019767089,0.000005703874,0.000367537,0.0010965242,0.9695989,0.00018762247],"about_ca_topic_score_codex":0.0007839221,"about_ca_topic_score_gemma":0.0013367003,"teacher_disagreement_score":0.13877827,"about_ca_system_score_codex":0.00014351022,"about_ca_system_score_gemma":0.0003606752,"threshold_uncertainty_score":0.9985747},"labels":[],"label_agreement":null},{"id":"W1930388459","doi":"10.1111/rmir.12035","title":"Flood 2013: When Leaders Emerged and Risk Management Evolved at the University of Calgary","year":2015,"lang":"en","type":"article","venue":"Risk Management and Insurance Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Flood myth; Risk management; Flood risk management; Section (typography); Set (abstract data type); Emergency management; Sociology; Public relations; Management; History; Political science; Business; Computer science; Law; Economics; Archaeology","score_opus":0.025710843627809753,"score_gpt":0.2552357186878463,"score_spread":0.22952487506003652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1930388459","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08153691,0.4808505,0.0006166,0.0029894414,0.0003540652,0.003160216,0.000017931781,0.000097297045,0.43037707],"genre_scores_gemma":[0.031802967,0.9438708,0.0007736066,0.00016039713,0.000020291616,0.000008177876,0.000004131173,0.000008079976,0.023351593],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826175,0.00042315212,0.0002287867,0.0003444023,0.00045267536,0.00028924173],"domain_scores_gemma":[0.9992097,0.000034286073,0.0002439435,0.00033650768,0.000046786736,0.00012875101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014906712,0.00016225755,0.00028422027,0.00005795877,0.0006105717,0.000033479344,0.0004003763,0.000034867862,0.00014783644],"category_scores_gemma":[0.000023602961,0.000122615,0.000081894716,0.000302004,0.00066956395,0.00027638252,0.00042092399,0.00010011837,0.000064981636],"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":[0.00005970012,0.00008999786,0.1594898,0.0029234092,0.00045419394,0.000019774796,0.006147097,0.000011069022,2.2746288e-7,0.009592871,0.1625564,0.65865546],"study_design_scores_gemma":[0.00063948997,0.000031790056,0.059351217,0.00076329755,0.00054260547,2.2884946e-7,0.010204042,0.000051428713,1.9421223e-7,0.0009505762,0.9272739,0.0001911882],"about_ca_topic_score_codex":0.0017578582,"about_ca_topic_score_gemma":0.0017636076,"teacher_disagreement_score":0.7647175,"about_ca_system_score_codex":0.000048662332,"about_ca_system_score_gemma":0.000009479059,"threshold_uncertainty_score":0.5000095},"labels":[],"label_agreement":null},{"id":"W1936327745","doi":"10.1111/j.1755-618x.2012.01301.x","title":"Risk, Resiliency, and Urban Governance: The Case of the 2010 Winter <scp>O</scp>lympic Games","year":2012,"lang":"fr","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"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":"Humanities; Political science; Art","score_opus":0.02597285962756785,"score_gpt":0.26447969446055886,"score_spread":0.238506834832991,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1936327745","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":[0.6272951,0.34501854,0.0000019890715,0.013913978,0.0025205235,0.00070936093,0.00032007738,0.000009646885,0.010210807],"genre_scores_gemma":[0.86068374,0.12070682,0.00004428106,0.003320036,0.00061355886,0.000056145258,0.0000065416175,0.00002548486,0.014543403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941959,0.0023155815,0.0007652549,0.00048811774,0.00011174969,0.002123393],"domain_scores_gemma":[0.99511915,0.0018824418,0.0010343044,0.00085715426,0.00020829278,0.00089866197],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004898317,0.00040307728,0.0008368205,0.00006724466,0.0010279235,0.000019657622,0.001447484,0.0006061087,0.00023001415],"category_scores_gemma":[0.005827247,0.00027921153,0.00046193576,0.0005167534,0.012019357,0.00026010547,0.0002527061,0.0009142421,0.000029174646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001768375,0.000044478853,0.44280553,0.0032804569,0.00025607995,0.0000973307,0.10502894,0.0000039282518,0.00000810837,0.09502267,0.33830488,0.015145796],"study_design_scores_gemma":[0.00022635343,0.00011277416,0.44447017,0.0029801833,0.0007235637,0.00017078899,0.119287,0.000015189047,0.0000043543973,0.0046945093,0.42705432,0.00026080225],"about_ca_topic_score_codex":0.14338028,"about_ca_topic_score_gemma":0.53095526,"teacher_disagreement_score":0.38757497,"about_ca_system_score_codex":0.001170352,"about_ca_system_score_gemma":0.0012724153,"threshold_uncertainty_score":0.999966},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.026206751294113064,"score_gpt":0.3340125651377855,"score_spread":0.30780581384367245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965733964","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":[0.981817,0.00042846112,0.0035572434,0.0015708313,0.00039548232,0.00021040833,0.0000035264675,0.0000046162986,0.012012431],"genre_scores_gemma":[0.9975904,0.000661549,0.0010451917,0.00026564373,0.00028463046,0.00000909202,8.039264e-7,0.000004456092,0.00013821785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974266,0.0006396303,0.00037223744,0.00014569677,0.0011477876,0.0002679925],"domain_scores_gemma":[0.9991263,0.0002593009,0.00030865392,0.00017071031,0.000034917543,0.000100129226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019059769,0.00010917384,0.00013936665,0.000107351996,0.00015275345,0.00012869298,0.00093900063,0.000038492053,0.00005981234],"category_scores_gemma":[0.00009390306,0.00007238419,0.00007009997,0.000087995126,0.0005969807,0.0007049768,0.00016740698,0.0002680427,0.000008996562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081316604,0.0010642824,0.88964677,0.000010583146,0.00006952367,0.00001645817,0.06587613,0.0016586456,0.0001603595,0.0071048066,0.00054968667,0.033761475],"study_design_scores_gemma":[0.00055026927,0.00007088939,0.89147913,0.000032312266,0.000033129494,0.000028801476,0.071208686,0.00023818132,0.000010055343,0.0018966735,0.034303643,0.0001481929],"about_ca_topic_score_codex":0.0001557337,"about_ca_topic_score_gemma":0.000024390572,"teacher_disagreement_score":0.033753958,"about_ca_system_score_codex":0.00014378334,"about_ca_system_score_gemma":0.000025874318,"threshold_uncertainty_score":0.29517415},"labels":[],"label_agreement":null},{"id":"W1966080595","doi":"10.1007/s11069-006-9036-7","title":"Understanding uncertainty and reducing vulnerability: lessons from resilience thinking","year":2007,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":973,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Natural hazard; Vulnerability (computing); Resilience (materials science); Hazard; Risk analysis (engineering); Environmental resource management; Environmental planning; Computer science; Business; Environmental science; Computer security; Geography; Ecology","score_opus":0.06514413204753644,"score_gpt":0.35744953284397635,"score_spread":0.2923054007964399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966080595","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":[0.8770058,0.00079690426,0.003871347,0.004857707,0.0012631678,0.000251419,0.0000040961863,0.0001739491,0.11177561],"genre_scores_gemma":[0.9964654,0.00008336796,0.0007386053,0.00023982032,0.00027571444,0.0000014753402,0.0000033803076,0.0000070905962,0.0021851514],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99813664,0.000121619974,0.00019696416,0.00040419193,0.00066160713,0.00047898624],"domain_scores_gemma":[0.99915737,0.00040542855,0.00007736874,0.00018288378,0.000047398025,0.00012952683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002003792,0.00012366034,0.0001461644,0.00009319538,0.0012148592,0.00024869075,0.00034543397,0.000102566104,0.00006201699],"category_scores_gemma":[0.00039324723,0.00010635314,0.00004726886,0.00039052466,0.00058173534,0.00044458074,0.0001414214,0.0003043962,0.00000637791],"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":[0.00016499532,0.00008061217,0.021298178,0.00004879222,0.000070605915,0.00007103117,0.089458875,0.00034680867,0.0025930456,0.5984717,0.004290251,0.2831051],"study_design_scores_gemma":[0.0017021713,0.00013551822,0.13465622,0.0007848092,0.00015854456,0.0000048589973,0.3383951,0.006317938,0.0009119405,0.45926738,0.055817205,0.0018483452],"about_ca_topic_score_codex":0.0039572953,"about_ca_topic_score_gemma":0.008682075,"teacher_disagreement_score":0.28125677,"about_ca_system_score_codex":0.0003410785,"about_ca_system_score_gemma":0.000082204366,"threshold_uncertainty_score":0.93438375},"labels":[],"label_agreement":null},{"id":"W1966219702","doi":"10.1111/j.1467-7717.2009.01133.x","title":"Organisational socialisation in a crisis context","year":2009,"lang":"en","type":"article","venue":"Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; SNC-Lavalin (Canada)","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Context (archaeology); Crisis management; Exploratory research; Public relations; Socialization; Sociology; Field (mathematics); Political science; Psychology; Social science; Law; Geography","score_opus":0.018571466256860573,"score_gpt":0.30385762894508556,"score_spread":0.285286162688225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966219702","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":[0.755969,0.000056246947,0.00078703417,0.031609315,0.0003563891,0.00029250814,0.0000020636387,0.00007492546,0.21085255],"genre_scores_gemma":[0.99582464,0.000010135099,0.00006664785,0.0024730077,0.000095198804,0.0000035637004,0.000004806789,0.0000026040482,0.0015193961],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992142,0.000100390374,0.00013033411,0.0001342575,0.00022412154,0.00019672645],"domain_scores_gemma":[0.9997898,0.000038583494,0.00004129166,0.00006370448,0.000019487656,0.000047146263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031668495,0.000053475687,0.000074194664,0.00006800221,0.0001511512,0.00005560723,0.00014330933,0.00003470463,0.0002168232],"category_scores_gemma":[0.00007403725,0.000053781518,0.000030811578,0.00024044617,0.00009090185,0.00037953543,0.000009922244,0.00003847654,0.00008606016],"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":[0.000026252956,0.00015810704,0.020585595,0.000004893509,0.0000079584715,0.0000042995985,0.23378722,0.000044045002,0.000062774416,0.6596395,0.014727087,0.070952296],"study_design_scores_gemma":[0.0009641566,0.00006700114,0.2314622,0.00003736242,0.000015945914,2.0197615e-7,0.61378074,0.000082707615,0.00003177173,0.082705274,0.07046139,0.00039123476],"about_ca_topic_score_codex":0.00045745177,"about_ca_topic_score_gemma":0.0012212474,"teacher_disagreement_score":0.5769342,"about_ca_system_score_codex":0.00008395132,"about_ca_system_score_gemma":0.000043568005,"threshold_uncertainty_score":0.2374062},"labels":[],"label_agreement":null},{"id":"W1969173152","doi":"10.1016/j.habitatint.2006.03.002","title":"Impacts of prefabricated temporary housing after disasters: 1999 earthquakes in Turkey","year":2006,"lang":"en","type":"article","venue":"Habitat International","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":187,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Anticipation (artificial intelligence); Reuse; Business; Environmental planning; Process (computing); Risk analysis (engineering); Economic growth; Engineering; Geography; Computer science; Economics","score_opus":0.010765279711474795,"score_gpt":0.2711513417606258,"score_spread":0.260386062049151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969173152","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":[0.9108019,0.00014765,0.00007742674,0.0006940612,0.00029130685,0.00012086615,0.000008264054,0.00002600988,0.0878325],"genre_scores_gemma":[0.99771297,0.000014842415,0.00019892433,0.00005675078,0.00013737558,0.000009756269,0.000015221452,0.0000064030846,0.001847781],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989534,0.000063527405,0.00023543654,0.00015626616,0.00040818422,0.00018317241],"domain_scores_gemma":[0.99968415,0.000056605266,0.000091413574,0.000081330894,0.000052165986,0.000034357712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021574815,0.00007520592,0.00009183657,0.00017909602,0.000042281168,0.00007659086,0.00024365769,0.000036799876,0.00015952978],"category_scores_gemma":[0.000042837044,0.00006946366,0.000048964364,0.00022356476,0.00020048798,0.0004586575,0.000057423556,0.00005296525,0.000030030777],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006140373,0.0001742883,0.98817474,0.000013727815,0.00001316392,0.000018349569,0.0030956196,0.00023154075,0.0003315002,0.0043253084,0.0021330218,0.0014273674],"study_design_scores_gemma":[0.00046987258,0.00002819496,0.9758417,0.00015387347,0.000006536818,4.868752e-7,0.0032089583,0.0003132333,0.00020537835,0.0026825573,0.016914163,0.00017504246],"about_ca_topic_score_codex":0.0073017436,"about_ca_topic_score_gemma":0.007665311,"teacher_disagreement_score":0.08691103,"about_ca_system_score_codex":0.000054667024,"about_ca_system_score_gemma":0.000041841486,"threshold_uncertainty_score":0.9993087},"labels":[],"label_agreement":null},{"id":"W1969293041","doi":"10.1007/s11069-013-0740-9","title":"Vertical evacuation during cyclones: suitable for developing countries","year":2013,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Natural hazard; Environmental science; Meteorology; Geology; Geography","score_opus":0.012424917852292773,"score_gpt":0.30171093888612127,"score_spread":0.2892860210338285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969293041","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":[0.9802654,0.00024109865,0.0004650351,0.004715085,0.00070870767,0.00053667754,0.0000010359831,0.00009578762,0.0129712],"genre_scores_gemma":[0.98934245,0.00005243667,0.0006689225,0.00024690607,0.00021247548,0.0000615856,0.00000402942,0.000005902202,0.0094052935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990109,0.000032534404,0.00012129951,0.0001564873,0.0003383927,0.00034039168],"domain_scores_gemma":[0.999612,0.00008564668,0.00002166964,0.00007237919,0.0001635518,0.000044802826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023246845,0.000072720904,0.00008654453,0.000045063927,0.00055826496,0.00021782218,0.00018893102,0.00006434099,0.00013306676],"category_scores_gemma":[0.00022022692,0.000060405375,0.000039008482,0.00015106829,0.00011746227,0.0006722539,0.000043809414,0.000062869556,0.00013313163],"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":[0.00018330509,0.00010687415,0.032601796,0.00060248654,0.00015654456,0.0000072850457,0.036175095,0.000053171076,0.0054532057,0.80783004,0.04892769,0.06790251],"study_design_scores_gemma":[0.0022490227,0.00009185775,0.46587744,0.00027959797,0.00007930667,0.0000018976576,0.020710167,0.0048131184,0.006987928,0.022848718,0.4747442,0.0013167236],"about_ca_topic_score_codex":0.0002990297,"about_ca_topic_score_gemma":0.00032147553,"teacher_disagreement_score":0.7849813,"about_ca_system_score_codex":0.0001198655,"about_ca_system_score_gemma":0.000092459835,"threshold_uncertainty_score":0.42937788},"labels":[],"label_agreement":null},{"id":"W1969970136","doi":"10.1193/1.1586161","title":"17 Performance of Transportation Systems after the 1999 Kocaeli Earthquake","year":2000,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Seismology; Forensic engineering; Geology; Engineering; Civil engineering","score_opus":0.008648261837403188,"score_gpt":0.23109825141841914,"score_spread":0.22244998958101594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969970136","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":[0.8704361,0.0004504108,0.000014839477,0.0004632301,0.00022210364,0.00033009698,0.000008757646,0.00005033678,0.12802413],"genre_scores_gemma":[0.96394825,0.00047617982,0.000030304036,0.000083260136,0.00022521494,0.00002484873,0.00000522978,0.000008932283,0.03519777],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985537,0.00010197542,0.00027136592,0.00020516576,0.0005312176,0.0003365845],"domain_scores_gemma":[0.9995318,0.00003942995,0.00007455252,0.00025161653,0.00003563185,0.000066957684],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004424882,0.000115914656,0.00014553696,0.00004751367,0.0002990014,0.00008939852,0.00030669736,0.000056459914,0.002736994],"category_scores_gemma":[0.0000050362787,0.00008467211,0.00008763852,0.0003511398,0.00036985066,0.00029960263,0.0000043416458,0.00011250659,0.00030162337],"study_design_candidate":"observational","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":[0.0011009314,0.00062551117,0.17120469,0.0004422267,0.00024075544,0.000085964464,0.1747502,0.008949103,0.00023325674,0.048589464,0.017466592,0.57631135],"study_design_scores_gemma":[0.00020567856,0.00009423427,0.6788518,0.00006212215,0.00002622471,7.366525e-7,0.0031926034,0.00015963928,0.000042511405,0.000059903443,0.31714237,0.00016222656],"about_ca_topic_score_codex":0.0007316368,"about_ca_topic_score_gemma":0.0028916982,"teacher_disagreement_score":0.5761491,"about_ca_system_score_codex":0.0000127896,"about_ca_system_score_gemma":0.00004674938,"threshold_uncertainty_score":0.99817467},"labels":[],"label_agreement":null},{"id":"W1970223845","doi":"10.1193/1.2192847","title":"Modeling Community Recovery from Earthquakes","year":2006,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":257,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"Federal Emergency Management Agency; National Science Foundation","keywords":"Operationalization; Conceptual model; Community resilience; Computer science; Vulnerability (computing); Disaster recovery; Emergency management; Resilience (materials science); Decision support system; Focus group; Risk analysis (engineering); Computer security; Artificial intelligence; Business; Political science; Redundancy (engineering)","score_opus":0.02186324471030244,"score_gpt":0.25998748029522345,"score_spread":0.23812423558492102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970223845","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":[0.68378204,0.00014471816,0.0019124263,0.0005047496,0.00028370947,0.00012308497,0.0000069114462,0.0001559236,0.31308642],"genre_scores_gemma":[0.9873803,0.00006186941,0.0008567339,0.00014017837,0.0006255269,0.0000050026383,0.000022498942,0.000012950188,0.010894925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99835855,0.00036875354,0.00022059752,0.0002110055,0.00041753202,0.0004235846],"domain_scores_gemma":[0.99937904,0.00011563626,0.00004734581,0.00033894647,0.000036660476,0.00008237311],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057170866,0.00013155962,0.00015458543,0.00007659466,0.0010146991,0.00025579418,0.00041896926,0.00007888073,0.001081774],"category_scores_gemma":[0.000052719523,0.00013303767,0.00010310772,0.0002636716,0.00020303355,0.00040347807,0.000059447397,0.0002845031,0.00047004942],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029041455,0.0022920396,0.04645226,0.00007428978,0.00030523955,0.00016834232,0.076088935,0.07796321,0.0032052712,0.4575175,0.034841463,0.300801],"study_design_scores_gemma":[0.0017794225,0.00028452597,0.33721966,0.00019596965,0.00012750161,0.0000016237135,0.05504284,0.011288834,0.0006552328,0.369992,0.22145508,0.0019573027],"about_ca_topic_score_codex":0.053736493,"about_ca_topic_score_gemma":0.07985026,"teacher_disagreement_score":0.30359825,"about_ca_system_score_codex":0.000036343994,"about_ca_system_score_gemma":0.000055668013,"threshold_uncertainty_score":0.9998314},"labels":[],"label_agreement":null},{"id":"W1970486212","doi":"10.1093/lpr/mgi011","title":"Catastrophe: Risk and Response, by Richard A. Posner","year":2005,"lang":"en","type":"article","venue":"Law Probability and Risk","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Psychology; Psychoanalysis; Philosophy","score_opus":0.007935909066323122,"score_gpt":0.2491106106814535,"score_spread":0.24117470161513035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970486212","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":[0.979818,0.0009544115,0.00009389465,0.0019794626,0.00006539317,0.00031063898,0.00005595314,0.000056924793,0.016665364],"genre_scores_gemma":[0.99099916,0.0021240886,0.0014510899,0.00018155122,0.00008367793,0.000012646001,0.0000029707203,0.0000053374506,0.005139463],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853384,0.00053488987,0.0001430939,0.0003204048,0.00020453254,0.00026320448],"domain_scores_gemma":[0.9994393,0.00014759619,0.00006917657,0.00017967739,0.000027730772,0.00013653423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014705933,0.00009765686,0.000116043295,0.000016330396,0.00084815937,0.00013030712,0.00014018035,0.00007088458,0.00006620052],"category_scores_gemma":[0.000155517,0.00007624902,0.000027855689,0.00011439288,0.0010088426,0.00029168252,0.000091020265,0.00013506635,0.000024163883],"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":[0.0015921848,0.0007000187,0.36883262,0.00008982633,0.00011493082,0.0000049970045,0.050795518,0.00007850418,0.00021541436,0.20181006,0.030263614,0.34550232],"study_design_scores_gemma":[0.00035721244,0.00010047842,0.029641481,0.000008659295,0.000045459943,3.9815697e-7,0.0013714475,0.0000487318,0.000038150567,0.012548448,0.9556637,0.00017582321],"about_ca_topic_score_codex":0.00431023,"about_ca_topic_score_gemma":0.011110136,"teacher_disagreement_score":0.9254001,"about_ca_system_score_codex":0.00003247482,"about_ca_system_score_gemma":0.000024533741,"threshold_uncertainty_score":0.65234417},"labels":[],"label_agreement":null},{"id":"W1973087093","doi":"10.5539/jsd.v6n2p86","title":"Dealing with Environmental Disaster: The Intervention of Community Emergency Teams (CET) in the 2010 Israeli Forest Fire Disaster","year":2013,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Community resilience; Preparedness; Work (physics); Resilience (materials science); Christian ministry; Geography; Firefighting; Natural disaster; Environmental resource management; Intervention (counseling); Emergency management; Training (meteorology); Environmental planning; Political science; Engineering; Nursing; Environmental science; Cartography; Meteorology; Medicine","score_opus":0.01075672492623665,"score_gpt":0.24752162340838124,"score_spread":0.2367648984821446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973087093","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":[0.9940475,0.0001711315,0.00019805241,0.0014375504,0.00011885218,0.00045088676,2.716517e-7,0.0000028615289,0.0035728626],"genre_scores_gemma":[0.9950453,0.00009754402,0.00010952754,0.00007012373,0.0000397764,0.000019922427,0.0000014475788,0.0000068240647,0.004609553],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99811244,0.0003743776,0.0005430385,0.00006692016,0.0005856628,0.0003175843],"domain_scores_gemma":[0.99918044,0.00007835987,0.0004286902,0.00017343197,0.00008835107,0.00005074416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020876208,0.00011282444,0.00015184924,0.000083515566,0.00059693184,0.00009856233,0.00076219713,0.00003547232,0.0002681776],"category_scores_gemma":[0.000046705885,0.000057902438,0.00007328661,0.00021161788,0.00026396962,0.0006139648,0.00016761028,0.0002991013,0.000008167522],"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":[0.00011587128,0.0011303504,0.33876246,0.00021611853,0.00014731025,0.000048201367,0.6057946,0.00035631814,0.000053466018,0.0047180788,0.0049109724,0.043746255],"study_design_scores_gemma":[0.0002640701,0.00009538752,0.30687937,0.00006536934,0.000014125541,0.0000031311547,0.6837678,0.000011835467,0.000010133211,0.0008273323,0.007989442,0.00007198906],"about_ca_topic_score_codex":0.0018081123,"about_ca_topic_score_gemma":0.0017542144,"teacher_disagreement_score":0.077973224,"about_ca_system_score_codex":0.00017693533,"about_ca_system_score_gemma":0.000076124255,"threshold_uncertainty_score":0.45911774},"labels":[],"label_agreement":null},{"id":"W1974870915","doi":"10.1108/09653560310474223","title":"Towards the development of standards in emergency management training and education","year":2003,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Comparability; Emergency management; Preparedness; Quality assurance; Training (meteorology); Engineering; Engineering management; Civil defense; Risk analysis (engineering); Business; Operations management; Political science","score_opus":0.03530227740801855,"score_gpt":0.36528388065936396,"score_spread":0.3299816032513454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974870915","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":[0.59896564,0.00023192883,0.010144524,0.00069201895,0.0014548582,0.00049206614,0.00000136193,0.000012368172,0.38800526],"genre_scores_gemma":[0.983628,0.002528343,0.0040022354,0.000068361325,0.00006545464,0.00002958568,0.0000048524435,0.0000061308046,0.009667059],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.998538,0.00017692686,0.00036291196,0.00015391926,0.0006171308,0.00015106906],"domain_scores_gemma":[0.99961734,0.000005383419,0.00014805612,0.00007225805,0.00009278989,0.000064167005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016560451,0.00008398256,0.00007891779,0.00022548779,0.00023401863,0.00016893595,0.00026183427,0.000020502059,0.00022249513],"category_scores_gemma":[0.000015724752,0.00006747109,0.00003220141,0.00012677556,0.0000844057,0.00051777164,0.00008167428,0.00006402699,8.7374275e-7],"study_design_candidate":"design_other","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":[0.000015713988,0.00016428395,0.0039183693,0.000031297448,0.00008954685,0.0000025514578,0.034887277,0.0000041317167,0.0000027958342,0.27274382,0.00019448718,0.6879457],"study_design_scores_gemma":[0.0013057037,0.000062395564,0.14521301,0.00036209243,0.00007067715,0.0000075099438,0.42818245,0.00003735128,0.00001148101,0.06529974,0.3591619,0.00028567505],"about_ca_topic_score_codex":0.000007737148,"about_ca_topic_score_gemma":0.0003554642,"teacher_disagreement_score":0.68766004,"about_ca_system_score_codex":0.00007103034,"about_ca_system_score_gemma":0.00008188909,"threshold_uncertainty_score":0.27513912},"labels":[],"label_agreement":null},{"id":"W1975130394","doi":"10.4000/vertigo.12138","title":"Dénombrer pour maitriser les dommages des catastrophes naturelles","year":2012,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.029084454413365816,"score_gpt":0.2885357935433459,"score_spread":0.2594513391299801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975130394","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":[0.7361779,0.07683591,0.0007238677,0.0055647376,0.0033199543,0.00025177278,0.000022861514,0.00009581096,0.17700715],"genre_scores_gemma":[0.8088446,0.0025513882,0.0022368438,0.00022440536,0.0011850785,0.000009194253,0.000005069296,0.00001980405,0.18492359],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795884,0.0002418845,0.00021370764,0.0002596867,0.00040233516,0.00092352385],"domain_scores_gemma":[0.9992389,0.00010974268,0.00008486929,0.00023475672,0.00005329392,0.00027844866],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032088847,0.00023144827,0.00019429122,0.0000792943,0.0006595566,0.00014367158,0.0004926027,0.00018627984,0.0024374225],"category_scores_gemma":[0.000083394574,0.00020268818,0.00014229698,0.00041746884,0.001308093,0.0009451673,0.0001865683,0.00021466402,0.0016465707],"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":[0.000038237944,0.0006389242,0.37699962,0.0001993989,0.00014868495,0.000016390497,0.019173123,0.00002677651,0.0005326341,0.21618222,0.27288216,0.11316184],"study_design_scores_gemma":[0.00024852555,0.000031537227,0.08243192,0.00012119412,0.00010840402,0.0000018876167,0.0106522525,0.000014752685,0.0005833573,0.0025894062,0.9028928,0.00032392028],"about_ca_topic_score_codex":0.0007938219,"about_ca_topic_score_gemma":0.00033812592,"teacher_disagreement_score":0.6300107,"about_ca_system_score_codex":0.00008998558,"about_ca_system_score_gemma":0.000052560878,"threshold_uncertainty_score":0.9991308},"labels":[],"label_agreement":null},{"id":"W1975395551","doi":"10.1016/s0304-3894(01)00267-9","title":"Managing disasters involving hazardous substances in Canada: technical and sociopolitical issues","year":2001,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal; Université de Montréal","funders":"","keywords":"Hazardous waste; Salience (neuroscience); Emergency management; Bridging (networking); Risk management; Environmental planning; Risk analysis (engineering); Political science; Business; Engineering; Computer science; Computer security; Geography; Law; Waste management","score_opus":0.014601492684468918,"score_gpt":0.28189185162177527,"score_spread":0.26729035893730635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975395551","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":[0.98494,0.0016520339,0.00002656045,0.0064720297,0.0008316465,0.00012935667,0.0000023393527,0.000013898732,0.0059321267],"genre_scores_gemma":[0.9961454,0.002485958,0.00019700873,0.0002225156,0.00037902436,0.000002371996,4.0365614e-7,0.000010827666,0.0005564478],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99794453,0.00023407947,0.00058760255,0.00016102848,0.00059107074,0.00048170908],"domain_scores_gemma":[0.99930274,0.000110937806,0.00025268967,0.00009893714,0.000068936795,0.00016573668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011841556,0.00013350988,0.00039400536,0.00014137648,0.0001903934,0.00024666853,0.00034789756,0.0000579618,0.000142851],"category_scores_gemma":[0.00015986974,0.00011179148,0.000041144525,0.00016895292,0.0003078935,0.00044098523,0.00008167029,0.00012309744,0.000003302859],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018111381,0.00088910724,0.48643377,0.0009814639,0.00048740458,0.01386285,0.07500178,0.0004687728,0.062042415,0.24691243,0.04323133,0.06787751],"study_design_scores_gemma":[0.0054315194,0.0006661485,0.3040291,0.0028970544,0.00037901817,0.00073846837,0.41232467,0.00008966862,0.006534678,0.10156203,0.16269058,0.0026570326],"about_ca_topic_score_codex":0.2717713,"about_ca_topic_score_gemma":0.7429831,"teacher_disagreement_score":0.4712118,"about_ca_system_score_codex":0.00044732937,"about_ca_system_score_gemma":0.00046133585,"threshold_uncertainty_score":0.733078},"labels":[],"label_agreement":null},{"id":"W1975460581","doi":"10.1007/s00477-013-0725-y","title":"Assessment of social vulnerability to natural hazards in the Yangtze River Delta, China","year":2013,"lang":"en","type":"article","venue":"Stochastic Environmental Research and Risk Assessment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":91,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Social vulnerability; Vulnerability (computing); China; Geography; Natural disaster; Natural hazard; Vulnerability index; Per capita; Delta; Vulnerability assessment; Socioeconomics; Water resource management; Climate change; Environmental science; Population; Psychological resilience; Environmental health; Meteorology; Ecology","score_opus":0.017929030897476342,"score_gpt":0.3815970971895978,"score_spread":0.36366806629212145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975460581","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":[0.98465335,0.000060476697,0.0016681774,0.0018184036,0.0000966134,0.0015075298,0.000027590446,0.000008562725,0.010159275],"genre_scores_gemma":[0.9979969,0.000120042874,0.0006774782,0.00004421466,0.000083186904,0.00023450163,0.000009907745,0.000007869392,0.00082588923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99606967,0.0009444941,0.00026790574,0.00038361576,0.0017104725,0.00062384375],"domain_scores_gemma":[0.9991528,0.00036155808,0.00007350604,0.00022731863,0.00002758051,0.00015726335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031058847,0.0001411829,0.00019108976,0.00015078686,0.00097570394,0.0001568991,0.0005297593,0.000059566675,0.00035874607],"category_scores_gemma":[0.00010313465,0.00009603222,0.000055477034,0.00032522817,0.0015615072,0.0002727587,0.00037760334,0.0005674021,0.000023689034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011458929,0.0043643075,0.530239,0.000121539495,0.0002008205,0.000023558508,0.108213864,0.0007560036,0.0018024914,0.0860274,0.0055193505,0.26261708],"study_design_scores_gemma":[0.0003228848,0.000251512,0.96721166,0.00001346957,0.000009494125,2.369796e-7,0.025093116,0.0011500785,0.0000032015694,0.0052707396,0.0005578701,0.00011572599],"about_ca_topic_score_codex":0.0056330343,"about_ca_topic_score_gemma":0.0013554661,"teacher_disagreement_score":0.43697268,"about_ca_system_score_codex":0.00034176052,"about_ca_system_score_gemma":0.00011096531,"threshold_uncertainty_score":0.85155004},"labels":[],"label_agreement":null},{"id":"W1975477159","doi":"10.1016/s0840-4704(10)60427-9","title":"Federal Governance in Emergency Management in Canada: Quo Vadis?","year":2001,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Disaster Management and Resilience","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":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Status quo; Emergency management; Corporate governance; SAFER; Business; Vulnerability (computing); Natural disaster; Information management; Political science; Public relations; Knowledge management; Computer security; Geography; Computer science","score_opus":0.016825147842706722,"score_gpt":0.2925791404581872,"score_spread":0.2757539926154805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975477159","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":[0.11584137,0.0010943599,0.0000945165,0.073032476,0.0021199507,0.0021985294,0.0000066571592,0.00009035595,0.8055218],"genre_scores_gemma":[0.9492856,0.011502329,0.00014596326,0.0016712324,0.00006471135,0.00016408699,0.000007847564,0.000019493762,0.037138686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99631935,0.00018817466,0.0006123003,0.00058249006,0.0009303254,0.0013673358],"domain_scores_gemma":[0.99924076,0.00001562453,0.00015154383,0.0003740848,0.00002703562,0.00019093492],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005772331,0.0002303123,0.0002513119,0.00022135177,0.00037143246,0.00006751295,0.00070975267,0.00005551179,0.0005769123],"category_scores_gemma":[0.000009911967,0.0002508448,0.00005771658,0.0013270215,0.000057868998,0.0003446688,0.0003193829,0.00018627927,0.00006348945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040964904,0.00011672561,0.5017863,0.0002365108,0.000026996015,0.0007428703,0.0011590773,0.00013676916,8.02998e-8,0.33497423,0.02634034,0.13443913],"study_design_scores_gemma":[0.0006650787,0.0000227549,0.49683636,0.00014419305,0.0000073680194,4.7403222e-7,0.040313944,0.00015090029,2.2378146e-7,0.0057612364,0.45574534,0.0003521158],"about_ca_topic_score_codex":0.9213644,"about_ca_topic_score_gemma":0.9984581,"teacher_disagreement_score":0.8334443,"about_ca_system_score_codex":0.0019285559,"about_ca_system_score_gemma":0.00019438322,"threshold_uncertainty_score":0.9999944},"labels":[],"label_agreement":null},{"id":"W1977443845","doi":"10.1007/s11069-014-1526-4","title":"Social cohesion and resilience across communities that have experienced a disaster","year":2014,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":223,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Cohesion (chemistry); Community resilience; Resilience (materials science); Community cohesion; Coping (psychology); Group cohesiveness; Natural hazard; Environmental resource management; Psychology; Environmental planning; Geography; Social psychology; Engineering; Economics","score_opus":0.02466745155499578,"score_gpt":0.3477992971334776,"score_spread":0.32313184557848185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977443845","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":[0.9546546,0.00015715398,0.0000741499,0.0012771136,0.00037145172,0.00017310992,0.0000023020186,0.000084051215,0.043206107],"genre_scores_gemma":[0.9903938,0.00004788649,0.00007621345,0.0004609821,0.0002088857,0.000015485677,0.0000035011053,0.000008134662,0.008785092],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99830896,0.0002765543,0.0001330662,0.00021125816,0.00060344784,0.00046670195],"domain_scores_gemma":[0.9994728,0.0001332622,0.000073234725,0.00017123601,0.000061021397,0.000088421075],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00061936426,0.00014093932,0.00016887327,0.000039488415,0.0017463755,0.00035389498,0.00047986986,0.000104342085,0.000053860378],"category_scores_gemma":[0.0000825526,0.000113728325,0.000055276032,0.00014026255,0.001509256,0.00059405447,0.00027835168,0.00020714363,0.000016082344],"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":[0.00009988474,0.0000592686,0.028868752,0.00004278123,0.000015123735,0.000004291563,0.68746793,0.000002725633,0.000355054,0.027868457,0.0046525015,0.25056323],"study_design_scores_gemma":[0.0008927647,0.00011297745,0.10164984,0.00009549107,0.000019339226,0.0000022075942,0.7452314,0.0014894005,0.00035869013,0.002754724,0.14673238,0.0006608076],"about_ca_topic_score_codex":0.0008638909,"about_ca_topic_score_gemma":0.004154105,"teacher_disagreement_score":0.24990243,"about_ca_system_score_codex":0.00004218486,"about_ca_system_score_gemma":0.000024578796,"threshold_uncertainty_score":0.9995532},"labels":[],"label_agreement":null},{"id":"W1978307308","doi":"10.5539/ass.v8n8p126","title":"Psychological Effects on Victims of the Johor Flood 2006/2007","year":2012,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Learned helplessness; Psychology; Anxiety; Feeling; Rumination; Flood myth; Cognition; Exploratory research; Natural disaster; Face (sociological concept); Depression (economics); Social psychology; Developmental psychology; Clinical psychology; Psychiatry","score_opus":0.016053041894802875,"score_gpt":0.3352928516287709,"score_spread":0.31923980973396804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978307308","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":[0.20642364,0.00002074478,0.000021416834,0.0017578916,0.0015512755,0.00023583717,0.0000010003552,0.000029214729,0.78995895],"genre_scores_gemma":[0.99617994,0.000005241644,0.000054964046,0.0005730518,0.0007086499,0.000008136266,9.981253e-8,0.0000035569021,0.0024663603],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978365,0.00023002145,0.00012668382,0.00021867047,0.0009819212,0.00060622377],"domain_scores_gemma":[0.99946004,0.00007606548,0.000096653624,0.00018356096,0.000044491273,0.00013919351],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017199647,0.00008641943,0.00010822436,0.000052003357,0.0013537285,0.000069182264,0.0010423517,0.00007054719,0.0001285801],"category_scores_gemma":[0.00034433237,0.00005564238,0.0000839307,0.0012584005,0.0022227357,0.00037633503,0.00013626275,0.00011999052,0.00011561722],"study_design_candidate":"observational","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":[0.000028468565,0.00058865396,0.037487753,0.00001782405,0.000011470037,0.0000017699915,0.05205306,3.3694948e-7,0.0020583328,0.47058418,0.014730593,0.42243755],"study_design_scores_gemma":[0.00016211336,0.000064337786,0.9527613,0.00002003815,0.000012854755,2.4355808e-7,0.006224835,6.220299e-7,0.0007778189,0.0017172399,0.03811578,0.00014280528],"about_ca_topic_score_codex":0.000059005954,"about_ca_topic_score_gemma":0.000028880193,"teacher_disagreement_score":0.91527355,"about_ca_system_score_codex":0.00006602847,"about_ca_system_score_gemma":0.000054678403,"threshold_uncertainty_score":0.99994636},"labels":[],"label_agreement":null},{"id":"W1978760714","doi":"10.1016/s1469-3062(03)00052-4","title":"Climate change and extreme weather events: can developing countries adapt?","year":2003,"lang":"en","type":"article","venue":"Climate Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":440,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Climate change; Extreme weather; Natural resource economics; Environmental resource management; Environmental science; Business; Climatology; Economics; Ecology","score_opus":0.08013018273262862,"score_gpt":0.32907893241606634,"score_spread":0.24894874968343772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978760714","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":[0.27561632,0.0011198786,0.000055106808,0.027420267,0.0006240081,0.0008733632,0.00004460334,0.00025647625,0.69399],"genre_scores_gemma":[0.97465754,0.018424459,0.0003631324,0.0033623204,0.00039244274,0.0000573279,0.000003460985,0.000024348288,0.002714992],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859494,0.00011765429,0.00015563208,0.00022731736,0.00023079632,0.00067368516],"domain_scores_gemma":[0.9996261,0.000034689954,0.00007365415,0.00013555214,0.00003579218,0.0000942241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047737753,0.00012994502,0.00014088736,0.00011925622,0.00065458525,0.00012609019,0.0001727955,0.000056631638,0.00012369998],"category_scores_gemma":[0.000081064674,0.00011783464,0.00002949152,0.00029311865,0.00024489293,0.00030425677,0.00009775839,0.000047410245,0.00008850141],"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":[0.0000044973376,0.000013582337,0.019611279,0.000051130355,0.000006887108,0.0000035412957,0.015986882,1.7732502e-7,0.0000051109882,0.9595036,0.0002136338,0.004599705],"study_design_scores_gemma":[0.0005356725,0.000036174257,0.037288126,0.00024387323,0.00003240749,0.0000029595337,0.019580627,0.000012876873,0.00003841412,0.018201659,0.9234806,0.00054663373],"about_ca_topic_score_codex":0.0012473052,"about_ca_topic_score_gemma":0.00260333,"teacher_disagreement_score":0.94130194,"about_ca_system_score_codex":0.0000915118,"about_ca_system_score_gemma":0.000081612336,"threshold_uncertainty_score":0.5034607},"labels":[],"label_agreement":null},{"id":"W1979542798","doi":"10.1016/j.proenv.2010.10.217","title":"Environmental risk management with the aid of city emergency response system in Nanning City","year":2010,"lang":"en","type":"article","venue":"Procedia Environmental Sciences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and Technology of the People's Republic of China; Canada Excellence Research Chairs, Government of Canada","keywords":"Emergency response; Environmental planning; Emergency management; Business; Environmental resource management; Risk analysis (engineering); Environmental science; Medical emergency; Medicine; Economic growth; Economics","score_opus":0.008217852908477413,"score_gpt":0.23520059595755946,"score_spread":0.22698274304908206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979542798","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":[0.9709445,0.000102680286,0.00004412928,0.0002604799,0.00024241145,0.00057714566,0.000011097324,0.000028088118,0.027789446],"genre_scores_gemma":[0.9979794,0.00027159965,0.00051120017,0.00001922614,0.000049617916,0.000057241763,9.2112754e-7,0.0000069918583,0.0011038042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751437,0.00021727092,0.0002745017,0.00046164784,0.0010625148,0.0004697166],"domain_scores_gemma":[0.9993386,0.00009076248,0.00024398896,0.00022272691,0.0000023690131,0.00010152164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026980625,0.0001678785,0.00014768582,0.000113825095,0.00096882106,0.000055047723,0.00091814046,0.00005591098,0.00042745585],"category_scores_gemma":[0.000027716835,0.00010999366,0.000054234002,0.00043810962,0.0024221174,0.000438308,0.00026483802,0.00021448427,0.00002981389],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012778294,0.00018841794,0.9767209,0.000021783639,0.00001516194,0.000008694233,0.0122379465,0.00007828014,0.0021479842,0.001755513,0.00009521007,0.0066023115],"study_design_scores_gemma":[0.00038945314,0.00015828249,0.8771606,0.000034873352,0.00003602465,0.0000022359968,0.11048584,0.00014363449,0.0005433535,0.00022173092,0.01054074,0.00028324686],"about_ca_topic_score_codex":0.00033263635,"about_ca_topic_score_gemma":0.0011031262,"teacher_disagreement_score":0.09956033,"about_ca_system_score_codex":0.00010663952,"about_ca_system_score_gemma":0.000027315446,"threshold_uncertainty_score":0.8924392},"labels":[],"label_agreement":null},{"id":"W1980014759","doi":"10.5751/es-06474-190236","title":"Communicating adaptation with emotions: the role of intense experiences in raising concern about extreme weather.","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Raising (metalworking); Adaptation (eye); Extreme weather; Climate change adaptation; Psychology; Political science; Climate change; Social psychology; Engineering; Ecology","score_opus":0.03626819533294747,"score_gpt":0.28478890410235025,"score_spread":0.24852070876940277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980014759","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":[0.9816377,0.00024148589,0.00026306382,0.0006064992,0.00003771827,0.00010336415,1.2464764e-7,0.0000098719875,0.017100168],"genre_scores_gemma":[0.99900603,0.00016424246,0.00037641858,0.00017264049,0.000019012703,0.000015984371,4.0669758e-7,0.0000017665647,0.00024349662],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994073,0.00022747816,0.00009719794,0.00008305195,0.000072618095,0.0001123661],"domain_scores_gemma":[0.99953973,0.00026014025,0.00007397143,0.000083772735,0.0000280296,0.000014380508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070804125,0.00003809592,0.0000748175,0.000008555169,0.00045448428,0.000021378872,0.00015629051,0.000041996864,0.000026774005],"category_scores_gemma":[0.000056376048,0.000025264659,0.00002083035,0.000101726604,0.0010308321,0.000105583866,0.000042732318,0.00007202089,8.302445e-7],"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":[0.00000512865,0.000019495605,0.0919845,0.0000038928515,0.000009444611,8.4544446e-8,0.8746871,0.000040028433,0.00005282954,0.02027699,0.000040501025,0.012879998],"study_design_scores_gemma":[0.00016133096,0.000039579667,0.10587497,0.0000248222,0.0000056674767,1.9775297e-7,0.8857644,0.0026392797,0.000009139849,0.002370713,0.0030635234,0.00004635445],"about_ca_topic_score_codex":0.00048213048,"about_ca_topic_score_gemma":0.0033782849,"teacher_disagreement_score":0.017906277,"about_ca_system_score_codex":0.000011596668,"about_ca_system_score_gemma":0.000023477189,"threshold_uncertainty_score":0.3798144},"labels":[],"label_agreement":null},{"id":"W1981179556","doi":"10.1080/13669877.2011.652653","title":"Potential responses by on-campus university students to a university emergency alert","year":2012,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Focus group; Context (archaeology); Phone; Variety (cybernetics); Text message; Residence; Psychology; Reading (process); Medical education; Medicine; Computer science; Sociology; Business; Political science; Geography; Marketing","score_opus":0.043900442080220176,"score_gpt":0.4009655136244516,"score_spread":0.3570650715442314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981179556","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":[0.9835132,0.00008996847,0.00015984291,0.0011501199,0.000522824,0.00012952206,0.0000088182815,0.000006928152,0.014418811],"genre_scores_gemma":[0.9410733,0.0017033862,0.00006842629,0.000011660947,0.00024540976,4.9702347e-8,2.0616544e-7,0.0000038329777,0.05689374],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962607,0.0012515363,0.00012301975,0.00011085225,0.001775234,0.00047863042],"domain_scores_gemma":[0.9988311,0.00016705465,0.00011098418,0.00012490402,0.00032530032,0.00044068988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043550916,0.000060679264,0.00011225675,0.0004473629,0.00086084736,0.000049365757,0.0010197473,0.000052188676,0.00042043533],"category_scores_gemma":[0.00043306194,0.000055567718,0.00008761952,0.0007982665,0.00018842725,0.00046896024,0.00025971496,0.0003613152,0.0001684337],"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":[0.0027480368,0.0009442469,0.5486491,0.000008057972,0.00011743303,0.00018556011,0.019030968,0.00003124212,0.0003531964,0.002208168,0.41597995,0.009744028],"study_design_scores_gemma":[0.0004854039,0.0002733557,0.23783627,0.000025282658,0.000026320326,0.0000012570697,0.056050938,0.0000016659478,0.000030278798,0.000110282075,0.7050562,0.00010272902],"about_ca_topic_score_codex":0.0004804644,"about_ca_topic_score_gemma":0.00014202959,"teacher_disagreement_score":0.31081283,"about_ca_system_score_codex":0.0002410741,"about_ca_system_score_gemma":0.00012256738,"threshold_uncertainty_score":0.6621029},"labels":[],"label_agreement":null},{"id":"W198353780","doi":"","title":"The Great East Japan Earthquake and the Japanese Economy","year":2011,"lang":"th","type":"article","venue":"วารสารญี่ปุ่นศึกษา (Japanese Studies Journal)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economy; Quarter (Canadian coin); Stock (firearms); Electricity; Natural disaster; Business; Economics; Engineering; Geography","score_opus":0.04902068543732771,"score_gpt":0.2809025799553527,"score_spread":0.23188189451802502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W198353780","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":[0.4430503,0.057560865,0.0000030980761,0.020688582,0.0051475787,0.0016937,0.000010297477,0.00011398438,0.4717316],"genre_scores_gemma":[0.86120945,0.03920433,0.000021612255,0.0009452721,0.00177908,0.000084425796,0.0000011022267,0.00006476009,0.09668998],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9925661,0.0019063386,0.0014476663,0.0009402476,0.0011975134,0.0019421229],"domain_scores_gemma":[0.995204,0.0012619124,0.0011543371,0.0011048634,0.0006558156,0.0006190721],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.006570641,0.00094762264,0.0012648626,0.00021982023,0.009554089,0.0016569273,0.0025352794,0.0002489434,0.0004933177],"category_scores_gemma":[0.00087076426,0.0004927703,0.00066295307,0.0009001618,0.009335968,0.0012328752,0.0013390637,0.0012084307,0.00049784756],"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":[0.0008687279,0.00022983368,0.005640035,0.00015247153,0.002975232,0.00013305628,0.9090142,0.000008019761,0.000002904487,0.016675161,0.02588531,0.03841504],"study_design_scores_gemma":[0.0030976248,0.00032063047,0.010231919,0.0003058963,0.000846886,0.00017098617,0.7628533,0.00006155236,0.0000025252123,0.008851653,0.21241687,0.00084014196],"about_ca_topic_score_codex":0.0016861644,"about_ca_topic_score_gemma":0.012471481,"teacher_disagreement_score":0.41815916,"about_ca_system_score_codex":0.00018470823,"about_ca_system_score_gemma":0.00018214548,"threshold_uncertainty_score":0.9997524},"labels":[],"label_agreement":null},{"id":"W1983811386","doi":"10.5539/jsd.v3n3p175","title":"Research on the Influencing Factors of Peasants’ Autonomy to Play in Post-earthquake Reconstructions ——A Case Study of Wenchuan Earthquake in China","year":2010,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Autonomy; China; Government (linguistics); Redevelopment; Cognition; Socioeconomics; Economic growth; Political science; Psychology; Sociology; Economics; Law","score_opus":0.03624780919069717,"score_gpt":0.33828902443311293,"score_spread":0.3020412152424158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983811386","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":[0.994249,0.000006962902,0.0000022147954,0.0005215342,0.00016735826,0.0007570158,4.330441e-7,0.0000031076274,0.004292376],"genre_scores_gemma":[0.9988755,0.000003821372,0.00016712218,0.00001381798,0.000026385627,0.000013126488,1.1738441e-7,0.000005832464,0.00089426135],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99742705,0.00038850826,0.000751645,0.00015700235,0.00081249804,0.00046329538],"domain_scores_gemma":[0.9985309,0.0003039688,0.00029384773,0.00017051415,0.0005753126,0.0001254191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005513958,0.000105646126,0.00024634833,0.0012706367,0.0004082162,0.00007342737,0.00045450334,0.000056643843,0.000118527176],"category_scores_gemma":[0.00065482885,0.00007475961,0.000040847808,0.0014994416,0.00020034568,0.00033903867,0.00014781111,0.00060642156,0.0000020558455],"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":[0.00007411127,0.000750845,0.40408242,0.00003950843,0.000042213796,0.0012354954,0.5793039,0.00081963243,0.000103969905,0.0036089015,0.000066296336,0.009872684],"study_design_scores_gemma":[0.00021307216,0.0001680302,0.4845777,0.00004295373,0.0000022937704,0.000010127315,0.5138322,0.0000013051468,0.00006279973,0.000079160796,0.0009614974,0.00004884297],"about_ca_topic_score_codex":0.0056066825,"about_ca_topic_score_gemma":0.02523005,"teacher_disagreement_score":0.08049528,"about_ca_system_score_codex":0.00030110462,"about_ca_system_score_gemma":0.0017945586,"threshold_uncertainty_score":0.992557},"labels":[],"label_agreement":null},{"id":"W1985427019","doi":"10.1111/disa.12109","title":"A systems approach to resilience in the built environment: the case of Cuba","year":2014,"lang":"en","type":"article","venue":"Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":50,"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; Concordia University; Université de Montréal","funders":"","keywords":"Resilience (materials science); Built environment; Context (archaeology); Social capital; Adaptation (eye); Environmental planning; Hazard; Psychological resilience; Business; Emergency management; Natural hazard; Environmental resource management; Poison control; Urban resilience; Urban planning; Knowledge management; Engineering; Sociology; Computer science; Geography; Economic growth; Psychology; Economics; Environmental health; Civil engineering; Medicine; Social science; Social psychology","score_opus":0.019431062021126603,"score_gpt":0.26994220016746123,"score_spread":0.25051113814633463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985427019","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":[0.749387,0.00006684947,0.0022193338,0.0010439992,0.00013600894,0.0006811556,0.0000018304974,0.000010717015,0.24645308],"genre_scores_gemma":[0.9982561,0.000009878259,0.00003944847,0.00026350145,0.00005573998,0.000057416277,5.4748523e-7,0.0000042648157,0.0013130972],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985415,0.0005071919,0.0001742305,0.00019915457,0.00032147448,0.00025647195],"domain_scores_gemma":[0.999321,0.00017929597,0.00006427609,0.00037913534,0.000007375656,0.000048954134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013038482,0.00008021785,0.00010555922,0.000048674643,0.0002367747,0.00009588045,0.0007599486,0.000027417154,0.0000064672117],"category_scores_gemma":[0.00008051983,0.00004402598,0.00003870217,0.00034549803,0.0004341577,0.00011072185,0.00008560021,0.00006765504,0.00003378426],"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":[0.000039289276,0.00038660766,0.00664389,0.000101224075,0.000021956474,0.000046413148,0.5666115,0.015234527,0.00010399546,0.37934032,0.0047117174,0.026758516],"study_design_scores_gemma":[0.00029068877,0.000083851286,0.0044852323,0.000055381952,0.000027978944,0.000016107864,0.9222674,0.0040258644,0.000009303073,0.0007125042,0.06779113,0.00023460329],"about_ca_topic_score_codex":0.0027518233,"about_ca_topic_score_gemma":0.00061923603,"teacher_disagreement_score":0.3786278,"about_ca_system_score_codex":0.00002225567,"about_ca_system_score_gemma":0.00001023845,"threshold_uncertainty_score":0.4159952},"labels":[],"label_agreement":null},{"id":"W1986199071","doi":"10.1193/022413eqs050m","title":"Urban Disaster Recovery in Christchurch: The Central Business District Cordon and Other Critical Decisions","year":2014,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"Natural Hazards Research Platform; University of British Columbia","keywords":"Central business district; Environmental planning; Downtown; Government (linguistics); Disaster recovery; Business; Geography; Political science; Engineering; Transport engineering","score_opus":0.020038370659778846,"score_gpt":0.2766901857284622,"score_spread":0.25665181506868334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986199071","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":[0.8630984,0.00015987054,0.001478787,0.005543316,0.0005353284,0.00023450027,0.000005907901,0.000039842238,0.12890407],"genre_scores_gemma":[0.9966891,0.00008272965,0.000090001566,0.00043459798,0.00037493758,0.0000063543366,0.0000011927295,0.00000918424,0.0023119391],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99858034,0.00021847068,0.00017261237,0.00025471876,0.0003151384,0.00045871828],"domain_scores_gemma":[0.9991199,0.00050759834,0.00003113068,0.0002091282,0.00002156055,0.00011071804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004826069,0.00010806124,0.00012708081,0.000057532463,0.00033213018,0.000253208,0.00026524937,0.000052009604,0.00038645766],"category_scores_gemma":[0.00064241514,0.00007505863,0.000041883697,0.0004201327,0.0005771039,0.00020104261,0.000060285172,0.00012405377,0.00006064034],"study_design_candidate":"observational","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":[0.00015343647,0.00038433957,0.26958725,0.000030515552,0.000024668298,0.00003215028,0.032471593,0.000039301078,0.000060263552,0.42251453,0.023333244,0.2513687],"study_design_scores_gemma":[0.00019339463,0.000036519992,0.763909,0.000040165556,0.000008759399,8.822768e-7,0.0026504213,0.00006732807,0.0000022867412,0.0031206217,0.2298363,0.00013435089],"about_ca_topic_score_codex":0.0009011015,"about_ca_topic_score_gemma":0.006511108,"teacher_disagreement_score":0.4943217,"about_ca_system_score_codex":0.000023468927,"about_ca_system_score_gemma":0.0000323585,"threshold_uncertainty_score":0.42314404},"labels":[],"label_agreement":null},{"id":"W1986726438","doi":"10.1145/1042091.1042097","title":"Intelligent mobile crisis response systems","year":2005,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":73,"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","funders":"","keywords":"Crisis response; Property (philosophy); Computer science; Order (exchange); Computer security; Risk analysis (engineering); Business; Public relations; Political science","score_opus":0.057441417991953826,"score_gpt":0.368114031192712,"score_spread":0.3106726132007582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986726438","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":[0.4410609,0.008467108,0.00009398217,0.3481433,0.00062024064,0.0014393613,0.000009906979,0.00013308604,0.2000321],"genre_scores_gemma":[0.9903463,0.0006534142,0.0023202992,0.00011198013,0.000024686018,0.000041412924,4.8362375e-7,0.0000030806582,0.006498337],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990056,0.0005201791,0.00014718948,0.00006250646,0.00016977004,0.0000947613],"domain_scores_gemma":[0.9881448,0.00030311136,0.00008458083,0.01138028,0.00006184257,0.000025370151],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.00089908415,0.000035966485,0.000058442252,0.000037016893,0.00045109732,0.000040572075,0.017977772,0.000023121278,0.00003024023],"category_scores_gemma":[0.0018583603,0.000026108442,0.000050303468,0.00025424108,0.00037755174,0.000101540034,0.006458723,0.000060025355,0.000070585374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009289566,0.00072080723,0.0033133866,0.00003187342,0.00008646631,1.3979232e-7,0.12900612,0.002702495,0.0009535992,0.21829878,0.6232566,0.021536795],"study_design_scores_gemma":[0.00003808547,0.000009250668,0.0008173182,0.000024179395,0.00001293228,9.5490975e-8,0.03966932,0.00012784086,0.00013445671,0.0028209724,0.9562986,0.000046952253],"about_ca_topic_score_codex":0.0005269368,"about_ca_topic_score_gemma":0.0005164885,"teacher_disagreement_score":0.5492854,"about_ca_system_score_codex":0.000045501274,"about_ca_system_score_gemma":0.00004017319,"threshold_uncertainty_score":0.98733544},"labels":[],"label_agreement":null},{"id":"W1987486688","doi":"10.1007/s10900-011-9488-x","title":"Household Emergency Preparedness: A Literature Review","year":2011,"lang":"en","type":"review","venue":"Journal of Community Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":300,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Élisabeth Bruyère Hospital; University of Ottawa","funders":"","keywords":"Preparedness; Coping (psychology); Social capital; Public relations; Resilience (materials science); Emergency management; Community resilience; Business; Resource (disambiguation); Disaster risk reduction; Psychological resilience; Psychology; Medicine; Political science; Environmental planning; Social psychology; Computer science; Geography","score_opus":0.17607090144216855,"score_gpt":0.4561871037060446,"score_spread":0.280116202263876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987486688","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000021458918,0.96941316,0.000010439184,0.00047599745,0.0012020244,0.0006729402,0.000014535333,0.00002496705,0.028183812],"genre_scores_gemma":[0.000002820982,0.9964003,0.00007982711,0.0006249339,0.00039086243,0.00000863775,0.000010776824,0.000025900828,0.002455962],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911546,0.006199893,0.0015845975,0.00009505319,0.0005562964,0.00040954383],"domain_scores_gemma":[0.99547124,0.00015138577,0.0030286957,0.00071060675,0.00026330622,0.00037477782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072069704,0.00028267765,0.0019080685,0.00028915095,0.000914765,0.00007763088,0.0022914682,0.00019117337,0.00020660058],"category_scores_gemma":[0.000393347,0.00020076169,0.00078776135,0.001036,0.00014300298,0.00042503874,0.00022387334,0.002118373,0.000018140963],"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":[0.0000021557423,0.00017802388,0.0000020594696,0.08927399,0.00006890323,0.0000074739223,0.017233856,2.0504839e-8,4.4810405e-10,0.0011982581,0.15032895,0.7417063],"study_design_scores_gemma":[0.000039752143,0.00011389096,0.000003737459,0.17618921,0.00021704908,0.000023835588,0.0012861833,5.772096e-9,3.6505118e-10,0.00027862907,0.82171863,0.00012906086],"about_ca_topic_score_codex":0.00067241397,"about_ca_topic_score_gemma":0.0013355672,"teacher_disagreement_score":0.74157727,"about_ca_system_score_codex":0.00030623886,"about_ca_system_score_gemma":0.0019330897,"threshold_uncertainty_score":0.9203394},"labels":[],"label_agreement":null},{"id":"W1987661036","doi":"10.1177/0276146707300066","title":"Processual Learning, Environmental Pluralism, and Inherent Challenges of Managing a Socioeconomic Crisis: The Case of the Canadian Mad Cow Crisis","year":2007,"lang":"en","type":"article","venue":"Journal of Macromarketing","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Regina","funders":"","keywords":"Crisis management; Socioeconomic status; Bovine spongiform encephalopathy; Pluralism (philosophy); Risk management; Politics; Business; Public relations; Political science; Environmental health; Law; Disease; Medicine; Population","score_opus":0.011864430163710454,"score_gpt":0.26807570180122964,"score_spread":0.25621127163751917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987661036","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":[0.98142076,0.0018626656,0.0000031471975,0.009102154,0.00013020473,0.00011434009,0.0000013333114,0.0000024285887,0.007362987],"genre_scores_gemma":[0.9989743,0.00063864375,0.00003509707,0.00011520278,0.000087759276,6.842343e-7,6.3200126e-8,0.0000064087535,0.00014184366],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987742,0.00027221997,0.00037387098,0.00009702699,0.00023841546,0.0002443137],"domain_scores_gemma":[0.99899393,0.00017366803,0.000625473,0.00007806586,0.00003344917,0.00009542183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038643694,0.000081555954,0.00015214646,0.0000919915,0.000587785,0.00005607236,0.00032005762,0.000045803765,0.000063847605],"category_scores_gemma":[0.00008523837,0.00005216691,0.00008562845,0.00006398203,0.00031483412,0.00016219422,0.000093840565,0.00021629473,6.177313e-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":[0.00030334006,0.00023558407,0.20522808,0.0005867757,0.0006095247,0.0008375149,0.5618904,0.00028866573,0.0005538928,0.0064495765,0.0068535097,0.21616314],"study_design_scores_gemma":[0.00033918596,0.00006477947,0.0627047,0.00012012372,0.00007866675,0.00011489349,0.93081933,0.000060433158,0.00010152218,0.0005185671,0.004961162,0.000116610616],"about_ca_topic_score_codex":0.014726484,"about_ca_topic_score_gemma":0.19813499,"teacher_disagreement_score":0.36892897,"about_ca_system_score_codex":0.00011609858,"about_ca_system_score_gemma":0.00009953554,"threshold_uncertainty_score":0.9918345},"labels":[],"label_agreement":null},{"id":"W1988422223","doi":"10.1007/1-4020-4514-x_7","title":"Mitigating Natural Disasters: The Role of Eco-Ethics","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of the Environment, Conservation and Parks; University of Toronto; York University","funders":"","keywords":"Vulnerability (computing); Natural disaster; Natural (archaeology); Resilience (materials science); Environmental ethics; Environmental planning; Order (exchange); Process (computing); Environmental resource management; Political science; Geography; Business; Environmental science; Computer science; Computer security","score_opus":0.01726392184166064,"score_gpt":0.27617517743104136,"score_spread":0.2589112555893807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988422223","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024964064,0.0006310738,0.000013351108,0.0010550397,0.00033006823,0.0002244843,0.0000055726255,0.000036982692,0.9974538],"genre_scores_gemma":[0.14699923,0.00006994817,0.0000782504,0.00019043335,0.00029974018,0.000002154736,0.000009400123,0.000013037317,0.8523378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986212,0.000052816715,0.00024490623,0.00020195189,0.0006606164,0.00021848328],"domain_scores_gemma":[0.9991759,0.00028535788,0.00021242873,0.00021545943,0.000076727934,0.00003413179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004953893,0.00015176208,0.00017022016,0.000046065572,0.0003883689,0.00010063327,0.0005807036,0.00020042308,0.00049998466],"category_scores_gemma":[0.00005360688,0.000097045035,0.0001440624,0.000037691545,0.00096266356,0.00012201976,0.00014188174,0.0004263103,0.000061681785],"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":[0.0000016965148,0.0000056102244,0.000068301844,0.000020724123,0.000023877397,0.0000010335392,0.007149662,0.0000058511387,0.000009453338,0.979103,0.0044192467,0.009191518],"study_design_scores_gemma":[0.0000507066,0.000011898163,0.000036783375,0.00015044386,0.000044078497,1.4434224e-7,0.014439298,0.0000388676,0.00002638522,0.09337566,0.89162177,0.00020397053],"about_ca_topic_score_codex":0.0012627882,"about_ca_topic_score_gemma":0.0046914034,"teacher_disagreement_score":0.8872025,"about_ca_system_score_codex":0.000029787618,"about_ca_system_score_gemma":0.00008319705,"threshold_uncertainty_score":0.5474481},"labels":[],"label_agreement":null},{"id":"W1988722191","doi":"10.1108/09653561311301989","title":"Impacts of temporary housing on housing reconstruction after the Bam earthquake","year":2013,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":23,"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":"Government (linguistics); Originality; Quality (philosophy); Population; Public housing; Business; Civil engineering; Environmental planning; Geography; Forensic engineering; Socioeconomics; Engineering; Economics; Sociology; Demography; Social science","score_opus":0.017213922801327823,"score_gpt":0.3007192573290648,"score_spread":0.28350533452773696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988722191","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":[0.962866,0.00003487844,0.0010262585,0.0012565381,0.0009590654,0.00030478576,9.835464e-7,0.00001817459,0.0335333],"genre_scores_gemma":[0.99603146,0.00044064946,0.00031304822,0.00031852425,0.00028507103,0.000012958641,0.000003325445,0.0000072707835,0.0025877056],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998747,0.00018535425,0.00026339584,0.00014575265,0.0004989185,0.0001595646],"domain_scores_gemma":[0.99949414,0.000017551827,0.0002055118,0.00010349304,0.0000995837,0.0000797212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050687115,0.00009069405,0.00007709461,0.0001863955,0.00026987336,0.0005957833,0.00027350278,0.00002886372,0.0007826444],"category_scores_gemma":[0.0000119827155,0.00006603678,0.000073758456,0.00009190022,0.00017740429,0.0014012993,0.00008495992,0.00009400618,0.000019269031],"study_design_candidate":"observational","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":[0.00015153651,0.0002333786,0.06390923,0.000029563966,0.00022311846,0.000016191978,0.00707218,0.00003097869,0.000037443726,0.014789373,0.0009611847,0.9125458],"study_design_scores_gemma":[0.0017641903,0.00030832674,0.8641065,0.0009845652,0.000102710444,0.000031004707,0.0695606,0.00040945262,0.000028995128,0.022826368,0.039427426,0.00044990494],"about_ca_topic_score_codex":0.00010646259,"about_ca_topic_score_gemma":0.00024451516,"teacher_disagreement_score":0.9120959,"about_ca_system_score_codex":0.000034654717,"about_ca_system_score_gemma":0.000015636582,"threshold_uncertainty_score":0.85694075},"labels":[],"label_agreement":null},{"id":"W1988886479","doi":"10.1080/01446190600567977","title":"A systems view of temporary housing projects in post‐disaster reconstruction","year":2006,"lang":"en","type":"article","venue":"Construction Management and Economics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":148,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Context (archaeology); Natural disaster; Human settlement; Term (time); Business; Natural (archaeology); Environmental planning; Engineering; Operations research; Computer science; Operations management; Geography","score_opus":0.014690351328015874,"score_gpt":0.2235888085568304,"score_spread":0.2088984572288145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988886479","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":[0.8643785,0.00023470548,0.0001304656,0.0001130511,0.000683832,0.00043098512,0.0000019038931,0.00002843479,0.13399813],"genre_scores_gemma":[0.9968351,0.00072987756,0.0008369587,0.000019910569,0.00010697776,0.000014818065,0.0000048178927,0.000007095133,0.0014444466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9991251,0.000059734717,0.000338216,0.0002279417,0.00006857397,0.0001804366],"domain_scores_gemma":[0.99964815,0.000015386531,0.00017661741,0.00010739669,0.000024464212,0.000027982582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026455557,0.00009356145,0.0001619463,0.0002703199,0.00013831,0.00012601796,0.00009268616,0.000051366438,0.000024535211],"category_scores_gemma":[0.00000354193,0.00010107044,0.000031096348,0.00018002988,0.000333554,0.00053582614,0.00005626309,0.00004279769,0.0000051771694],"study_design_candidate":"observational","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":[0.00004972468,0.00006516801,0.29184157,0.00042303352,0.000057048524,0.0000057366597,0.0016827513,0.00064057234,0.000026204694,0.42454994,0.0002869847,0.28037128],"study_design_scores_gemma":[0.0057064537,0.0002143856,0.26645106,0.0014357386,0.0002528233,0.000055562792,0.49589026,0.007885214,0.00009033063,0.04075435,0.17908902,0.0021747905],"about_ca_topic_score_codex":0.0011721556,"about_ca_topic_score_gemma":0.001077192,"teacher_disagreement_score":0.4942075,"about_ca_system_score_codex":0.000060225935,"about_ca_system_score_gemma":0.000024954123,"threshold_uncertainty_score":0.4121533},"labels":[],"label_agreement":null},{"id":"W1992817749","doi":"10.3917/secug.016.0029","title":"L'aube inquiétante du siècle : faillite des modèles, faiblesse des alertes","year":2011,"lang":"fr","type":"article","venue":"Sécurité globale","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":"Réseau Technoscience","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.055791133776057815,"score_gpt":0.2634650100103916,"score_spread":0.20767387623433375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992817749","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":[0.45088056,0.032650843,0.00037654428,0.0007155006,0.0015416897,0.0003783447,0.000046488647,0.00016659213,0.51324344],"genre_scores_gemma":[0.9220171,0.013314061,0.002410275,0.00034419168,0.00044930723,0.000025741716,0.000006900777,0.00003630716,0.06139613],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99682635,0.00030178914,0.0004463307,0.0006386871,0.0005796483,0.0012071724],"domain_scores_gemma":[0.99871504,0.00006686762,0.00017297424,0.00044938657,0.0001955786,0.00040016434],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006002488,0.0003901589,0.00036600756,0.00009246247,0.0012312497,0.00028532217,0.0010972952,0.00021608002,0.0023176773],"category_scores_gemma":[0.00012229079,0.00038140104,0.00021780531,0.0012809687,0.0059842137,0.0016123556,0.00042241582,0.00017107972,0.0014113131],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006912332,0.0009518694,0.079116955,0.00034822366,0.00016383144,0.00016440362,0.040634148,0.00001619597,0.00011376271,0.6474969,0.013838225,0.21708639],"study_design_scores_gemma":[0.00099491,0.00034020472,0.07946894,0.00089381257,0.00026398397,0.000012771203,0.03644719,0.00044271897,0.00053884316,0.18333936,0.69601345,0.0012438173],"about_ca_topic_score_codex":0.0069154343,"about_ca_topic_score_gemma":0.005350648,"teacher_disagreement_score":0.6821752,"about_ca_system_score_codex":0.00012605506,"about_ca_system_score_gemma":0.00010878434,"threshold_uncertainty_score":0.9998638},"labels":[],"label_agreement":null},{"id":"W1994460978","doi":"10.4000/vertigo.14510","title":"Du double affrontement ontologique/axiologique autour de la résilience aux risques de catastrophe : les spécificités de l’approche française","year":2013,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.021059258938370295,"score_gpt":0.28636083663690787,"score_spread":0.26530157769853757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994460978","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":[0.79890126,0.0039099017,0.020051118,0.008252553,0.00062684173,0.0008452771,0.000009305885,0.00033665233,0.1670671],"genre_scores_gemma":[0.9599188,0.0019627837,0.0113670435,0.0005040832,0.0004009965,0.00027870038,0.0000052118326,0.0000263449,0.025536058],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.995949,0.0011660798,0.00043268895,0.00061967544,0.00041055336,0.0014220077],"domain_scores_gemma":[0.9985457,0.00032607542,0.00018397823,0.00040586438,0.00011838266,0.0004199958],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001419521,0.00038201307,0.00035426143,0.000094737676,0.0007744741,0.00037780567,0.0012231667,0.00053454045,0.0014791281],"category_scores_gemma":[0.00029312115,0.00034287226,0.00018589104,0.00037473044,0.0019636035,0.0006629191,0.00028601498,0.00052119774,0.00040486275],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014730514,0.0012530473,0.4014934,0.0002726235,0.00016362128,0.00016167927,0.04288512,0.0020279414,0.002592758,0.3214277,0.1566463,0.07092852],"study_design_scores_gemma":[0.0015303389,0.00063981075,0.10837514,0.00045127855,0.00022100708,0.000032955995,0.05060096,0.021621224,0.0036538176,0.03661077,0.7748881,0.0013746188],"about_ca_topic_score_codex":0.051459685,"about_ca_topic_score_gemma":0.0045131035,"teacher_disagreement_score":0.6182418,"about_ca_system_score_codex":0.000544462,"about_ca_system_score_gemma":0.0007060599,"threshold_uncertainty_score":0.9999023},"labels":[],"label_agreement":null},{"id":"W1994734800","doi":"10.1111/j.1541-0064.2000.tb00716.x","title":"Safe place or ‘catastrophic society’? Perspectives on hazards and disasters in Canada","year":2000,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Government (linguistics); Vulnerability (computing); Compromise; Risk society; Hazard; Public policy; Element (criminal law); Natural hazard; Natural disaster; Sociology; Political science; Law; Geography; Social science; Computer security","score_opus":0.006193005472098959,"score_gpt":0.20463712411012916,"score_spread":0.1984441186380302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994734800","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":[0.9616758,0.0012845343,1.8532016e-7,0.0047924356,0.00030724384,0.00045480172,0.0001392654,0.000041342373,0.031304386],"genre_scores_gemma":[0.9855812,0.008055229,0.000054308326,0.0010495564,0.0001132938,0.000053973996,0.000017479264,0.000030123823,0.005044838],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99682933,0.00014341231,0.0003108435,0.00071059226,0.00045744225,0.001548408],"domain_scores_gemma":[0.9981333,0.00016351562,0.00006694116,0.00037034228,0.00006227399,0.0012036507],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002924975,0.0003732493,0.00034920344,0.0012361691,0.0011417584,0.00022126413,0.0005981614,0.00011458162,0.00076499],"category_scores_gemma":[0.00006684387,0.00035118556,0.00014135231,0.0038285495,0.0022777868,0.0003609826,0.00003151323,0.00026773175,0.000007787793],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047909483,0.00014295153,0.38277087,0.00019611257,0.0005612661,0.0011762938,0.19885504,0.000904769,0.000003918969,0.04585129,0.13086258,0.2381958],"study_design_scores_gemma":[0.0005263345,0.00012801886,0.113207154,0.00012030576,0.000033992364,0.0000068317477,0.562301,0.000050575753,5.8202903e-7,0.00025081105,0.32267198,0.00070240785],"about_ca_topic_score_codex":0.9993721,"about_ca_topic_score_gemma":0.9999977,"teacher_disagreement_score":0.36344597,"about_ca_system_score_codex":0.00069107045,"about_ca_system_score_gemma":0.0023669992,"threshold_uncertainty_score":0.999894},"labels":[],"label_agreement":null},{"id":"W1995569612","doi":"10.1111/j.1541-1338.2009.00390.x","title":"Trans‐System Social Ruptures: Exploring Issues of Vulnerability and Resiliency<sup>1</sup>","year":2009,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Social vulnerability; Focus (optics); Sociology; Psychological resilience; Political science; Political economy; Social system; Economic system; Positive economics; Economics; Social science; Social psychology; Psychology; Computer security; Computer science","score_opus":0.17765926936516868,"score_gpt":0.4895397499448452,"score_spread":0.31188048057967654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995569612","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":[0.4377306,0.13437293,0.000024011135,0.04201335,0.00007033062,0.0025384414,0.00002508812,0.00010168728,0.38312355],"genre_scores_gemma":[0.90336967,0.09506447,0.000056568646,0.00008541054,0.00040250094,0.000027855156,0.000001114484,0.000006311174,0.0009861158],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99599034,0.0013593929,0.0004903625,0.0003016838,0.0013304292,0.00052780303],"domain_scores_gemma":[0.9989763,0.00024346347,0.00009872898,0.000298783,0.0002507675,0.00013195665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061468882,0.00011545688,0.00046051556,0.00025323403,0.00045760625,0.000041446776,0.0005967971,0.00006829792,0.000059272577],"category_scores_gemma":[0.0008427891,0.00009474811,0.0001275395,0.0011051185,0.0009543155,0.00029188424,0.000082273364,0.00022299525,0.000005466332],"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":[0.000062228064,0.00031002707,0.0009682756,0.027308632,0.000046178495,0.0000068279373,0.09146638,0.0000057483157,0.00051972247,0.35818687,0.010373241,0.5107459],"study_design_scores_gemma":[0.0010667992,0.0009180436,0.021232652,0.024934616,0.00009968829,0.0000027349136,0.134378,0.00009264399,0.00084056053,0.015294873,0.80035573,0.00078364654],"about_ca_topic_score_codex":0.0021110978,"about_ca_topic_score_gemma":0.0000682611,"teacher_disagreement_score":0.7899825,"about_ca_system_score_codex":0.00009656497,"about_ca_system_score_gemma":0.00023498484,"threshold_uncertainty_score":0.38637158},"labels":[],"label_agreement":null},{"id":"W1995570069","doi":"10.1080/00958964.2012.759521","title":"Competencies Demonstrated by Municipal Employees During Adaptation to Climate Change: A Pilot Study","year":2013,"lang":"en","type":"article","venue":"The Journal of Environmental Education","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Adaptation (eye); Vulnerability (computing); Futures contract; Climate change adaptation; Process (computing); Climate change; Environmental education; Psychology; Environmental resource management; Environmental planning; Knowledge management; Business; Pedagogy; Geography; Computer science; Environmental science; Ecology","score_opus":0.032740929578193675,"score_gpt":0.2881434627049111,"score_spread":0.2554025331267174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995570069","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":[0.99708825,0.00016851984,0.0000070257825,0.00094663276,0.00023722515,0.0005544012,0.0000012313135,0.000006388613,0.0009903408],"genre_scores_gemma":[0.9988054,0.00032432674,0.00006752702,0.000111833404,0.00013096689,0.00002252173,0.000001023007,0.0000054883053,0.0005309024],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990383,0.00020846003,0.00020256742,0.00006232007,0.0003299707,0.00015837348],"domain_scores_gemma":[0.9996071,0.000039067494,0.00017239604,0.00008539031,0.0000150225105,0.00008106669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003886248,0.00006651669,0.00007364095,0.00007538556,0.00037846147,0.000069704125,0.00026730378,0.0000101335645,0.00020921824],"category_scores_gemma":[0.000021240934,0.00004745937,0.000016914095,0.00013560189,0.00011072285,0.0005293429,0.000048226448,0.00007046728,0.000071030685],"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":[0.0002689796,0.008095841,0.13342537,0.000021321272,0.00010264547,0.0000016563953,0.7185009,0.0003756617,0.07800915,0.00025570492,0.0020713545,0.058871426],"study_design_scores_gemma":[0.00016828784,0.0007429006,0.51753974,0.000024187804,0.000036985333,0.0000016573183,0.48073906,0.000016640852,0.00007840647,0.00005697197,0.00051983376,0.00007530649],"about_ca_topic_score_codex":0.0012704037,"about_ca_topic_score_gemma":0.00029452067,"teacher_disagreement_score":0.38411438,"about_ca_system_score_codex":0.000098815806,"about_ca_system_score_gemma":0.000021256079,"threshold_uncertainty_score":0.29108578},"labels":[],"label_agreement":null},{"id":"W1996034605","doi":"10.1016/j.jenvman.2011.05.017","title":"Public engagement in neighbourhood level wildfire mitigation and preparedness: Case studies from Canada, the US and Australia","year":2011,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":127,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Neighbourhood (mathematics); Preparedness; Government (linguistics); Geography; Agency (philosophy); Environmental planning; Psychological resilience; Environmental resource management; Socioeconomics; Business; Political science; Sociology; Psychology; Environmental science","score_opus":0.09968489086537805,"score_gpt":0.2824537113487859,"score_spread":0.18276882048340784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996034605","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":[0.99467576,0.00082921836,0.000010467494,0.0007480493,0.0002430784,0.00027378177,0.0000072398702,0.000002598039,0.003209787],"genre_scores_gemma":[0.9975258,0.0011943385,0.0002694261,0.00016413977,0.000052429154,0.000008463637,7.4632635e-7,0.000004973343,0.000779668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987419,0.00018412423,0.0003025393,0.00015930869,0.0004056665,0.00020643805],"domain_scores_gemma":[0.99954313,0.00004595491,0.00020432276,0.000107245454,0.0000056037934,0.00009374568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064861536,0.00011137311,0.00013771463,0.00007085638,0.00030713578,0.000071257804,0.00019067091,0.000022592358,0.00013558156],"category_scores_gemma":[0.000018701643,0.0000808098,0.000024933903,0.00007700941,0.00031640197,0.00038172095,0.00021256185,0.00010866447,0.0000013507433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010819902,0.0007090063,0.70192105,0.00009704478,0.001229292,0.006572249,0.16088761,0.000037752427,0.000099839825,0.008156252,0.0052564754,0.114925206],"study_design_scores_gemma":[0.00050974666,0.00005742418,0.8353574,0.00004722062,0.0001006944,0.00002462874,0.15812036,0.000008814537,0.000008916048,0.0011978889,0.004443744,0.0001231119],"about_ca_topic_score_codex":0.09170256,"about_ca_topic_score_gemma":0.3369987,"teacher_disagreement_score":0.24529614,"about_ca_system_score_codex":0.00026831336,"about_ca_system_score_gemma":0.000021739146,"threshold_uncertainty_score":0.91434586},"labels":[],"label_agreement":null},{"id":"W1996758880","doi":"10.4102/jamba.v5i2.91","title":"Disasters in ‘development’ contexts: Contradictions and options for a preventive approach","year":2013,"lang":"en","type":"article","venue":"Jàmbá Journal of Disaster Risk Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Vulnerability (computing); Development economics; Poverty; Disaster risk reduction; Economic growth; Emergency management; Population; Political science; Business; Environmental planning; Economics; Geography; Sociology; Computer security","score_opus":0.02817909849254612,"score_gpt":0.32748228268511365,"score_spread":0.2993031841925675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996758880","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":[0.9804099,0.0048617558,0.0034979428,0.0012486607,0.00047211474,0.0011275805,0.000007880094,0.000014413437,0.008359704],"genre_scores_gemma":[0.9919739,0.0017841402,0.002915965,0.000058754766,0.00012788526,0.00011662479,7.617921e-7,0.0000082119095,0.0030137547],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986798,0.0001761499,0.00046804166,0.00015500591,0.00024285277,0.0002781033],"domain_scores_gemma":[0.99903774,0.000261444,0.00033163137,0.00006977582,0.00020338595,0.000096008866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070585293,0.00012546015,0.0003079508,0.00017103589,0.0004555422,0.00012661717,0.00018555153,0.000036653597,0.000011081512],"category_scores_gemma":[0.00025908594,0.00009365065,0.00008667664,0.00017385493,0.00050043245,0.0007368431,0.00006736773,0.00012125603,0.0000044866997],"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":[0.00013560336,0.00086081674,0.11024706,0.00018151951,0.0013523289,0.0000045255565,0.7956977,0.000120970086,0.000038657996,0.01383994,0.013384724,0.06413618],"study_design_scores_gemma":[0.0025521568,0.00021839631,0.10174399,0.00030680152,0.00019432614,0.0000040438204,0.861326,0.00007284961,0.000007418664,0.008080163,0.025186844,0.00030705368],"about_ca_topic_score_codex":0.000064631044,"about_ca_topic_score_gemma":0.00053463783,"teacher_disagreement_score":0.065628275,"about_ca_system_score_codex":0.000075572076,"about_ca_system_score_gemma":0.000051006817,"threshold_uncertainty_score":0.38189626},"labels":[],"label_agreement":null},{"id":"W1998740329","doi":"10.7202/800504ar","title":"Sorting Out Disasters","year":2009,"lang":"en","type":"article","venue":"Scientia Canadensis Canadian Journal of the History of Science Technology and Medicine","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":true,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Sorting; Bureaucracy; Government (linguistics); Classification scheme; Sociology; Computer science; Business; Artificial intelligence; Political science; Data science; Linguistics; Law; Politics","score_opus":0.016311182763351435,"score_gpt":0.25906923975973295,"score_spread":0.2427580569963815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998740329","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":[0.79642844,0.0054790652,0.0000355698,0.12863179,0.010938513,0.00016880268,0.0000010709836,0.000013732695,0.05830301],"genre_scores_gemma":[0.98763376,0.00004764478,0.00007096262,0.0007562146,0.00006229655,2.551677e-7,2.4428301e-8,0.0000018571062,0.011426968],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851674,0.000037582722,0.00029214707,0.00015928346,0.0005846962,0.00040957218],"domain_scores_gemma":[0.9987232,0.000017465118,0.00037091138,0.00018980855,0.000267387,0.00043120285],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019511918,0.00007398948,0.00018305506,0.0019494356,0.0009785454,0.000015030652,0.0011734185,0.000057151676,0.00006519322],"category_scores_gemma":[0.00086845143,0.000049716586,0.000038644142,0.0017099826,0.023608765,0.00028029853,0.000040177576,0.00017968369,6.13146e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020885267,0.000046082103,0.045151968,0.000036728277,0.00005153565,0.00012044099,0.17813452,0.00006148829,0.033753365,0.34687138,0.22827987,0.16747172],"study_design_scores_gemma":[0.00074511743,0.00037338954,0.029404655,0.0008451116,0.00020578875,0.00006778882,0.098824784,0.000039132072,0.000638611,0.028191164,0.840325,0.00033946973],"about_ca_topic_score_codex":0.007910083,"about_ca_topic_score_gemma":0.13809209,"teacher_disagreement_score":0.6120451,"about_ca_system_score_codex":0.00054648705,"about_ca_system_score_gemma":0.004262996,"threshold_uncertainty_score":0.9986963},"labels":[],"label_agreement":null},{"id":"W1999207183","doi":"10.1177/0020872813477880","title":"The role of self-help groups in post-tsunami rehabilitation","year":2013,"lang":"en","type":"article","venue":"International Social Work","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Tamil; Poverty; Rehabilitation; Work (physics); Disaster risk reduction; Socioeconomics; Sustainable development; Economic growth; Political science; Psychology; Development economics; Sociology; Economics; Engineering","score_opus":0.004156994469577606,"score_gpt":0.2576139376327358,"score_spread":0.2534569431631582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999207183","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":[0.7971889,0.00005432906,0.0000069171783,0.021150136,0.0004957959,0.0002543893,0.0000010773738,0.0000275035,0.18082097],"genre_scores_gemma":[0.9971835,0.000016164036,0.00012572184,0.00006734891,0.00021441054,0.00003675913,0.0000022821341,0.0000034554869,0.0023503702],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99910307,0.00010265858,0.00016807296,0.00009403579,0.00039261708,0.00013955224],"domain_scores_gemma":[0.99942464,0.00027018253,0.00008134407,0.00004802208,0.00015609269,0.000019737392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003706397,0.0000440611,0.000054481552,0.00004453231,0.0004368485,0.00009164129,0.0003693467,0.00004101192,0.00025753578],"category_scores_gemma":[0.00020866825,0.000035251494,0.00005053852,0.00030155896,0.00020426403,0.0002288815,0.00005383411,0.000059415317,0.000095402414],"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":[0.000021945463,0.00013341966,0.12730333,0.0000027030926,0.000032996762,3.119047e-7,0.04891114,0.0000088722445,0.00007985613,0.73551035,0.002873519,0.08512156],"study_design_scores_gemma":[0.00014313275,0.000020155014,0.71068144,0.000014156486,0.000003881913,2.0597158e-8,0.049957894,0.00004522308,0.0000060480993,0.11133614,0.12771125,0.00008064766],"about_ca_topic_score_codex":0.0012578812,"about_ca_topic_score_gemma":0.0010534949,"teacher_disagreement_score":0.6241742,"about_ca_system_score_codex":0.00009264484,"about_ca_system_score_gemma":0.00002918934,"threshold_uncertainty_score":0.33599296},"labels":[],"label_agreement":null},{"id":"W2001192773","doi":"10.4018/jagr.2010070102","title":"The Use of Geospatial Technology in Disaster Management","year":2010,"lang":"en","type":"article","venue":"International Journal of Applied Geospatial Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Geospatial analysis; Situation awareness; Geomatics; Emergency management; Global Positioning System; Geography; Geographic information system; Knowledge management; Business; Data science; Computer science; Remote sensing; Engineering; Political science","score_opus":0.06057042458842287,"score_gpt":0.40141806458683865,"score_spread":0.3408476399984158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001192773","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":[0.9540457,0.000022373437,0.0004718982,0.008091883,0.0014043184,0.00041830697,0.0000032319517,0.000008938697,0.03553333],"genre_scores_gemma":[0.9971709,0.00026202633,0.00093419006,0.000030997042,0.0003489838,0.000014358454,6.8465795e-7,0.000007007702,0.0012308037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968957,0.000096897245,0.0004852978,0.00014068671,0.0020235016,0.0003579322],"domain_scores_gemma":[0.99835575,0.0004585334,0.0002352731,0.00015960223,0.00071933394,0.00007149603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024312565,0.000075645745,0.00013059135,0.0006787223,0.00020878532,0.00021418437,0.0016213921,0.00009045962,0.00012886799],"category_scores_gemma":[0.00041031276,0.000053744607,0.000060361643,0.0005354047,0.00094534917,0.00022995971,0.0004054964,0.0006493609,0.000020946276],"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":[0.0007242516,0.0002713997,0.005489025,0.000008958657,0.00012590784,0.000083107676,0.0051190276,0.00023060244,0.0025887082,0.56375206,0.0021674011,0.41943952],"study_design_scores_gemma":[0.0024843046,0.00025726753,0.03225722,0.00015426849,0.000023846318,0.0000070173646,0.027035551,0.00054740283,0.0017509504,0.12203121,0.81315124,0.00029971826],"about_ca_topic_score_codex":0.00051819783,"about_ca_topic_score_gemma":0.008029545,"teacher_disagreement_score":0.81098384,"about_ca_system_score_codex":0.00007516452,"about_ca_system_score_gemma":0.00013856216,"threshold_uncertainty_score":0.44806743},"labels":[],"label_agreement":null},{"id":"W2001547393","doi":"10.1111/j.1467-7717.2012.01298.x","title":"The Lost Creek Fire: managing social relations under disaster conditions","year":2012,"lang":"en","type":"article","venue":"Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University; Queen's University; University of Lethbridge; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Normative; Bureaucracy; Asset (computer security); Social capital; Perspective (graphical); Poison control; Environmental planning; Business; Public relations; Sociology; Computer security; Political science; Geography; Computer science; Medicine; Environmental health; Social science","score_opus":0.024611083233248218,"score_gpt":0.3128183081659626,"score_spread":0.2882072249327144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001547393","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":[0.33283433,0.00018192195,0.0007036474,0.015948763,0.0014103979,0.00034235866,0.0000117927775,0.00009256233,0.6484742],"genre_scores_gemma":[0.9213556,0.000025173127,0.000019910778,0.0005290997,0.00044197057,0.000021394873,0.00001190784,0.00001215043,0.077582814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985572,0.00017060236,0.00017005266,0.00015117886,0.00037082733,0.0005801042],"domain_scores_gemma":[0.9994468,0.00015588068,0.000076246215,0.00016742975,0.000025851406,0.00012776985],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039216562,0.00010204878,0.000083147905,0.000028977573,0.0027506144,0.00037631535,0.00033038878,0.00005035237,0.0005102003],"category_scores_gemma":[0.000037657002,0.000084541774,0.00009303996,0.00028667186,0.0008247388,0.0007141116,0.00009425023,0.00010839373,0.00093305454],"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":[0.000012197083,0.00017683931,0.025956456,0.000012296308,0.00010889435,0.0000019014832,0.1243891,0.000057905963,0.000021984428,0.6559294,0.18116358,0.012169449],"study_design_scores_gemma":[0.00034203703,0.000015026485,0.116361946,0.00002593374,0.000096009324,6.928254e-7,0.40806526,0.00009053084,0.0000014739277,0.0126116155,0.46200654,0.0003829172],"about_ca_topic_score_codex":0.00023280008,"about_ca_topic_score_gemma":0.0015122325,"teacher_disagreement_score":0.64331776,"about_ca_system_score_codex":0.000076575176,"about_ca_system_score_gemma":0.000026651825,"threshold_uncertainty_score":0.99984485},"labels":[],"label_agreement":null},{"id":"W2002040304","doi":"10.4000/vertigo.14568","title":"Les conditions de la résilience des services urbains parisiens par l’apprentissage collectif autour des interdépendances","year":2013,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01652528191946114,"score_gpt":0.29446633532685734,"score_spread":0.2779410534073962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002040304","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":[0.80568856,0.0029511368,0.0011098514,0.00068366487,0.0007021236,0.00038609872,0.000027329746,0.00014086395,0.18831035],"genre_scores_gemma":[0.93266064,0.0013658609,0.0016427772,0.00014664368,0.0001718288,0.000106293664,0.000007646564,0.000021173266,0.06387713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714506,0.00063390634,0.00035892456,0.00048613315,0.00041220392,0.0009638012],"domain_scores_gemma":[0.9987506,0.0003530263,0.00016218078,0.00027203825,0.00013642447,0.0003257055],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0003637784,0.0002935036,0.00027006882,0.00012790656,0.0021007273,0.0008400638,0.0008883908,0.000208689,0.0053583905],"category_scores_gemma":[0.000092856106,0.00028182892,0.00014207055,0.00096986216,0.005395319,0.0015808715,0.0002461596,0.00024527742,0.00081434974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001855023,0.000919748,0.6432509,0.0008505554,0.00023331378,0.000063989,0.14649206,0.00038983475,0.0019289069,0.07094355,0.07594044,0.058968183],"study_design_scores_gemma":[0.00053108326,0.00021584172,0.63879234,0.001049463,0.00020253457,0.00001685285,0.08579296,0.0033563795,0.00076332444,0.07977341,0.18871549,0.00079031254],"about_ca_topic_score_codex":0.011071537,"about_ca_topic_score_gemma":0.009009668,"teacher_disagreement_score":0.12697206,"about_ca_system_score_codex":0.00021421076,"about_ca_system_score_gemma":0.00012862624,"threshold_uncertainty_score":0.99996364},"labels":[],"label_agreement":null},{"id":"W2002065222","doi":"10.1007/s11069-012-0386-z","title":"Best practices in risk and crisis communication: Implications for natural hazards management","year":2012,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Hazard; Event (particle physics); Adaptation (eye); Risk management; Risk analysis (engineering); Natural hazard; Work (physics); Hazard analysis; Tying; Business; Environmental resource management; Psychology; Computer science; Engineering; Geography; Ecology; Environmental science","score_opus":0.03897346394341371,"score_gpt":0.3856860669902903,"score_spread":0.34671260304687657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002065222","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":[0.7395606,0.029943148,0.00019799409,0.04140183,0.001890535,0.0026924054,0.00004718914,0.00019826945,0.18406802],"genre_scores_gemma":[0.9875085,0.002673192,0.003021715,0.00029902946,0.00017040347,0.00013531926,0.000016821776,0.000009320288,0.006165704],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998695,0.00018643917,0.00020586784,0.00023004836,0.00025890145,0.00042372875],"domain_scores_gemma":[0.99900204,0.00023101004,0.00024483594,0.00032898784,0.000095787065,0.00009734567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010986688,0.00012367536,0.00013660597,0.00012799512,0.0007149622,0.00018303549,0.00048344245,0.00007637317,0.000021989517],"category_scores_gemma":[0.00025456454,0.00010842593,0.000058050893,0.00039462172,0.00020756166,0.0010882588,0.00019909101,0.00023354773,0.000018068133],"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":[0.000059982136,0.00034752826,0.109762974,0.00011301018,0.00010517462,8.578371e-7,0.014466415,0.0000055354476,0.00002792427,0.22451638,0.031330246,0.61926395],"study_design_scores_gemma":[0.00079929514,0.000032006108,0.314763,0.000059499984,0.00017119231,0.0000016184323,0.034658257,0.00026581626,0.000015091721,0.005920614,0.64290184,0.00041172086],"about_ca_topic_score_codex":0.001405144,"about_ca_topic_score_gemma":0.0032492368,"teacher_disagreement_score":0.61885226,"about_ca_system_score_codex":0.000097975,"about_ca_system_score_gemma":0.000030613333,"threshold_uncertainty_score":0.5498983},"labels":[],"label_agreement":null},{"id":"W2002073683","doi":"10.1080/15256480.2011.540980","title":"An Exploratory Study of the Level of Disaster Preparedness in the Canadian Hospitality Industry","year":2011,"lang":"en","type":"article","venue":"International Journal of Hospitality & Tourism Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Preparedness; Exploratory research; Hospitality industry; Hospitality; Business; Disaster preparedness; Emergency management; Sample (material); Marketing; Public relations; Tourism; Political science; Management; Sociology; Economics","score_opus":0.10770521290901816,"score_gpt":0.36126626327242145,"score_spread":0.25356105036340326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002073683","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":[0.9918518,0.000009702118,0.000023618995,0.0009910412,0.00080436916,0.00030591458,0.000021235594,0.000002292869,0.00598999],"genre_scores_gemma":[0.9996334,0.0000031304514,0.000028948689,0.000070780865,0.00016655505,0.0000061138526,0.0000018964084,0.000003958689,0.00008522166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974988,0.00051253446,0.00062747,0.00012254746,0.001101308,0.0001373257],"domain_scores_gemma":[0.99850285,0.00003744616,0.0006644741,0.00024846688,0.00046375504,0.00008300302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017960385,0.00008905291,0.0001407296,0.00011690279,0.0001231996,0.0000876337,0.0014340845,0.000098656965,0.0000464854],"category_scores_gemma":[0.00015380203,0.000058864927,0.000080284175,0.0002026927,0.0002852571,0.00083435717,0.000043950986,0.00024740264,4.441957e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009913723,0.0023094206,0.58482045,0.000008622325,0.00009332661,0.0000591708,0.40485346,0.00002099797,0.000023095168,0.00566529,0.00042327456,0.0016237763],"study_design_scores_gemma":[0.0002863849,0.00043083474,0.70401293,0.000036677873,0.000025059933,0.0000019331414,0.29300356,0.0000041784756,0.00011208631,0.0019244405,0.00009627606,0.00006565142],"about_ca_topic_score_codex":0.049637437,"about_ca_topic_score_gemma":0.5523954,"teacher_disagreement_score":0.50275797,"about_ca_system_score_codex":0.00016546676,"about_ca_system_score_gemma":0.00076143316,"threshold_uncertainty_score":0.9566911},"labels":[],"label_agreement":null},{"id":"W2002818675","doi":"10.1111/j.1754-7121.2003.tb01581.x","title":"Federal emergency management in Canada and the United States after 11 September 2001","year":2003,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Emergency management; Political science; Medical emergency; Medicine; Law","score_opus":0.01457583364430655,"score_gpt":0.2511999171236981,"score_spread":0.23662408347939154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002818675","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":[0.7990031,0.000058134086,0.000025616908,0.02460066,0.0003348356,0.00045420506,0.000008028219,0.000009379753,0.17550604],"genre_scores_gemma":[0.9831563,0.000100551784,0.000020373338,0.0008976482,0.00002049351,0.000051442865,0.000025149466,0.0000044089393,0.0157236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988916,0.00018425862,0.00016210061,0.00015487948,0.00020651659,0.00040063186],"domain_scores_gemma":[0.99951446,0.000019490544,0.00003712474,0.00010623946,0.0000361298,0.0002865671],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004223471,0.00007804638,0.000064885404,0.00012614342,0.0003204476,0.00017742347,0.00012854778,0.000026908665,0.0011898911],"category_scores_gemma":[0.000043398937,0.00006474136,0.000013605304,0.00047264708,0.00012479922,0.00020742689,0.000009403088,0.00005210558,0.000006862604],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016257267,0.000020559215,0.3003927,0.000020879936,0.000029618765,0.00011519055,0.0019878254,0.000009109542,6.09748e-8,0.60779995,0.08776646,0.0018413892],"study_design_scores_gemma":[0.00030312318,0.0000055742735,0.033819795,0.0000042498145,0.0000064074607,6.9954916e-7,0.0149241155,0.00015319887,2.925212e-7,0.0014085509,0.9492542,0.000119794364],"about_ca_topic_score_codex":0.9768712,"about_ca_topic_score_gemma":0.9999899,"teacher_disagreement_score":0.86148775,"about_ca_system_score_codex":0.0003767198,"about_ca_system_score_gemma":0.0017195896,"threshold_uncertainty_score":0.99972314},"labels":[],"label_agreement":null},{"id":"W2003091874","doi":"10.1177/0020872814539984","title":"Addressing climate change from a social development approach: Small cities and rural communities’ adaptation and response to climate change in British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"International Social Work","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Climate change; Political economy of climate change; Social change; Sustainable development; Environmental resource management; Geography; Economic growth; Political science; Environmental planning; Ecology; Economics","score_opus":0.09499200209176431,"score_gpt":0.2921996521140138,"score_spread":0.19720765002224946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003091874","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":[0.99210596,0.000057683334,0.00002819757,0.0027694101,0.0003485117,0.00029672188,0.000050959756,0.000026754435,0.0043158177],"genre_scores_gemma":[0.99762505,0.000054482793,0.00037350997,0.000889186,0.000553198,0.00014596128,0.000049473645,0.00001046225,0.00029867276],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99864876,0.00031492396,0.00019696607,0.00013770882,0.00038282495,0.00031882006],"domain_scores_gemma":[0.99960524,0.00014186448,0.000092336646,0.00003557956,0.000058448197,0.0000665518],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006603374,0.00008370933,0.00014743523,0.000054256197,0.0017507467,0.0006915246,0.00022373055,0.00006716239,0.00004938441],"category_scores_gemma":[0.000046902904,0.00013227285,0.000018139572,0.00018659308,0.00018403429,0.0002279567,0.00023104044,0.00010071047,0.0000020208804],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016426403,0.00004557522,0.23740095,0.000020288096,0.000024703317,0.000005618767,0.45678422,0.0000013822532,0.0000024511148,0.0018098305,0.00039089218,0.30334982],"study_design_scores_gemma":[0.00031865263,0.000007865537,0.8646306,0.00015813767,0.000005540621,1.9371691e-7,0.12452149,0.00008923091,1.4563466e-7,0.00026618456,0.0098313885,0.00017058199],"about_ca_topic_score_codex":0.8393194,"about_ca_topic_score_gemma":0.9914451,"teacher_disagreement_score":0.62722963,"about_ca_system_score_codex":0.00025663775,"about_ca_system_score_gemma":0.00007127337,"threshold_uncertainty_score":0.99954885},"labels":[],"label_agreement":null},{"id":"W2003175386","doi":"10.1016/j.socscimed.2012.07.040","title":"Unraveling the complexities of disaster management: A framework for critical social infrastructure to promote population health and resilience","year":2012,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":217,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Interdependence; Community resilience; Population; Emergency management; Social determinants of health; Public relations; Population health; Sociology; Knowledge management; Public health; Medicine; Political science; Computer science; Nursing; Social science","score_opus":0.03457356676946385,"score_gpt":0.39666406999314646,"score_spread":0.36209050322368264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003175386","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":[0.80583596,0.00053282955,0.04485628,0.10912107,0.002130186,0.003095187,0.000016382799,0.000106757536,0.034305323],"genre_scores_gemma":[0.9948046,0.000013690474,0.0019104102,0.001859963,0.0012062031,0.000025836323,0.000001957622,0.000006275558,0.00017104993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9977234,0.00011157442,0.00027929814,0.00025091917,0.0009501166,0.0006846757],"domain_scores_gemma":[0.99926305,0.00016672118,0.00012650604,0.00010434393,0.0001059847,0.00023339037],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0024103676,0.00011209375,0.00021599593,0.00011607153,0.0027822438,0.000075886855,0.0004816676,0.000052878724,0.00003420686],"category_scores_gemma":[0.0007824656,0.000076687225,0.000034148576,0.0009401186,0.003933392,0.0004093781,0.00012769285,0.00010799615,0.000001071282],"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":[0.000017401886,0.000013642439,0.0035404868,0.000061488885,0.0000031594116,8.2740485e-8,0.2504443,6.116439e-7,0.000019976727,0.7197563,0.00068743195,0.025455128],"study_design_scores_gemma":[0.00039128392,0.00025689404,0.1892746,0.0003550665,0.000054960008,7.7785324e-7,0.45081934,0.00006253376,0.0000076799315,0.33100194,0.027472729,0.0003022123],"about_ca_topic_score_codex":0.00030781465,"about_ca_topic_score_gemma":0.00006553959,"teacher_disagreement_score":0.38875437,"about_ca_system_score_codex":0.00011018096,"about_ca_system_score_gemma":0.00007414925,"threshold_uncertainty_score":0.99877733},"labels":[],"label_agreement":null},{"id":"W2004000054","doi":"10.1680/udap.14.00028","title":"A framework for analysing neighbourhood resilience","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Urban Design and Planning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Neighbourhood (mathematics); Resilience (materials science); Climate change; Psychological resilience; Computer science; Environmental resource management; Risk analysis (engineering); Geography; Business; Psychology; Environmental science; Mathematics; Social psychology","score_opus":0.045176416438354884,"score_gpt":0.2915974326007342,"score_spread":0.2464210161623793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004000054","genre_codex":"methods","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":[0.20058851,0.0016335874,0.7245904,0.00082827033,0.00085380895,0.001135928,0.000004313393,0.00011226709,0.070252895],"genre_scores_gemma":[0.9877365,0.000016033182,0.011823649,0.00002652889,0.00009319847,0.000007917554,2.513988e-7,0.000004423527,0.00029145548],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9991699,0.000011697851,0.00018605095,0.00013764248,0.00031254307,0.00018215184],"domain_scores_gemma":[0.99938494,0.00011381847,0.00017650478,0.00005117923,0.0001930167,0.00008051777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090100523,0.00008531464,0.00014769487,0.00011207829,0.00020803073,0.000054246506,0.00028978352,0.000067480985,0.0000025793986],"category_scores_gemma":[0.0011744725,0.00006675591,0.000051075654,0.00042445405,0.00031674502,0.0003503961,0.000039195653,0.00008048961,2.2750166e-7],"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":[0.00019341413,0.000060861512,0.023331275,0.00027435488,0.00008514067,5.764127e-7,0.06121987,0.02655418,0.0013658948,0.8725044,0.012880488,0.0015295201],"study_design_scores_gemma":[0.0063141966,0.0016573069,0.024252692,0.011596253,0.0016034544,0.00001497863,0.31188658,0.2318511,0.02687588,0.29420415,0.086635225,0.003108192],"about_ca_topic_score_codex":0.000034226294,"about_ca_topic_score_gemma":0.0000032926866,"teacher_disagreement_score":0.78714806,"about_ca_system_score_codex":0.00002964634,"about_ca_system_score_gemma":0.00008333177,"threshold_uncertainty_score":0.2722227},"labels":[],"label_agreement":null},{"id":"W2004791178","doi":"10.5751/es-04293-160416","title":"Historical Regimes and Social Indicators of Resilience in an Urban System: the Case of Charleston, South Carolina","year":2011,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Division of Graduate Education; National Estuarine Research Reserve System; University of Florida; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"South carolina; Resilience (materials science); Geography; Psychological resilience; Environmental resource management; Ecology; Political science; Public administration; Environmental science","score_opus":0.0175948134077329,"score_gpt":0.2536547691708144,"score_spread":0.23605995576308153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004791178","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":[0.9956615,0.00018501164,0.0000036892461,0.00015711736,0.000102034304,0.00013430258,0.000001746989,0.000009329817,0.0037452648],"genre_scores_gemma":[0.9995624,0.000037142578,0.000039622206,0.000031741674,0.000033286113,0.0000067341925,2.2594558e-7,0.0000019900165,0.00028689762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922824,0.00021525272,0.00016800109,0.0001540134,0.000075821954,0.00015864937],"domain_scores_gemma":[0.9996612,0.00006081122,0.00013994746,0.00007939348,0.000021989687,0.00003667722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007760792,0.00005673587,0.00016346743,0.00003416645,0.00037552716,0.000005216487,0.0001505132,0.0001254323,0.000007776019],"category_scores_gemma":[0.000020818063,0.00004257293,0.000039112416,0.00016034058,0.0012324887,0.000093762,0.000060685677,0.00009368359,3.1875373e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009411011,0.000042894728,0.52307165,0.000051687268,0.000009147565,0.000014892472,0.44698504,1.1848841e-7,0.000005467639,0.028971285,0.0005548553,0.00028354052],"study_design_scores_gemma":[0.0002529139,0.00010897335,0.6453439,0.000008644061,0.000035317593,0.000005074588,0.35333052,0.000016298201,0.000011669536,0.00027417083,0.0005262586,0.00008628231],"about_ca_topic_score_codex":0.0010613588,"about_ca_topic_score_gemma":0.0010618852,"teacher_disagreement_score":0.12227222,"about_ca_system_score_codex":0.00005114529,"about_ca_system_score_gemma":0.000053061503,"threshold_uncertainty_score":0.4541156},"labels":[],"label_agreement":null},{"id":"W2005853706","doi":"10.1080/10807030902761312","title":"Web Information and Social Impacts of Disasters in China","year":2009,"lang":"en","type":"article","venue":"Human and Ecological Risk Assessment An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Social Science Fund of China; National Office for Philosophy and Social Sciences; National Natural Science Foundation of China","keywords":"China; Web application; Business; Social media; World Wide Web; Computer science; Geography","score_opus":0.01555115084899188,"score_gpt":0.3585653515791639,"score_spread":0.343014200730172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005853706","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":[0.98205096,0.0000067252145,0.000042652522,0.0013560022,0.00013381155,0.000068254434,0.00000334732,0.0000075751263,0.016330656],"genre_scores_gemma":[0.9990821,0.00038654037,0.00017107741,0.00015988115,0.00013968925,9.2019536e-7,0.0000058890128,9.4850185e-7,0.00005296622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912095,0.00011840386,0.00023821919,0.00007176543,0.00031075903,0.00013987208],"domain_scores_gemma":[0.99964565,0.00002113848,0.00019362218,0.000022339036,0.00004798036,0.00006928582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006572048,0.00005890073,0.00009508874,0.00013837972,0.0003123863,0.0003137292,0.00017985143,0.00004633832,0.00012642967],"category_scores_gemma":[0.000036616973,0.00004610154,0.000027037177,0.000048267153,0.00014310228,0.0012844346,0.000038371916,0.0001581078,0.0000011310382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060434377,0.00039211207,0.79969084,0.000004961201,0.000029674735,0.0000135617465,0.019250108,0.000026970616,0.00016292445,0.1103158,0.0004103977,0.06964223],"study_design_scores_gemma":[0.0005397811,0.00020110681,0.9802486,0.000009311414,0.0000055723094,0.0000017098548,0.005974181,0.00021868775,6.1735994e-7,0.011044811,0.0016973366,0.00005831604],"about_ca_topic_score_codex":0.000059112503,"about_ca_topic_score_gemma":0.0005199897,"teacher_disagreement_score":0.18055774,"about_ca_system_score_codex":0.00006485115,"about_ca_system_score_gemma":0.00003490942,"threshold_uncertainty_score":0.30252978},"labels":[],"label_agreement":null},{"id":"W200647397","doi":"","title":"Leadership in the Worst Possible Way: Worst Case Planning as a Strategy for Public Agencies","year":2007,"lang":"en","type":"article","venue":"","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":"Dalhousie University","funders":"","keywords":"Interdependence; Government (linguistics); Plan (archaeology); Aviation; Contingency plan; Business; Public relations; Scenario planning; Economics; Public economics; Political science; Operations research; Public administration; Marketing; Engineering; Management; Law","score_opus":0.38916572096282565,"score_gpt":0.39290122024442947,"score_spread":0.003735499281603827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W200647397","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":[0.3977522,0.00015191596,0.001032265,0.0044979453,0.0001372539,0.00047198692,6.482861e-7,0.000057551984,0.5958982],"genre_scores_gemma":[0.96807355,0.000004905675,0.0001272518,0.00094864797,0.00014039098,0.000019492329,0.0000015901909,0.0000051253114,0.030679047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9986395,0.00008058864,0.00016642823,0.00018667214,0.0002966757,0.0006301338],"domain_scores_gemma":[0.9993792,0.00033869804,0.00004488243,0.00013055632,0.000029957431,0.000076661396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024807772,0.000088265915,0.000081981714,0.00013923633,0.0006118913,0.00046906472,0.00040711812,0.00005996347,0.0001967736],"category_scores_gemma":[0.0001546009,0.000058559766,0.000047482055,0.00064947666,0.0002582284,0.00042827346,0.000030341484,0.000096332646,0.000032422926],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051994677,0.00015417067,0.014454267,0.00006399646,0.000022557795,0.0012627975,0.23055963,0.00009241533,0.000021028456,0.70367485,0.012092683,0.03754957],"study_design_scores_gemma":[0.00019752787,0.000057178913,0.002813061,0.000020694055,0.00000642297,0.000013478187,0.9707015,0.00007111732,0.000013819483,0.0035837318,0.022383278,0.00013819496],"about_ca_topic_score_codex":0.0018028041,"about_ca_topic_score_gemma":0.039488632,"teacher_disagreement_score":0.74014187,"about_ca_system_score_codex":0.000050482406,"about_ca_system_score_gemma":0.000083189865,"threshold_uncertainty_score":0.9780382},"labels":[],"label_agreement":null},{"id":"W2007792018","doi":"10.1525/si.2008.31.3.285","title":"The Space‐Control Theory of Paramedic Scene‐Management","year":2008,"lang":"en","type":"article","venue":"Symbolic Interaction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Symbolic interactionism; Context (archaeology); Grounded theory; Interview; Control (management); Space (punctuation); Service (business); Emergency management; Knowledge management; Sociology; Computer science; Psychology; Qualitative research; Business; Social psychology; Artificial intelligence; Social science","score_opus":0.016474704865336077,"score_gpt":0.29097228780611756,"score_spread":0.27449758294078147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007792018","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":[0.21745712,0.00016173554,0.0021018202,0.0021937303,0.0026290598,0.00046706054,7.443262e-7,0.00006498296,0.77492374],"genre_scores_gemma":[0.97595,0.00057482225,0.00002439473,0.00011173766,0.00016065335,0.000019901187,5.446414e-7,0.0000043672044,0.023153594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900246,0.00020320584,0.00015420603,0.00011555469,0.00032056528,0.0002040004],"domain_scores_gemma":[0.9994832,0.0001643765,0.000107177584,0.00016250029,0.00004395211,0.00003874645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000585682,0.00006259806,0.000082006954,0.00005912117,0.00057761563,0.000030449335,0.00023774785,0.000028430642,0.000120158234],"category_scores_gemma":[0.00007233188,0.00004292475,0.000061793944,0.00016427417,0.0003985759,0.00017987154,0.000029555526,0.000076357406,0.000093312185],"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":[0.00018556666,0.00013533545,0.0036209277,0.000025067651,0.00017490127,0.000013357044,0.027159171,0.000066437206,0.00010459166,0.7512313,0.013600745,0.2036826],"study_design_scores_gemma":[0.00096040295,0.000101563506,0.054051336,0.00012406718,0.0001110896,0.0000058227274,0.09367287,0.0004253114,0.00028491605,0.02510278,0.82487106,0.00028875313],"about_ca_topic_score_codex":0.00022540188,"about_ca_topic_score_gemma":0.00014292692,"teacher_disagreement_score":0.81127036,"about_ca_system_score_codex":0.000041294363,"about_ca_system_score_gemma":0.000022783357,"threshold_uncertainty_score":0.44426107},"labels":[],"label_agreement":null},{"id":"W2010493542","doi":"10.1080/08263663.2005.10816878","title":"Developing Effective Disaster Mitigation Strategies in São Paulo: Process and Challenges","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Latin American and Caribbean Studies / Revue canadienne des études latino-américaines et caraïbes","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":true,"ca_institutions":"Western University","funders":"","keywords":"Natural disaster; Latin Americans; Mandate; Flooding (psychology); Environmental planning; Service (business); Emergency management; Warning system; Political science; Business; Geography; Economic growth; Engineering; Economics","score_opus":0.044008402935652766,"score_gpt":0.3058749762733209,"score_spread":0.2618665733376681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010493542","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":[0.97939694,0.0077592437,0.000024775953,0.0051489985,0.00013322025,0.0003084697,0.000010036458,0.0000132484465,0.007205093],"genre_scores_gemma":[0.9917692,0.0067629535,0.00079438085,0.0002915732,0.00022323991,0.000023492055,0.0000020465964,0.000019939813,0.00011316628],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980837,0.00028401427,0.0004847241,0.00031875953,0.00015693816,0.00067186274],"domain_scores_gemma":[0.9982076,0.00039396202,0.0003701627,0.00011322523,0.0003801537,0.00053485215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080730784,0.0002686998,0.00058014604,0.0004370018,0.00046486506,0.00018730114,0.00023674812,0.00005779822,0.0000044575],"category_scores_gemma":[0.0005716532,0.00024236494,0.000062986044,0.0005857095,0.0016054324,0.0006765136,0.000042405645,0.00021981096,7.251422e-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":[0.000022983872,0.000020734122,0.07705254,0.00044053738,0.00022630206,0.00014440177,0.66686636,0.0003605519,0.000012084055,0.06202405,0.000048265458,0.19278117],"study_design_scores_gemma":[0.0003527351,0.00022670807,0.20909241,0.00054945727,0.00005835015,0.000025621948,0.7790505,0.000046601373,0.0000039274646,0.0024818461,0.007753368,0.00035847086],"about_ca_topic_score_codex":0.016670145,"about_ca_topic_score_gemma":0.94767,"teacher_disagreement_score":0.9309999,"about_ca_system_score_codex":0.0005539656,"about_ca_system_score_gemma":0.0005231157,"threshold_uncertainty_score":0.98987794},"labels":[],"label_agreement":null},{"id":"W2012352958","doi":"10.1111/j.1556-3502.2011.52414.x","title":"Sustainability in the Face of Recurring Threats and Disaster","year":2011,"lang":"en","type":"article","venue":"Anthropology News","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":"Future Earth","funders":"","keywords":"Sustainability; Deepwater horizon; Face (sociological concept); Oil spill; Environmental resource management; Environmental ethics; Fishery; Environmental planning; Geography; Ecology; Environmental science; Environmental protection; Sociology; Social science","score_opus":0.05134709613309865,"score_gpt":0.3604842886628985,"score_spread":0.3091371925297999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012352958","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":[0.84868217,0.00034263844,0.00012759495,0.005334292,0.00013359386,0.00024944195,3.704043e-7,0.000009182895,0.14512073],"genre_scores_gemma":[0.9989362,0.00035387263,0.000033366214,0.00011621928,0.000016687287,0.0000051317024,1.4610805e-7,0.0000017157437,0.0005366946],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99928707,0.0002140227,0.00010804782,0.000129619,0.00008057376,0.00018068482],"domain_scores_gemma":[0.9997185,0.00006593023,0.000039491708,0.00013865257,0.000018932371,0.000018510511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038772967,0.000046445202,0.00008721558,0.00003253034,0.00014180891,0.000009028698,0.00020908205,0.000041294534,0.00016822678],"category_scores_gemma":[0.00006209433,0.000030368663,0.000017518443,0.00013392234,0.0022891583,0.00012025457,0.0000644275,0.00005468198,0.00000298606],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002036795,0.0001241601,0.43810752,0.000020969766,0.0000061148926,0.000009334228,0.3817607,3.2153733e-7,0.000004171456,0.11772187,0.00048007793,0.061744407],"study_design_scores_gemma":[0.00015377802,0.00008228675,0.115744844,0.000008137113,0.000009126282,6.412566e-7,0.83611006,0.000003459769,0.00002389234,0.0402756,0.0075160437,0.00007212496],"about_ca_topic_score_codex":0.009124363,"about_ca_topic_score_gemma":0.017373541,"teacher_disagreement_score":0.4543494,"about_ca_system_score_codex":0.000012686503,"about_ca_system_score_gemma":0.000023254222,"threshold_uncertainty_score":0.99747396},"labels":[],"label_agreement":null},{"id":"W2013276158","doi":"10.1017/s1049023x11004286","title":"(P1-96) Social Context of Natural Disaster","year":2011,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","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":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Natural disaster; Context (archaeology); Urbanization; Population; Industrialisation; Geography; Displaced person; Economic growth; Development economics; Political science; Sociology; Refugee; Economics; Demography","score_opus":0.031651887657710404,"score_gpt":0.2749144255897002,"score_spread":0.2432625379319898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013276158","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":[0.7685256,0.00063496846,0.00004134331,0.001381078,0.0006344402,0.00022513447,0.000003182404,0.00003456164,0.2285197],"genre_scores_gemma":[0.99189883,0.000045764384,0.000037569233,0.00040364993,0.0003592424,0.000009303104,0.000003918926,0.000008628005,0.007233063],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99872094,0.000072902796,0.0002710895,0.00024340376,0.0003866882,0.00030498693],"domain_scores_gemma":[0.99954635,0.000043402288,0.000113698494,0.00011909521,0.000052887914,0.0001245512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025174132,0.00014624358,0.00025875296,0.000065859786,0.00021092276,0.000019749114,0.00025732172,0.000056943343,0.00060258224],"category_scores_gemma":[0.000057182664,0.00010233488,0.000056550376,0.00015680668,0.0016697468,0.00034713512,0.0001323777,0.00009439109,0.000018455214],"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":[0.00013766903,0.00017898309,0.03273956,0.00010324483,0.0000599136,0.000009604092,0.80322874,1.8170786e-8,0.00016047516,0.07806187,0.004635453,0.0806845],"study_design_scores_gemma":[0.0030613672,0.00085932063,0.19822656,0.00029467582,0.0002044032,0.0000027171616,0.74584955,0.000027264161,0.00013335895,0.013212012,0.037458822,0.00066994433],"about_ca_topic_score_codex":0.00071068684,"about_ca_topic_score_gemma":0.00029284612,"teacher_disagreement_score":0.22337326,"about_ca_system_score_codex":0.000012704263,"about_ca_system_score_gemma":0.000017409004,"threshold_uncertainty_score":0.6597853},"labels":[],"label_agreement":null},{"id":"W2014774599","doi":"10.1080/09640568.2014.973479","title":"Municipal hazard mitigation planning: a comparison of plans in British Columbia and the United States","year":2014,"lang":"en","type":"article","venue":"Journal of Environmental Planning and Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hazard; Vulnerability (computing); Plan (archaeology); Environmental planning; Business; Public administration; Political science; Geography; Computer security","score_opus":0.01339647907773844,"score_gpt":0.2688726821661269,"score_spread":0.2554762030883885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014774599","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":[0.99643147,0.00041800376,0.00014242306,0.00023588515,0.00006486696,0.00014676701,0.000002521928,0.0000033339136,0.0025547391],"genre_scores_gemma":[0.99856836,0.00066358055,0.00013863095,0.00009813346,0.000025195628,0.0000022282495,0.0000049167916,0.000003632323,0.0004953155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904716,0.00015647708,0.00029557856,0.00008702106,0.00027981435,0.00013393788],"domain_scores_gemma":[0.9995475,0.00010999864,0.00023711687,0.000052639218,0.000003782523,0.000048955608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085438165,0.000051821546,0.00017234433,0.00007729216,0.00018121992,0.00015027067,0.00013935327,0.000025519981,0.000011573014],"category_scores_gemma":[0.000015853399,0.00005378656,0.000024954577,0.00007815961,0.00044193235,0.000122645,0.00008166116,0.0000964457,3.1469276e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010329852,0.000153128,0.9343739,0.000070271744,0.00008619503,0.000032819218,0.046491493,0.0063807564,0.00001692213,0.00055176276,0.0020389603,0.009700481],"study_design_scores_gemma":[0.0021826788,0.00016306303,0.81619626,0.00042363806,0.00007541634,0.0000049293417,0.14367138,0.0044005853,0.0000026764524,0.00086618576,0.03190092,0.00011226483],"about_ca_topic_score_codex":0.0019058601,"about_ca_topic_score_gemma":0.0026575765,"teacher_disagreement_score":0.11817765,"about_ca_system_score_codex":0.000022319537,"about_ca_system_score_gemma":0.0000019593508,"threshold_uncertainty_score":0.28811032},"labels":[],"label_agreement":null},{"id":"W2017514592","doi":"10.1111/1468-5973.00165","title":"The Increasing Cost of Disasters in Developed Countries: A Challenge to Local Planning and Government","year":2001,"lang":"en","type":"article","venue":"Journal of Contingencies and Crisis Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Context (archaeology); Business; Government (linguistics); Local government; Emergency management; Order (exchange); Environmental planning; Economic growth; Finance; Political science; Economics; Public administration; Geography","score_opus":0.018126116480641875,"score_gpt":0.29284175380625843,"score_spread":0.27471563732561655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017514592","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":[0.96358716,0.0022232947,0.0030898135,0.0071772216,0.0001581702,0.00030054594,5.402232e-7,0.000003743399,0.023459516],"genre_scores_gemma":[0.99363446,0.005473052,0.00022014315,0.00023825053,0.00003650623,0.000004359794,3.5148783e-8,0.0000036469305,0.0003895564],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9986807,0.0000885759,0.00036266117,0.00010000838,0.0005426604,0.00022539309],"domain_scores_gemma":[0.999445,0.00012920627,0.00022912772,0.000064628446,0.000053493844,0.000078506564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018256768,0.00007928725,0.00016650217,0.00006602621,0.00025457796,0.0001423423,0.00019960878,0.000019412922,0.0000052765126],"category_scores_gemma":[0.000057830952,0.000055380533,0.000026944976,0.00016451291,0.00016444006,0.00017816025,0.00015476668,0.0000569988,4.0656718e-7],"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":[0.0010897944,0.0002233383,0.19653307,0.00029100597,0.00040996922,0.000268264,0.18883762,0.00060101075,0.000028124194,0.061816115,0.005667566,0.5442341],"study_design_scores_gemma":[0.0004794018,0.00010237047,0.061186396,0.00028932578,0.000046641333,0.0000027928484,0.59176034,0.000058966638,0.0000059745475,0.00029032267,0.34566787,0.00010960339],"about_ca_topic_score_codex":0.00016349489,"about_ca_topic_score_gemma":0.0007299363,"teacher_disagreement_score":0.54412454,"about_ca_system_score_codex":0.00007405722,"about_ca_system_score_gemma":0.000015228957,"threshold_uncertainty_score":0.22583525},"labels":[],"label_agreement":null},{"id":"W2017688571","doi":"10.1002/meet.1450390126","title":"Information failures and catastrophes: What can we learn by linking information studies and disaster research?","year":2002,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Context (archaeology); Set (abstract data type); Disaster research; Key (lock); Knowledge management; Information system; Data science; Engineering ethics; Public relations; Business; Computer science; Political science; Engineering; Computer security; Management; History","score_opus":0.030011670323474595,"score_gpt":0.3181567773389214,"score_spread":0.2881451070154468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017688571","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":[0.9385174,0.00054970774,0.000076842465,0.058423933,0.00008106112,0.0007622577,0.000011094922,0.000074344505,0.0015033495],"genre_scores_gemma":[0.9904265,0.007922794,0.0008918202,0.00063020695,0.000012550039,0.000051394123,0.0000016024239,0.0000018964279,0.000061253486],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99867976,0.0000064852425,0.00025283845,0.000090615365,0.0006228919,0.00034739773],"domain_scores_gemma":[0.9983914,0.0000717344,0.0003986856,0.000070070564,0.0010119141,0.000056181092],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0016606981,0.0000889163,0.00014253453,0.00030530672,0.0015761916,0.0007909962,0.0004031247,0.00005130673,7.504932e-7],"category_scores_gemma":[0.0007544281,0.00006450246,0.000028394508,0.0018358092,0.007952142,0.014827625,0.00039530915,0.00015892893,0.0000017177432],"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":[0.000008745188,0.0000072011217,0.0020618658,0.0002913819,0.000025627342,3.2671506e-9,0.28571147,8.272442e-7,0.00032490768,0.053438,0.0118168695,0.64631313],"study_design_scores_gemma":[0.00017073196,0.000102811915,0.00018894312,0.00008672865,0.000010527548,0.0000010849103,0.79912233,0.0003682166,0.00023791888,0.0023082108,0.19731326,0.00008923798],"about_ca_topic_score_codex":0.000066608,"about_ca_topic_score_gemma":0.000009089464,"teacher_disagreement_score":0.64622384,"about_ca_system_score_codex":0.000070611626,"about_ca_system_score_gemma":0.000039803796,"threshold_uncertainty_score":0.9997236},"labels":[],"label_agreement":null},{"id":"W2018093965","doi":"10.1007/s11027-014-9543-x","title":"Evaluating climate change vulnerability assessments: a case study of research focusing on the built environment in northern Canada","year":2014,"lang":"en","type":"article","venue":"Mitigation and Adaptation Strategies for Global Change","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; McGill University","funders":"Natural Resources Canada","keywords":"Vulnerability (computing); Vulnerability assessment; Stakeholder engagement; Climate change; Environmental resource management; Stakeholder; Adaptation (eye); Environmental planning; Best practice; Business; Computer science; Geography; Public relations; Environmental science; Political science; Psychology; Computer security; Psychological intervention","score_opus":0.3331904801455617,"score_gpt":0.4682741736249747,"score_spread":0.13508369347941301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018093965","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":[0.99464434,0.000023506422,0.00013322181,0.0011143306,0.00007276936,0.0015414989,0.000012140795,0.000008028028,0.0024501712],"genre_scores_gemma":[0.9993492,0.000015433056,0.00007899575,0.00008715413,0.00008583975,0.0003631124,0.000004808375,0.0000032668513,0.000012216932],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99814725,0.0006243314,0.0002135135,0.00020653142,0.0005801528,0.00022823483],"domain_scores_gemma":[0.99937266,0.00026330084,0.000110510664,0.00011213281,0.00009994378,0.000041453077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002490833,0.0000746529,0.00009310185,0.000039203427,0.00056996825,0.00011055295,0.000095861,0.000026486898,0.000007327035],"category_scores_gemma":[0.000100308855,0.00005887872,0.00001412505,0.00022836853,0.00013959267,0.00027558685,0.00003787842,0.0000628979,4.269489e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015789553,0.00077013177,0.18115182,0.00026776688,0.00003908148,0.000030406363,0.19969697,0.0014506964,0.00003783367,0.22501695,0.000036599322,0.39134386],"study_design_scores_gemma":[0.0006481051,0.00052245,0.055261362,0.000068319045,0.000013118266,7.922266e-7,0.92177343,0.014620062,0.0000023859093,0.0065962295,0.00038399734,0.00010974421],"about_ca_topic_score_codex":0.51095265,"about_ca_topic_score_gemma":0.96675944,"teacher_disagreement_score":0.7220765,"about_ca_system_score_codex":0.00019748612,"about_ca_system_score_gemma":0.000093717084,"threshold_uncertainty_score":0.49230394},"labels":[],"label_agreement":null},{"id":"W2018348939","doi":"10.3138/tjt.23.2.173","title":"The Current State ofthe Individual: A Meditation on \"The Falling Man,\" a Photo Taken by Richard Drew","year":2007,"lang":"en","type":"article","venue":"Toronto Journal of Theology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Newspaper; Contemplation; Falling (accident); World trade center; Meditation; State (computer science); History; Event (particle physics); Law; Art history; Sociology; Media studies; Theology; Philosophy; Psychology; Political science; Archaeology; Terrorism","score_opus":0.02397428368855496,"score_gpt":0.32285011869396246,"score_spread":0.2988758350054075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018348939","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":[0.8336726,0.015934007,0.004568061,0.021600515,0.0070628054,0.0008430592,0.000007918516,0.000043556567,0.11626752],"genre_scores_gemma":[0.99439675,0.0018693582,0.000045624412,0.00061014347,0.00042363876,0.000003834545,6.8672966e-7,0.0000075442645,0.0026424394],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998235,0.00041430368,0.0003373702,0.000095691044,0.0005782933,0.00033933995],"domain_scores_gemma":[0.9983096,0.000952489,0.00042809825,0.00011792245,0.00010828192,0.00008361095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050182138,0.000086105145,0.00012642384,0.000031078267,0.0005051927,0.00008820224,0.0007939981,0.000030941967,0.00016800479],"category_scores_gemma":[0.0003257575,0.000045717436,0.0000793711,0.000074789255,0.00039411255,0.0002109617,0.000055433728,0.00020307754,0.000020190128],"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":[0.00035483783,0.00015632926,0.00060671684,0.000008071119,0.00018548322,0.00001635761,0.08422531,0.000041249972,0.0001470878,0.04923113,0.08592867,0.77909875],"study_design_scores_gemma":[0.0006454577,0.00047602394,0.008351623,0.00008361848,0.00009053638,0.0000050920853,0.031163411,0.000034712273,0.00012781555,0.03739594,0.9214207,0.00020509046],"about_ca_topic_score_codex":0.00032972783,"about_ca_topic_score_gemma":0.007269759,"teacher_disagreement_score":0.835492,"about_ca_system_score_codex":0.00012635713,"about_ca_system_score_gemma":0.00005695277,"threshold_uncertainty_score":0.40566963},"labels":[],"label_agreement":null},{"id":"W2019573025","doi":"10.1007/s11069-014-1512-x","title":"What information do people use, trust, and find useful during a disaster? Evidence from five large wildfires","year":2014,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":182,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Northern Research Station; Joint Fire Science Program","keywords":"Context (archaeology); Trustworthiness; Natural hazard; Perspective (graphical); Set (abstract data type); Key (lock); Data science; Computer security; Environmental resource management; Geography; Computer science; Environmental science","score_opus":0.009274139716930403,"score_gpt":0.2650038888261716,"score_spread":0.2557297491092412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019573025","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":[0.99617743,0.0006616695,0.000035854664,0.0009480349,0.00091131957,0.00022293192,0.000007977904,0.00006291916,0.0009718646],"genre_scores_gemma":[0.99614877,0.0005064849,0.00008766972,0.00021967526,0.0002041542,0.000008776986,0.000010057832,0.00000518946,0.0028092323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863046,0.00012413612,0.00018371,0.000215957,0.0005142108,0.00033152502],"domain_scores_gemma":[0.99933016,0.00022517343,0.00010332324,0.00018149351,0.00006288865,0.00009693168],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000332834,0.00012975898,0.00014991955,0.00007651493,0.0004876845,0.0013912037,0.00028563305,0.00008969383,0.000078315614],"category_scores_gemma":[0.00049599545,0.000106656524,0.000048143756,0.00023164053,0.00013100795,0.008682893,0.00018933734,0.00015314111,0.00005516347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000233562,0.000062199,0.47091296,0.00015420646,0.00007002566,0.0000053993176,0.33965504,0.00006394756,0.00019164017,0.0044754813,0.004484298,0.17969126],"study_design_scores_gemma":[0.00047022646,0.000029402963,0.95669097,0.0003673711,0.000025951176,5.36893e-7,0.02269114,0.002352263,0.000036628775,0.0005545337,0.016518464,0.0002625391],"about_ca_topic_score_codex":0.0019327403,"about_ca_topic_score_gemma":0.0043436848,"teacher_disagreement_score":0.48577797,"about_ca_system_score_codex":0.00005034336,"about_ca_system_score_gemma":0.000029854738,"threshold_uncertainty_score":0.9996455},"labels":[],"label_agreement":null},{"id":"W2020931396","doi":"10.1016/s0140-6736(05)67154-1","title":"Vicarious grief and response to global disasters","year":2005,"lang":"en","type":"article","venue":"The Lancet","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Grief; Scopus; Terrorism; Psychology; Editorial board; Web of science; Psychoanalysis; Psychotherapist; MEDLINE; Library science; History; Political science; Computer science","score_opus":0.020227304719625944,"score_gpt":0.3201003321501775,"score_spread":0.29987302743055155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020931396","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":[0.7697536,0.0000623711,0.000050624654,0.083907045,0.00009260684,0.000116992334,0.0000034262428,0.000040502673,0.14597285],"genre_scores_gemma":[0.99099046,0.000028074453,0.00017120824,0.0036080969,0.0004912271,0.000004562597,1.8543795e-7,0.0000019376903,0.0047042193],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993329,0.00013018049,0.000052247127,0.00010313878,0.0001654272,0.00021612759],"domain_scores_gemma":[0.9996963,0.000052451785,0.000014956395,0.00016425202,0.000008226541,0.00006377553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005458877,0.000043805423,0.00007802243,0.000009368083,0.00022814228,0.00011127418,0.00032107587,0.000016150942,0.000033560682],"category_scores_gemma":[0.000081138416,0.000028505763,0.000012653499,0.0001547581,0.00017789916,0.00008484861,0.00008938129,0.000030986714,0.00012465831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002150496,0.00008955655,0.04341224,0.000015690237,0.000050809776,0.000015149174,0.17926882,0.00025238527,0.00030109903,0.23661356,0.28775823,0.25007194],"study_design_scores_gemma":[0.00022180636,0.000022733684,0.073611684,0.000008184518,0.000006633112,4.4446512e-7,0.00561142,0.000014261974,0.0000037732943,0.0015435118,0.91888404,0.00007151825],"about_ca_topic_score_codex":0.00018153322,"about_ca_topic_score_gemma":0.0022247338,"teacher_disagreement_score":0.6311258,"about_ca_system_score_codex":0.000036404716,"about_ca_system_score_gemma":0.00001714352,"threshold_uncertainty_score":0.1754709},"labels":[],"label_agreement":null},{"id":"W2021895759","doi":"10.1177/0885412211412315","title":"Carless and Special Needs Evacuation Planning","year":2011,"lang":"en","type":"article","venue":"Journal of Planning Literature","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Multidisciplinary approach; Preparedness; Government (linguistics); Natural disaster; Emergency evacuation; Population; Emergency management; Urban planning; Environmental planning; Business; Geography; Political science; Engineering; Medicine; Environmental health","score_opus":0.03935409368770345,"score_gpt":0.30496938313364486,"score_spread":0.2656152894459414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021895759","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":[0.8622181,0.0020679848,0.00020051401,0.0002029491,0.001330553,0.000062079176,0.00000151284,0.000012102674,0.13390425],"genre_scores_gemma":[0.9946211,0.00004369197,0.00055753556,0.00010282714,0.0029013578,3.6113406e-7,0.0000011414919,0.000004700985,0.0017672714],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99920344,0.00007944996,0.00018814791,0.000066151195,0.00030816277,0.0001546721],"domain_scores_gemma":[0.9995084,0.00003598261,0.00020962287,0.0000469338,0.00010874901,0.00009030112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005402045,0.00007203115,0.000118964075,0.00022354627,0.00020481198,0.00022270357,0.00017371215,0.00007822605,0.00004820137],"category_scores_gemma":[0.00007228333,0.000056160432,0.00004028454,0.00027725086,0.00007597206,0.0006171658,0.000024054892,0.00021786416,0.0000017067882],"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":[0.00014949913,0.000038827286,0.11893704,0.000030859435,0.00004569809,0.00031181623,0.84340376,0.000042954307,0.00013924345,0.014093215,0.017079534,0.0057275286],"study_design_scores_gemma":[0.0016980694,0.00055772235,0.38979474,0.0032158403,0.00020416062,0.00013644193,0.22273713,0.00008869935,0.00012604077,0.013403463,0.367355,0.00068272394],"about_ca_topic_score_codex":0.000006431863,"about_ca_topic_score_gemma":0.0000026239334,"teacher_disagreement_score":0.6206667,"about_ca_system_score_codex":0.000018799221,"about_ca_system_score_gemma":0.000036151283,"threshold_uncertainty_score":0.2290156},"labels":[],"label_agreement":null},{"id":"W2021954849","doi":"10.4028/www.scientific.net/amr.834-836.683","title":"Learn from Tradition: Utilizing Traditional Building Materials in the Post-Earthquake Reconstruction","year":2013,"lang":"en","type":"article","venue":"Advanced materials research","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":"University of British Columbia","funders":"","keywords":"Architectural engineering; Quake (natural phenomenon); Engineering; China; Construction engineering; Order (exchange); Process (computing); Civil engineering; Computer science; Business; History; Geology","score_opus":0.1032021856316716,"score_gpt":0.3673527105051782,"score_spread":0.2641505248735066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021954849","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":[0.9771868,0.000043597753,0.000015531865,0.0034139645,0.00085023086,0.0008863082,0.000048832328,0.000046570534,0.017508164],"genre_scores_gemma":[0.99759036,0.00015998736,0.0007718939,0.00013479083,0.00061941287,0.00028539085,0.000054092452,0.000012856265,0.00037118883],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996455,0.001403347,0.00034249297,0.00035604212,0.0008752195,0.00056787295],"domain_scores_gemma":[0.9989398,0.0005171526,0.00007609666,0.00023111753,0.00016144598,0.000074346666],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002474688,0.000117483534,0.00017981185,0.00019499086,0.0007815048,0.00081439846,0.000556434,0.00008835997,0.0067879898],"category_scores_gemma":[0.00034032058,0.00009286889,0.000030570893,0.00042890004,0.00054674956,0.0012940974,0.000059769016,0.00017647061,0.000388114],"study_design_candidate":"bench_or_experimental","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":[0.0000665557,0.00008511364,0.00014022327,0.000027705424,0.000010831366,0.000013152166,0.0062673115,0.000013787104,0.8620646,0.08240066,0.00064821163,0.048261862],"study_design_scores_gemma":[0.0018989898,0.00031634961,0.1863518,0.0006088195,0.000019321738,0.000016722921,0.1880405,0.000020711737,0.1996177,0.39705878,0.02516575,0.00088456325],"about_ca_topic_score_codex":0.004360912,"about_ca_topic_score_gemma":0.00043965358,"teacher_disagreement_score":0.6624469,"about_ca_system_score_codex":0.00008927391,"about_ca_system_score_gemma":0.000083499806,"threshold_uncertainty_score":0.99411994},"labels":[],"label_agreement":null},{"id":"W2022201065","doi":"10.1002/met.198","title":"Public perception of and response to severe weather warnings in Nova Scotia, Canada","year":2010,"lang":"en","type":"article","venue":"Meteorological Applications","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Nova scotia; Vulnerability (computing); Warning system; Nova (rocket); Social vulnerability; Geography; Perception; Social media; Political science; Psychology; Computer science; Aeronautics; Engineering; Computer security; Psychological intervention; Telecommunications","score_opus":0.025551712296049377,"score_gpt":0.28357006201280754,"score_spread":0.2580183497167582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022201065","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":[0.9734803,0.000005990558,0.0003291966,0.011216567,0.000028860386,0.00035470258,0.0000032222517,0.000015972675,0.014565219],"genre_scores_gemma":[0.99714917,0.0000027823694,0.001047623,0.00035099566,0.000025196721,0.000049900646,0.0000014415741,0.0000024575327,0.0013704222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992467,0.0001028516,0.00012322888,0.00018198414,0.0001757209,0.00016949828],"domain_scores_gemma":[0.9995504,0.0001440607,0.00003642097,0.00012681926,0.00004400125,0.00009828726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000662875,0.00005084158,0.00008438564,0.00006214447,0.00010622261,0.000026495067,0.00021885148,0.00005734249,0.0005130046],"category_scores_gemma":[0.00024802727,0.000041679545,0.000013221391,0.00039436645,0.00020346073,0.00006805129,0.00006498783,0.00010538092,0.000023057923],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026258748,0.00048612172,0.514009,0.000026314416,0.000020749509,0.000004352527,0.01918981,0.000040649622,0.10588243,0.14171408,0.004653463,0.21371046],"study_design_scores_gemma":[0.00015422681,0.000044939534,0.804994,0.0000028668455,0.0000056728263,5.5412613e-7,0.0037778607,0.00003675643,0.00001709849,0.0022880815,0.18855552,0.00012242366],"about_ca_topic_score_codex":0.1948393,"about_ca_topic_score_gemma":0.8542978,"teacher_disagreement_score":0.6594585,"about_ca_system_score_codex":0.000032510976,"about_ca_system_score_gemma":0.000099511126,"threshold_uncertainty_score":0.8105223},"labels":[],"label_agreement":null},{"id":"W2022400146","doi":"10.1111/j.1541-0064.2000.tb00715.x","title":"Changing directions in hazards geography","year":2000,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"","keywords":"Geographer; Citation; Library science; Geography; Cartography; Computer science","score_opus":0.006755932561216255,"score_gpt":0.21565609038705097,"score_spread":0.2089001578258347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022400146","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":[0.6952838,0.0016461697,7.358196e-7,0.0019065671,0.0006485809,0.00042704315,0.00003973335,0.00017337082,0.29987404],"genre_scores_gemma":[0.9829917,0.006646142,0.000058780468,0.0007679531,0.00022742376,0.00013645952,0.00002696332,0.00003556998,0.009109026],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963483,0.00016783338,0.0003536672,0.0005921565,0.000377509,0.002160522],"domain_scores_gemma":[0.99820673,0.00007977565,0.00005913017,0.0004210282,0.00008714131,0.0011461745],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058058917,0.0003232156,0.00031132586,0.009391501,0.0019841264,0.000296645,0.0007191793,0.00018331106,0.0017939383],"category_scores_gemma":[0.00005396131,0.00036407236,0.00029795436,0.014581535,0.0021802457,0.000585351,0.000028535274,0.00024401853,0.000052111325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002410885,0.000082490995,0.56966716,0.00004134625,0.00015969218,0.0002836597,0.029185178,0.00008420193,0.0000026000148,0.04796111,0.0106509905,0.34185746],"study_design_scores_gemma":[0.00023032112,0.000034626053,0.16337085,0.00006773593,0.000028698107,0.000003766177,0.042003486,0.000010706561,0.0000012970735,0.0019831392,0.7917284,0.00053702114],"about_ca_topic_score_codex":0.8626145,"about_ca_topic_score_gemma":0.9990165,"teacher_disagreement_score":0.7810774,"about_ca_system_score_codex":0.00013315443,"about_ca_system_score_gemma":0.000258035,"threshold_uncertainty_score":0.99988115},"labels":[],"label_agreement":null},{"id":"W2024688059","doi":"","title":"The effect of the L'Aquila earthquake on labour market outcomes","year":2011,"lang":"en","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Demographic economics; Economics; Difference in differences; Demography; Labour economics; Geography; Econometrics; Sociology","score_opus":0.008209608297647114,"score_gpt":0.24766459635934576,"score_spread":0.23945498806169865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024688059","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":[0.5789871,0.000015903352,0.000004095907,0.000572582,0.00022593387,0.00015696364,0.000002389529,0.000019589672,0.42001542],"genre_scores_gemma":[0.951162,0.000046414658,0.000014567329,0.00011186944,0.00003446204,0.00000307334,2.0633034e-7,0.0000061332084,0.048621316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983234,0.0008457264,0.00007944967,0.00013773402,0.00033841006,0.00027532055],"domain_scores_gemma":[0.9987686,0.0007627957,0.0000935643,0.00029498406,0.00002006674,0.00005996589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011101577,0.00009541947,0.00012031729,0.00004888865,0.0005975401,0.0000611676,0.0007854897,0.00007237062,0.00036007987],"category_scores_gemma":[0.0002052163,0.00005386549,0.00013075875,0.0003092333,0.00071780744,0.00012235573,0.00012248564,0.00011887517,0.00004230133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026746292,0.0000768838,0.50384957,0.000028976785,0.000118203556,0.000025696854,0.027129514,0.000008398296,0.00004214713,0.40539536,0.022198545,0.04085927],"study_design_scores_gemma":[0.0003592671,0.00009055093,0.8770243,0.000017963313,0.000030081486,1.6718496e-7,0.0043295952,0.0000082058505,0.00011148319,0.0014439299,0.116496675,0.00008776362],"about_ca_topic_score_codex":0.0009999642,"about_ca_topic_score_gemma":0.0016255281,"teacher_disagreement_score":0.4039514,"about_ca_system_score_codex":0.00003406966,"about_ca_system_score_gemma":0.000046330446,"threshold_uncertainty_score":0.4595856},"labels":[],"label_agreement":null},{"id":"W2025341750","doi":"10.1175/wcas-d-13-00026.1","title":"The Influence of Previous Disaster Experience and Sociodemographics on Protective Behaviors during Two Successive Tornado Events","year":2013,"lang":"en","type":"article","venue":"Weather Climate and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Institute for Catastrophic Loss Reduction","keywords":"Tornado; Storm; Psychology; Demography; Geography; Meteorology; Sociology","score_opus":0.008147029285524307,"score_gpt":0.28288611768648475,"score_spread":0.27473908840096045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025341750","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":[0.9976779,0.00011008294,0.000004855305,0.0002680876,0.000042898526,0.0006220159,0.0000028195238,0.000021568412,0.0012497426],"genre_scores_gemma":[0.997895,0.001423182,0.000026378899,0.00008354251,0.000025979607,0.00012667665,2.573943e-7,0.0000075035955,0.00041146576],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99891794,0.00009473278,0.00016112006,0.00022878691,0.00028394247,0.00031345413],"domain_scores_gemma":[0.99951386,0.000091103306,0.000121488796,0.00013936298,0.000062283434,0.00007187513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026326842,0.00011522449,0.00011915675,0.000012889814,0.0010914268,0.00012304593,0.00020908975,0.000058261074,0.000015292975],"category_scores_gemma":[0.00002544133,0.000075961,0.000071969866,0.00012699918,0.00095098326,0.00037213325,0.00013315903,0.00010984139,0.0000035324997],"study_design_candidate":"observational","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":[0.000025723402,0.0001286452,0.4280044,0.0001192643,0.00006593649,0.0000012536196,0.5578919,0.000019755353,0.0028922039,0.0064736675,0.0000490467,0.0043281894],"study_design_scores_gemma":[0.0005064013,0.00008672751,0.82151705,0.00015131186,0.00004102473,4.1235546e-7,0.17512742,0.000037681064,0.00013805175,0.0018642901,0.0002819724,0.00024763713],"about_ca_topic_score_codex":0.00063382473,"about_ca_topic_score_gemma":0.000090749905,"teacher_disagreement_score":0.39351267,"about_ca_system_score_codex":0.000020781543,"about_ca_system_score_gemma":0.00001242464,"threshold_uncertainty_score":0.83944833},"labels":[],"label_agreement":null},{"id":"W2026675863","doi":"10.1007/s10551-005-3069-9","title":"Concepts of Care in Organizational Crisis Prevention","year":2005,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Loyalty; Business ethics; Resistance (ecology); Psychology; Sociology; Silence; Psychoanalysis; Management; Public relations; Law; Political science; Philosophy","score_opus":0.04358398667474933,"score_gpt":0.36972107065481036,"score_spread":0.326137083980061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026675863","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":[0.92280406,0.0017488782,0.0055136904,0.04193747,0.0010779056,0.00021297701,0.0000023992413,0.000013112572,0.026689498],"genre_scores_gemma":[0.997952,0.00046094856,0.00080938265,0.00014614685,0.00023306085,2.1637042e-7,7.5561974e-7,0.0000031754687,0.00039433167],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989559,0.0001295225,0.00027106403,0.000046364854,0.0005179957,0.000079155376],"domain_scores_gemma":[0.9985197,0.000079355,0.0002629179,0.00004089291,0.0010715371,0.000025581161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078066625,0.000036720998,0.000105258936,0.0001149283,0.000075794684,0.000024869709,0.00017878399,0.00008358844,0.0001355623],"category_scores_gemma":[0.0005379549,0.000032163152,0.000030685987,0.00055815757,0.00012207696,0.0003563346,0.000022525957,0.00017822107,0.000002739002],"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":[0.00023326279,0.0008436391,0.11491501,0.000745878,0.00008439013,0.000034200708,0.6345819,0.022312177,0.0007624412,0.17143147,0.0068228557,0.047232773],"study_design_scores_gemma":[0.0034298552,0.0003016372,0.37876424,0.0017453135,0.00017181173,0.000010154874,0.39098534,0.00013364122,0.0011541335,0.018754426,0.20398845,0.00056097726],"about_ca_topic_score_codex":0.000058016776,"about_ca_topic_score_gemma":0.001237961,"teacher_disagreement_score":0.26384923,"about_ca_system_score_codex":0.000057333407,"about_ca_system_score_gemma":0.00043718354,"threshold_uncertainty_score":0.1484312},"labels":[],"label_agreement":null},{"id":"W2028786494","doi":"10.4000/communication.850","title":"Pour une équité dans l’accès à l’information en cas de catastrophes","year":2008,"lang":"fr","type":"article","venue":"Communication","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Political science; Humanities; Philosophy","score_opus":0.031358285832976965,"score_gpt":0.29497708065638795,"score_spread":0.263618794823411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028786494","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":[0.39027542,0.0059181834,0.008840316,0.06350089,0.00055291137,0.0004855135,0.000020189142,0.00013586385,0.5302707],"genre_scores_gemma":[0.96524477,0.013405278,0.002865603,0.00028577872,0.00014729101,0.000019658708,0.00007814621,0.000007200721,0.017946292],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986886,0.0004138867,0.0002530896,0.00009731205,0.00025122456,0.0002958919],"domain_scores_gemma":[0.99893254,0.00014137199,0.00016763319,0.0005990832,0.00007532454,0.00008403084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047561148,0.000109659944,0.0001050887,0.000057700454,0.00089640054,0.00008514465,0.0009872591,0.000101318146,0.00021338639],"category_scores_gemma":[0.000098220306,0.00011875659,0.00005510908,0.00043240294,0.00068126776,0.0014457428,0.00024662638,0.00016454657,0.0007134446],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022740398,0.00033145602,0.019947886,0.00008963371,0.000057516765,0.0000070942,0.37270018,0.00084733235,0.00026803673,0.19262949,0.16287644,0.25022218],"study_design_scores_gemma":[0.0005564934,0.00006511611,0.13534649,0.00018144706,0.00008963361,0.000018926376,0.07931656,0.0048840945,0.00025263225,0.0071333293,0.771746,0.0004093134],"about_ca_topic_score_codex":0.008068731,"about_ca_topic_score_gemma":0.0022618736,"teacher_disagreement_score":0.6088695,"about_ca_system_score_codex":0.00031332363,"about_ca_system_score_gemma":0.00014877034,"threshold_uncertainty_score":0.99853665},"labels":[],"label_agreement":null},{"id":"W2028825449","doi":"10.1108/09653561211278725","title":"Institutional perception and support in emergency management in Ontario, Canada","year":2012,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Emergency management; Institution; Originality; Public relations; Value (mathematics); Resource (disambiguation); Political science; Perception; Business; Qualitative research; Sociology; Psychology","score_opus":0.020653068636900904,"score_gpt":0.31125486598545304,"score_spread":0.2906017973485521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028825449","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":[0.84744674,0.00003447619,0.00046904117,0.00057811046,0.0016053717,0.00028433834,0.0000010756772,0.000008353036,0.14957249],"genre_scores_gemma":[0.9743273,0.001436435,0.00038744282,0.00017796138,0.00013467613,0.000020652416,0.000024830844,0.0000047490835,0.023485908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985775,0.000105695886,0.00031960272,0.00017567725,0.00054229127,0.0002792576],"domain_scores_gemma":[0.99968004,0.000003903338,0.00008602411,0.000061557286,0.000029789655,0.00013867153],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069435313,0.000102532606,0.0000826696,0.00029834468,0.00016800145,0.00014732823,0.00022134524,0.00002867044,0.0015356009],"category_scores_gemma":[0.00000396972,0.000104561965,0.000026999041,0.000099790705,0.00006323973,0.0015029917,0.00013820204,0.00012217423,0.0000052936925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006663101,0.0004292614,0.7220624,0.0000311115,0.0001017427,0.00009572771,0.017532934,0.000031420554,0.0000035430644,0.12413889,0.0014001084,0.1341062],"study_design_scores_gemma":[0.0006630791,0.000016431672,0.8919327,0.000046814188,0.000015896076,0.000007874555,0.015449691,0.000028784198,1.1091781e-7,0.001752415,0.08995764,0.00012855278],"about_ca_topic_score_codex":0.14161566,"about_ca_topic_score_gemma":0.93370235,"teacher_disagreement_score":0.79208666,"about_ca_system_score_codex":0.00044805265,"about_ca_system_score_gemma":0.00006155237,"threshold_uncertainty_score":0.99937713},"labels":[],"label_agreement":null},{"id":"W2029614647","doi":"10.1111/j.1467-7717.2009.01130.x","title":"Urban disaster recovery: a measurement framework and its application to the 1995 Kobe earthquake","year":2009,"lang":"en","type":"article","venue":"Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":380,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Settlement (finance); Population; Geography; Natural disaster; Poison control; Environmental planning; Business; Forensic engineering; Engineering; Environmental health; Medicine; Finance","score_opus":0.01853897382803307,"score_gpt":0.27280614682320614,"score_spread":0.2542671729951731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029614647","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":[0.8721701,0.0007075557,0.010664906,0.035870142,0.00067633233,0.002068408,0.000007916308,0.00014995446,0.07768471],"genre_scores_gemma":[0.9940655,0.00004680422,0.00008561182,0.0028530518,0.0002502162,0.000044319655,0.0000017598157,0.000007310761,0.0026454208],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984622,0.000110089764,0.00015741083,0.00031400545,0.0006152167,0.00034107335],"domain_scores_gemma":[0.9994536,0.00003833539,0.0000579832,0.00024577277,0.00004834304,0.00015596014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060624845,0.00011755756,0.000109776716,0.00004217953,0.00045571165,0.00029847183,0.00036304374,0.000054675114,0.000035489407],"category_scores_gemma":[0.00012113292,0.00009204849,0.000048537688,0.00033386517,0.0000873963,0.00023986473,0.000058600595,0.00009084767,0.00018708906],"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":[0.00013957843,0.00026651513,0.0045927926,0.00003401494,0.000062073945,0.000004742007,0.17888409,0.00022477469,0.00042651824,0.09825825,0.048977442,0.6681292],"study_design_scores_gemma":[0.0003502391,0.00025839583,0.07854526,0.00020637334,0.000069686976,8.700844e-7,0.040088374,0.0001850265,0.000036940844,0.005961931,0.8737174,0.00057948567],"about_ca_topic_score_codex":0.00010352482,"about_ca_topic_score_gemma":0.0012448909,"teacher_disagreement_score":0.82474,"about_ca_system_score_codex":0.00005422166,"about_ca_system_score_gemma":0.000022249977,"threshold_uncertainty_score":0.37536284},"labels":[],"label_agreement":null},{"id":"W2031214947","doi":"10.4018/jiscrm.2011070102","title":"Knowledge-Based Issues for Aid Agencies in Crisis Scenarios","year":2011,"lang":"en","type":"article","venue":"International Journal of Information Systems for Crisis Response and Management","topic":"Disaster Management and Resilience","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":"Toronto Metropolitan University","funders":"","keywords":"Natural disaster; Political science; Crisis management; Public relations; Business; Emergency management; Knowledge management; Environmental resource management; Computer science; Geography; Economics","score_opus":0.03799517008458917,"score_gpt":0.338226221505321,"score_spread":0.3002310514207318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031214947","genre_codex":"methods","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":[0.29914418,0.0045805112,0.5607184,0.027881712,0.015018202,0.00902537,0.00015886355,0.00016810927,0.08330465],"genre_scores_gemma":[0.99388874,0.00086374965,0.0030314568,0.00045886,0.00015080595,0.00012381037,0.0000054688167,0.000006427762,0.0014706585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855727,0.00011827424,0.0006472047,0.000080024794,0.00042799028,0.00016924278],"domain_scores_gemma":[0.9987394,0.00012200339,0.00039919905,0.000077960074,0.00059788174,0.000063537795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025344642,0.00009377247,0.00015954602,0.00083597586,0.0001300919,0.00025810057,0.00041335583,0.000044969627,0.000015536169],"category_scores_gemma":[0.00015135134,0.00008074742,0.00010572149,0.0001440229,0.000046683315,0.001493833,0.000047867856,0.00003899586,0.000007946519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017910723,0.000538699,0.0017883399,0.0012644592,0.001021166,0.00003926117,0.30054128,0.002006211,0.000030205978,0.3160001,0.31883,0.04002956],"study_design_scores_gemma":[0.0014683782,0.00015774582,0.0010523313,0.00016052736,0.000033077624,0.0000016780645,0.14727998,0.00085727713,0.00004123208,0.00058885256,0.8482448,0.000114117676],"about_ca_topic_score_codex":0.0002152092,"about_ca_topic_score_gemma":0.000077186196,"teacher_disagreement_score":0.6947446,"about_ca_system_score_codex":0.00015802095,"about_ca_system_score_gemma":0.00007569885,"threshold_uncertainty_score":0.3292784},"labels":[],"label_agreement":null},{"id":"W2033013512","doi":"10.4000/vertigo.15110","title":"La vulnérabilité face au risque de submersion marine : exposition et sensibilité des communes littorales de la région Pays de la Loire (France)","year":2014,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Submersion (mathematics); Humanities; Political science; Geography; Art","score_opus":0.009378671486853386,"score_gpt":0.27701973272037156,"score_spread":0.26764106123351816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033013512","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":[0.93497396,0.0009791986,0.008794852,0.0024158158,0.00025485328,0.00024428143,0.0000046373484,0.00010733738,0.05222507],"genre_scores_gemma":[0.9880275,0.0013997768,0.0024788438,0.00038701383,0.00018381832,0.000018663135,0.000010625716,0.00002678545,0.0074669397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99291015,0.0053965542,0.00028372268,0.00038306788,0.00032692016,0.0006995913],"domain_scores_gemma":[0.99786377,0.001352885,0.000118030446,0.00037886508,0.000057899484,0.00022852581],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034224407,0.00025473488,0.00025551484,0.00007613016,0.00065151317,0.00023712154,0.00041850525,0.00037279213,0.00007526088],"category_scores_gemma":[0.00043792953,0.00024829796,0.00015890927,0.000388286,0.0024743746,0.0005119777,0.00026518104,0.0003634953,0.000046144512],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009143585,0.00056829886,0.7472546,0.0005153388,0.000043431213,0.000033163386,0.053173847,0.0014239576,0.0036914544,0.07099837,0.0017863412,0.12041973],"study_design_scores_gemma":[0.0010988344,0.00030466288,0.6297284,0.0008954602,0.00018660667,0.000033308985,0.017329277,0.010088964,0.0029639448,0.080423236,0.25617164,0.0007756752],"about_ca_topic_score_codex":0.009591107,"about_ca_topic_score_gemma":0.004008109,"teacher_disagreement_score":0.2543853,"about_ca_system_score_codex":0.00057269,"about_ca_system_score_gemma":0.00017691887,"threshold_uncertainty_score":0.9999969},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01501239774215151,"score_gpt":0.3119764951678897,"score_spread":0.2969640974257382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033493947","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":[0.9854966,0.00007072392,0.00023810627,0.0049375906,0.0010194547,0.00024340746,0.000004862065,0.0000032623088,0.007985992],"genre_scores_gemma":[0.9983415,0.00010134622,0.00015485552,0.0002598144,0.0003394778,0.0000104067385,5.1790545e-7,0.0000070373226,0.00078505283],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99754083,0.00031442163,0.0006050349,0.00017536369,0.0011135853,0.0002507598],"domain_scores_gemma":[0.99867105,0.00033378112,0.000482091,0.00037571622,0.000068994734,0.000068355905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018188951,0.00013138971,0.0001569884,0.0001292591,0.00015157781,0.00016212101,0.0023065729,0.000056929613,0.00042942975],"category_scores_gemma":[0.0002098866,0.0000736306,0.00014373814,0.00014174773,0.000890882,0.0005284009,0.00022166756,0.0003493955,0.000028578583],"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":[0.0006840207,0.002966919,0.065221004,0.000039120227,0.00032822785,0.0038182805,0.67114747,0.0060022175,0.0074744863,0.032263234,0.0047986265,0.20525642],"study_design_scores_gemma":[0.002633976,0.0006162157,0.09007859,0.00033642116,0.00017609197,0.0021951182,0.7122301,0.0004975958,0.0007304711,0.017736731,0.17201692,0.0007517783],"about_ca_topic_score_codex":0.0004146341,"about_ca_topic_score_gemma":0.0023512298,"teacher_disagreement_score":0.20450464,"about_ca_system_score_codex":0.000072460316,"about_ca_system_score_gemma":0.00006892036,"threshold_uncertainty_score":0.47019547},"labels":[],"label_agreement":null},{"id":"W2034439512","doi":"10.1515/1944-4079.1098","title":"Citizen Participation in Post‐disaster Flood Hazard Mitigation Planning in Peterborough, Ontario, Canada","year":2012,"lang":"en","type":"article","venue":"Risk Hazards & Crisis in Public Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Flood myth; Government (linguistics); Hazard; Environmental planning; Strategic planning; Emergency management; Flood mitigation; Settlement (finance); Public administration; Political science; Business; Management; Geography; Finance; Economics","score_opus":0.018208137559023042,"score_gpt":0.31698380808489296,"score_spread":0.2987756705258699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034439512","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":[0.9386288,0.000095999334,0.000026037187,0.0052736667,0.00039680782,0.0003341884,0.000013768329,0.00003200587,0.055198736],"genre_scores_gemma":[0.99759114,0.0000346359,0.000097735,0.0009634619,0.00034945738,0.00009460002,0.000023700122,0.000016659787,0.00082859566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99663496,0.0005623512,0.0005305268,0.0003395914,0.00070070336,0.0012318499],"domain_scores_gemma":[0.99910545,0.00011222153,0.0001769121,0.00027043826,0.00006431909,0.00027068052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015488308,0.00020235407,0.0002674965,0.00069148996,0.0002005409,0.00023087978,0.00042771635,0.0001339175,0.00023014177],"category_scores_gemma":[0.0007166741,0.00021129157,0.000053378597,0.0012411312,0.00011465411,0.001539234,0.00012847298,0.00033605206,0.000017360417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017861168,0.00013901373,0.9061611,0.0000105968475,0.000012083311,0.000009456817,0.07647602,0.0001286808,0.0000053589215,0.005769153,0.0036138126,0.007656823],"study_design_scores_gemma":[0.00057622767,0.000023419208,0.9517568,0.00004721753,0.000011728114,4.1356793e-7,0.021517875,0.0001427163,0.000011471747,0.0011552763,0.024482395,0.0002744624],"about_ca_topic_score_codex":0.98465925,"about_ca_topic_score_gemma":0.9986507,"teacher_disagreement_score":0.058962364,"about_ca_system_score_codex":0.0020485541,"about_ca_system_score_gemma":0.002116994,"threshold_uncertainty_score":0.86162204},"labels":[],"label_agreement":null},{"id":"W2035516024","doi":"10.1007/s00267-009-9397-2","title":"Public Participation in Local Government Review of Development Proposals in Hazardous Locations: Does it Matter, and What Do Local Government Planners Have to Do with It?","year":2009,"lang":"en","type":"article","venue":"Environmental Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Public participation; Stakeholder; Local government; Government (linguistics); Hazard; Business; Plan (archaeology); Environmental planning; Planner; Environmental resource management; Public economics; Public administration; Economics; Political science; Public relations; Geography","score_opus":0.010950950371988753,"score_gpt":0.2564283962341512,"score_spread":0.24547744586216244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035516024","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":[0.7795732,0.014021038,0.017464904,0.093854785,0.00050438876,0.015050896,0.00003069038,0.00007431955,0.07942579],"genre_scores_gemma":[0.98224825,0.012288395,0.0007810101,0.0029387851,0.000011432,0.00026808542,0.000009247041,0.000010669156,0.0014441446],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969026,0.00013941241,0.0005446742,0.00049210846,0.0014787391,0.000442493],"domain_scores_gemma":[0.99941653,0.000024359777,0.00015145565,0.00025397967,0.000004837043,0.00014883906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008087376,0.00021904855,0.00025780767,0.00007789169,0.00011619356,0.00017710016,0.00029084348,0.00004094696,0.00029295255],"category_scores_gemma":[0.000008221675,0.00017318937,0.000027147637,0.00020944819,0.00027387802,0.00070595654,0.00022200562,0.000078383084,0.000054949123],"study_design_candidate":"design_other","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":[0.00014152697,0.0017462404,0.05890762,0.00096455385,0.00007637842,0.000063345076,0.015030511,0.0013146879,0.000014422556,0.0026085188,0.0020617049,0.9170705],"study_design_scores_gemma":[0.002066626,0.0005126497,0.45257908,0.011316618,0.00009921221,0.0000013923204,0.35213,0.00019579053,0.00032303168,0.00029357168,0.17948532,0.000996706],"about_ca_topic_score_codex":0.00004694881,"about_ca_topic_score_gemma":0.0011614695,"teacher_disagreement_score":0.9160738,"about_ca_system_score_codex":0.0012853644,"about_ca_system_score_gemma":0.000021469255,"threshold_uncertainty_score":0.7062457},"labels":[],"label_agreement":null},{"id":"W2036279484","doi":"10.6000/1927-5129.2015.11.26","title":"Fire Protection Services in Karachi","year":2015,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Firefighting; Government (linguistics); Business; Service (business); Fire protection; Population; Geography; Public administration; Economic growth; Environmental health; Political science; Engineering; Marketing; Medicine; Civil engineering","score_opus":0.04111356665529338,"score_gpt":0.3004420768112357,"score_spread":0.2593285101559423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036279484","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":[0.86193985,0.00015955365,0.000107407555,0.0016536393,0.00045005718,0.00017054465,1.3499513e-7,0.000011952221,0.13550687],"genre_scores_gemma":[0.9987918,0.000029421466,0.00038210923,0.00013926323,0.00024679728,0.00000409129,4.4654595e-8,0.0000023246982,0.0004041439],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99836767,0.0000848419,0.00027570914,0.00013462141,0.0008981085,0.00023902941],"domain_scores_gemma":[0.9994304,0.000031302927,0.00028097405,0.00006084724,0.00007353172,0.00012290724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003132303,0.000068629786,0.00013581404,0.0001775021,0.0002652643,0.00018824052,0.0005821966,0.000040648465,0.000026281854],"category_scores_gemma":[0.000044853106,0.000050261762,0.000036554276,0.0008376372,0.00041052574,0.00064769544,0.000044267457,0.00013174505,0.000025357887],"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":[0.00048496918,0.0011849969,0.06081177,0.00018226974,0.00006052954,0.00012382829,0.24412729,0.008675957,0.0049908557,0.1685837,0.00572114,0.5050527],"study_design_scores_gemma":[0.003695282,0.0013851625,0.07834869,0.00056918676,0.000075148724,0.00002487878,0.60434186,0.0031932301,0.0011583023,0.09835222,0.20779492,0.0010611357],"about_ca_topic_score_codex":0.00029827296,"about_ca_topic_score_gemma":0.0007394606,"teacher_disagreement_score":0.50399154,"about_ca_system_score_codex":0.00006751735,"about_ca_system_score_gemma":0.0002457051,"threshold_uncertainty_score":0.20496152},"labels":[],"label_agreement":null},{"id":"W2037154244","doi":"10.2202/1547-7355.1464","title":"Emergency Managers in Ontario: An Exploratory Study of Their Perspectives","year":2009,"lang":"en","type":"article","venue":"Journal of Homeland Security and Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Emergency management; Exploratory research; Disaster risk reduction; Perspective (graphical); Public relations; Risk management; Business; Order (exchange); Task (project management); Political science; Sociology; Environmental planning; Engineering; Geography","score_opus":0.0214546041663584,"score_gpt":0.28837454426359377,"score_spread":0.26691994009723535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037154244","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":[0.9600044,0.00094755174,0.000019426989,0.00020494073,0.00047960598,0.0003209185,5.281564e-7,0.000007911418,0.038014725],"genre_scores_gemma":[0.99261045,0.0064155,0.000025756985,0.000008333733,0.0000659444,0.0000030062606,4.4545374e-7,0.00000461792,0.00086595176],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982013,0.00023383053,0.00060513534,0.00021218415,0.00048970233,0.0002578094],"domain_scores_gemma":[0.99931794,0.000007683626,0.00028928794,0.00016830958,0.00009520499,0.00012155885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011640775,0.00014531593,0.00029728105,0.00039532947,0.00017684026,0.000026329943,0.00038763223,0.000041371055,0.00047068045],"category_scores_gemma":[0.000010184842,0.000118369295,0.000084752246,0.00038634756,0.000060406383,0.0007015256,0.00006250405,0.0001882616,0.0000012500259],"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":[0.00017222417,0.003302513,0.12213866,0.00005305528,0.00017061744,0.000097907156,0.8538667,0.00007090548,0.000009855291,0.012460316,0.0010956423,0.006561598],"study_design_scores_gemma":[0.00071196276,0.000925354,0.25710306,0.000030273064,0.000058319598,4.626439e-7,0.7277787,0.0000127962985,0.0000010139129,0.009429876,0.003793459,0.0001547784],"about_ca_topic_score_codex":0.0031696635,"about_ca_topic_score_gemma":0.24793532,"teacher_disagreement_score":0.24476567,"about_ca_system_score_codex":0.00007332836,"about_ca_system_score_gemma":0.00002613623,"threshold_uncertainty_score":0.7657879},"labels":[],"label_agreement":null},{"id":"W2037236766","doi":"10.1006/jema.2000.0433","title":"Catastrophe options: An experiment in the management of catastrophic risk in the United States","year":2001,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Risk management; Environmental planning; Risk analysis (engineering); Business; Forensic engineering; Environmental resource management; Environmental science; Natural resource economics; Economics; Engineering; Finance","score_opus":0.014849483059560159,"score_gpt":0.27725479609020526,"score_spread":0.26240531303064507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037236766","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":[0.9937234,0.0005853285,0.0001795183,0.001012899,0.00013419452,0.00061511365,0.0000074677837,0.0000036015886,0.0037384932],"genre_scores_gemma":[0.9824974,0.01595683,0.0010070544,0.00018713235,0.00004424472,0.00003167127,0.000015345593,0.0000075107514,0.0002528156],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997354,0.0006282299,0.00054824614,0.00017142532,0.0009820312,0.0003161247],"domain_scores_gemma":[0.9991784,0.00005619078,0.0003629102,0.00034413897,0.0000063031302,0.000052019677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021166492,0.00014307974,0.00015626985,0.00030554898,0.0001927776,0.000083903244,0.0011674366,0.000025465557,0.0001329851],"category_scores_gemma":[0.0000035326277,0.000089066554,0.00007968362,0.00054765696,0.00029709647,0.000330211,0.00013940247,0.00019519088,0.000010945672],"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":[0.0015250045,0.024874143,0.18746755,0.0003911847,0.0015440912,0.006446139,0.35087076,0.1622262,0.0003146862,0.11880234,0.0070923725,0.13844554],"study_design_scores_gemma":[0.001338947,0.0003819737,0.35616356,0.00012513035,0.00015162044,0.0000087913795,0.5864298,0.00016661356,0.000007210253,0.0013197084,0.053734683,0.00017200103],"about_ca_topic_score_codex":0.0005030703,"about_ca_topic_score_gemma":0.00019101235,"teacher_disagreement_score":0.23555902,"about_ca_system_score_codex":0.00017696126,"about_ca_system_score_gemma":0.0000051876086,"threshold_uncertainty_score":0.36320287},"labels":[],"label_agreement":null},{"id":"W2038225766","doi":"10.1007/s10826-013-9802-6","title":"Family Functioning Following Wildfires: Recovering from the 2011 Slave Lake Fires","year":2013,"lang":"en","type":"article","venue":"Journal of Child and Family Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge; PolicyWise for Children & Families","funders":"","keywords":"Unit (ring theory); Psychological resilience; Natural disaster; Psychology; Perception; Disaster recovery; Community resilience; Geography; Environmental planning; Environmental resource management; Social psychology; Political science; Engineering; Environmental science","score_opus":0.025211522228163048,"score_gpt":0.2680246684976358,"score_spread":0.24281314626947273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038225766","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":[0.9351823,0.025753595,0.000029782557,0.005799005,0.001510461,0.00011899036,0.0000013052805,0.000013726526,0.03159083],"genre_scores_gemma":[0.98447865,0.0119562475,0.00008375992,0.0018308068,0.00078428496,0.0000031508084,2.6284397e-7,0.000005632516,0.0008572141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900925,0.000081511855,0.0002590075,0.000112414964,0.0003446092,0.00019320744],"domain_scores_gemma":[0.9993229,0.00028257706,0.00018945358,0.00007673959,0.000075688586,0.000052676285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044972045,0.00010119153,0.00021034355,0.000040872677,0.001035329,0.0002092924,0.00020813016,0.000030233323,0.000019864236],"category_scores_gemma":[0.00015483006,0.00005899418,0.00012079206,0.00008764876,0.00020489529,0.00058487564,0.00009574727,0.00014798345,0.000014010231],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007271075,0.00011581172,0.440283,0.000031667696,0.0025019033,0.0000381299,0.1408377,0.00008773363,0.00048104205,0.0012714178,0.25576913,0.15850976],"study_design_scores_gemma":[0.00030470267,0.000060822247,0.7213698,0.00028970477,0.00009256689,7.585273e-7,0.14837411,0.0000069656894,0.0000021925387,0.0020084842,0.12737386,0.0001160241],"about_ca_topic_score_codex":0.00080378336,"about_ca_topic_score_gemma":0.00064332807,"teacher_disagreement_score":0.28108683,"about_ca_system_score_codex":0.0000175062,"about_ca_system_score_gemma":0.000019546735,"threshold_uncertainty_score":0.7963018},"labels":[],"label_agreement":null},{"id":"W2038880540","doi":"10.1080/00220388.2014.936395","title":"Trust and Reciprocity in the Aftermath of Natural Disasters","year":2014,"lang":"en","type":"article","venue":"The Journal of Development Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Reciprocity (cultural anthropology); Natural disaster; Natural (archaeology); Political economy; Political science; Sociology; Law and economics; Positive economics; Economics; Geography; Social science","score_opus":0.02631523927340208,"score_gpt":0.31444568955272306,"score_spread":0.288130450279321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038880540","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":[0.99220836,0.00096025824,0.000020573147,0.0030237858,0.00017298054,0.00007543322,6.735631e-8,0.0000014341342,0.0035371196],"genre_scores_gemma":[0.99839884,0.000805941,0.00018416991,0.00018027479,0.00003975504,0.0000010765928,3.0434258e-8,0.0000012688047,0.000388642],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990756,0.00022942646,0.00022736624,0.00003633774,0.0003223262,0.00010893599],"domain_scores_gemma":[0.99945235,0.00025356063,0.0001798407,0.000047010344,0.00005383305,0.000013414125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002443786,0.00005146971,0.00012849734,0.000042116764,0.00023381448,0.000017962353,0.0002896255,0.000009528452,0.0000018909302],"category_scores_gemma":[0.00017752234,0.000022510976,0.00001836414,0.00012585359,0.0003605695,0.000120971,0.00007889841,0.00008038118,7.05049e-7],"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":[0.00008197033,0.000052274998,0.05702225,0.00005594473,0.0001263183,0.000002388951,0.9052094,0.000008048899,0.000050681312,0.0021823654,0.0021052442,0.033103082],"study_design_scores_gemma":[0.00043022726,0.000061964725,0.56422186,0.00019962143,0.000043788394,0.000003796829,0.4014109,0.0000063331945,0.00007699073,0.0018987848,0.03154197,0.000103747334],"about_ca_topic_score_codex":0.000013051068,"about_ca_topic_score_gemma":0.00031845272,"teacher_disagreement_score":0.50719965,"about_ca_system_score_codex":0.00002124037,"about_ca_system_score_gemma":0.000026745232,"threshold_uncertainty_score":0.17983356},"labels":[],"label_agreement":null},{"id":"W2039896917","doi":"10.4000/vertigo.15832","title":"Le droit à l’épreuve de la tempête Xynthia","year":2015,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03491644328889245,"score_gpt":0.3014443303935482,"score_spread":0.26652788710465575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039896917","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18776986,0.002105507,0.0011590518,0.0051136883,0.0015799499,0.0001389842,0.0000034201812,0.00007473308,0.8020548],"genre_scores_gemma":[0.7971786,0.00017050421,0.00041864422,0.00043528044,0.000345584,0.00000655911,0.0000012182245,0.0000113268,0.20143223],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826586,0.00048087433,0.00015428486,0.0002364283,0.0003871269,0.00047542283],"domain_scores_gemma":[0.9992741,0.00011656746,0.000056572797,0.00020432333,0.00004367597,0.00030479548],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000911589,0.000117366726,0.00013348735,0.000046964822,0.00022628445,0.00017104151,0.00046962564,0.00021786838,0.00018044435],"category_scores_gemma":[0.00021938744,0.00012630768,0.00007641055,0.0003904002,0.0009366268,0.00042255403,0.00013628221,0.00020240706,0.000909335],"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":[0.00001470976,0.0001852899,0.018462598,0.000031374922,0.000031663,0.00004044058,0.028366001,0.00008222258,0.000050644503,0.83959943,0.104744695,0.008390943],"study_design_scores_gemma":[0.0003462365,0.000053013035,0.0032607736,0.000067715104,0.000034288856,0.000001876882,0.016217133,0.00033312963,0.000093898896,0.03827067,0.94112456,0.00019673251],"about_ca_topic_score_codex":0.0030567476,"about_ca_topic_score_gemma":0.0009345015,"teacher_disagreement_score":0.8363798,"about_ca_system_score_codex":0.00013169009,"about_ca_system_score_gemma":0.0004601108,"threshold_uncertainty_score":0.9998686},"labels":[],"label_agreement":null},{"id":"W2040153461","doi":"10.1177/00420980100470071105","title":"Book Review: Climate Resilient Cities: A Primer on Reducing Vulnerabilities to Disasters","year":2010,"lang":"en","type":"article","venue":"Urban Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Primer (cosmetics); Resilience (materials science); Political science; Environmental planning; Computer security; Geography; Computer science","score_opus":0.023674660199240645,"score_gpt":0.33448665514446996,"score_spread":0.3108119949452293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040153461","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22696859,0.2790198,0.000009760261,0.044498883,0.0053072395,0.0027372972,0.00001586882,0.0004520771,0.44099048],"genre_scores_gemma":[0.2810932,0.0920349,0.00051038194,0.07029486,0.0019961363,0.00067696534,0.000004936304,0.0000712616,0.55331737],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813336,0.00013326942,0.0002857102,0.00040394109,0.0005135917,0.00053013227],"domain_scores_gemma":[0.9990889,0.00022749326,0.000083325176,0.00037336882,0.00010151026,0.00012540775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079810276,0.000181178,0.00030053794,0.000096254866,0.000839004,0.00007989173,0.00034093685,0.000035725687,0.00028554647],"category_scores_gemma":[0.0007260736,0.00014158807,0.00009023207,0.00025228455,0.00066896534,0.0002152428,0.00022829372,0.00016777632,0.00024961279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001652922,0.000039179544,0.00060387776,0.00032970353,0.000039588056,0.0000026423859,0.059262555,0.0000064747583,0.000044549335,0.006746765,0.93031096,0.0025971942],"study_design_scores_gemma":[0.00008296756,0.00008294322,0.0004764257,0.000994607,0.000034701705,1.3541137e-7,0.03233483,9.074967e-7,0.00006060255,0.000113236085,0.96560985,0.00020878488],"about_ca_topic_score_codex":0.000096541575,"about_ca_topic_score_gemma":0.00034262045,"teacher_disagreement_score":0.18698491,"about_ca_system_score_codex":0.00006874957,"about_ca_system_score_gemma":0.000032764056,"threshold_uncertainty_score":0.64530253},"labels":[],"label_agreement":null},{"id":"W2043174028","doi":"10.1007/s10615-015-0533-6","title":"Educating Graduate Social Work Students in Disaster Response: A Real-Time Case Study","year":2015,"lang":"en","type":"article","venue":"Clinical Social Work Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Mental health; Curriculum; Agency (philosophy); Work (physics); Medical education; Psychology; Social work; Public relations; Cornerstone; Emergency management; Pedagogy; Sociology; Medicine; Political science; Engineering; Psychiatry","score_opus":0.20331014012456983,"score_gpt":0.49918002468674033,"score_spread":0.2958698845621705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043174028","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":[0.9810949,0.000023678336,0.000006101138,0.008251059,0.0019718213,0.0005136734,7.889063e-7,0.000051067764,0.008086898],"genre_scores_gemma":[0.9821085,0.000012608917,0.00010225117,0.00022663925,0.0038964874,0.000018381734,6.559175e-7,0.000026139514,0.0136083625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9905835,0.0054104202,0.0012148034,0.0004244395,0.0015517523,0.0008150936],"domain_scores_gemma":[0.99764127,0.0009294095,0.00053209317,0.00015195637,0.00021263568,0.0005326408],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.017586552,0.00022774769,0.00054412195,0.00013985882,0.0028350423,0.0008300048,0.00091856514,0.0002186545,0.00021859753],"category_scores_gemma":[0.0020472598,0.00020534117,0.0002860112,0.0020028772,0.0006856525,0.00037551622,0.0003786494,0.0010413148,0.00027753218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013025722,0.002344651,0.6351172,0.0000024451488,0.00009956286,0.0024301372,0.28334218,0.0000030925905,4.0982513e-7,0.00007664651,0.0386848,0.036596347],"study_design_scores_gemma":[0.0026346769,0.00028388368,0.5518709,0.000064488755,0.000091638474,0.000021611204,0.43621424,0.0000014062168,2.7594632e-8,0.001186303,0.007257547,0.00037326576],"about_ca_topic_score_codex":0.00027477118,"about_ca_topic_score_gemma":0.00046018203,"teacher_disagreement_score":0.15287209,"about_ca_system_score_codex":0.00035585967,"about_ca_system_score_gemma":0.00049826526,"threshold_uncertainty_score":0.99846315},"labels":[],"label_agreement":null},{"id":"W2043471739","doi":"10.1080/j148v17n02_05","title":"Client Satisfaction Survey of a Wheelchair Seating Clinic","year":2000,"lang":"en","type":"article","venue":"Physical & Occupational Therapy In Geriatrics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wheelchair; Psychology; Physical medicine and rehabilitation; Physical therapy; Medicine; Computer science; World Wide Web","score_opus":0.07289159825026015,"score_gpt":0.3931289643112808,"score_spread":0.32023736606102066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043471739","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":[0.98931015,0.000039595016,0.00005426439,0.00008384785,0.00013899771,0.00022614135,0.000012699129,0.00002229989,0.010112014],"genre_scores_gemma":[0.9985775,0.00040833303,0.000116559146,0.00007585323,0.00019078571,0.000013942732,0.000016346374,0.0000062236445,0.00059445424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984804,0.0003536351,0.00026806098,0.00019232453,0.00051015994,0.00019546658],"domain_scores_gemma":[0.99918133,0.00045762994,0.00011407696,0.00010845264,0.00009306251,0.000045420078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007652178,0.0000845196,0.00015535542,0.00007364846,0.00013283697,0.000032560205,0.0001608172,0.000042684023,0.00065375865],"category_scores_gemma":[0.00010740995,0.00007829718,0.000064327236,0.0008051358,0.00012176477,0.00020757096,0.000014346132,0.00008774416,0.00006653404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026743818,0.00038776055,0.73669404,0.000006993784,0.000013828886,4.802345e-7,0.0048814924,0.0006513111,0.00008527768,0.0024078737,0.00030583524,0.2542977],"study_design_scores_gemma":[0.00031743667,0.000074211006,0.99568063,0.0000069460716,0.0000024956905,2.0536277e-8,0.0002085529,0.0004462909,0.000014311632,0.001733673,0.0014210269,0.000094406285],"about_ca_topic_score_codex":0.005174565,"about_ca_topic_score_gemma":0.0013101953,"teacher_disagreement_score":0.25898662,"about_ca_system_score_codex":0.000052668573,"about_ca_system_score_gemma":0.00010334115,"threshold_uncertainty_score":0.78224295},"labels":[],"label_agreement":null},{"id":"W2043494872","doi":"10.1080/19475705.2013.818066","title":"Estimating spatial disaster risk in urban environments","year":2013,"lang":"en","type":"article","venue":"Geomatics Natural Hazards and Risk","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Resilience (materials science); Vulnerability (computing); Hazard; Disaster risk reduction; Risk analysis (engineering); Risk management; Risk assessment; Emergency management; Environmental planning; Geospatial analysis; Environmental resource management; Spatial planning; Geographic information system; Vulnerability assessment; Population; Computer science; Business; Geography; Psychological resilience; Environmental science; Cartography; Computer security; Environmental health","score_opus":0.0047338760961447715,"score_gpt":0.23808915025219948,"score_spread":0.2333552741560547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043494872","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":[0.9922964,0.00026104806,0.0009365075,0.00016516233,0.00046894012,0.0003643909,0.0000056556714,0.000024638983,0.0054772585],"genre_scores_gemma":[0.99243134,0.00036837798,0.003845185,0.00003837392,0.00018429675,0.000015103123,0.0000036818508,0.000007923362,0.003105733],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99871033,0.0001552951,0.00023282724,0.0002123152,0.00033671292,0.0003525429],"domain_scores_gemma":[0.9995195,0.000088353365,0.0001476873,0.00013891968,0.0000107632695,0.000094754665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003710431,0.0001264866,0.00014947006,0.0000649156,0.00041673065,0.00018981332,0.00018874189,0.00007017361,0.00014799314],"category_scores_gemma":[0.00014776638,0.000094335985,0.000039679067,0.00011686001,0.0002552104,0.00034618462,0.00012140875,0.00021213725,0.00010520376],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073627943,0.00008427864,0.36220092,0.000032086944,0.000036663925,0.000005050114,0.029453328,0.00026210604,0.000023175917,0.0006700804,0.0017909955,0.60543394],"study_design_scores_gemma":[0.0008923341,0.00006271268,0.74903345,0.00010739322,0.0000769327,6.92363e-7,0.0106974095,0.22059265,0.000009926168,0.010549481,0.0074777515,0.0004992951],"about_ca_topic_score_codex":0.009891682,"about_ca_topic_score_gemma":0.0024534874,"teacher_disagreement_score":0.6049347,"about_ca_system_score_codex":0.000035046967,"about_ca_system_score_gemma":0.000014974829,"threshold_uncertainty_score":0.99670154},"labels":[],"label_agreement":null},{"id":"W2044306806","doi":"10.1891/1933-3196.2.2.74","title":"EMDR Treatment of Recent Events and Community Disasters","year":2008,"lang":"en","type":"article","venue":"Journal of EMDR Practice and Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; London Health Sciences Centre; Western University","funders":"","keywords":"Psychology; History","score_opus":0.2820176256345568,"score_gpt":0.5028533502699598,"score_spread":0.22083572463540302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044306806","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":[0.95325345,0.0010962242,0.0000074913614,0.008102149,0.00011004526,0.0001425261,7.1656996e-7,0.0000020431125,0.03728537],"genre_scores_gemma":[0.92086345,0.076327994,0.00019037286,0.000034143755,0.00009982572,0.000001272068,2.3030614e-7,0.000003613704,0.0024791043],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667656,0.002014353,0.00023724619,0.00007056517,0.0007852991,0.00021595269],"domain_scores_gemma":[0.997756,0.0013414854,0.00020755857,0.00011529464,0.00042028906,0.00015935382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038341223,0.000057830974,0.00015721911,0.00016080629,0.0009796182,0.000046223377,0.00018849374,0.000041745545,0.000042852473],"category_scores_gemma":[0.0012757742,0.000039566206,0.000035465677,0.00027317693,0.0006805929,0.00067239156,0.000084880856,0.0003377998,0.0000029523046],"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":[0.0022731652,0.0074265045,0.07455636,0.00017547372,0.0006203049,0.00046243292,0.5655666,0.000014837968,0.0011830517,0.0031393142,0.0070531517,0.3375288],"study_design_scores_gemma":[0.0015976223,0.0032573238,0.036490124,0.00010428704,0.00007707857,0.000119828444,0.33340922,0.000007076491,0.0001841173,0.0013860418,0.6232417,0.00012552552],"about_ca_topic_score_codex":0.0010428624,"about_ca_topic_score_gemma":0.00022311576,"teacher_disagreement_score":0.6161886,"about_ca_system_score_codex":0.00006186788,"about_ca_system_score_gemma":0.00015874079,"threshold_uncertainty_score":0.75345296},"labels":[],"label_agreement":null},{"id":"W2044480736","doi":"10.1515/1944-4079.1084","title":"The Importance of Effect Measure Modification When Using Demographic Variables to Predict Evacuation","year":2012,"lang":"en","type":"article","venue":"Risk Hazards & Crisis in Public Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"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":"Demography; Marital status; Census; Geography; Psychosocial; Population; Ethnic group; Psychology; Sociology","score_opus":0.03083026793553082,"score_gpt":0.3390965749844346,"score_spread":0.30826630704890373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044480736","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":[0.9668234,0.00075365097,0.0042021857,0.0053497637,0.0003520931,0.000858633,0.000014207065,0.000068141315,0.021577926],"genre_scores_gemma":[0.99854183,0.00029790992,0.00043347923,0.0001331846,0.00039133045,0.00006400181,0.0000028588768,0.0000117103,0.00012366942],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719507,0.00083547115,0.00036318184,0.00022363225,0.00076196954,0.0006206861],"domain_scores_gemma":[0.9987711,0.00023185369,0.00026388236,0.00040756637,0.0001430121,0.00018263892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006149893,0.0001309555,0.00017730027,0.0004328004,0.0005688797,0.00018200529,0.0006047131,0.000100234894,0.000017831406],"category_scores_gemma":[0.0023506104,0.00009747073,0.000081873695,0.0016831593,0.00019558279,0.0008098242,0.00009825222,0.00012699369,0.000006698478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025384214,0.00008478717,0.833798,0.000019565128,0.000043966877,1.1698058e-7,0.009965025,0.000091873575,0.00010181199,0.10775544,0.003577456,0.04453657],"study_design_scores_gemma":[0.0009237727,0.00016721904,0.83950126,0.00012981657,0.00022997506,9.674258e-7,0.01260563,0.0043403823,0.00021818558,0.040755603,0.10046427,0.0006629029],"about_ca_topic_score_codex":0.008426624,"about_ca_topic_score_gemma":0.0024986856,"teacher_disagreement_score":0.09688681,"about_ca_system_score_codex":0.00020491314,"about_ca_system_score_gemma":0.00029116677,"threshold_uncertainty_score":0.99817634},"labels":[],"label_agreement":null},{"id":"W2045390171","doi":"10.5539/ass.v11n12p281","title":"Women Adaptive Capacity in Post Disaster Recovery in Indonesia","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Gadjah Mada","keywords":"Livelihood; Coping (psychology); Business; Social capital; Vulnerability (computing); Disaster recovery; Disaster research; Adaptive strategies; Competence (human resources); Business continuity; Economic growth; Sustainable development; Adaptive capacity; Political science; Sociology; Computer security; Psychology; Computer science; Economics; Geography; Social psychology; Management; Climate change; Social science","score_opus":0.04785511923288016,"score_gpt":0.28549627386798265,"score_spread":0.2376411546351025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045390171","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":[0.53253686,0.000003990169,0.0000150661845,0.0011191145,0.00021989307,0.00015481446,0.000001756846,0.000017234574,0.46593127],"genre_scores_gemma":[0.9984311,0.000002678613,0.000060348215,0.00026497224,0.00013394347,0.000025578716,5.4275563e-7,0.0000049042033,0.0010759383],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99756193,0.0002137783,0.00019898379,0.000375263,0.0008584293,0.0007916384],"domain_scores_gemma":[0.99945635,0.00002968631,0.000075992684,0.000115775125,0.0000919594,0.00023022937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023866624,0.00010669691,0.00016329785,0.000273271,0.0003736263,0.00019777223,0.0007475741,0.00007763713,0.000041850144],"category_scores_gemma":[0.00024094988,0.00010430657,0.000029970064,0.0023701154,0.001938587,0.0014299952,0.00016681552,0.00015679825,0.00007173009],"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":[0.00008984888,0.00020572585,0.06688003,0.000004776139,0.000003900753,0.00003048146,0.60570574,0.0000026435803,0.000066944034,0.12273404,0.000447313,0.20382854],"study_design_scores_gemma":[0.00042007372,0.000076085584,0.5756006,0.000017328292,0.0000015732436,2.512825e-7,0.40929514,0.000013320436,0.000006650528,0.012741522,0.0015957715,0.00023169047],"about_ca_topic_score_codex":0.003021847,"about_ca_topic_score_gemma":0.017123714,"teacher_disagreement_score":0.5087206,"about_ca_system_score_codex":0.0013068873,"about_ca_system_score_gemma":0.00056966057,"threshold_uncertainty_score":0.9555435},"labels":[],"label_agreement":null},{"id":"W2045616547","doi":"10.1007/s10869-005-6983-z","title":"Employer Treatment of Employees During a Community Crisis: The Role of Procedural and Distributive Justice","year":2005,"lang":"en","type":"article","venue":"Journal of Business and Psychology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Bishop's University","funders":"","keywords":"Procedural justice; Interactional justice; Distributive justice; Psychology; Job satisfaction; Social psychology; Organizational commitment; Organizational justice; Industrial and organizational psychology; Economic Justice; Perception; Political science","score_opus":0.026709650033244187,"score_gpt":0.33897518765049794,"score_spread":0.31226553761725373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045616547","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":[0.9930064,0.0015722612,0.000035565725,0.003733554,0.00007726308,0.00006598076,0.000002931842,0.0000019742529,0.0015040883],"genre_scores_gemma":[0.9979932,0.001721542,0.00004817614,0.000066182896,0.00011237728,0.0000012808589,2.0557604e-7,0.0000022542813,0.000054793447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993938,0.00014021501,0.00021018107,0.000048454895,0.00010647833,0.00010085881],"domain_scores_gemma":[0.99942553,0.00006779336,0.00024056605,0.00007356185,0.0001600349,0.000032519758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023976313,0.000056119377,0.00016715778,0.000046761303,0.00022053442,0.000016524928,0.00013148383,0.000032382486,0.000011463941],"category_scores_gemma":[0.00003597927,0.00003267719,0.0000343211,0.00014462021,0.00034560857,0.00013912554,0.00002429872,0.000061933606,2.0778411e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002270864,0.0050387564,0.43485352,0.00050415535,0.0008511936,0.0000244921,0.35233846,0.00012310795,0.005593714,0.01008575,0.0033067751,0.18500921],"study_design_scores_gemma":[0.00090881897,0.0003751594,0.9273669,0.000052715648,0.0002088675,0.000022127982,0.057933073,0.0000025731615,0.00018414325,0.0015153651,0.011361359,0.00006888782],"about_ca_topic_score_codex":0.00025720772,"about_ca_topic_score_gemma":0.00035771323,"teacher_disagreement_score":0.4925134,"about_ca_system_score_codex":0.000010513178,"about_ca_system_score_gemma":0.000021390364,"threshold_uncertainty_score":0.16961949},"labels":[],"label_agreement":null},{"id":"W2046009370","doi":"10.1007/s11069-014-1240-2","title":"A multi-criteria evaluation model of earthquake vulnerability in Victoria, British Columbia","year":2014,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Vulnerability (computing); Natural hazard; Vulnerability assessment; Social vulnerability; Geography; Vulnerability index; Population; Geographic information system; Disadvantaged; Environmental resource management; Cartography; Computer security; Computer science; Environmental science; Environmental health; Geology; Political science; Psychological resilience; Psychology; Medicine","score_opus":0.02599893498038362,"score_gpt":0.331645273239295,"score_spread":0.30564633825891135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046009370","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":[0.9871033,0.000080433514,0.00016560873,0.0001125964,0.00068980386,0.00037551072,0.0000059690306,0.000029231558,0.011437582],"genre_scores_gemma":[0.9947941,0.000010989772,0.001029012,0.000051338113,0.000096648924,0.000018223607,0.00000605414,0.000004799764,0.0039888616],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982687,0.00038949092,0.00022766474,0.00023676241,0.0006490064,0.00022836657],"domain_scores_gemma":[0.99947023,0.0000508315,0.00007044231,0.00015221286,0.00020675127,0.00004954838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022778574,0.000056956495,0.00015348154,0.00003486255,0.00015256948,0.00017990216,0.00024169798,0.000084738305,0.00024420017],"category_scores_gemma":[0.00067830196,0.00007809827,0.000053622534,0.00026187196,0.00020054821,0.00029880618,0.000051601335,0.00012671028,0.000006095143],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043725922,0.00050627324,0.077401035,0.00012017622,0.000021895223,0.0000020227712,0.015203342,0.0017019967,0.0032811929,0.0012008656,0.0059924866,0.894525],"study_design_scores_gemma":[0.0011752249,0.000035050783,0.4272199,0.000072267634,0.00001932276,1.7114706e-7,0.00086016004,0.5627666,0.00002086187,0.004200395,0.0034152535,0.00021478761],"about_ca_topic_score_codex":0.026885333,"about_ca_topic_score_gemma":0.4552458,"teacher_disagreement_score":0.8943102,"about_ca_system_score_codex":0.000083442465,"about_ca_system_score_gemma":0.000108101216,"threshold_uncertainty_score":0.9795947},"labels":[],"label_agreement":null},{"id":"W2047577303","doi":"10.1093/rpd/ncp075","title":"Putting the puzzle together: reducing vulnerability through people-focused planning","year":2009,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Emergency management; Work (physics); Disadvantaged; Business; Environmental planning; Emergency planning; Disaster planning; Risk analysis (engineering); Public relations; Computer security; Medical emergency; Computer science; Political science; Medicine; Suicide prevention; Poison control; Engineering; Geography","score_opus":0.031654929760510625,"score_gpt":0.3245826188115484,"score_spread":0.2929276890510377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047577303","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":[0.7842249,0.0006458434,0.08110043,0.024299188,0.0017768524,0.0028119893,0.0000016996813,0.000811002,0.104328066],"genre_scores_gemma":[0.9972195,0.000019525569,0.0005417357,0.0003385309,0.00047713149,0.00003746501,0.0000016143306,0.0000070664387,0.0013574044],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983344,0.0004220703,0.00023807058,0.00028692416,0.00042850224,0.00029004147],"domain_scores_gemma":[0.9993877,0.00011012699,0.00018198285,0.00022855417,0.000043397908,0.00004825055],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014436436,0.000106370186,0.00010837501,0.00007635801,0.0018574325,0.00025803308,0.00024908548,0.00008985077,0.0001395864],"category_scores_gemma":[0.0005365309,0.00008458358,0.00006742738,0.0009418113,0.000086769935,0.0006962753,0.000022009517,0.00022812528,0.00003656034],"study_design_candidate":"design_other","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":[0.00004235766,0.00016878056,0.011933231,0.000030859184,0.00003794656,0.0000014073703,0.08799552,0.005079861,0.0032104745,0.012100603,0.001551784,0.8778472],"study_design_scores_gemma":[0.002073186,0.00045881452,0.6174143,0.00023707627,0.00014158395,0.000005593545,0.040318727,0.010833314,0.014727603,0.050591227,0.26194063,0.0012579325],"about_ca_topic_score_codex":0.0008191709,"about_ca_topic_score_gemma":0.000087252956,"teacher_disagreement_score":0.87658924,"about_ca_system_score_codex":0.0001515627,"about_ca_system_score_gemma":0.000043873526,"threshold_uncertainty_score":0.99944204},"labels":[],"label_agreement":null},{"id":"W2048353853","doi":"10.1017/s1537592710003294","title":"Between Market and State: Directions in Social Science Research on Disaster","year":2011,"lang":"en","type":"article","venue":"Perspectives on Politics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Terrorism; Quarter (Canadian coin); Political science; State (computer science); Politics; Accountability; Storm; Publishing; Economic history; History; Development economics; Geography; Law; Meteorology; Economics; Archaeology","score_opus":0.11734908886417855,"score_gpt":0.4251646265131892,"score_spread":0.30781553764901065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048353853","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":[0.41781244,0.000015922187,0.0000032502357,0.00040657967,0.000053692307,0.00012085532,0.0000059239605,0.000019124293,0.5815622],"genre_scores_gemma":[0.98567206,0.00007504485,0.00003626645,0.000047559744,0.00020822298,0.000010116698,1.9201077e-7,0.000006910568,0.013943618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99803305,0.00026055658,0.00010586726,0.00035158655,0.0006360422,0.00061292853],"domain_scores_gemma":[0.9993987,0.00020012721,0.000024781695,0.00012878103,0.00011246151,0.00013512437],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013005274,0.00008119436,0.00009812556,0.00049158145,0.00120317,0.00013798715,0.00030179872,0.000037505775,0.00012238181],"category_scores_gemma":[0.00026072175,0.00007487293,0.000022093729,0.0008303793,0.0031930318,0.00024968042,0.00011045256,0.00022541979,0.00003292494],"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":[0.000015330204,0.00015549539,0.018646955,0.0000043592645,0.000005122155,0.0000030354458,0.26432586,7.688928e-8,0.0000039066945,0.7142325,0.00055120065,0.0020561472],"study_design_scores_gemma":[0.00016723483,0.0001350113,0.5931404,0.00002316137,0.0000041603735,8.341258e-8,0.35713533,0.00000481503,0.000035265555,0.042923912,0.006293132,0.00013748962],"about_ca_topic_score_codex":0.0011076657,"about_ca_topic_score_gemma":0.00025296168,"teacher_disagreement_score":0.6713086,"about_ca_system_score_codex":0.00031064148,"about_ca_system_score_gemma":0.000110885725,"threshold_uncertainty_score":0.9995197},"labels":[],"label_agreement":null},{"id":"W2048865951","doi":"10.4000/vertigo.12009","title":"Les dimensions spatiales et territoriales de la gestion de crise à Lima","year":2012,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.03156675049185935,"score_gpt":0.3270372310362854,"score_spread":0.29547048054442604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048865951","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":[0.91724735,0.0069078477,0.002204012,0.010119472,0.004942502,0.00017006553,0.000009322336,0.000092283815,0.05830711],"genre_scores_gemma":[0.9845117,0.0018054942,0.0019715354,0.0002241967,0.0018844835,0.000012189962,0.0000037991301,0.000013798989,0.0095728515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979711,0.00090592547,0.00014820139,0.000156109,0.00025913707,0.0005595148],"domain_scores_gemma":[0.99918073,0.00036744185,0.000060720515,0.00014052517,0.000024652834,0.00022590959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082498393,0.0001307162,0.000116368166,0.000053078307,0.00038543905,0.00012356289,0.00021146047,0.00020271742,0.00023011684],"category_scores_gemma":[0.0003030752,0.00012591867,0.000078379526,0.0001780005,0.0006362201,0.00051753933,0.00009699318,0.00017017747,0.0001470414],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019632296,0.0004597897,0.35174704,0.00006067511,0.000032461016,0.000009657153,0.03369156,0.000093940005,0.0014642396,0.5529785,0.03345786,0.025984637],"study_design_scores_gemma":[0.00019587646,0.000044024255,0.18792555,0.00019095931,0.000109119705,0.0000026159435,0.0037851073,0.0002125103,0.00030806303,0.0047757644,0.8022186,0.00023181882],"about_ca_topic_score_codex":0.007601078,"about_ca_topic_score_gemma":0.0016677503,"teacher_disagreement_score":0.76876074,"about_ca_system_score_codex":0.0001688067,"about_ca_system_score_gemma":0.00009841859,"threshold_uncertainty_score":0.9990074},"labels":[],"label_agreement":null},{"id":"W2049417453","doi":"10.1007/s11069-006-0020-z","title":"The need for an integrative scientific and societal approach to natural hazards","year":2006,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Natural hazard; Natural (archaeology); Environmental planning; Environmental resource management; Environmental science; Geography","score_opus":0.013133906390160564,"score_gpt":0.3059926853241359,"score_spread":0.2928587789339754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049417453","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":[0.8903061,0.0019210251,0.0005845858,0.004049716,0.0038339677,0.001756872,0.000027954078,0.0001809112,0.09733885],"genre_scores_gemma":[0.9426766,0.00000799408,0.0013429701,0.00017999059,0.0004253227,0.000053499247,0.000031294247,0.000009935169,0.05527238],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816513,0.000112252856,0.00017009389,0.00043079906,0.0006016741,0.0005200248],"domain_scores_gemma":[0.9993161,0.000112922324,0.00006148645,0.00019309373,0.0002090389,0.00010738287],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010073751,0.00016482806,0.00014803006,0.00007355868,0.002463216,0.0011920701,0.00057351694,0.00008034064,0.0000035103642],"category_scores_gemma":[0.00014687964,0.00009830594,0.000108698696,0.00052468816,0.0010502357,0.000534625,0.000116203555,0.00020687429,0.0000066769835],"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":[0.00019306706,0.00021522808,0.0004664518,0.00003856268,0.00006605502,0.0000014117657,0.03164257,0.00003433181,0.0023840326,0.4053969,0.23743612,0.32212526],"study_design_scores_gemma":[0.0014520026,0.00030779117,0.01412079,0.00005876295,0.00009880735,0.0000032615533,0.110548966,0.023857659,0.0006285703,0.023994233,0.82379556,0.0011335692],"about_ca_topic_score_codex":0.0004081772,"about_ca_topic_score_gemma":0.003406452,"teacher_disagreement_score":0.5863595,"about_ca_system_score_codex":0.00008910644,"about_ca_system_score_gemma":0.00013128023,"threshold_uncertainty_score":0.9998448},"labels":[],"label_agreement":null},{"id":"W2049551074","doi":"10.2202/1948-4682.1144","title":"A Review of Hurricane Disaster Planning for the Elderly","year":2011,"lang":"en","type":"review","venue":"World Medical & Health Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":29,"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","funders":"","keywords":"Hurricane katrina; Emergency management; Disaster planning; Gerontology; Medical emergency; Medicine; Suicide prevention; Environmental planning; Poison control; Natural disaster; Geography; Political science","score_opus":0.15034082292649387,"score_gpt":0.5256939743674396,"score_spread":0.3753531514409457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049551074","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.5282447e-8,0.9297329,0.00010013636,0.02215812,0.0004400909,0.002330372,0.000016173753,0.00003094368,0.04519125],"genre_scores_gemma":[8.1271094e-7,0.97091967,0.000065162385,0.01380676,0.0015473245,0.00033004812,0.0000139543345,0.000024702847,0.013291574],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965065,0.00061644235,0.0010356233,0.0003233001,0.000740931,0.0007771804],"domain_scores_gemma":[0.997014,0.0011519083,0.00079522026,0.00042925894,0.00005343579,0.00055618864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035050402,0.0002503479,0.0014327473,0.00023276916,0.00042172,0.000021300955,0.0012866044,0.00012953936,0.0006423258],"category_scores_gemma":[0.0016866758,0.00014147093,0.00046284447,0.0011917846,0.00072911644,0.00005498722,0.00016254594,0.000405706,0.000042834778],"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":[0.0000011483719,0.000025245683,5.0978616e-7,0.09123694,0.000028219458,6.290389e-7,0.0013279901,3.0086784e-9,6.334886e-11,0.029880125,0.11144796,0.76605123],"study_design_scores_gemma":[0.00006680174,0.000064082626,9.923126e-7,0.16536511,0.00013898117,7.981686e-7,0.00021407253,2.889587e-7,3.787108e-10,0.0001567343,0.8338849,0.000107247746],"about_ca_topic_score_codex":0.0040957597,"about_ca_topic_score_gemma":0.0014814745,"teacher_disagreement_score":0.765944,"about_ca_system_score_codex":0.00014810619,"about_ca_system_score_gemma":0.0041517466,"threshold_uncertainty_score":0.736502},"labels":[],"label_agreement":null},{"id":"W2050890671","doi":"10.1111/j.1470-9856.2011.00607.x","title":"National and Local Vulnerability to Climate‐Related Disasters in Latin America: The Role of Social Asset‐Based Adaptation","year":2011,"lang":"en","type":"article","venue":"Bulletin of Latin American Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada","funders":"","keywords":"Social vulnerability; Natural disaster; Vulnerability (computing); Latin Americans; Natural hazard; Development economics; Social capital; Blame; Reinsurance; Per capita; Disaster risk reduction; Geography; Economic growth; Economics; Political science; Sociology; Population; Actuarial science; Psychological resilience; Demography","score_opus":0.06906688182361174,"score_gpt":0.3627725730684046,"score_spread":0.29370569124479284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050890671","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":[0.85067385,0.00001931117,0.00018520062,0.004144736,0.000021187623,0.00053536607,0.000013310984,0.000014999125,0.14439206],"genre_scores_gemma":[0.99834985,0.000008736124,0.0011421279,0.000075989985,0.000016096561,0.000038725942,0.0000039360934,0.0000072321536,0.0003573385],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99696916,0.0010730529,0.00034023044,0.00024088424,0.0010205966,0.00035608583],"domain_scores_gemma":[0.9986727,0.0007314029,0.00016005192,0.000114153074,0.00025054216,0.00007110769],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027127296,0.000079394624,0.00018788171,0.00018440271,0.0002694537,0.000023660265,0.00032138536,0.000037538128,0.00061370805],"category_scores_gemma":[0.0006463328,0.00006413491,0.000039740116,0.0010258746,0.0032389928,0.000030175703,0.00014201457,0.00019965951,0.00003575686],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011202672,0.0012368573,0.17583416,0.00012397538,0.00006594483,0.0000049734986,0.32963043,0.0019690404,0.00074638595,0.08723109,0.0049038394,0.39713302],"study_design_scores_gemma":[0.00044563404,0.0004013859,0.5967276,0.000047244703,0.000007996071,5.7894987e-8,0.3720021,0.003980891,0.000145045,0.0015602423,0.024499567,0.00018219302],"about_ca_topic_score_codex":0.012052865,"about_ca_topic_score_gemma":0.0009954447,"teacher_disagreement_score":0.42089346,"about_ca_system_score_codex":0.000068406305,"about_ca_system_score_gemma":0.00014235309,"threshold_uncertainty_score":0.99947363},"labels":[],"label_agreement":null},{"id":"W2051037443","doi":"10.1177/0885412210375821","title":"Implementing Natural Hazard Mitigation Provisions: Exploring the Role That Individual Land Use Planners Can Play","year":2010,"lang":"en","type":"article","venue":"Journal of Planning Literature","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"University of British Columbia","funders":"","keywords":"Discretion; Hazard; Land-use planning; Environmental planning; Land use; Set (abstract data type); Natural (archaeology); Business; Risk analysis (engineering); Environmental resource management; Engineering; Computer science; Political science; Civil engineering; Economics; Environmental science; Geography","score_opus":0.029429733911917035,"score_gpt":0.2995792508060068,"score_spread":0.2701495168940897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051037443","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":[0.9954733,0.00040741402,0.000009046722,0.0011971841,0.0015895779,0.00013179592,0.0000150304795,0.00001884129,0.001157788],"genre_scores_gemma":[0.9976347,0.000021066777,0.0005123133,0.0001828269,0.0009538006,0.0000037801467,0.000017796172,0.000008046365,0.000665674],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984804,0.00012444679,0.000246239,0.00012131124,0.00066628255,0.00036131972],"domain_scores_gemma":[0.999122,0.00021843283,0.0003387824,0.00010657092,0.00011699409,0.000097193675],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012441208,0.000114817434,0.00012562828,0.00015559119,0.000809997,0.001417396,0.00045951147,0.00006724671,0.000013600049],"category_scores_gemma":[0.0002828991,0.00006979593,0.00008248414,0.00025542564,0.000094021445,0.0014825561,0.00008093701,0.00082897954,0.0000010243205],"study_design_candidate":"observational","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":[0.000060292703,0.00003210545,0.71513075,0.00001894449,0.0001141179,0.00014363535,0.26201636,0.00012007325,0.0015938721,0.00273952,0.006364441,0.011665897],"study_design_scores_gemma":[0.0007854413,0.00010558888,0.40548968,0.000979902,0.00012101772,0.000077154866,0.079169564,0.00012333653,0.0005456208,0.001191833,0.51101416,0.0003966751],"about_ca_topic_score_codex":0.00004468977,"about_ca_topic_score_gemma":0.0004446203,"teacher_disagreement_score":0.50464976,"about_ca_system_score_codex":0.000019192126,"about_ca_system_score_gemma":0.00007410576,"threshold_uncertainty_score":0.99961925},"labels":[],"label_agreement":null},{"id":"W2051828094","doi":"10.1111/j.1468-5973.2007.00508.x","title":"The Potential Contribution of the Field of Organizational Development to Crisis Management","year":2007,"lang":"en","type":"article","venue":"Journal of Contingencies and Crisis Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Crisis management; Coping (psychology); Field (mathematics); Psychological resilience; Political science; Public relations; Sociology; Psychology; Social psychology","score_opus":0.00430411346035151,"score_gpt":0.26121633620908286,"score_spread":0.2569122227487313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051828094","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":[0.84666437,0.001445042,0.06875576,0.033518136,0.0021744084,0.0012401622,0.0000021968249,0.000016717539,0.046183217],"genre_scores_gemma":[0.9964487,0.0006155498,0.0010232651,0.00051353284,0.00007473619,0.0000020508771,2.3021121e-7,0.0000040202717,0.001317926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818075,0.0000633532,0.0006013532,0.000101844606,0.0008208504,0.0002318532],"domain_scores_gemma":[0.99884945,0.000084988416,0.00049383275,0.00013011399,0.00037879637,0.000062788626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002197011,0.000084967294,0.00015452162,0.00011825437,0.0005036163,0.00007827379,0.00049028185,0.000028909204,0.00003443796],"category_scores_gemma":[0.000087384156,0.000051480874,0.0000856979,0.00041998603,0.00009214173,0.00010480219,0.00028097443,0.000059295613,0.0000013624713],"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":[0.00050992816,0.00054939743,0.029268308,0.00035966482,0.0019278699,0.000053136362,0.028687466,0.00034249536,0.00063960056,0.5279505,0.1758831,0.23382849],"study_design_scores_gemma":[0.00092352985,0.00016977191,0.17273676,0.00021313943,0.0004121979,0.0000025028085,0.24942942,0.000011247266,0.0034833362,0.003439056,0.5689342,0.00024484322],"about_ca_topic_score_codex":0.000037266764,"about_ca_topic_score_gemma":0.00014720098,"teacher_disagreement_score":0.5245115,"about_ca_system_score_codex":0.000044642624,"about_ca_system_score_gemma":0.000025731017,"threshold_uncertainty_score":0.38734603},"labels":[],"label_agreement":null},{"id":"W2052442214","doi":"10.1029/2012eo280001","title":"The International Opportunities Fund for global change research","year":2012,"lang":"en","type":"article","venue":"Eos","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Commission; China; Index (typography); Public administration; Library science; Economic growth; Economics; Law","score_opus":0.6673914654346337,"score_gpt":0.5185792253961489,"score_spread":0.1488122400384848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052442214","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018363545,0.000362631,0.000058565674,0.020798486,0.0016885648,0.0003369683,0.000006156242,0.000021921725,0.9583632],"genre_scores_gemma":[0.92547137,0.00017908664,0.00002780621,0.00019566977,0.0013764247,0.000088405635,0.0000018794956,0.0000017251733,0.07265765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924755,0.00005368403,0.000041202547,0.000047442394,0.00034431196,0.0002657832],"domain_scores_gemma":[0.9997079,0.00011211519,0.000009413471,0.00005880246,0.00005994226,0.000051836512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013042098,0.000022555287,0.000020248934,0.00001386511,0.00061837205,0.00013136854,0.0003349188,0.000015576876,0.000073910815],"category_scores_gemma":[0.00009015618,0.000015257062,0.000018399538,0.0000651862,0.00022352811,0.00024068139,0.00007989674,0.000026049278,0.000038064867],"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":[0.0000062996305,0.00001728393,0.006898145,0.0000020397613,0.000006527839,2.3808116e-7,0.005776299,1.3946291e-8,0.0000011483008,0.8034063,0.06863209,0.11525362],"study_design_scores_gemma":[0.000029246496,0.0000066951598,0.0051910877,0.0000027142044,0.000001163745,4.4055728e-8,0.02485238,0.000007077126,0.0000014938136,0.0029719041,0.9669137,0.00002247639],"about_ca_topic_score_codex":0.00020902949,"about_ca_topic_score_gemma":0.0009143898,"teacher_disagreement_score":0.90710783,"about_ca_system_score_codex":0.000043054777,"about_ca_system_score_gemma":0.000022631653,"threshold_uncertainty_score":0.47560802},"labels":[],"label_agreement":null},{"id":"W2053982745","doi":"10.1080/10888700801925976","title":"How Is Animal Welfare Addressed in Canada's Emergency Response Plans?","year":2008,"lang":"en","type":"article","venue":"Journal of Applied Animal Welfare Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Veterinary Medical Association; Barrie Urology Group; Canadian Medical Association","funders":"","keywords":"Animal welfare; Welfare; Plan (archaeology); Emergency response; Disaster response; Business; Companion animal; Emergency management; Operations management; Political science; Medical emergency; Geography; Medicine; Veterinary medicine; Engineering; Biology; Ecology; Law","score_opus":0.01833432915634734,"score_gpt":0.2623486149685502,"score_spread":0.24401428581220289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053982745","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":[0.9389186,0.00008845618,0.0000051781753,0.03435587,0.00043994075,0.00021239504,0.00001268156,0.000017677188,0.025949217],"genre_scores_gemma":[0.9987294,0.00013173377,0.00017728223,0.00017872301,0.00016768943,0.0000045450274,3.302941e-7,0.000011643195,0.0005986659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9957784,0.000101928825,0.0005650699,0.00041657203,0.0023109138,0.00082715676],"domain_scores_gemma":[0.99851763,0.000047546473,0.00049311516,0.00022769283,0.0002973325,0.0004166906],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016742559,0.00021423858,0.00033740493,0.000455791,0.0015386593,0.00016961693,0.001717288,0.000068895875,0.00046572994],"category_scores_gemma":[0.0002525449,0.00018468074,0.000092705486,0.0020078453,0.0008594552,0.0009353717,0.00016847454,0.00034228736,0.000006823216],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028766295,0.0013557633,0.18116716,0.00027546517,0.00020393905,0.007464033,0.17343265,0.0008337984,0.18980037,0.30631483,0.08474059,0.025645128],"study_design_scores_gemma":[0.00079072744,0.00034883668,0.74813235,0.000040499726,0.000016907372,0.00003447217,0.073284976,0.00009842105,0.0014269609,0.0001264165,0.17521185,0.00048759082],"about_ca_topic_score_codex":0.07217217,"about_ca_topic_score_gemma":0.27933854,"teacher_disagreement_score":0.56696516,"about_ca_system_score_codex":0.00084235833,"about_ca_system_score_gemma":0.0029460858,"threshold_uncertainty_score":0.9997612},"labels":[],"label_agreement":null},{"id":"W2054125671","doi":"10.1108/09653561211256125","title":"Preparedness: the state of the art and future prospects","year":2012,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Preparedness; Resilience (materials science); Context (archaeology); Originality; State (computer science); Emergency management; Risk analysis (engineering); Process management; Engineering ethics; Political science; Engineering; Management science; Knowledge management; Computer science; Business; Sociology; Qualitative research; Social science; Geography","score_opus":0.0124337270573011,"score_gpt":0.30693454216038313,"score_spread":0.294500815103082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054125671","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":[0.9014088,0.00030213225,0.000694307,0.0041296985,0.0028664474,0.00053430087,0.0000025544462,0.000015795764,0.090045996],"genre_scores_gemma":[0.97155446,0.0015470303,0.000117908516,0.00024396005,0.000594661,0.000010364664,0.0000021385385,0.00000450279,0.02592499],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990309,0.00014666565,0.0001557192,0.00008641644,0.00043883064,0.00014145665],"domain_scores_gemma":[0.9996373,0.000008518299,0.00014547748,0.00009309113,0.000053321124,0.00006227349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063018024,0.00006292743,0.000051237363,0.000049202914,0.00028579048,0.00024722627,0.00034965662,0.000013581753,0.00010082135],"category_scores_gemma":[0.0000064158216,0.000035876947,0.000044610726,0.00007215503,0.00018758001,0.00081996835,0.00017790751,0.00006589647,0.0000032894297],"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":[0.00009634701,0.00046654523,0.056307785,0.00005596364,0.00040626872,0.0000037644302,0.14542405,0.00000995989,0.000028308312,0.3694481,0.007641088,0.4201118],"study_design_scores_gemma":[0.0006369127,0.00004333457,0.27672344,0.00010222701,0.000081664584,0.000012619945,0.05392348,0.000046165973,0.000009265933,0.014470527,0.65380615,0.00014422316],"about_ca_topic_score_codex":0.0000061404708,"about_ca_topic_score_gemma":0.00009586005,"teacher_disagreement_score":0.6461651,"about_ca_system_score_codex":0.00002025961,"about_ca_system_score_gemma":0.000009739739,"threshold_uncertainty_score":0.23840086},"labels":[],"label_agreement":null},{"id":"W2055627590","doi":"10.3917/risa.811.0211","title":"La collaboration étendue à la suite des catastrophes du 11 mars au Japon : Implications pour la gestion responsable des catastrophes","year":2015,"lang":"fr","type":"article","venue":"Revue Internationale des Sciences Administratives","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":"École Nationale d'Administration Publique","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.1050827812534974,"score_gpt":0.3625014651137263,"score_spread":0.25741868386022887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055627590","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":[0.835869,0.0015122944,0.0027734914,0.009623427,0.0005133506,0.00038864627,0.00027401172,0.00007472042,0.14897105],"genre_scores_gemma":[0.9359543,0.00105494,0.012099179,0.000030242387,0.0004009919,0.00009346712,0.000060961043,0.00002044201,0.050285503],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9956198,0.0017207605,0.0005566527,0.0007333198,0.0007358732,0.00063362403],"domain_scores_gemma":[0.9965005,0.001694759,0.00043252905,0.00025448296,0.00073493266,0.00038278577],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.002907261,0.0003460228,0.00028401116,0.00029578875,0.0016365288,0.0013069258,0.001127205,0.00019379533,0.00017449091],"category_scores_gemma":[0.0021225763,0.0003441474,0.00012175331,0.001633622,0.014767617,0.0027943682,0.00020274601,0.0002119656,0.00011995642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109455366,0.00096616277,0.19758019,0.00021263806,0.000099488345,0.0000786254,0.07117105,0.0023469077,0.0008769416,0.68442965,0.0031811644,0.038947705],"study_design_scores_gemma":[0.00094367523,0.0009637526,0.50181746,0.0017573994,0.00016898787,0.00033378403,0.15618078,0.0026725533,0.000696162,0.08043635,0.2529918,0.0010372759],"about_ca_topic_score_codex":0.002645269,"about_ca_topic_score_gemma":0.020808432,"teacher_disagreement_score":0.6039933,"about_ca_system_score_codex":0.0009011765,"about_ca_system_score_gemma":0.0023222836,"threshold_uncertainty_score":0.99990106},"labels":[],"label_agreement":null},{"id":"W2056572110","doi":"10.5055/jem.2014.0165","title":"Planning for disaster resilience in rural, remote, and coastal communities: Moving from thought to action","year":2014,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Roads University; Wilfrid Laurier University","funders":"","keywords":"Resilience (materials science); Preparedness; Community resilience; Emergency management; Environmental planning; Environmental resource management; Process management; Process (computing); Disaster response; Disaster recovery; Disaster planning; Business; Computer science; Political science; Geography; Poison control; Human factors and ergonomics; Resource (disambiguation); Environmental science; Medicine","score_opus":0.04587500756680096,"score_gpt":0.35679357525985406,"score_spread":0.3109185676930531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056572110","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":[0.92283124,0.0001240043,0.049130607,0.0012172426,0.0014499429,0.0003884462,0.0000022726542,0.000012877013,0.02484335],"genre_scores_gemma":[0.99124193,0.0006656031,0.003946064,0.00013994747,0.00033105622,0.0000055155124,0.0000015646772,0.000009561294,0.0036587294],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99867785,0.00015981196,0.00042091392,0.000109182954,0.0003696728,0.00026259787],"domain_scores_gemma":[0.99938494,0.00010623681,0.00020947265,0.00014022733,0.00006018404,0.00009893141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010637424,0.00010346683,0.00017006966,0.00022187727,0.00027094907,0.00007761853,0.00038418925,0.00003188159,0.00007122551],"category_scores_gemma":[0.0000780977,0.000092895294,0.000057567122,0.00024718078,0.00005367967,0.000489932,0.00015675557,0.000100366226,0.0000032363093],"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":[0.00091299124,0.0004385987,0.09783894,0.00047494264,0.0002933674,0.000035555222,0.20539096,0.0146394735,0.0008574454,0.026867768,0.045445316,0.6068046],"study_design_scores_gemma":[0.001272682,0.00041910305,0.08456239,0.0009714409,0.00010712682,7.908594e-7,0.6302445,0.0057633696,0.000021829714,0.010814883,0.26535505,0.00046681426],"about_ca_topic_score_codex":0.0008638745,"about_ca_topic_score_gemma":0.004155519,"teacher_disagreement_score":0.60633785,"about_ca_system_score_codex":0.00004327728,"about_ca_system_score_gemma":0.000009098721,"threshold_uncertainty_score":0.37881604},"labels":[],"label_agreement":null},{"id":"W2057887564","doi":"10.1175/2009wcas1018.1","title":"Post Hoc Evaluation of Hazardous Weather: Snowstorms in the Montréal, Québec, Area in March 2008","year":2009,"lang":"en","type":"article","venue":"Weather Climate and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Winter storm; Storm; Closure (psychology); Meteorology; Hazardous waste; Relevance (law); Climate change; Severe weather; Environmental science; Perception; Environmental resource management; Geography; Engineering; Political science; Psychology; Ecology","score_opus":0.0233831721028941,"score_gpt":0.2934189906150947,"score_spread":0.2700358185122006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057887564","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":[0.9534786,0.0026087137,0.000003721104,0.005290829,0.000038694932,0.0004161939,0.000004240516,0.000012860887,0.038146198],"genre_scores_gemma":[0.99462265,0.004230339,0.000041939435,0.0005671031,0.000032571064,0.000015869897,0.0000026704188,0.000004312789,0.0004825207],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986387,0.00020217717,0.00018812547,0.00017334172,0.00052457856,0.00027310973],"domain_scores_gemma":[0.99964434,0.00006108929,0.00006342093,0.00014740715,0.000056211677,0.000027542095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023609498,0.0000892195,0.00013585287,0.000033253098,0.00019062145,0.00005215902,0.00021810028,0.0000725888,0.00008425633],"category_scores_gemma":[0.000028619139,0.00006000124,0.00007979826,0.0002452289,0.00019360393,0.0001643524,0.000027587626,0.000097531796,0.000006354411],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008574612,0.0007387719,0.09021591,0.00005157936,0.00003384511,0.000007333193,0.77659535,0.00014875829,0.00073579454,0.0059276535,0.00833318,0.11712606],"study_design_scores_gemma":[0.0018379574,0.00024615892,0.5587841,0.00011166408,0.000072015486,0.0000010116415,0.4086182,0.002478189,0.000011097115,0.0034852098,0.02402991,0.0003244466],"about_ca_topic_score_codex":0.013658715,"about_ca_topic_score_gemma":0.048779696,"teacher_disagreement_score":0.4685682,"about_ca_system_score_codex":0.00007923852,"about_ca_system_score_gemma":0.00008432898,"threshold_uncertainty_score":0.99290943},"labels":[],"label_agreement":null},{"id":"W2058712644","doi":"10.4000/vertigo.15164","title":"La perception du risque et l'engagement dans des stratégies d'adaptation aux changements climatiques dans deux communautés côtières de la péninsule acadienne","year":2014,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03466317823404882,"score_gpt":0.31745945063270037,"score_spread":0.28279627239865157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058712644","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":[0.7661486,0.00033938012,0.037519228,0.0018749844,0.00037517335,0.00032457837,0.000012754935,0.00013768411,0.19326758],"genre_scores_gemma":[0.98460966,0.0049073347,0.0048742145,0.0003230494,0.00020013002,0.000079443205,0.000031116455,0.000030930074,0.0049440963],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99405843,0.0041137543,0.00035926804,0.00036645416,0.00046951335,0.0006325816],"domain_scores_gemma":[0.9988533,0.0004308508,0.00017134011,0.0003006357,0.000083913976,0.00015993541],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030951675,0.00028779267,0.00024020804,0.00012642573,0.0011220892,0.0004405291,0.00062140834,0.00024094002,0.00032292918],"category_scores_gemma":[0.00026921122,0.00028703504,0.00012250358,0.00036683388,0.0015814896,0.0010521373,0.00026814998,0.0003520067,0.00013370032],"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":[0.000036272333,0.0006487688,0.09807635,0.00033015173,0.00012284167,0.000010848139,0.52254194,0.0020785648,0.002282609,0.31866938,0.0032461032,0.0519562],"study_design_scores_gemma":[0.0006936543,0.00031891098,0.6062298,0.0004923345,0.0002128287,0.000002569155,0.23220623,0.027033977,0.00026300692,0.016535321,0.115483366,0.0005280168],"about_ca_topic_score_codex":0.005059171,"about_ca_topic_score_gemma":0.017372508,"teacher_disagreement_score":0.50815344,"about_ca_system_score_codex":0.0004691942,"about_ca_system_score_gemma":0.00008504569,"threshold_uncertainty_score":0.99995816},"labels":[],"label_agreement":null},{"id":"W2060423712","doi":"10.1016/j.gloenvcha.2009.11.005","title":"Climatic natural disasters, political risk, and international trade","year":2009,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":155,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Ceteris paribus; Natural disaster; Economics; Gravity model of trade; Globalization; Politics; Robustness (evolution); Climate change; International economics; International trade; Development economics; Geography; Microeconomics; Political science; Market economy","score_opus":0.018371158668733425,"score_gpt":0.28429906628347895,"score_spread":0.26592790761474555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060423712","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":[0.9172092,0.00046183853,0.00002233615,0.012006407,0.0005721692,0.00030354588,0.00009653129,0.00004885978,0.06927909],"genre_scores_gemma":[0.997823,0.00021107776,0.00008297444,0.0012717998,0.00025206857,0.0000043513687,0.000017139218,0.0000022055322,0.00033535977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909025,0.000055344353,0.00009023922,0.00017796156,0.00027178085,0.00031443304],"domain_scores_gemma":[0.99975115,0.000011676004,0.000033125165,0.00006847236,4.179867e-7,0.00013516798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009144714,0.00008705361,0.00007146175,0.000016439686,0.00017851619,0.00006728166,0.00017869323,0.000036308607,0.00011539466],"category_scores_gemma":[0.000011273607,0.00007935458,0.000035806817,0.000047052046,0.00029125292,0.00029366478,0.0000639336,0.000063031286,0.000038743376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007228525,0.0005642138,0.39148584,0.000013846594,0.000051362513,0.000037856997,0.014598766,0.0000014524819,0.0000690653,0.2605425,0.001809143,0.33075368],"study_design_scores_gemma":[0.00039482498,0.0000740974,0.9483918,0.0000150025535,0.000027403756,0.0000040718783,0.012605141,0.00021480113,0.0000031462378,0.0057860813,0.032281943,0.00020172047],"about_ca_topic_score_codex":0.00017939092,"about_ca_topic_score_gemma":0.00007254974,"teacher_disagreement_score":0.5569059,"about_ca_system_score_codex":0.00016826288,"about_ca_system_score_gemma":0.0000025846625,"threshold_uncertainty_score":0.32359856},"labels":[],"label_agreement":null},{"id":"W2063185331","doi":"10.1080/13664530400200222","title":"Crisis management in a primary school","year":2004,"lang":"en","type":"article","venue":"Teacher Development","topic":"Disaster Management and Resilience","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":"Queen's University","funders":"","keywords":"Crisis management; Headline; Plan (archaeology); Face (sociological concept); Public relations; Crisis intervention; Psychology; Emergency management; Medical education; Political science; Pedagogy; Sociology; Medicine; Business; Social psychology; Advertising; History; Social science; Law","score_opus":0.018977183659455988,"score_gpt":0.27958269154468013,"score_spread":0.26060550788522413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063185331","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":[0.32440338,0.00009170747,0.00057253236,0.0024425988,0.00015585074,0.00041306193,7.772473e-8,0.00010473694,0.67181605],"genre_scores_gemma":[0.9496629,0.000096198964,0.011373765,0.0009801795,0.0000536711,0.00009970145,0.0000029618554,0.000010803407,0.037719812],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986997,0.000047666912,0.00020319418,0.00024659457,0.00044175133,0.00036108302],"domain_scores_gemma":[0.99970686,0.000004586218,0.00003438681,0.00013490881,0.0000125986035,0.000106667554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060875993,0.000099224504,0.0000988336,0.00015315603,0.0001831226,0.00007178068,0.0003246151,0.000041459374,0.0003709197],"category_scores_gemma":[0.000010017356,0.00009523784,0.000024071102,0.00035233187,0.00006000483,0.0001856067,0.00013541084,0.00009361725,0.00058519375],"study_design_candidate":"observational","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":[0.0000836054,0.0022429444,0.0887289,0.00023100796,0.00028032792,0.00041541096,0.27853987,0.00036508963,0.000058802005,0.12407032,0.038128573,0.46685517],"study_design_scores_gemma":[0.0012274268,0.00001170102,0.49056974,0.00009243077,0.000012579945,3.0743809e-7,0.03746861,9.03668e-7,0.000042903488,0.003997291,0.466165,0.00041108762],"about_ca_topic_score_codex":0.00033034966,"about_ca_topic_score_gemma":0.00072987936,"teacher_disagreement_score":0.63409626,"about_ca_system_score_codex":0.0007425429,"about_ca_system_score_gemma":0.00018666526,"threshold_uncertainty_score":0.7521677},"labels":[],"label_agreement":null},{"id":"W2064329549","doi":"10.1111/j.1541-0064.2009.00270.x","title":"Fringe explosions: risk and vulnerability in Canada's new in‐between urban landscape","year":2009,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Vulnerability (computing); Urbanization; Geography; Archetype; Service (business); Space (punctuation); Urban landscape; Environmental planning; Economic growth; Economy","score_opus":0.01056850644543873,"score_gpt":0.21640062773022792,"score_spread":0.2058321212847892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064329549","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":[0.9815275,0.0031038146,8.5333966e-7,0.0034285113,0.00026961157,0.00047489058,0.000057973182,0.000053429623,0.011083385],"genre_scores_gemma":[0.9953556,0.0037101025,0.000040481507,0.00042297188,0.00015396948,0.000020176036,0.000014935812,0.000014034121,0.0002677203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969501,0.00023072344,0.0004270437,0.00060754624,0.00033790493,0.0014467184],"domain_scores_gemma":[0.9977528,0.00019769269,0.00010345339,0.0003682406,0.000049086324,0.0015287664],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005623154,0.00030294622,0.00040410797,0.0029155735,0.0006832532,0.00015695914,0.0005708352,0.00013522383,0.000054406282],"category_scores_gemma":[0.000258871,0.00032178315,0.00008745419,0.0051233126,0.0006549332,0.00040831027,0.000037771202,0.00035100183,0.0000015842422],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005456022,0.000008871373,0.9476863,0.000008705734,0.000013076438,0.000062035055,0.0051946635,0.0000123772015,3.7507783e-7,0.003208854,0.007843069,0.035956174],"study_design_scores_gemma":[0.00031693128,0.00004127727,0.90879077,0.000061079925,0.000019140361,6.3235126e-7,0.035105977,0.000007720937,5.8911934e-7,0.0034426032,0.05182949,0.0003838173],"about_ca_topic_score_codex":0.9997629,"about_ca_topic_score_gemma":0.99999917,"teacher_disagreement_score":0.04398642,"about_ca_system_score_codex":0.00037250711,"about_ca_system_score_gemma":0.0016263922,"threshold_uncertainty_score":0.9999234},"labels":[],"label_agreement":null},{"id":"W2064476099","doi":"10.1177/0020702014562595","title":"From disaster relief to development assistance: Why simple solutions don’t work","year":2014,"lang":"en","type":"article","venue":"International Journal Canada s Journal of Global Policy Analysis","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Harm; Work (physics); Political science; Humanitarian aid; Public relations; Public administration; Law and economics; Sociology; Engineering ethics; Law; Engineering","score_opus":0.012797265549652308,"score_gpt":0.307513757473439,"score_spread":0.2947164919237867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064476099","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":[0.5225504,0.00052513764,0.14280556,0.3029057,0.0043743677,0.00015386312,0.000119669065,0.000024205157,0.026541086],"genre_scores_gemma":[0.9887935,0.000044422482,0.0013119346,0.006309229,0.0028566818,0.0000011668034,0.0000060995794,0.0000067421524,0.00067021383],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99572307,0.00028163788,0.00085836573,0.00018877297,0.0024551905,0.0004929536],"domain_scores_gemma":[0.99740565,0.00012394266,0.0007016511,0.0001526716,0.0009459192,0.0006701699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010692255,0.00017301517,0.0003507129,0.00042189003,0.00056086236,0.00056386663,0.0014525361,0.00005835545,0.0005937009],"category_scores_gemma":[0.0007343473,0.00014985332,0.00031657872,0.0016516972,0.000105137,0.00043477953,0.00014884346,0.00023766994,0.000010998045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002722916,0.00017415617,0.062104516,0.000002556133,0.005223674,0.00019852356,0.0034111114,0.019468749,0.000011806826,0.0053733047,0.86590666,0.037852634],"study_design_scores_gemma":[0.00031131197,0.000025453402,0.05914748,0.000050184146,0.00031591565,0.000009789608,0.002623805,0.000044384036,0.0000035951236,0.0034940417,0.9337745,0.00019959007],"about_ca_topic_score_codex":0.4379111,"about_ca_topic_score_gemma":0.91178507,"teacher_disagreement_score":0.47387397,"about_ca_system_score_codex":0.00282154,"about_ca_system_score_gemma":0.0021228269,"threshold_uncertainty_score":0.7378229},"labels":[],"label_agreement":null},{"id":"W2064996782","doi":"10.1007/s11270-010-0338-8","title":"The Crisis in Haiti, 2010: What’s to be done?","year":2010,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Surprise; Population; Humanitarian aid; Humanitarian crisis; Business; Political science; Terrorism; Development economics; Economic growth; Economics; Law; Medicine; Refugee; Sociology; Environmental health","score_opus":0.013446731680960574,"score_gpt":0.26723194466021905,"score_spread":0.2537852129792585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064996782","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":[0.8021443,0.000035359695,0.000045277455,0.1710217,0.003089797,0.00025951135,0.00000127325,0.000049855124,0.02335291],"genre_scores_gemma":[0.97332686,0.00008510739,0.000023782552,0.002440859,0.00022663974,0.0000268956,0.0000017489313,0.0000059374097,0.02386214],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988299,0.00008914444,0.0001438821,0.00019559861,0.0003077479,0.00043370936],"domain_scores_gemma":[0.9996326,0.000015580214,0.000021447815,0.00021081399,0.000030329344,0.00008921147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007733222,0.0000812144,0.00007078169,0.000074448246,0.00058572163,0.00032018102,0.0003603229,0.00006780811,0.00008720565],"category_scores_gemma":[0.000029983812,0.000048873942,0.000042756878,0.00019329046,0.00019185706,0.00065318623,0.000101326805,0.00013240044,0.00037961785],"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":[0.00015218758,0.00034691056,0.0059425626,0.000025357627,0.00004476214,0.000023678533,0.28630397,0.00054194336,0.018554606,0.06676868,0.43136677,0.18992856],"study_design_scores_gemma":[0.00031667264,0.000041322524,0.04392286,0.000024615269,0.00001274316,4.980391e-7,0.05127,0.00005928903,0.0041128155,0.0065362095,0.89340824,0.00029471042],"about_ca_topic_score_codex":0.005809778,"about_ca_topic_score_gemma":0.099380426,"teacher_disagreement_score":0.46204147,"about_ca_system_score_codex":0.00004078944,"about_ca_system_score_gemma":0.000024414587,"threshold_uncertainty_score":0.9170535},"labels":[],"label_agreement":null},{"id":"W2065626614","doi":"10.1111/j.0966-0879.2004.00437.x","title":"In Search of Archetypes in Crisis Management","year":2004,"lang":"en","type":"article","venue":"Journal of Contingencies and Crisis Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Archetype; Crisis management; Perspective (graphical); Field (mathematics); Business; Miller; Public relations; Political science; Knowledge management; Computer science; Mathematics; Artificial intelligence","score_opus":0.016492783659565483,"score_gpt":0.3022586296642814,"score_spread":0.28576584600471594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065626614","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":[0.91860414,0.0011253854,0.00056271453,0.0096820425,0.00025585262,0.00035559107,5.4454785e-7,0.000006504145,0.06940725],"genre_scores_gemma":[0.9913183,0.0056535862,0.0017428654,0.00025376538,0.000036478756,0.000004452137,1.1557622e-7,0.000005771806,0.0009846705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99821585,0.000096112286,0.00056248624,0.0001621606,0.00063911104,0.00032430334],"domain_scores_gemma":[0.99949306,0.000025896135,0.00021429859,0.00012027405,0.00007629465,0.000070181086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001825317,0.00010492897,0.00026650823,0.0005847796,0.00008348062,0.00007549944,0.00037593817,0.000034936857,0.000046874567],"category_scores_gemma":[0.000014844233,0.000091749076,0.000082890125,0.0005529719,0.00012407788,0.0004360017,0.00018719064,0.00012076862,0.000002783073],"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":[0.00031984586,0.0015769055,0.05070978,0.00148369,0.0005885375,0.0012424332,0.12379511,0.0021765896,0.00014575385,0.7268596,0.010483748,0.08061801],"study_design_scores_gemma":[0.0031501902,0.00024621136,0.12192217,0.0006076881,0.0001540607,0.000002948537,0.77628964,0.000017664703,0.00021844941,0.030867737,0.06616414,0.00035911458],"about_ca_topic_score_codex":0.0011395508,"about_ca_topic_score_gemma":0.0011027667,"teacher_disagreement_score":0.6959919,"about_ca_system_score_codex":0.00009623788,"about_ca_system_score_gemma":0.000022561804,"threshold_uncertainty_score":0.37414187},"labels":[],"label_agreement":null},{"id":"W2068448831","doi":"10.1108/13665620810871123","title":"“Grey” areas and “organized chaos” in emergency response","year":2008,"lang":"en","type":"article","venue":"Journal of Workplace Learning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Mount Saint Vincent University; Brock University","funders":"","keywords":"Situated; Originality; Value (mathematics); Context (archaeology); Work (physics); Psychology; Public relations; Knowledge management; Sociology; Social psychology; Computer science; Political science; Creativity; Engineering","score_opus":0.015012432608996684,"score_gpt":0.2830047547146591,"score_spread":0.2679923221056624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068448831","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":[0.98683953,0.0006325182,0.00007776312,0.0027435122,0.0002648066,0.000054140935,3.3069764e-8,0.000011121643,0.009376558],"genre_scores_gemma":[0.9700423,0.0018163875,0.00017027953,0.000027692726,0.00015859312,4.3929055e-7,5.8346302e-8,0.0000065877584,0.027777676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856377,0.0005056069,0.00028278754,0.00009081057,0.00034481386,0.00021219815],"domain_scores_gemma":[0.9993927,0.00014599122,0.00024927437,0.000047552527,0.00006662671,0.0000978532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018714789,0.000067378845,0.00015182895,0.000194503,0.00032715674,0.000034029974,0.00017142943,0.000048731938,0.00029552865],"category_scores_gemma":[0.0010004021,0.000059202684,0.000041791616,0.00041903678,0.00011591008,0.00032964107,0.000041091273,0.000311732,0.000014357887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078165723,0.0000564654,0.9168689,0.00000956141,0.000018840485,0.00029054002,0.073832124,0.00044587048,0.0005003596,0.00026977214,0.0026150763,0.0043107974],"study_design_scores_gemma":[0.0014578418,0.00023696297,0.7982502,0.00021891351,0.00002133004,0.00006458572,0.04555139,0.000086992695,0.000028004455,0.00039162705,0.15343533,0.0002568201],"about_ca_topic_score_codex":0.0000466152,"about_ca_topic_score_gemma":0.00010099471,"teacher_disagreement_score":0.15082026,"about_ca_system_score_codex":0.00004564546,"about_ca_system_score_gemma":0.00008381604,"threshold_uncertainty_score":0.32358316},"labels":[],"label_agreement":null},{"id":"W2069069735","doi":"10.5751/es-05047-170305","title":"Community Resilience and Oil Spills in Coastal Louisiana","year":2012,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; National Institutes of Health","keywords":"Oil spill; Resilience (materials science); Community resilience; Environmental resource management; Environmental science; Geography; Environmental planning; Fishery; Environmental protection; Computer science","score_opus":0.01587728893024006,"score_gpt":0.2868333478424636,"score_spread":0.2709560589122236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069069735","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":[0.93555087,0.00021290065,0.0000059603476,0.0008730497,0.00014630941,0.000043848206,0.0000010386424,0.000015341753,0.06315066],"genre_scores_gemma":[0.9936708,0.0006467982,0.0001411453,0.00055427285,0.000052076564,0.0000045489555,8.8954204e-7,0.0000020800846,0.0049273665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917775,0.0002714301,0.00008308487,0.0000869294,0.00007637253,0.00030442586],"domain_scores_gemma":[0.9996549,0.00014631845,0.000028070339,0.00007529694,0.000009895962,0.00008550122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012218134,0.000055496686,0.00009298067,0.00001495297,0.00070011633,0.000025284604,0.0001168639,0.00009773382,0.000051210696],"category_scores_gemma":[0.00006829831,0.000051852836,0.000021877917,0.00011262239,0.00096189196,0.00025200128,0.00014131052,0.00019462095,0.000008012477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037375307,0.00009918026,0.8802391,0.00001916179,0.000007222093,8.915385e-7,0.0948037,8.13167e-7,0.00002654159,0.016900886,0.0030708972,0.0048278514],"study_design_scores_gemma":[0.00018131948,0.000020768937,0.91989255,0.000006027422,0.0000047945723,5.561499e-7,0.06374596,0.000011626682,0.000002879256,0.00067799387,0.01538198,0.00007352866],"about_ca_topic_score_codex":0.0008648499,"about_ca_topic_score_gemma":0.008530502,"teacher_disagreement_score":0.058223296,"about_ca_system_score_codex":0.000017585542,"about_ca_system_score_gemma":0.000022787252,"threshold_uncertainty_score":0.5384799},"labels":[],"label_agreement":null},{"id":"W2069445136","doi":"10.1007/s11069-011-9823-7","title":"A comparative analysis of several vulnerability concepts","year":2011,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":236,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Victoria University of Wellington; Deutscher Akademischer Austauschdienst; University of Victoria","keywords":"Vulnerability (computing); Vulnerability assessment; Natural hazard; Interdependence; Adaptation (eye); Context (archaeology); Resilience (materials science); Scale (ratio); Adaptive capacity; Risk analysis (engineering); Computer science; Environmental resource management; Psychological resilience; Geography; Climate change; Sociology; Environmental science; Computer security; Psychology; Ecology; Business; Social psychology; Cartography; Social science; Biology","score_opus":0.048868238942627186,"score_gpt":0.37891202300395505,"score_spread":0.33004378406132784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069445136","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":[0.7389658,0.000090938265,0.00006749976,0.000055677225,0.00022699004,0.000111990295,0.0000052913515,0.000027767432,0.26044807],"genre_scores_gemma":[0.9954314,0.0000063401203,0.0003204371,0.000060352962,0.000030129842,0.000003464505,0.0000040878404,0.0000012857075,0.0041424683],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989434,0.0001827558,0.00015780759,0.00017200907,0.00035762327,0.00018640832],"domain_scores_gemma":[0.99953616,0.00005261343,0.000083632716,0.00014232137,0.0001298447,0.00005542637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037007267,0.000071430804,0.00024840803,0.000113764276,0.00014735058,0.00001689499,0.0002830755,0.000045569916,0.00088066055],"category_scores_gemma":[0.0000522013,0.000056193967,0.00014723548,0.00096636475,0.00055950927,0.00021106594,0.000049706097,0.00009733196,0.000013978241],"study_design_candidate":"observational","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":[0.00034736918,0.00066679914,0.14098337,0.00004600305,0.0029259152,0.000013318488,0.5786966,0.0002723977,0.00041086425,0.23422246,0.0074468437,0.03396806],"study_design_scores_gemma":[0.0004257386,0.00009100546,0.94931215,0.000014643875,0.0007688311,1.0086663e-7,0.030082008,0.0047551394,0.0006283707,0.002067569,0.011502298,0.0003521338],"about_ca_topic_score_codex":0.0017436439,"about_ca_topic_score_gemma":0.003557888,"teacher_disagreement_score":0.8083288,"about_ca_system_score_codex":0.000037129274,"about_ca_system_score_gemma":0.000051212908,"threshold_uncertainty_score":0.96426153},"labels":[],"label_agreement":null},{"id":"W2070183714","doi":"","title":"The impacts of the Canterbury earthquake on the commercial office market in Christchurch, NZ","year":2012,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relocation; Central business district; Quarter (Canadian coin); Geography; Business; Quality (philosophy); Space (punctuation); Transport engineering; Engineering; Archaeology","score_opus":0.034042232622240286,"score_gpt":0.32959295194570143,"score_spread":0.29555071932346116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070183714","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":[0.56519794,0.00012746011,7.896506e-8,0.004242244,0.0006216364,0.00086828024,0.000014159609,0.0000069760586,0.4289212],"genre_scores_gemma":[0.9830806,0.0072426037,0.0000036888102,0.00016201937,0.00027313366,0.00009117851,0.0000018714815,0.00001916573,0.009125726],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99564844,0.0019269219,0.0004909919,0.00038951312,0.0006003241,0.00094382075],"domain_scores_gemma":[0.99561083,0.0028581093,0.00025284963,0.0011024262,0.00006290811,0.00011289118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008783355,0.00019841907,0.00028471134,0.00014815363,0.00074745965,0.00024536427,0.00256566,0.00022546026,0.00019993914],"category_scores_gemma":[0.0015012734,0.00011139722,0.00017793987,0.00027424967,0.0018878148,0.00009170444,0.0016446336,0.0015404077,0.000011254438],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010833234,0.00071353256,0.15993828,0.0002723684,0.0002171658,0.000015030917,0.046430077,0.0020129548,0.00003280504,0.02992918,0.010153404,0.7492019],"study_design_scores_gemma":[0.000399301,0.000057763704,0.68199867,0.0005633167,0.000011712873,3.930019e-7,0.024723507,0.0004928651,0.000024725801,0.0014914747,0.2898773,0.00035900224],"about_ca_topic_score_codex":0.0047294754,"about_ca_topic_score_gemma":0.078666046,"teacher_disagreement_score":0.7488429,"about_ca_system_score_codex":0.0004951765,"about_ca_system_score_gemma":0.0006989884,"threshold_uncertainty_score":0.9381459},"labels":[],"label_agreement":null},{"id":"W2073466000","doi":"10.2202/1948-4682.1154","title":"Developing International Standards for Disaster Preparedness and Response: How Do We Get There?","year":2011,"lang":"en","type":"article","venue":"World Medical & Health Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":14,"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","funders":"","keywords":"Preparedness; Disaster preparedness; Emergency management; Flooding (psychology); Disaster response; Developing country; International community; Political science; Emergency response; Environmental planning; Business; Public relations; Economic growth; Medical emergency; Geography; Medicine; Psychology; Law; Economics","score_opus":0.06934987909946759,"score_gpt":0.4415985332933579,"score_spread":0.3722486541938903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073466000","genre_codex":"commentary","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":[0.05595901,0.0011302761,0.00808535,0.85346735,0.0015426164,0.0011370216,0.0000684112,0.00013847022,0.078471504],"genre_scores_gemma":[0.9405555,0.0027405547,0.0035336344,0.011742905,0.0015834841,0.0001309882,0.0000055564183,0.000025840123,0.03968152],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979511,0.00026964655,0.00020911991,0.00024397034,0.0008564782,0.00046970014],"domain_scores_gemma":[0.9990586,0.00022943989,0.00009934434,0.00011940667,0.00007734299,0.00041584522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026809764,0.00009717931,0.0001574805,0.00018339476,0.0003653655,0.00008467355,0.00037825532,0.00005493543,0.00033861038],"category_scores_gemma":[0.0010159012,0.00007808593,0.000034799446,0.00026775908,0.0003816274,0.00016773395,0.00013859173,0.000096602074,0.000004389376],"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":[0.00051505485,0.00006956294,0.0021048395,0.0001682086,0.0000340166,0.000006687215,0.185032,7.095877e-8,8.7937093e-7,0.3976378,0.051094633,0.36333624],"study_design_scores_gemma":[0.00040614136,0.000047234553,0.0023448644,0.00024296071,0.0000030181773,6.4001637e-7,0.009204301,0.000015672475,0.0000010317998,0.0073009343,0.98033386,0.00009934384],"about_ca_topic_score_codex":0.0017859747,"about_ca_topic_score_gemma":0.011334593,"teacher_disagreement_score":0.9292392,"about_ca_system_score_codex":0.0005333909,"about_ca_system_score_gemma":0.0030680993,"threshold_uncertainty_score":0.6324969},"labels":[],"label_agreement":null},{"id":"W2073778747","doi":"","title":"Understanding Information Exchange During Disaster Response: Methodological Insights from Infocentric Analysis","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Information exchange; Leverage (statistics); Information mapping; Information economics; Computer science; Information theory; Social exchange theory; Network analysis; Disaster response; Knowledge management; Data science; Information system; Risk analysis (engineering); Business; Emergency management; Economics; Management information systems; Personal information management; Political science; Engineering; Psychology; Microeconomics; Social psychology","score_opus":0.06723082318927733,"score_gpt":0.31071319095711597,"score_spread":0.24348236776783866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073778747","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":[0.7609109,0.00025371715,0.22142793,0.0010817159,0.00020964807,0.000109198976,8.253877e-7,0.000049397637,0.015956633],"genre_scores_gemma":[0.996758,0.0005238705,0.00012139719,0.00014456286,0.00024220801,0.000002586681,0.000004293978,0.000004509666,0.0021985993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965134,0.0012614373,0.00029437966,0.0001438948,0.0005465241,0.0012403401],"domain_scores_gemma":[0.99911124,0.0003617786,0.00022214981,0.00013101568,0.00005902377,0.000114796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003654258,0.00011681344,0.00020098916,0.0005061803,0.00082518155,0.00031522883,0.0003710939,0.000090731744,0.00019678628],"category_scores_gemma":[0.0006766025,0.00009217387,0.00014790452,0.0010626382,0.00012150981,0.0011521836,0.00007305258,0.0005777796,0.00006380832],"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":[0.001745561,0.00012971279,0.02660035,0.000023319033,0.002238644,0.0000088189645,0.094202675,0.0019921905,0.0003137223,0.84234184,0.00058094965,0.0298222],"study_design_scores_gemma":[0.0023894075,0.00037823903,0.093790166,0.00004788396,0.0010504143,0.000009025249,0.2376745,0.0018910682,0.000034093922,0.6197875,0.042084944,0.00086273096],"about_ca_topic_score_codex":0.00018643105,"about_ca_topic_score_gemma":0.002770104,"teacher_disagreement_score":0.23584704,"about_ca_system_score_codex":0.0012106874,"about_ca_system_score_gemma":0.00025751328,"threshold_uncertainty_score":0.6346713},"labels":[],"label_agreement":null},{"id":"W2073957582","doi":"10.1007/s10464-011-9427-0","title":"Like a Fish Out of Water: Reconsidering Disaster Recovery and the Role of Place and Social Capital in Community Disaster Resilience","year":2011,"lang":"en","type":"article","venue":"American Journal of Community Psychology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":497,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Disaster recovery; Social capital; Place attachment; Community resilience; Salience (neuroscience); Sociology; Social psychology; Public relations; Psychology; Political science; Social science; Cognitive psychology; Engineering","score_opus":0.03559204053596171,"score_gpt":0.3029786912375004,"score_spread":0.26738665070153866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073957582","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":[0.98533785,0.00007491775,0.000027213311,0.0011277425,0.00014478268,0.0001005281,0.000002698599,0.0000033347028,0.013180949],"genre_scores_gemma":[0.9990774,0.00022839046,0.0001304228,0.00047230022,0.000021260945,0.0000018684442,4.0209784e-7,0.000006310753,0.00006168308],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9951125,0.0039242157,0.0004919875,0.00006526897,0.00017340871,0.00023265915],"domain_scores_gemma":[0.99842334,0.0006644711,0.0005007319,0.00027896426,0.00007884338,0.00005363758],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029680512,0.000105377614,0.00043727615,0.00013938815,0.00036786887,0.000022922786,0.0006896892,0.000048871098,0.000029590703],"category_scores_gemma":[0.00010334547,0.000071433824,0.00007089612,0.0001318459,0.005785912,0.00029335218,0.00029347505,0.0006969676,6.6313993e-7],"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":[0.00094113423,0.000263726,0.027371513,0.000018212157,0.000052061743,0.000001858653,0.933584,0.0000012457776,0.00037129957,0.0004083833,0.000079597565,0.03690697],"study_design_scores_gemma":[0.0014051876,0.0009291068,0.10507582,0.000078465535,0.000042056756,0.00001941993,0.87940776,0.000002914609,0.000089646346,0.011637548,0.0011758229,0.00013627284],"about_ca_topic_score_codex":0.003772863,"about_ca_topic_score_gemma":0.010921757,"teacher_disagreement_score":0.07770431,"about_ca_system_score_codex":0.000015376918,"about_ca_system_score_gemma":0.000026783962,"threshold_uncertainty_score":0.99691975},"labels":[],"label_agreement":null},{"id":"W2074445006","doi":"10.1016/j.eiar.2007.01.003","title":"Disaster incubation, cumulative impacts and the urban/ex-urban/rural dynamic","year":2007,"lang":"en","type":"article","venue":"Environmental Impact Assessment Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Environmental planning; Urban planning; Disaster mitigation; Geography; Environmental resource management; Environmental science; Civil engineering; Engineering","score_opus":0.008141631201392706,"score_gpt":0.35774525738416435,"score_spread":0.34960362618277163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074445006","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":[0.8655402,0.06419003,0.0011049937,0.0041416683,0.00036043074,0.003342234,0.000019102139,0.000074976,0.061226327],"genre_scores_gemma":[0.95342416,0.042215295,0.000068842855,0.0010458155,0.00009386799,0.000019324485,0.000029880433,0.000015655958,0.0030871707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977012,0.00039731647,0.00042241145,0.00026037288,0.00069441076,0.00052423216],"domain_scores_gemma":[0.9989622,0.00024367374,0.0002613056,0.00029797843,0.000007773144,0.00022707194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002300322,0.00025338426,0.00034836231,0.000052437095,0.00047932865,0.00016406509,0.00032643706,0.000052760166,0.00087208726],"category_scores_gemma":[0.000058759117,0.00015189614,0.00017964651,0.00022062728,0.00097618124,0.00071005424,0.00018643618,0.00018445663,0.00009079835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023141103,0.0009876885,0.7418898,0.0011664447,0.0006976805,0.000043617518,0.062550955,0.00002676638,0.00044678696,0.029464722,0.030117076,0.13237704],"study_design_scores_gemma":[0.0016830927,0.00016970973,0.9420723,0.001017671,0.00031089364,0.000005670523,0.011143253,0.00016654485,0.000004190266,0.0011320658,0.041739017,0.0005556008],"about_ca_topic_score_codex":0.00015483759,"about_ca_topic_score_gemma":0.00013832164,"teacher_disagreement_score":0.20018248,"about_ca_system_score_codex":0.00046196545,"about_ca_system_score_gemma":0.00003711783,"threshold_uncertainty_score":0.95487434},"labels":[],"label_agreement":null},{"id":"W2075176058","doi":"10.1606/1044-3894.1889","title":"Article on Bereaving the Missing","year":2005,"lang":"en","type":"article","venue":"Families in Society The Journal of Contemporary Social Services","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sister; Natural disaster; History; Natural (archaeology); Sociology; Media studies; Psychology; Geography; Anthropology; Archaeology; Meteorology","score_opus":0.02229580332797971,"score_gpt":0.29881898535992274,"score_spread":0.27652318203194304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075176058","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":[0.8677879,0.0017402144,0.000024344006,0.047230877,0.00031987394,0.00017470335,0.0000010880523,0.000018327182,0.08270268],"genre_scores_gemma":[0.9923779,0.00050217856,0.00006980222,0.0050711776,0.0010744251,0.0000014555218,3.2061635e-7,0.000008174325,0.0008946062],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981458,0.00046573632,0.00039590968,0.0000846596,0.00064705254,0.00026084916],"domain_scores_gemma":[0.9989452,0.00042530318,0.00037234914,0.00011927359,0.000090817186,0.00004707506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025746538,0.0001085967,0.00017442393,0.000027828697,0.0012408243,0.00016504781,0.0009060518,0.00007368419,0.000026665604],"category_scores_gemma":[0.000025600346,0.00006154627,0.00020135056,0.00038044984,0.0005641152,0.00069831667,0.00008693087,0.00032428876,0.000010391072],"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":[0.00013928868,0.00020240319,0.02074049,0.00005076695,0.0001249357,0.000005007975,0.91538864,0.0003281806,0.0003204232,0.0070061316,0.018658113,0.03703561],"study_design_scores_gemma":[0.00059504586,0.00005663522,0.027850987,0.00017695288,0.000033853914,9.873553e-7,0.70037544,0.00034474104,0.00008129372,0.0031601836,0.26716354,0.00016030761],"about_ca_topic_score_codex":0.00076064625,"about_ca_topic_score_gemma":0.0013414257,"teacher_disagreement_score":0.24850543,"about_ca_system_score_codex":0.00009340733,"about_ca_system_score_gemma":0.000117393334,"threshold_uncertainty_score":0.9543543},"labels":[],"label_agreement":null},{"id":"W2076199410","doi":"10.3828/tpr.2011.35","title":"Viewpoint: Reconstruction after natural disasters: the opportunities and constraints facing our cities","year":2011,"lang":"en","type":"article","venue":"Town Planning Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Natural disaster; Government (linguistics); Port (circuit theory); Economic growth; Geography; Environmental planning; Political science; Engineering; Meteorology","score_opus":0.10066203400436045,"score_gpt":0.3143944909621701,"score_spread":0.21373245695780962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076199410","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":[0.23740387,0.2694844,0.000113434886,0.017037122,0.0022368056,0.0015042551,0.000018045475,0.00022612799,0.47197595],"genre_scores_gemma":[0.954009,0.036188323,0.00017647402,0.002818898,0.00012335562,0.000040940504,0.0000031757163,0.000007200462,0.0066326517],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990783,0.00015366418,0.00020476225,0.00015926568,0.00018064538,0.00022338555],"domain_scores_gemma":[0.99964607,0.000037562742,0.0001058203,0.000121244346,0.00002942338,0.00005989718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006204581,0.0001117751,0.00017700446,0.000035114157,0.00032277868,0.00009712396,0.00017788619,0.000028123088,0.00040028218],"category_scores_gemma":[0.00007359309,0.00007149637,0.000050248735,0.00008561565,0.0005855708,0.00037281463,0.000063984866,0.00011035254,0.000016947923],"study_design_candidate":"design_other","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":[0.000018555143,0.000013758387,0.005961977,0.0012009718,0.00006192109,0.000048206904,0.07956914,1.9687751e-7,0.0000031766294,0.011429953,0.007621608,0.89407057],"study_design_scores_gemma":[0.00035295743,0.00008467647,0.020684434,0.027972687,0.0003857994,0.00013370055,0.5388731,0.000023932802,0.000010214113,0.0037222875,0.4068066,0.00094966794],"about_ca_topic_score_codex":0.00009016729,"about_ca_topic_score_gemma":0.00003382993,"teacher_disagreement_score":0.8931209,"about_ca_system_score_codex":0.000013837021,"about_ca_system_score_gemma":0.000028387678,"threshold_uncertainty_score":0.43828094},"labels":[],"label_agreement":null},{"id":"W2077519612","doi":"10.1007/s11069-012-0167-8","title":"Prioritization of disaster risk in a community using GIS","year":2012,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"York University","keywords":"Geographic information system; Vulnerability (computing); Spatial analysis; Risk assessment; Hazard; Environmental resource management; Land use; Computer science; Risk management; Geography; Environmental planning; Cartography; Environmental science; Business; Remote sensing; Civil engineering; Computer security; Engineering","score_opus":0.024234893587058173,"score_gpt":0.33682072986445205,"score_spread":0.3125858362773939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077519612","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":[0.97891587,0.0002840374,0.00006743346,0.000045152035,0.0003821036,0.00011317482,0.000002163276,0.000013944162,0.020176146],"genre_scores_gemma":[0.9989883,0.000030714342,0.0002958397,0.00002581632,0.00008540984,0.0000010341224,0.0000019032684,0.0000031646086,0.00056782935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990227,0.0003701427,0.00011812703,0.00004825975,0.00023957249,0.00020118618],"domain_scores_gemma":[0.99969834,0.00005627193,0.00007025623,0.00010358999,0.000035264413,0.00003627724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007830298,0.000048248192,0.000082727885,0.00006397577,0.00019843473,0.000020766398,0.00017094285,0.000046377456,0.000036677007],"category_scores_gemma":[0.00016129023,0.00004153047,0.000029766888,0.0003129001,0.00016298762,0.0004512213,0.000067361216,0.00018462351,0.00000477835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030010868,0.00027350205,0.77154505,0.000060393802,0.000015686745,6.4474057e-7,0.13075568,0.000043305936,0.00084851595,0.009145185,0.00031391825,0.0869681],"study_design_scores_gemma":[0.00059595157,0.000034334284,0.9350833,0.00014391427,0.000041913314,4.1878883e-7,0.052356515,0.0016561088,0.00027562722,0.0016631611,0.0078625595,0.00028617762],"about_ca_topic_score_codex":0.0042868773,"about_ca_topic_score_gemma":0.00260446,"teacher_disagreement_score":0.16353826,"about_ca_system_score_codex":0.000059106525,"about_ca_system_score_gemma":0.000023987603,"threshold_uncertainty_score":0.6480505},"labels":[],"label_agreement":null},{"id":"W2078081319","doi":"10.2202/1547-7355.1265","title":"A Review of <i>Introduction to Emergency Management</i>","year":2006,"lang":"en","type":"review","venue":"Journal of Homeland Security and Emergency Management","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":"Brandon University","funders":"","keywords":"Emergency management; George (robot); Hurricane katrina; Political science; History; Natural disaster; Law; Geography","score_opus":0.02054654187167708,"score_gpt":0.34306864795453756,"score_spread":0.32252210608286047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078081319","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013072814,0.92373866,0.00010900964,0.00074387883,0.00251634,0.0012294812,0.000012840942,0.000014865393,0.07162186],"genre_scores_gemma":[0.0000121463045,0.98864436,0.00018280016,0.00004236994,0.0012375363,0.00003237083,0.00002067498,0.00002532226,0.009802447],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957041,0.00037143726,0.0020373485,0.0004406913,0.0009812976,0.00046511504],"domain_scores_gemma":[0.9977634,0.00001604906,0.0013887506,0.0003956162,0.00021262515,0.00022355259],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021991848,0.00040707606,0.0015506932,0.00072133815,0.0002517553,0.00003684772,0.0008401682,0.00013002274,0.001032498],"category_scores_gemma":[0.00003715243,0.00032512774,0.0007092465,0.0013619235,0.00008955161,0.00030755147,0.00031655247,0.0002687963,0.000034870354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010372728,0.00019310479,0.000013054417,0.14394687,0.0004936261,0.00003393793,0.0005657122,0.0000012763222,1.7554328e-8,0.008517312,0.4248369,0.4213878],"study_design_scores_gemma":[0.00014376167,0.000101942656,0.000021214584,0.019490125,0.0021171358,0.00000487419,0.00087082165,2.8667395e-7,3.310799e-8,0.0010049826,0.9759186,0.00032620752],"about_ca_topic_score_codex":0.00006186481,"about_ca_topic_score_gemma":0.00011155592,"teacher_disagreement_score":0.5510817,"about_ca_system_score_codex":0.000087442524,"about_ca_system_score_gemma":0.000032375006,"threshold_uncertainty_score":0.99992007},"labels":[],"label_agreement":null},{"id":"W2078485291","doi":"10.1080/11926422.2012.709054","title":"Canadian military involvement in humanitarian assistance: progress and prudence in natural disaster response","year":2012,"lang":"en","type":"article","venue":"Canadian Foreign Policy Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Emergency management; Humanitarian aid; Prudence; Political science; Agency (philosophy); Natural disaster; Public administration; Humanitarian intervention; Administration (probate law); Emergency response; Government (linguistics); National security; Politics; Power (physics); Intervention (counseling); Public relations; Business; Law; Sociology; Geography; Medicine; Medical emergency","score_opus":0.01574709130852989,"score_gpt":0.291328457682269,"score_spread":0.2755813663737391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078485291","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":[0.90379816,0.0028647906,7.768081e-7,0.0040364936,0.00015624569,0.0003757595,0.0000134367465,0.000007243649,0.088747114],"genre_scores_gemma":[0.9957322,0.00008846224,0.000065410524,0.0014226512,0.0004220316,0.000016522095,0.0000025684187,0.000012712014,0.0022374566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739784,0.0003640358,0.00029505786,0.00018912014,0.00032139328,0.001432533],"domain_scores_gemma":[0.99806935,0.000053394502,0.000055574536,0.00014405254,0.000043285334,0.0016343261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018623108,0.0001550182,0.00015760749,0.0013601779,0.0006118233,0.0001863585,0.00041842286,0.00009637527,0.000115097435],"category_scores_gemma":[0.00025373424,0.00015083981,0.00003865919,0.00062754605,0.00041393514,0.000906667,0.00003460273,0.00037396976,0.000013215229],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006119098,0.00003064275,0.7614846,0.000014696438,0.000012368725,0.00023303677,0.052424397,0.0000037763823,0.0000040591235,0.17868873,0.0036099018,0.0034325474],"study_design_scores_gemma":[0.00043460805,0.00003902386,0.89709604,0.00014600587,0.0000064029828,0.000020416723,0.03816747,0.000021145688,0.0000010483315,0.013448326,0.05032991,0.00028961743],"about_ca_topic_score_codex":0.8086276,"about_ca_topic_score_gemma":0.99650437,"teacher_disagreement_score":0.1878767,"about_ca_system_score_codex":0.0030688285,"about_ca_system_score_gemma":0.002756728,"threshold_uncertainty_score":0.80248797},"labels":[],"label_agreement":null},{"id":"W2079017080","doi":"10.1068/d2604ks","title":"<i>The Shock Doctrine</i> : A Discussion","year":2008,"lang":"en","type":"article","venue":"Environment and Planning D Society and Space","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Doctrine; Relation (database); Argument (complex analysis); Latin Americans; Metropolitan area; Neoliberalism (international relations); Shock (circulatory); Capitalism; Political science; Key (lock); Sociology; Media studies; Law; History; Politics","score_opus":0.013557579410497617,"score_gpt":0.23544085968997644,"score_spread":0.22188328027947882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079017080","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":[0.9639142,0.0030627523,0.00040859438,0.012709245,0.00015356342,0.00019345715,0.0000010223002,0.000041955107,0.019515183],"genre_scores_gemma":[0.9219678,0.015511476,0.00024277206,0.00019497653,0.00015331381,0.0000059016807,0.0000014762558,0.0000042685356,0.061917987],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993578,0.000042453416,0.00006139557,0.00014510543,0.00019332704,0.00019989196],"domain_scores_gemma":[0.9997501,0.00007347683,0.000029152483,0.00006915431,0.0000018204972,0.00007629574],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00025972677,0.00006972422,0.000060888568,0.0000049288446,0.0021398012,0.00006146719,0.000077307945,0.000042516247,0.00001685526],"category_scores_gemma":[0.000009535723,0.000039259718,0.000035324596,0.000040057756,0.00055815047,0.000106403655,0.00007182942,0.00008214561,0.000007057352],"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":[0.00004738498,0.000075078606,0.46810484,0.000028352903,0.000072816016,0.000028057559,0.34888875,0.0001471312,0.00023097401,0.017524477,0.1460247,0.018827425],"study_design_scores_gemma":[0.00017744998,0.00002270266,0.048339203,0.000014429408,0.000009924554,0.0000013134078,0.032814104,0.00014347707,0.000006017824,0.00026300497,0.9180909,0.000117477735],"about_ca_topic_score_codex":0.000045252902,"about_ca_topic_score_gemma":0.000008793084,"teacher_disagreement_score":0.7720662,"about_ca_system_score_codex":0.000011691226,"about_ca_system_score_gemma":0.0000071559975,"threshold_uncertainty_score":0.9991593},"labels":[],"label_agreement":null},{"id":"W2079186343","doi":"10.1111/j.1755-618x.2008.00005.x","title":"Theorizing Surveillance: The Panopticon and Beyond by DAVID LYON (ed.)","year":2008,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Panopticon; Citation; Library science; Sociology; Art history; Media studies; Art; Computer science; Anthropology","score_opus":0.026338784051129847,"score_gpt":0.26618552426885833,"score_spread":0.23984674021772848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079186343","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":[0.82785976,0.11100454,0.000010329003,0.026732448,0.00049980095,0.00077005575,0.000119866105,0.00004765189,0.03295554],"genre_scores_gemma":[0.8640782,0.12795967,0.000055566165,0.0065052873,0.0001610078,0.000050922703,0.000037344973,0.000015205865,0.0011367464],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99708915,0.000859276,0.00037514692,0.00038837382,0.00008543946,0.0012026064],"domain_scores_gemma":[0.9980261,0.00066113065,0.0002254487,0.00036626216,0.00013250836,0.00058859494],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028909903,0.00021299174,0.00051039533,0.00006995842,0.0012277241,0.000016300206,0.0007869961,0.0002781469,0.00017349189],"category_scores_gemma":[0.0014945439,0.00016987947,0.00014055254,0.00021036071,0.004899625,0.000110015346,0.00006754455,0.00035118006,0.000016570499],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010649255,0.000037982114,0.33670276,0.0022656352,0.0002680853,0.00016163941,0.13617504,0.000003593886,0.0002502329,0.22883676,0.27150562,0.023781994],"study_design_scores_gemma":[0.00056384405,0.00025024996,0.15816782,0.0013004406,0.00017468396,0.000049789865,0.13204738,0.000017624712,0.000007515174,0.02126969,0.6850202,0.0011307653],"about_ca_topic_score_codex":0.037049517,"about_ca_topic_score_gemma":0.20641735,"teacher_disagreement_score":0.41351455,"about_ca_system_score_codex":0.0006206481,"about_ca_system_score_gemma":0.0010021913,"threshold_uncertainty_score":0.99780846},"labels":[],"label_agreement":null},{"id":"W2079368876","doi":"10.1111/j.1754-7121.2009.00072.x","title":"The quiet crisis and the emergence of La Relève: A study of crisis perception and executive leadership within the Canadian federal public service, 1997–2002","year":2009,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Political science; Public administration; Public service; Crisis management; Deregulation; Economics; Law","score_opus":0.0472015776268846,"score_gpt":0.2931466295781551,"score_spread":0.24594505195127053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079368876","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":[0.57221615,0.000180769,0.000010440196,0.4032099,0.00014951544,0.001026292,0.00002001778,0.000014059879,0.023172872],"genre_scores_gemma":[0.997614,0.000051765448,0.000008265347,0.0015679278,0.00004827877,0.000025322206,0.000006207771,0.0000048628576,0.00067333586],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99817467,0.00058126403,0.00028398796,0.00022208798,0.00037901223,0.00035895803],"domain_scores_gemma":[0.9988884,0.00011330543,0.00017980544,0.00024525414,0.00022329424,0.00034995464],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017705376,0.00011474827,0.0001291872,0.00013443915,0.002130019,0.00071192347,0.00043551056,0.00008637616,0.000051297808],"category_scores_gemma":[0.00025690452,0.00007002534,0.000029557626,0.0006718138,0.0006394417,0.00045509628,0.000018146895,0.00014871814,0.0000015411364],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007410529,0.000119836644,0.016636943,0.00003103421,0.00010688363,0.000008149643,0.22940615,0.0000029263833,0.0000055262653,0.678461,0.0680392,0.007108256],"study_design_scores_gemma":[0.00039726534,0.00019355655,0.05947904,0.000009393976,0.000040822397,0.0000028161783,0.9179059,0.00020774614,0.0000014157791,0.0018744299,0.019750882,0.00013672668],"about_ca_topic_score_codex":0.56908214,"about_ca_topic_score_gemma":0.99865466,"teacher_disagreement_score":0.68849975,"about_ca_system_score_codex":0.00008261101,"about_ca_system_score_gemma":0.0014973456,"threshold_uncertainty_score":0.99916905},"labels":[],"label_agreement":null},{"id":"W2079881368","doi":"10.5751/es-06101-180451","title":"The Role of Education on Disaster Preparedness: Case Study of 2012 Indian Ocean Earthquakes on Thailand's Andaman Coast","year":2013,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":208,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Chulalongkorn University","keywords":"Indian ocean; Preparedness; Geography; Disaster mitigation; Emergency management; Disaster preparedness; Oceanography; Fishery; Political science; Environmental planning; Economic growth; Geology; Biology; Economics","score_opus":0.007809851590048747,"score_gpt":0.26871966863159774,"score_spread":0.260909817041549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079881368","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":[0.9886509,0.00004510341,1.4670948e-7,0.00024537463,0.00020064354,0.00043022848,0.0000014458446,0.00000704972,0.010419081],"genre_scores_gemma":[0.9965204,0.000041112984,0.000003898621,0.00009104363,0.00004751605,0.000018229937,9.873726e-7,0.0000026595778,0.0032741476],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993441,0.000156654,0.00012246192,0.0001237735,0.00011441359,0.00013859165],"domain_scores_gemma":[0.99953806,0.0001680269,0.000094279254,0.00011783197,0.00004097757,0.000040796647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030753057,0.000058939844,0.00009464003,0.00001488061,0.00051425927,0.000031258147,0.000111473775,0.000057681686,0.000055896857],"category_scores_gemma":[0.000020707486,0.000038458144,0.000035513334,0.00007084961,0.00032246203,0.00012966146,0.00003738002,0.00006332854,0.0000055148676],"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":[0.000016674925,0.0009453504,0.29522067,0.000012355611,0.000057815654,0.0000020863645,0.67086583,0.0000056769736,0.000007128943,0.0021933098,0.012810372,0.017862732],"study_design_scores_gemma":[0.00018637661,0.00034225849,0.19093083,0.0000068472027,0.000012339654,0.0000012089743,0.8056782,0.0000052232435,0.0000047751964,0.0005177459,0.002269326,0.000044858636],"about_ca_topic_score_codex":0.0014579264,"about_ca_topic_score_gemma":0.0119757755,"teacher_disagreement_score":0.13481238,"about_ca_system_score_codex":0.000014355262,"about_ca_system_score_gemma":0.000049155908,"threshold_uncertainty_score":0.66827637},"labels":[],"label_agreement":null},{"id":"W2080169651","doi":"10.1111/j.0361-3666.2003.00235.x","title":"International NGOs and the Role of Network Centrality in Humanitarian Aid Operations: A Case Study of Coordination During the 2000 Mozambique Floods","year":2003,"lang":"en","type":"article","venue":"Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":210,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Calgary","funders":"","keywords":"Centrality; Beneficiary; Context (archaeology); Flood myth; Humanitarian aid; Business; Flooding (psychology); Political science; Operations management; Economic growth; Engineering; Geography; Finance; Economics; Psychology","score_opus":0.00911300331052412,"score_gpt":0.26797751938848186,"score_spread":0.25886451607795774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080169651","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":[0.9872598,0.00005687291,0.000015472893,0.00025749367,0.00010558727,0.00051583257,0.0000013416357,0.0000038989147,0.011783705],"genre_scores_gemma":[0.9995359,0.000014188931,0.0000127698595,0.000021229132,0.000026702979,0.000025082201,6.243257e-7,0.0000023817354,0.0003611229],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990089,0.0004114027,0.00018700898,0.000100240766,0.00018204575,0.00011040754],"domain_scores_gemma":[0.9997384,0.00005130388,0.000056749923,0.00010414644,0.000033260792,0.000016168844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007233778,0.000049124912,0.00008173325,0.00003022081,0.00024244249,0.00005499994,0.00015967355,0.00001653923,0.0000308484],"category_scores_gemma":[0.000064105894,0.000031732034,0.000019896494,0.00017747273,0.00025511073,0.0001671966,0.00003858166,0.000044365042,3.1188992e-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":[0.00006818849,0.00044487586,0.36332262,0.000013883899,0.00007297225,0.000015613019,0.5260005,0.0069180406,0.000039110306,0.10146324,0.000027587761,0.0016133776],"study_design_scores_gemma":[0.0020057491,0.00003944632,0.047541186,0.000027958631,0.000029404142,0.0000046976306,0.94639724,0.0012418225,0.000020578198,0.0012794415,0.001320988,0.00009146008],"about_ca_topic_score_codex":0.0069724005,"about_ca_topic_score_gemma":0.037088923,"teacher_disagreement_score":0.42039678,"about_ca_system_score_codex":0.000031255087,"about_ca_system_score_gemma":0.000020681491,"threshold_uncertainty_score":0.9996402},"labels":[],"label_agreement":null},{"id":"W2081775065","doi":"10.1177/1359105308088518","title":"Sequestering of Suffering","year":2008,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Framing (construction); Compartmentalization (fire protection); Distress; Functionalism (philosophy of mind); Sociology; Coping (psychology); Psychology; Criminology; Media studies; Political science; History; Psychotherapist","score_opus":0.15017360257651455,"score_gpt":0.478933768858777,"score_spread":0.32876016628226246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081775065","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":[0.9406257,0.00059163437,0.001527749,0.012142877,0.0012593002,0.00006675938,1.9167618e-7,0.0000074710874,0.04377827],"genre_scores_gemma":[0.9956935,0.0015005744,0.00068094925,0.0014138977,0.00016122995,2.939576e-7,4.4803276e-8,0.0000031456048,0.0005463623],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892277,0.00020860908,0.00042145303,0.000056787016,0.00019757511,0.00019281337],"domain_scores_gemma":[0.9993208,0.000031686905,0.00044142798,0.00007083423,0.000061536135,0.00007372721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011133216,0.000036725087,0.00018517695,0.00011836166,0.00014982806,0.0000037544157,0.00021011312,0.000031309843,0.000059294955],"category_scores_gemma":[0.000042832617,0.000031267195,0.000046041565,0.0001341463,0.000199056,0.00012476565,0.000016345053,0.00010016575,0.000004960577],"study_design_candidate":"observational","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":[0.00042256364,0.0011197297,0.39420515,0.0005147118,0.00018854147,0.0005235786,0.21601754,0.00020174841,0.0030090841,0.018595552,0.13655555,0.22864622],"study_design_scores_gemma":[0.0012648791,0.0012192031,0.45347726,0.000226803,0.000009997337,0.00025455104,0.005171436,0.0000061881587,0.000036883874,0.0022238116,0.53594035,0.00016861674],"about_ca_topic_score_codex":0.000045742512,"about_ca_topic_score_gemma":0.000029007595,"teacher_disagreement_score":0.39938483,"about_ca_system_score_codex":0.000029302759,"about_ca_system_score_gemma":0.00012841633,"threshold_uncertainty_score":0.12750392},"labels":[],"label_agreement":null},{"id":"W2082094412","doi":"10.3138/carto.44.1.17","title":"Spatial Decision Support in a Post-disaster Environment: A Community-Focused Approach","year":2009,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Redevelopment; Geographic information system; Decision support system; Population; Disaster recovery; Emergency management; Environmental planning; Environmental resource management; Geography; Computer science; Political science; Engineering; Sociology; Cartography; Civil engineering; Environmental science","score_opus":0.01346016382763343,"score_gpt":0.29235704706595056,"score_spread":0.27889688323831713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082094412","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":[0.7775828,0.00014647393,0.1911672,0.007937375,0.0016657482,0.0017773021,0.000043603624,0.00009743347,0.019582026],"genre_scores_gemma":[0.99561065,0.00060834584,0.0004046267,0.0029970626,0.0001377436,0.000024111745,0.00014210123,0.0000049610767,0.00007041044],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982054,0.00020438664,0.0005099868,0.00009913112,0.0007297758,0.00025128684],"domain_scores_gemma":[0.9990599,0.00013054497,0.00027323552,0.00013119282,0.0003102392,0.00009489907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020465737,0.00013010041,0.000119590244,0.00081511756,0.0010403671,0.0007069471,0.00056501373,0.000094923635,0.000056404213],"category_scores_gemma":[0.00019440813,0.00009971036,0.0001308306,0.00037309682,0.00023401897,0.0014362778,0.00005938993,0.00026287642,0.0000048575243],"study_design_candidate":"design_other","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":[0.0009019335,0.00054519856,0.02525463,0.000028540391,0.0001613229,0.0000035630799,0.10417467,0.0010096263,0.000052964384,0.17086032,0.0022539746,0.6947532],"study_design_scores_gemma":[0.0065137437,0.0009730364,0.20556727,0.00016083842,0.0001249622,0.00006391,0.07691869,0.014691327,0.000013170841,0.06277306,0.63139397,0.0008060376],"about_ca_topic_score_codex":0.00031969167,"about_ca_topic_score_gemma":0.00043448378,"teacher_disagreement_score":0.6939472,"about_ca_system_score_codex":0.000038347072,"about_ca_system_score_gemma":0.000052041923,"threshold_uncertainty_score":0.80017674},"labels":[],"label_agreement":null},{"id":"W2083113888","doi":"10.1007/s11069-012-0213-6","title":"Sociological aspects of natural hazards","year":2012,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Natural hazard; Natural (archaeology); Sociology; Geography; Archaeology","score_opus":0.018581547928153808,"score_gpt":0.32226733312059946,"score_spread":0.30368578519244566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083113888","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":[0.66312456,0.0030979768,0.000011189048,0.0011789292,0.002882528,0.00020321191,0.0000031383852,0.00011064116,0.3293878],"genre_scores_gemma":[0.98939705,0.00007129392,0.00022226752,0.00026447416,0.0009250867,0.0000052417117,0.000005346541,0.0000074321592,0.009101781],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99809796,0.00018179548,0.00020493561,0.00019755955,0.00069787994,0.00061984535],"domain_scores_gemma":[0.9993743,0.00010821111,0.000106197054,0.00016789872,0.00010496242,0.00013848091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072983047,0.0001410308,0.00021988737,0.00007295807,0.00029404642,0.000042637133,0.0004752656,0.00015218866,0.00036699828],"category_scores_gemma":[0.00031533476,0.000102443075,0.00015935538,0.00031843755,0.00066415354,0.00049879815,0.00013952529,0.00031473007,0.00010922165],"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":[0.000092065835,0.00033856064,0.02048889,0.00007960754,0.00011554176,0.000013048202,0.0207291,0.000003586314,0.0029266782,0.7377996,0.026828075,0.19058527],"study_design_scores_gemma":[0.0018185829,0.00028676577,0.47441268,0.00018507655,0.00018779763,0.000009017714,0.02530961,0.0005032508,0.0034923374,0.023521611,0.4686081,0.0016651654],"about_ca_topic_score_codex":0.0001560207,"about_ca_topic_score_gemma":0.00012627254,"teacher_disagreement_score":0.714278,"about_ca_system_score_codex":0.00008941557,"about_ca_system_score_gemma":0.00009879584,"threshold_uncertainty_score":0.41775075},"labels":[],"label_agreement":null},{"id":"W2083146261","doi":"10.1089/bsp.2006.0018","title":"Terrorism Threats and Preparedness in Canada: The Perspective of the Canadian Public","year":2007,"lang":"en","type":"article","venue":"Biosecurity and Bioterrorism Biodefense Strategy Practice and Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Government of Canada","keywords":"Terrorism; Preparedness; Government (linguistics); Political science; Public relations; Paranoia; Qualitative research; Focus group; Vulnerability (computing); Criminology; Psychology; Sociology; Law; Computer security; Social science","score_opus":0.0308556086199536,"score_gpt":0.3088851797768463,"score_spread":0.2780295711568927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083146261","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":[0.94307727,0.0019866673,0.0000021019716,0.02560304,0.00024181065,0.0003184926,0.000008772967,0.000005689521,0.028756145],"genre_scores_gemma":[0.9985817,0.00082926865,0.000018903054,0.0004403079,0.000032701457,0.0000018464697,2.1241688e-7,0.000002368792,0.000092679664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9981926,0.00016876441,0.00020010906,0.00038080174,0.0005437238,0.00051399734],"domain_scores_gemma":[0.9990361,0.000191811,0.00014367377,0.00020865122,0.00016975566,0.00025001875],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003135332,0.00011970247,0.00012289952,0.0001353153,0.0016932234,0.0003268176,0.0004014633,0.00008156311,0.0000042957186],"category_scores_gemma":[0.00041358828,0.00007226407,0.000017244656,0.0009365878,0.0033034142,0.0008282857,0.00015704673,0.00023143274,2.9218344e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115063835,0.00015561868,0.094429255,0.000058681562,0.0000416214,0.00010002428,0.2549684,0.0000011006358,0.0007810958,0.5949199,0.0002849619,0.054144263],"study_design_scores_gemma":[0.00027941933,0.00006157181,0.25625443,0.000043568987,0.000032548985,0.000024276264,0.72560364,0.00007856011,0.0001674112,0.0044496045,0.01273527,0.00026968936],"about_ca_topic_score_codex":0.98788697,"about_ca_topic_score_gemma":0.9994903,"teacher_disagreement_score":0.5904703,"about_ca_system_score_codex":0.00030950963,"about_ca_system_score_gemma":0.0038712025,"threshold_uncertainty_score":0.99960643},"labels":[],"label_agreement":null},{"id":"W2084376707","doi":"10.9734/bjecc/2013/2504","title":"Dynamic Resilience to Climate Change Caused Natural Disasters in Coastal Megacities Quantification Framework","year":2013,"lang":"en","type":"article","venue":"British Journal of Environment and Climate Change","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Megacity; Climate change; Resilience (materials science); Natural disaster; Environmental resource management; Environmental science; Natural (archaeology); Natural hazard; Environmental planning; Geography; Oceanography; Ecology; Geology; Meteorology","score_opus":0.02393895501761017,"score_gpt":0.26973970233715333,"score_spread":0.24580074731954316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084376707","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":[0.99426156,0.00163782,0.00004911885,0.0024123813,0.00043966033,0.0005841196,0.000024061164,0.000011774231,0.00057947583],"genre_scores_gemma":[0.9731572,0.025814788,0.00031281015,0.00033475176,0.00015439595,0.00006548906,0.0000063015627,0.000012760726,0.00014147698],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99827385,0.00013089912,0.00037392037,0.00023194223,0.00047063216,0.0005187706],"domain_scores_gemma":[0.9994107,0.00006382584,0.00022392519,0.00010377375,0.000023947097,0.00017384456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005946499,0.00013474586,0.00022258185,0.00014523728,0.00030492726,0.00033466157,0.00027795832,0.00007378709,0.000191268],"category_scores_gemma":[0.00004825371,0.0001419359,0.000056537858,0.00016694509,0.00031105592,0.001222449,0.00014952943,0.00019853789,0.000049100818],"study_design_candidate":"observational","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":[0.00023250832,0.00072283146,0.27619565,0.00039138042,0.00005847634,0.00044338105,0.13887957,0.00005651132,0.002270866,0.008781805,0.0007968739,0.57117015],"study_design_scores_gemma":[0.00046444612,0.0001530017,0.93821675,0.0010672781,0.000027313954,0.000022006296,0.056712255,0.00020410515,0.000013825734,0.0005804179,0.00219365,0.00034496913],"about_ca_topic_score_codex":0.00076620595,"about_ca_topic_score_gemma":0.0032233244,"teacher_disagreement_score":0.66202104,"about_ca_system_score_codex":0.00007967494,"about_ca_system_score_gemma":0.000005511967,"threshold_uncertainty_score":0.5787978},"labels":[],"label_agreement":null},{"id":"W2085378668","doi":"10.1111/1468-5973.12014","title":"Editorial: Exploring the Theoretical Foundations of Crisis Management","year":2013,"lang":"en","type":"editorial","venue":"Journal of Contingencies and Crisis Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Editorial board; Library science; Citation; Praxis; Sociology; Political science; Computer science; Law","score_opus":0.015434530416554008,"score_gpt":0.28906467249377055,"score_spread":0.27363014207721653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085378668","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000673982,0.00078784174,0.00054849865,0.0034729375,0.9393297,0.0006100864,0.0000060616585,0.000021377351,0.054549545],"genre_scores_gemma":[0.01767698,0.029801954,0.0006909412,0.000107865955,0.9463814,0.000085421016,0.0000044794792,0.000037538528,0.005213431],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952427,0.00029271728,0.0010460137,0.00031549504,0.0026251029,0.0004779766],"domain_scores_gemma":[0.99705523,0.00047297444,0.0011367416,0.00039919923,0.0007908749,0.00014500019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031434365,0.0003025542,0.00057647907,0.00035256692,0.00065244216,0.00066806586,0.0012880252,0.00017998574,0.00021461777],"category_scores_gemma":[0.00025056166,0.00020578301,0.00032159843,0.00038554604,0.0006146109,0.0005832283,0.0005854664,0.0004704128,0.000012495568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002242214,0.00006847896,0.000010808423,0.00024082803,0.00051444385,0.000007391142,0.00403868,0.0000057417988,5.280646e-7,0.1062903,0.8806017,0.008198687],"study_design_scores_gemma":[0.00031208995,0.00008096417,0.00006602009,0.00021885958,0.0008066837,1.7541092e-7,0.10802036,0.0000028820698,0.0000017759248,0.0071096946,0.883184,0.00019646289],"about_ca_topic_score_codex":0.00022739552,"about_ca_topic_score_gemma":0.000051579238,"teacher_disagreement_score":0.10398167,"about_ca_system_score_codex":0.00010230972,"about_ca_system_score_gemma":0.00006770281,"threshold_uncertainty_score":0.8391588},"labels":[],"label_agreement":null},{"id":"W2086305148","doi":"10.1108/09653561211256198","title":"Assessing emergency management training and exercises","year":2012,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Emergency management; Government (linguistics); Originality; Local government; Engineering; Knowledge management; Qualitative research; Process management; Political science; Computer science; Public administration; Geography","score_opus":0.0632668508873103,"score_gpt":0.397907553510573,"score_spread":0.33464070262326273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086305148","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":[0.61465657,0.0004199504,0.0145670315,0.00088445074,0.003572923,0.0004127168,0.0000011205162,0.00006899169,0.3654163],"genre_scores_gemma":[0.9725131,0.0060842456,0.0024268096,0.00014461404,0.0005874082,0.000017382148,0.000009486961,0.000010930774,0.018206047],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99851847,0.00014690317,0.00027043803,0.00018955342,0.00055049796,0.0003241405],"domain_scores_gemma":[0.9995001,0.000008170509,0.00014131819,0.00008328609,0.00004943781,0.00021767065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000948309,0.00012146292,0.000097823395,0.00024244725,0.0004883334,0.000820565,0.0002909527,0.000030935807,0.0005173254],"category_scores_gemma":[0.0000075248727,0.00011520423,0.000055849436,0.00009474511,0.00010090874,0.0036737395,0.00019499956,0.000082280465,0.000011230279],"study_design_candidate":"design_other","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":[0.000019902202,0.00025060817,0.024012608,0.000041808275,0.00023267358,0.000020806592,0.024854962,0.0000027980288,0.0000078206685,0.20484729,0.0009368019,0.7447719],"study_design_scores_gemma":[0.0014733002,0.0000665937,0.33653042,0.00031068013,0.00029516986,0.000033791326,0.3074893,0.00011367559,0.0000030110596,0.018083017,0.3350433,0.0005577196],"about_ca_topic_score_codex":0.000007866089,"about_ca_topic_score_gemma":0.000026323292,"teacher_disagreement_score":0.7442142,"about_ca_system_score_codex":0.000039870927,"about_ca_system_score_gemma":0.0000062699974,"threshold_uncertainty_score":0.7912727},"labels":[],"label_agreement":null},{"id":"W2086793259","doi":"10.2495/uw140251","title":"The St George Rainway: building community resilience with green infrastructure","year":2014,"lang":"en","type":"article","venue":"WIT transactions on the built environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Realm; Cohesion (chemistry); Architecture; Landscape architecture; Psychological resilience; Civil engineering; Architectural engineering; Sociology; Environmental resource management; Environmental planning; Political science; Engineering; Geography; Environmental science; Psychology","score_opus":0.011011048644941531,"score_gpt":0.23022061808459773,"score_spread":0.2192095694396562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086793259","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":[0.58488214,0.00008227354,0.3164248,0.03665479,0.000407853,0.0015151923,0.000022366681,0.00019466518,0.059815943],"genre_scores_gemma":[0.98964024,0.00015295339,0.00027750336,0.00042868545,0.00005142038,0.000055773013,8.211481e-7,0.000012981482,0.009379647],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796057,0.0007241697,0.0001502545,0.00019911332,0.00059842755,0.00036745804],"domain_scores_gemma":[0.99862397,0.00049275946,0.00007982843,0.0007044985,0.000009475801,0.00008946265],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012741045,0.00015575177,0.000101437276,0.000034769248,0.0048887017,0.0001448486,0.0009858864,0.000052398154,0.0003042294],"category_scores_gemma":[0.000020771178,0.00008248211,0.000057744208,0.00018582492,0.001279893,0.00014884057,0.000024638983,0.00045864648,0.00005304347],"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":[0.00043627783,0.0008689373,0.0034090558,0.00005481464,0.000392377,0.000006204692,0.054946776,0.1133381,0.0017873881,0.17741273,0.0042260434,0.6431213],"study_design_scores_gemma":[0.0005442501,0.0003458579,0.028166272,0.000071347175,0.00010263358,0.0000025017798,0.03203299,0.001086785,0.0004324976,0.013388186,0.92336553,0.00046114367],"about_ca_topic_score_codex":0.0013120568,"about_ca_topic_score_gemma":0.0024498,"teacher_disagreement_score":0.9191395,"about_ca_system_score_codex":0.00010840369,"about_ca_system_score_gemma":0.000022818289,"threshold_uncertainty_score":0.9964068},"labels":[],"label_agreement":null},{"id":"W2088438466","doi":"10.5465/ambpp.2014.104","title":"Grassroots versus Established Actors’ Framing of a Crisis: Tweeting the Oil Spill","year":2014,"lang":"en","type":"article","venue":"Academy of Management Proceedings","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":"McGill University","funders":"","keywords":"Grassroots; Framing (construction); Social media; Social movement; Microblogging; Affordance; Political science; Public relations; Media studies; Sociology; Politics; Psychology; Geography; Law","score_opus":0.024145409088658195,"score_gpt":0.2986611620123547,"score_spread":0.2745157529236965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088438466","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":[0.51182526,0.000101825455,0.00007556193,0.0060949074,0.00027064208,0.0002702354,6.137426e-7,0.00009018883,0.4812708],"genre_scores_gemma":[0.99584216,0.00037509835,0.00046147182,0.00030301508,0.00018523826,0.000023339935,4.8528705e-7,0.000014283188,0.002794922],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978481,0.000044651504,0.00040999733,0.00033720623,0.0009081371,0.00045189942],"domain_scores_gemma":[0.9991538,0.00016708311,0.00043530806,0.00009728875,0.00007237252,0.00007416238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021283303,0.00016263769,0.00023396582,0.00018639387,0.00036022795,0.00012075656,0.0011879163,0.00010386079,0.00004840888],"category_scores_gemma":[0.00032821865,0.00012586729,0.000102469705,0.00074918923,0.0003731741,0.0005630489,0.00039553462,0.00019667772,0.000010907592],"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":[0.00015192399,0.00013086911,0.00844114,0.0011231096,0.00028066026,5.6773575e-7,0.024672652,0.000019060257,0.00056022214,0.7798741,0.03131341,0.15343231],"study_design_scores_gemma":[0.0020579603,0.00018583295,0.026114173,0.0005892103,0.0005149296,1.7012374e-7,0.17736322,0.00024238652,0.0019097752,0.012077113,0.7782964,0.00064881466],"about_ca_topic_score_codex":0.00015441155,"about_ca_topic_score_gemma":0.000011208891,"teacher_disagreement_score":0.767797,"about_ca_system_score_codex":0.00003351604,"about_ca_system_score_gemma":0.000007865282,"threshold_uncertainty_score":0.51327187},"labels":[],"label_agreement":null},{"id":"W2089039415","doi":"10.1111/j.1467-7717.2010.01221.x","title":"Tsunami survivors' perspectives on vulnerability and vulnerability reduction: evidence from Koh Phi Phi Don and Khao Lak, Thailand","year":2010,"lang":"en","type":"article","venue":"Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Vulnerability (computing); Geography; Environmental health; Disaster risk reduction; Socioeconomics; Environmental protection; Medicine; Environmental planning; Sociology; Computer security","score_opus":0.0225893762637125,"score_gpt":0.30854610896862267,"score_spread":0.2859567327049102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089039415","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":[0.98098797,0.0002910594,0.000034092456,0.0032185663,0.0009249284,0.00041460985,0.000012771493,0.000109128254,0.014006872],"genre_scores_gemma":[0.99798906,0.000270733,0.00011020778,0.00005960033,0.00039040108,0.0000229942,0.000003803942,0.000011292107,0.0011418876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766517,0.00044021406,0.00022439257,0.00082925986,0.0004746585,0.0003663072],"domain_scores_gemma":[0.9986779,0.00046895377,0.00009904025,0.0004541004,0.00007397798,0.0002260014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012885174,0.00022043534,0.0002414335,0.00006867006,0.00072992366,0.0003465795,0.00030397138,0.00012356603,0.00021402854],"category_scores_gemma":[0.0005937584,0.00018628346,0.000061695486,0.0002345225,0.0018668751,0.0008030515,0.00013519291,0.000356678,0.000015693446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043077397,0.00051206956,0.54328245,0.000109772984,0.00008703826,0.000008563993,0.40398443,0.000025146175,0.005675508,0.012325425,0.0011392258,0.032419607],"study_design_scores_gemma":[0.0008450517,0.0002496231,0.555938,0.00019015737,0.00008904641,0.0000028000375,0.4262801,0.00018159437,0.00034171555,0.006892357,0.008166331,0.0008232275],"about_ca_topic_score_codex":0.008212256,"about_ca_topic_score_gemma":0.019987809,"teacher_disagreement_score":0.031596377,"about_ca_system_score_codex":0.000052677748,"about_ca_system_score_gemma":0.000040400166,"threshold_uncertainty_score":0.99839216},"labels":[],"label_agreement":null},{"id":"W2090136427","doi":"10.4000/vertigo.2096","title":"Du risque \"naturel\" à la catastrophe urbaine : Katrina","year":2006,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.005332924726842337,"score_gpt":0.22670129545460604,"score_spread":0.22136837072776372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090136427","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21046406,0.011389757,0.0011964799,0.023590505,0.0032489845,0.00031248084,0.000026336449,0.00013368575,0.7496377],"genre_scores_gemma":[0.7409972,0.00038756258,0.0003720831,0.00022371302,0.0011309072,0.000006869682,0.000010984973,0.000013618129,0.25685707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825686,0.00023518967,0.00022222592,0.00033000688,0.0004187933,0.00053690054],"domain_scores_gemma":[0.9994329,0.00008382371,0.000083586194,0.00023810739,0.00004601006,0.000115522475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002586501,0.00018665736,0.00016981478,0.000067753506,0.0003315471,0.00015533186,0.0004681479,0.00017570143,0.00066330563],"category_scores_gemma":[0.000043706557,0.00017646505,0.00012367654,0.00062431645,0.0007192544,0.00034910577,0.0001340618,0.00021229392,0.00070389063],"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":[0.000018566703,0.00031522036,0.023807192,0.000056957964,0.000028603285,0.00013661476,0.0018576266,0.00042088475,0.00007567859,0.6510264,0.31449446,0.007761777],"study_design_scores_gemma":[0.00029239047,0.000043955923,0.020037724,0.000048672326,0.000057011566,0.00000221537,0.0004782045,0.00024735348,0.00004871059,0.003869965,0.97465485,0.0002189285],"about_ca_topic_score_codex":0.0035026956,"about_ca_topic_score_gemma":0.0012008555,"teacher_disagreement_score":0.6601604,"about_ca_system_score_codex":0.0001150195,"about_ca_system_score_gemma":0.00007190658,"threshold_uncertainty_score":0.9047325},"labels":[],"label_agreement":null},{"id":"W2090425747","doi":"10.1051/radiopro/20116528s","title":"Assessing emergency situations and their aftermath in urban areas: The EMRAS II Urban Areas Working Group","year":2011,"lang":"en","type":"article","venue":"Radioprotection","topic":"Disaster Management and Resilience","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":"Atomic Energy (Canada)","funders":"Centers for Disease Control and Prevention","keywords":"Group (periodic table); Medical emergency; Medicine; Chemistry","score_opus":0.04140342242773378,"score_gpt":0.2714117069491528,"score_spread":0.230008284521419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090425747","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":[0.93974733,0.000444716,0.0050811623,0.0005257695,0.0005794829,0.0006117616,3.978954e-7,0.00009795789,0.052911412],"genre_scores_gemma":[0.99832505,0.00011948472,0.00008493464,0.000027027361,0.00025739564,0.00008236329,0.0000011653892,0.000008458464,0.0010940975],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99897814,0.00018756006,0.00018140345,0.00022563244,0.00017897972,0.0002482572],"domain_scores_gemma":[0.9996467,0.000020017673,0.00010263335,0.00015840841,0.000021346714,0.00005089721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066525885,0.0001079535,0.000094495095,0.00011418634,0.0011906403,0.00014125177,0.00018819906,0.00006340003,0.00009545471],"category_scores_gemma":[0.000052399333,0.00007779963,0.00004189795,0.0005035226,0.0001482323,0.0006627787,0.000061040555,0.00014883545,0.000005492839],"study_design_candidate":"observational","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":[0.000045700075,0.00033934944,0.25832868,0.00004474341,0.000060017264,0.000008893191,0.45418462,0.00001508373,0.0011842764,0.027504543,0.0011392514,0.25714484],"study_design_scores_gemma":[0.00035296334,0.00008745235,0.8840114,0.00020708503,0.00003649884,0.000004723081,0.07330585,0.0011746786,0.0001027953,0.019030701,0.021268396,0.0004174538],"about_ca_topic_score_codex":0.001989134,"about_ca_topic_score_gemma":0.004360734,"teacher_disagreement_score":0.6256827,"about_ca_system_score_codex":0.000073588824,"about_ca_system_score_gemma":0.000019237228,"threshold_uncertainty_score":0.9157563},"labels":[],"label_agreement":null},{"id":"W2090796677","doi":"10.1007/s11069-011-0045-9","title":"Engaging public for building resilient communities to reduce disaster impact","year":2011,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Focus group; Vulnerability (computing); Natural hazard; Community resilience; Environmental planning; Emergency management; Psychological resilience; Environmental resource management; Business; Public relations; Resource (disambiguation); Psychology; Political science; Geography; Computer security; Social psychology; Marketing; Computer science","score_opus":0.07772568066884304,"score_gpt":0.373615965803539,"score_spread":0.29589028513469595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090796677","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":[0.931579,0.00019468636,0.00038080916,0.0011438534,0.000982973,0.0005403893,0.0000078737685,0.00011823409,0.065052204],"genre_scores_gemma":[0.9917456,0.000013744729,0.0022304512,0.0003446505,0.00023701593,0.000042151307,0.000004965997,0.000014140176,0.00536727],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985454,0.00013230201,0.0001722096,0.00018789686,0.0003775836,0.00058460404],"domain_scores_gemma":[0.99923044,0.00012567734,0.00005869872,0.00026554763,0.00013800785,0.0001815979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008641941,0.00014088675,0.00014953695,0.00017239033,0.0008845012,0.00021945455,0.00071628625,0.000059775288,0.0002034626],"category_scores_gemma":[0.00022331855,0.000111706024,0.0001292619,0.00034707482,0.00021799911,0.00056191697,0.00019572365,0.00019082002,0.000026582491],"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":[0.00032537742,0.0002316934,0.0110308435,0.00007960968,0.00014714924,0.000006967416,0.40654576,0.000022236889,0.0021488464,0.18962796,0.04498886,0.3448447],"study_design_scores_gemma":[0.0017152985,0.0006457638,0.05443444,0.00038303944,0.00011731831,0.000004133529,0.44666898,0.0014320398,0.0019234192,0.01622395,0.47461793,0.0018336731],"about_ca_topic_score_codex":0.0015592363,"about_ca_topic_score_gemma":0.0015853243,"teacher_disagreement_score":0.4296291,"about_ca_system_score_codex":0.0001476364,"about_ca_system_score_gemma":0.00008890487,"threshold_uncertainty_score":0.68029577},"labels":[],"label_agreement":null},{"id":"W2091338204","doi":"10.5539/jsd.v5n9p130","title":"Analyzing of Reduction Process of Urban Open Spaces in Process of Cities Development with Emphasis on Crisis Management in Tehran Metropolis","year":2012,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"USable; Urbanism; Process (computing); Order (exchange); Computer science; Scarcity; Business; Geography; Architecture; Economics; Microeconomics","score_opus":0.01676122905833524,"score_gpt":0.31268767523169005,"score_spread":0.29592644617335484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091338204","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":[0.98819816,0.0002673728,0.00009383524,0.0002396976,0.000071685725,0.00059106736,2.6559817e-7,0.0000033823076,0.010534538],"genre_scores_gemma":[0.9949766,0.000118645214,0.0032631315,0.000009201737,0.000023474027,0.000030774558,7.7358163e-7,0.00001029734,0.0015671087],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99735224,0.00011298486,0.00095968175,0.00016345976,0.0009230022,0.00048864796],"domain_scores_gemma":[0.99825305,0.000025761636,0.0009801018,0.000105027466,0.000540962,0.00009510877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002541023,0.00016070195,0.0004701363,0.0013249842,0.00013477111,0.000059536505,0.0006316741,0.000049029142,0.000031933756],"category_scores_gemma":[0.000058487418,0.00012725938,0.000037901165,0.0017107021,0.00016357703,0.0011126783,0.00013467786,0.00011292472,3.3627217e-7],"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":[0.0010176237,0.001986289,0.36843628,0.0030817958,0.0004773257,0.00007026577,0.59843946,0.001562814,0.000035615703,0.00898427,0.00047764048,0.015430615],"study_design_scores_gemma":[0.0009036557,0.00013796132,0.08139969,0.00074959715,0.000041139567,0.0000014472862,0.90536004,0.0000016082817,0.008266721,0.00028581417,0.002666611,0.00018572278],"about_ca_topic_score_codex":0.00043331558,"about_ca_topic_score_gemma":0.0002091757,"teacher_disagreement_score":0.30692056,"about_ca_system_score_codex":0.0005968604,"about_ca_system_score_gemma":0.0007606755,"threshold_uncertainty_score":0.5189487},"labels":[],"label_agreement":null},{"id":"W2091398487","doi":"10.4018/ijrcm.2013100104","title":"Local Resident Perceptions of Border Security Dynamics","year":2013,"lang":"en","type":"article","venue":"International Journal of Risk and Contingency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Perception; Border Security; Position (finance); Geography; Political science; Psychology; Social psychology; Law; Business","score_opus":0.0039047329847033308,"score_gpt":0.2863757384548648,"score_spread":0.28247100547016146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091398487","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":[0.9090405,0.0003057111,0.02491814,0.0016465653,0.0008059471,0.00017812243,0.000003865192,0.000009119497,0.06309199],"genre_scores_gemma":[0.9939836,0.0037468658,0.0004164595,0.000042268046,0.00010929679,0.000002978369,9.833556e-7,0.000003397924,0.0016941318],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99880904,0.00007615051,0.00033923393,0.00008932228,0.0005664296,0.00011983205],"domain_scores_gemma":[0.99914575,0.000041271098,0.0003144492,0.00006330239,0.0003757009,0.000059513794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004739129,0.00006324233,0.000106258994,0.0001641854,0.00010500425,0.00009295577,0.00037999934,0.000025396626,0.00054739456],"category_scores_gemma":[0.000045841713,0.000054327433,0.000074971904,0.00008549605,0.00019349385,0.00031009433,0.00011628145,0.00008684234,0.000010733766],"study_design_candidate":"observational","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":[0.000043742937,0.0002245878,0.17927395,0.000031194548,0.00040968816,0.000028349328,0.02092145,0.00014237489,0.000009056488,0.18461187,0.0044180388,0.6098857],"study_design_scores_gemma":[0.0013004171,0.00012968868,0.57662094,0.00024554585,0.0002333049,0.0000038529724,0.28967726,0.0024380123,0.000012892246,0.089153364,0.03989151,0.00029321972],"about_ca_topic_score_codex":0.0013630495,"about_ca_topic_score_gemma":0.0011410301,"teacher_disagreement_score":0.6095925,"about_ca_system_score_codex":0.00005755272,"about_ca_system_score_gemma":0.000016781725,"threshold_uncertainty_score":0.5993586},"labels":[],"label_agreement":null},{"id":"W2092203402","doi":"10.1007/s11069-006-9035-8","title":"People and community as constituent parts of hazards: the significance of societal dimensions in hazards analysis","year":2006,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":118,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Resources Canada; Health Canada; Public Safety Canada; University of Manitoba","keywords":"Natural hazard; Vulnerability (computing); Causation; Technocracy; Emergency management; Scale (ratio); Resilience (materials science); Risk analysis (engineering); Sociology; Environmental ethics; Engineering ethics; Political science; Business; Engineering; Computer science; Computer security; Geography; Law","score_opus":0.011363774919613396,"score_gpt":0.2935742268288937,"score_spread":0.28221045190928035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092203402","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":[0.96927166,0.00077882415,0.000020636413,0.0008623151,0.00015798387,0.0003021931,0.000016759743,0.00001846155,0.028571181],"genre_scores_gemma":[0.99793965,0.00008265963,0.00007318439,0.00006580748,0.000029666944,0.000011179837,0.000009230681,0.000004029544,0.0017846026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998094,0.00055928936,0.00032661879,0.00017068713,0.0005829384,0.00026647028],"domain_scores_gemma":[0.9989442,0.00041375484,0.0001825389,0.00027936744,0.00013364603,0.000046489997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012466805,0.00012089364,0.00033018223,0.00012679848,0.0005269472,0.000043237364,0.00039137786,0.00007939168,0.00005446269],"category_scores_gemma":[0.00019453603,0.00008556149,0.00016535175,0.001207247,0.0013603778,0.00016892208,0.0001578987,0.0003347675,0.0000024892536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020893253,0.0018462124,0.6420293,0.00030991982,0.0010760707,0.000021539123,0.10590994,0.0041316007,0.004118189,0.19751076,0.016051035,0.026786521],"study_design_scores_gemma":[0.0010728884,0.00015383353,0.8937387,0.00011539323,0.00077159767,0.0000014469828,0.082535736,0.003390319,0.0013198331,0.007655731,0.008710902,0.0005336206],"about_ca_topic_score_codex":0.02802244,"about_ca_topic_score_gemma":0.09103948,"teacher_disagreement_score":0.25170943,"about_ca_system_score_codex":0.00004919994,"about_ca_system_score_gemma":0.00018000085,"threshold_uncertainty_score":0.97845006},"labels":[],"label_agreement":null},{"id":"W2093500183","doi":"10.1108/09653560911003679","title":"Natural hazards and environmental implications in Nepal","year":2009,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Regina","funders":"","keywords":"Flash flood; Landslide; Natural disaster; Natural hazard; Flood myth; Geography; Sanitation; Natural (archaeology); Environmental science; Environmental planning; Water resource management; Environmental engineering; Engineering; Meteorology","score_opus":0.010931976479679167,"score_gpt":0.3217550052570209,"score_spread":0.3108230287773417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093500183","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":[0.9495433,0.00012963322,0.0010981852,0.003588143,0.00050030905,0.00025832144,0.000002745433,0.00002213611,0.044857237],"genre_scores_gemma":[0.9898909,0.0016637741,0.00042902288,0.0004559896,0.00014794467,0.000005330334,0.000026037347,0.0000032051853,0.007377807],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991274,0.00008136557,0.00017986802,0.0001690432,0.00028573303,0.0001566104],"domain_scores_gemma":[0.9997602,0.0000060468133,0.00006929884,0.00006324054,0.00001354463,0.00008764601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030327798,0.00007723701,0.00006234044,0.00019057591,0.0001991155,0.00038943483,0.00023525293,0.000023272101,0.000089555055],"category_scores_gemma":[0.000004081705,0.00007431131,0.000033360222,0.000057504083,0.00009518181,0.0009728608,0.000068035144,0.00008726249,0.000003986603],"study_design_candidate":"observational","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":[0.00004401637,0.00027475238,0.01866387,0.000004854529,0.000046659978,0.000021947011,0.0054424237,0.000005000153,0.00008453937,0.1635849,0.00035265568,0.8114744],"study_design_scores_gemma":[0.0012525773,0.00008946842,0.9099055,0.000078436184,0.000027803793,0.000020630237,0.014053487,0.00043289037,0.0000019144768,0.027817009,0.046110746,0.00020957045],"about_ca_topic_score_codex":0.000009889362,"about_ca_topic_score_gemma":0.00013945508,"teacher_disagreement_score":0.8912416,"about_ca_system_score_codex":0.000058622332,"about_ca_system_score_gemma":0.000009014043,"threshold_uncertainty_score":0.37553293},"labels":[],"label_agreement":null},{"id":"W2096874182","doi":"","title":"BENEFIT-DETRIMENT ANALYSIS FOR NEW RESCUE TECHNOLOGIES","year":2014,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Task (project management); Risk analysis (engineering); Computer science; Computer security; Search and rescue; Engineering; Business; Artificial intelligence; Systems engineering","score_opus":0.023927875641675974,"score_gpt":0.30810607895118747,"score_spread":0.2841782033095115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096874182","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":[0.04744133,0.00016252589,0.19421236,0.017726772,0.00029729676,0.00065522816,0.0000014730707,0.0008952027,0.7386078],"genre_scores_gemma":[0.89751667,0.000035899753,0.004066138,0.0001100207,0.00006386386,0.000012066199,0.0000013990995,0.000002560857,0.09819136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993412,0.0000131800225,0.00009042644,0.0001654675,0.00018059454,0.00020915164],"domain_scores_gemma":[0.99969,0.0000492793,0.00002454402,0.00017044661,0.00002602351,0.000039736213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032659367,0.00005088204,0.00009860117,0.000167655,0.00021815464,0.00008564391,0.0003267054,0.000045846176,0.00010026269],"category_scores_gemma":[0.00014308078,0.00003885163,0.00009035272,0.0007080987,0.00009146235,0.0000947953,0.000059968115,0.000020629988,0.000028216977],"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":[0.0000058645733,0.000026133654,0.0049652182,0.000004274739,0.00011788937,1.00393834e-7,0.00094793085,0.00022859348,0.000044984,0.762993,0.009975613,0.22069044],"study_design_scores_gemma":[0.00037330115,0.000107317974,0.00855012,0.0000066384414,0.00031677174,1.5409093e-8,0.016520102,0.0014206154,0.0011385551,0.089755155,0.88153243,0.00027894584],"about_ca_topic_score_codex":0.0017436561,"about_ca_topic_score_gemma":0.006296721,"teacher_disagreement_score":0.8715568,"about_ca_system_score_codex":0.000019843676,"about_ca_system_score_gemma":0.00001669728,"threshold_uncertainty_score":0.35137182},"labels":[],"label_agreement":null},{"id":"W2096881987","doi":"10.1016/j.wem.2010.05.002","title":"In Reply to Avalanche Triage","year":2010,"lang":"en","type":"article","venue":"Wilderness and Environmental Medicine","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":true,"ca_institutions":"University of Calgary; Banff Mineral Springs Hospital; University of British Columbia","funders":"Indian Council of Agricultural Research","keywords":"Triage; Medical emergency; Aeronautics; Medicine; Psychology; Engineering","score_opus":0.008625856992537049,"score_gpt":0.26973369483974247,"score_spread":0.2611078378472054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096881987","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":[0.9518958,0.00009410277,0.000032155047,0.015474512,0.00048413838,0.00020509305,8.888492e-7,0.000012108526,0.0318012],"genre_scores_gemma":[0.98804146,0.00015637373,0.00004399588,0.0017277388,0.00027272955,0.000012665371,0.0000019501545,0.0000046063774,0.009738484],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992839,0.000027411572,0.00011178041,0.00018317101,0.00021561443,0.00017811003],"domain_scores_gemma":[0.99970645,0.000031032752,0.000021820644,0.00011250359,8.865493e-7,0.00012731417],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003674148,0.000065867906,0.00010487377,0.00005466948,0.00010347796,0.00001232224,0.00012094627,0.00003154723,0.0009704319],"category_scores_gemma":[0.000042806616,0.000050955598,0.000009387232,0.00008584673,0.00037329443,0.00011451422,0.000054807155,0.00009348673,0.000035675126],"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":[0.00012833023,0.00043106996,0.5233893,0.000047610996,0.000021268666,0.00015226874,0.10187341,0.000010714619,0.037274446,0.034062065,0.041310746,0.2612988],"study_design_scores_gemma":[0.0008490597,0.00008118028,0.24380738,0.00003813702,0.000009122547,0.0000015601952,0.019598175,0.000017642296,0.000052177256,0.0010567673,0.7343415,0.00014727743],"about_ca_topic_score_codex":0.0011061954,"about_ca_topic_score_gemma":0.00076409854,"teacher_disagreement_score":0.6930308,"about_ca_system_score_codex":0.000014956206,"about_ca_system_score_gemma":0.0000037794355,"threshold_uncertainty_score":0.99994284},"labels":[],"label_agreement":null},{"id":"W2097147263","doi":"10.1017/s0140525x00784020","title":"Metaphoric threat is more real than real threat","year":2000,"lang":"en","type":"article","venue":"Behavioral and Brain Sciences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Representation (politics); Process (computing); Dream; Constant (computer programming); Psychology; Computer science; Cognitive psychology; Social psychology; Cognitive science; Political science; Law","score_opus":0.057431626556725165,"score_gpt":0.373495621592302,"score_spread":0.3160639950355768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097147263","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":[0.79928863,0.00013592755,7.07278e-7,0.0037250693,0.00010883916,0.0001719006,0.000004377492,0.000073817704,0.1964907],"genre_scores_gemma":[0.926934,0.0015246437,0.00015596517,0.0003407606,0.0001428372,0.000013730264,0.0000021498988,0.000005452005,0.07088044],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99801344,0.00007306329,0.00017556253,0.0004945511,0.00073622674,0.00050715124],"domain_scores_gemma":[0.9995347,0.00005072218,0.000049383903,0.00015648789,0.00002749019,0.00018120003],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068981544,0.00015623216,0.0001766792,0.00009299653,0.0013625132,0.0003830044,0.0005552021,0.00007478961,0.0012852849],"category_scores_gemma":[0.000006541048,0.00011060083,0.00007691867,0.0007527606,0.0021648386,0.0007313369,0.00007674857,0.000072221235,0.000064941676],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037666254,0.00031225797,0.36480874,0.000012621152,0.0000133530875,0.00004395435,0.07742842,0.000004363671,0.00036825507,0.025646782,0.014984723,0.5163388],"study_design_scores_gemma":[0.00081795047,0.00082419254,0.77283156,0.000081892395,0.00017278045,0.000009096885,0.10405792,0.00012891483,0.00023595583,0.01716268,0.102463,0.0012140753],"about_ca_topic_score_codex":0.017992817,"about_ca_topic_score_gemma":0.0035985983,"teacher_disagreement_score":0.5151248,"about_ca_system_score_codex":0.000022923217,"about_ca_system_score_gemma":0.00006438787,"threshold_uncertainty_score":0.9999376},"labels":[],"label_agreement":null},{"id":"W2098640548","doi":"10.1007/s10726-012-9320-8","title":"Community-based Decision Making in Japan","year":2012,"lang":"en","type":"article","venue":"Group Decision and Negotiation","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; Toronto Metropolitan University","funders":"","keywords":"Negotiation; Emergency management; Government (linguistics); Citizen journalism; Participatory planning; Business; Environmental planning; Public relations; Disaster response; Urban planning; Political science; Sociology; Economic growth; Geography; Engineering; Economics; Civil engineering","score_opus":0.035833358714477126,"score_gpt":0.34297284993632404,"score_spread":0.3071394912218469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098640548","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":[0.96521467,0.000121487166,0.023364041,0.00017943709,0.00039409465,0.00016946462,4.936875e-7,0.00003445533,0.01052183],"genre_scores_gemma":[0.9969477,0.000045512857,0.002355635,0.00046990556,0.00007327787,0.0000054222296,0.000004249081,0.00000514064,0.000093122355],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998838,0.00027901356,0.00018270868,0.00010403367,0.00035552718,0.00024068232],"domain_scores_gemma":[0.99914646,0.0005477625,0.00006192107,0.00014634171,0.000021109796,0.00007638413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017817181,0.00007131484,0.00008997815,0.0001947367,0.00050399394,0.000108434455,0.00016982625,0.00006909483,0.00009179822],"category_scores_gemma":[0.00026092332,0.00006367228,0.000026421254,0.0003673518,0.00007674752,0.00055077585,0.000069255366,0.00012678896,0.000045274264],"study_design_candidate":"observational","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":[0.00006819293,0.00018360034,0.23697871,0.000008456366,0.0000017367288,5.0428673e-7,0.0134782335,0.00003629981,0.000054310287,0.015374206,0.0009429295,0.7328728],"study_design_scores_gemma":[0.00062085234,0.000041071587,0.94564474,0.00016360609,0.0000071837753,2.6905042e-7,0.008868195,0.0007358137,0.000007109333,0.008553162,0.035199918,0.00015810259],"about_ca_topic_score_codex":0.00021083745,"about_ca_topic_score_gemma":0.0020053906,"teacher_disagreement_score":0.7327147,"about_ca_system_score_codex":0.000052392377,"about_ca_system_score_gemma":0.000010575583,"threshold_uncertainty_score":0.38763648},"labels":[],"label_agreement":null},{"id":"W2100333869","doi":"","title":"Considering Convergence, Coordination, and Social Capital in Disasters","year":2004,"lang":"en","type":"article","venue":"Library, Museums and Press - UDSpace (University of Delaware)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Federal Emergency Management Agency; Public Entity Risk Institute; National Science Foundation","keywords":"Convergence (economics); Social capital; Business; Economics; Computer science; Economic growth; Sociology; Social science","score_opus":0.011762352900399677,"score_gpt":0.20624494558625964,"score_spread":0.19448259268585996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100333869","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":[0.9744196,0.00016999317,0.00025836297,0.0076525463,0.0000889259,0.00016104143,0.000008642783,0.00003930103,0.01720159],"genre_scores_gemma":[0.9967259,0.0003456164,0.00029441374,0.000050593357,0.000018910729,2.5823715e-7,0.0000038338117,0.000004848182,0.0025556225],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99936676,0.00005228042,0.0000677128,0.00018960731,0.00014471226,0.00017893007],"domain_scores_gemma":[0.99976313,0.000032867047,0.00006392799,0.000057434772,0.00001327501,0.00006937655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007421104,0.000078293204,0.00013263496,0.00008164354,0.00033917703,0.000066947,0.0001554894,0.00006538701,0.00006466271],"category_scores_gemma":[0.000004882994,0.000094200455,0.000026870874,0.00013756298,0.00061542494,0.0013760206,0.0001620732,0.000064370164,0.0000015421699],"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":[0.00009590958,0.00012651736,0.09780524,0.00020542958,0.000065354136,0.00007094,0.4699801,0.00019920824,0.00006973132,0.42464626,0.0031957633,0.0035395557],"study_design_scores_gemma":[0.0038255057,0.00014082807,0.18012984,0.00019754271,0.00007833059,0.0000027390688,0.68676406,0.00033421084,0.000059171813,0.010358839,0.117373794,0.00073512003],"about_ca_topic_score_codex":0.004545318,"about_ca_topic_score_gemma":0.0039179567,"teacher_disagreement_score":0.41428742,"about_ca_system_score_codex":0.0000113706365,"about_ca_system_score_gemma":0.000042512427,"threshold_uncertainty_score":0.6871192},"labels":[],"label_agreement":null},{"id":"W2101500010","doi":"10.69554/ynfr8429","title":"Measuring disaster-resilient communities: A case study of coastal communities in Indonesia","year":2012,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Red Cross Society","funders":"","keywords":"Vulnerability (computing); Community resilience; Process (computing); Environmental resource management; Resilience (materials science); Outcome (game theory); Index (typography); Disaster risk reduction; Sustainability; Process management; Environmental planning; Business; Geography; Computer science; Environmental science; Resource (disambiguation); Economics; Computer security; Ecology","score_opus":0.09381624508087703,"score_gpt":0.3226171184167824,"score_spread":0.22880087333590537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101500010","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":[0.9213887,0.000045324974,0.000018386123,0.00002422365,0.00019119857,0.00044442367,0.0000016934436,0.00003526154,0.077850804],"genre_scores_gemma":[0.99913716,0.000013560253,0.000025920619,0.00003143346,0.000047272126,0.000029324274,0.0000016516275,0.000008075388,0.0007055882],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9979512,0.0008263201,0.00030703368,0.00006380918,0.00043700734,0.0004146175],"domain_scores_gemma":[0.99917245,0.00023885236,0.00008507066,0.00034407823,0.00006247334,0.00009710446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011762994,0.00011618671,0.00020000731,0.00019327781,0.00041874815,0.000062596606,0.00042942681,0.00003784338,0.00015835564],"category_scores_gemma":[0.000022418073,0.0001023,0.00003543075,0.0003325685,0.00042242193,0.0004055725,0.00035684858,0.00014482794,0.000008022895],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009934958,0.0009739318,0.5106429,0.000013910831,0.000011263542,0.00001899462,0.48519558,0.000028255316,0.0000016229656,0.0020144414,0.00004436557,0.0010447898],"study_design_scores_gemma":[0.0005002593,0.00008489058,0.03201201,0.000037994694,0.00001269349,0.000004816134,0.96625465,0.000033893702,0.000003992915,0.00001506633,0.0009182493,0.00012145236],"about_ca_topic_score_codex":0.20951407,"about_ca_topic_score_gemma":0.5982428,"teacher_disagreement_score":0.4810591,"about_ca_system_score_codex":0.000039307484,"about_ca_system_score_gemma":0.000026274889,"threshold_uncertainty_score":0.79574984},"labels":[],"label_agreement":null},{"id":"W2105566173","doi":"10.1111/j.1467-9299.2010.01836.x","title":"LEADERSHIP STYLE, CRISIS RESPONSE AND BLAME MANAGEMENT: THE CASE OF HURRICANE KATRINA","year":2010,"lang":"en","type":"article","venue":"Public Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":280,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"University of Newcastle Australia","keywords":"Blame; Crisis management; Hurricane katrina; Politics; Political science; Leadership style; Public relations; Style (visual arts); Sociology; Public administration; Political economy; Social psychology; Psychology; Natural disaster; Law; History; Geography","score_opus":0.041115267215470604,"score_gpt":0.3164825033139023,"score_spread":0.2753672360984317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105566173","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":[0.909224,0.000020247091,0.000114092705,0.039609794,0.00015095853,0.00028580203,0.000002617207,0.000034363802,0.050558176],"genre_scores_gemma":[0.9955085,0.000017825048,0.00013501522,0.00014217755,0.00006797624,0.000015610434,0.0000018402711,0.0000038610974,0.004107187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9991437,0.0001502205,0.00014818941,0.00016284826,0.00020234255,0.00019269825],"domain_scores_gemma":[0.99943817,0.00013425163,0.000098273864,0.00019924666,0.00005127633,0.00007881207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013989086,0.00006456812,0.00006411056,0.000083464234,0.00037007214,0.00021352665,0.00021035707,0.00004679109,0.00019132416],"category_scores_gemma":[0.00019860653,0.00004959128,0.000025551337,0.0003358536,0.00044191306,0.00033842304,0.000044773686,0.00009560439,0.000007226043],"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":[0.000168551,0.00015851569,0.002134795,0.000062487736,0.000037866517,0.0002013346,0.011365646,4.272939e-7,0.00020483037,0.9474461,0.004554522,0.033664938],"study_design_scores_gemma":[0.0009005049,0.00041024637,0.049547873,0.000015867292,0.00014616289,0.0001139746,0.6194485,0.0002866167,0.00026886328,0.005129485,0.32326376,0.00046816832],"about_ca_topic_score_codex":0.00012583168,"about_ca_topic_score_gemma":0.00343925,"teacher_disagreement_score":0.9423166,"about_ca_system_score_codex":0.000008936779,"about_ca_system_score_gemma":0.000059842172,"threshold_uncertainty_score":0.2846333},"labels":[],"label_agreement":null},{"id":"W2106270775","doi":"10.1139/juvs-2015-0004","title":"Unmanned aerial systems: collaborative innovation to support emergency response","year":2015,"lang":"en","type":"article","venue":"Journal of Unmanned Vehicle Systems","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emergency response; Disaster response; Event (particle physics); Service (business); Incident response; Function (biology); Scale (ratio); Aeronautics; Business; Emergency management; Environmental planning; Environmental resource management; Risk analysis (engineering); Computer security; Computer science; Environmental science; Engineering; Medical emergency; Geography; Political science; Marketing; Cartography","score_opus":0.049616354539183595,"score_gpt":0.34921502657773584,"score_spread":0.2995986720385522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106270775","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":[0.9648426,0.00029820082,0.0007755179,0.002763064,0.010573119,0.00093795586,0.000015882455,0.000054588938,0.019739069],"genre_scores_gemma":[0.9765776,0.000033028173,0.00006326641,0.000044820365,0.0015139623,0.000009158673,0.0000019349568,0.000018410696,0.021737823],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955824,0.0014318858,0.0010926891,0.00021341417,0.0012561084,0.00042353],"domain_scores_gemma":[0.99600977,0.00009489043,0.0009541042,0.0002144524,0.002353198,0.00037358503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066915965,0.00016902575,0.0004045139,0.0006509253,0.00028450455,0.00026070443,0.0006031847,0.00012814591,0.000033558368],"category_scores_gemma":[0.0011795006,0.00014879905,0.000071264396,0.0027559076,0.00009520232,0.00085864495,0.00006792188,0.00015036685,0.00015423885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012706008,0.00057850464,0.0087277405,0.00021666387,0.00041045895,0.0004958317,0.106565095,0.011092779,0.010457633,0.10446469,0.74236816,0.0019164457],"study_design_scores_gemma":[0.0019170652,0.0020491667,0.0013304746,0.00024226026,0.00005360226,0.000016271322,0.1826722,0.0002577299,0.00009031852,0.00020005034,0.81079906,0.00037179646],"about_ca_topic_score_codex":0.00027717176,"about_ca_topic_score_gemma":0.00010844218,"teacher_disagreement_score":0.10426464,"about_ca_system_score_codex":0.00037183333,"about_ca_system_score_gemma":0.0008935923,"threshold_uncertainty_score":0.60678494},"labels":[],"label_agreement":null},{"id":"W2107142106","doi":"10.12968/jpar.2011.3.6.318","title":"The paramedic kairotope theory: methodology and rationale","year":2011,"lang":"en","type":"article","venue":"Journal of Paramedic Practice","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":true,"ca_institutions":"Ministry of Health and Long Term Care","funders":"","keywords":"Combat Medical Technician; Emergency Care Practitioner; Ambulance service; Major trauma; Grounded theory; Continuing professional development; Qualitative research; Management theory; Medical education; Psychology; Medicine; Sociology; Professional development; Management science; Engineering; Medical emergency","score_opus":0.13801128511017857,"score_gpt":0.3951566044119486,"score_spread":0.25714531930177004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107142106","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":[0.08023169,0.010755514,0.039908417,0.08720271,0.005892495,0.0009833811,9.961326e-7,0.00004524688,0.77497953],"genre_scores_gemma":[0.9230403,0.015636014,0.038233653,0.0058424277,0.0016734028,0.000024965113,3.9359676e-7,0.000018740828,0.015530117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970667,0.0018399495,0.00029382017,0.000086197215,0.00051419734,0.0001991365],"domain_scores_gemma":[0.99326396,0.0057641147,0.0005559924,0.00010806521,0.00017569246,0.00013216476],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011404592,0.00006298343,0.00012974464,0.000049798266,0.00044943826,0.000077052224,0.00036908186,0.000057106772,0.0001734245],"category_scores_gemma":[0.014065201,0.000037081416,0.000042870528,0.00014337336,0.0009096768,0.0006832509,0.00005025607,0.0002742459,0.000019673853],"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":[0.0005271029,0.00016063612,0.0009552296,0.000008881615,0.00019947875,0.00012647876,0.061586615,0.0000016580213,0.000022370865,0.7061544,0.01695338,0.21330374],"study_design_scores_gemma":[0.00032965973,0.00017721127,0.0020568923,0.000020876232,0.00013067956,0.00009691339,0.07681852,0.00001064632,0.000010432082,0.13381232,0.78646654,0.000069290545],"about_ca_topic_score_codex":0.00008917238,"about_ca_topic_score_gemma":0.000055618064,"teacher_disagreement_score":0.8428086,"about_ca_system_score_codex":0.000021870637,"about_ca_system_score_gemma":0.00020960477,"threshold_uncertainty_score":0.99423975},"labels":[],"label_agreement":null},{"id":"W2108577595","doi":"10.1037/1076-8998.13.1.24","title":"Terrorism and hazardous material trucking: Promoting perceived collective efficacy for terrorism prevention.","year":2008,"lang":"en","type":"article","venue":"Journal of Occupational Health Psychology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Terrorism; Hazardous waste; Collective efficacy; Intervention (counseling); Suicide prevention; Psychology; Poison control; Human factors and ergonomics; Truck; Criminology; Social psychology; Political science; Engineering; Environmental health; Medicine; Law; Psychiatry; Waste management","score_opus":0.12984546547271447,"score_gpt":0.474140941209777,"score_spread":0.34429547573706254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108577595","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":[0.98553616,0.0000702925,0.0022556765,0.008346096,0.0015880422,0.00060065853,0.0000076652605,0.000013685749,0.0015817123],"genre_scores_gemma":[0.99337745,0.00012938624,0.0032515272,0.0010039946,0.0008396329,0.000014601028,0.000004753366,0.000008949877,0.00136969],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983387,0.00030457354,0.00053774973,0.00018137883,0.0003156552,0.00032191796],"domain_scores_gemma":[0.99881554,0.00013277473,0.0006191736,0.00006658562,0.00021455977,0.00015138547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011035859,0.00009387203,0.00025004352,0.00019202396,0.00087540137,0.000029760551,0.00017816343,0.000083660605,0.0000693213],"category_scores_gemma":[0.0001852911,0.0000833374,0.000081702194,0.00015671337,0.0002531812,0.00022789124,0.000021368134,0.0001256064,0.000002395991],"study_design_candidate":"observational","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":[0.011861817,0.003953509,0.16051246,0.0004941807,0.00055460405,0.00014267027,0.5259767,0.000079303354,0.0011726882,0.0060744504,0.15993196,0.12924565],"study_design_scores_gemma":[0.0023221937,0.001280664,0.96268296,0.000080178455,0.000016572161,0.00010410584,0.0018381858,0.00003060055,0.0000040843197,0.0020789164,0.029440312,0.00012125443],"about_ca_topic_score_codex":0.000022275512,"about_ca_topic_score_gemma":0.000047836642,"teacher_disagreement_score":0.80217046,"about_ca_system_score_codex":0.00013109451,"about_ca_system_score_gemma":0.00066728884,"threshold_uncertainty_score":0.6732968},"labels":[],"label_agreement":null},{"id":"W2109026303","doi":"10.1080/00207594.2010.532799","title":"Coping with traumatic stress in journalism: A critical ethnographic study","year":2011,"lang":"en","type":"article","venue":"International Journal of Psychology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Witness; Coping (psychology); Psychology; Ethnography; Journalism; Population; Social psychology; Applied psychology; Clinical psychology; Media studies; Medicine; Sociology; Political science","score_opus":0.10216003502836879,"score_gpt":0.449426442144146,"score_spread":0.3472664071157772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109026303","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":[0.9591741,0.0000804171,0.0019021911,0.003938806,0.0014405006,0.00009792347,6.363519e-7,0.0000065944523,0.033358827],"genre_scores_gemma":[0.99858534,0.000058882448,0.00065201777,0.00045066208,0.0001839161,0.0000024918638,1.0443965e-7,0.000004625009,0.00006198228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998542,0.0002629696,0.00037396222,0.000102399565,0.0005469118,0.0001717469],"domain_scores_gemma":[0.9993245,0.000087072964,0.00019300099,0.000067889065,0.00025389163,0.00007362816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084555364,0.000065542925,0.00014028771,0.00046563856,0.000057188667,0.00005434316,0.000690975,0.000039485945,0.00038472287],"category_scores_gemma":[0.00011769387,0.000050108356,0.00004787279,0.00021598344,0.00029892966,0.00033144798,0.000023968412,0.0002291983,0.000006111311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005916133,0.0033235247,0.72107935,0.00000882953,0.00030012135,0.002204822,0.23570383,0.000015020112,0.00003896316,0.027535696,0.0011083556,0.008089856],"study_design_scores_gemma":[0.0041707586,0.0018212411,0.82386005,0.0004113749,0.000080055455,0.00022019481,0.14724827,0.000010099122,0.0000142489525,0.018022416,0.0038582121,0.0002830541],"about_ca_topic_score_codex":0.00023641718,"about_ca_topic_score_gemma":0.002551268,"teacher_disagreement_score":0.1027807,"about_ca_system_score_codex":0.000028084021,"about_ca_system_score_gemma":0.00004304007,"threshold_uncertainty_score":0.42124456},"labels":[],"label_agreement":null},{"id":"W2109211801","doi":"10.24908/pceea.v0i0.3723","title":"EARTHQUAKE ENGINEERING EDUCATION: THE MEXICO-JAPAN EXPERIENCE","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Agency (philosophy); Landslide; Political science; Emergency management; Toll; Population; Economic growth; Geography; Environmental planning; Engineering; Sociology; Social science; Medicine","score_opus":0.01195005646868953,"score_gpt":0.22599322063301194,"score_spread":0.21404316416432242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109211801","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":[0.82419807,0.00016751363,0.000016406853,0.00953,0.0047609056,0.0007410932,0.0000044890594,0.00013454417,0.16044696],"genre_scores_gemma":[0.98487663,0.000018558434,0.0003117429,0.0003760139,0.00029761615,0.0001034667,0.0000013731155,0.000017421546,0.013997191],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99874276,0.000011510489,0.00022981978,0.0001858209,0.00045368637,0.0003764178],"domain_scores_gemma":[0.9989724,0.000040931667,0.00024067203,0.0001363658,0.00040057913,0.00020901188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005806727,0.0001281711,0.00010727396,0.0001840856,0.0005119398,0.00017773118,0.000744712,0.00010166546,0.00012906393],"category_scores_gemma":[0.0010170282,0.00010736827,0.000078911595,0.00075513846,0.00006722589,0.00043374838,0.000038682116,0.00017211451,0.000021272215],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035568023,0.00021023817,0.28286982,0.00019663201,0.0001102422,8.1191224e-8,0.19396429,0.00021510816,0.0005098709,0.44319236,0.06915571,0.009572097],"study_design_scores_gemma":[0.000088531226,0.000012833935,0.5726322,0.0001758678,0.00004869143,0.0000010284203,0.026683262,0.0002919323,0.00074192265,0.00051491545,0.3984555,0.0003533036],"about_ca_topic_score_codex":0.024312064,"about_ca_topic_score_gemma":0.01636837,"teacher_disagreement_score":0.44267744,"about_ca_system_score_codex":0.0008982515,"about_ca_system_score_gemma":0.0010186166,"threshold_uncertainty_score":0.9821851},"labels":[],"label_agreement":null},{"id":"W2109443009","doi":"10.5539/ass.v5n4p59","title":"The Reflection of Contemporary Chinese Social Mentality via Internet: A Content Analysis of Comments from the Pray-for-blessings Website","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"China Postdoctoral Science Foundation","keywords":"Sympathy; Theism; China; Content (measure theory); Social psychology; Cohesion (chemistry); Psychology; Sociology; Religious studies; Philosophy; Political science; Law; Theology","score_opus":0.056454609495029354,"score_gpt":0.3732508154706518,"score_spread":0.31679620597562247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109443009","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":[0.68159866,0.00010657567,0.0030883038,0.021730347,0.0005448968,0.0008978437,0.000045417288,0.00004126123,0.29194668],"genre_scores_gemma":[0.9988143,0.000007161458,0.000039947336,0.0004474395,0.00013106098,0.000009140635,0.0000068559484,0.0000026934251,0.00054141565],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980188,0.00023839751,0.00036170398,0.00025602104,0.0008353694,0.00028968425],"domain_scores_gemma":[0.9989996,0.00014219247,0.00048125754,0.00014698094,0.00018006809,0.00004990186],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020593181,0.000103602564,0.00024570542,0.000075390366,0.0020560247,0.00018673755,0.0009999328,0.000051738487,0.0000156749],"category_scores_gemma":[0.00013232815,0.000062810446,0.00021665853,0.002039318,0.0026581879,0.00041482373,0.00010122986,0.00008028844,0.000001160037],"study_design_candidate":"observational","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":[0.00034213465,0.0004901113,0.12254015,0.000010596924,0.00065734016,9.2773456e-7,0.31971475,7.482217e-7,0.011335773,0.1013062,0.0056474423,0.43795383],"study_design_scores_gemma":[0.00034813472,0.00007284662,0.9381183,0.000013960112,0.00017273176,2.511391e-8,0.047870763,0.00011211984,0.00022997301,0.008166923,0.0047646263,0.00012959272],"about_ca_topic_score_codex":0.0039497362,"about_ca_topic_score_gemma":0.0023380711,"teacher_disagreement_score":0.81557816,"about_ca_system_score_codex":0.0001274154,"about_ca_system_score_gemma":0.00013003935,"threshold_uncertainty_score":0.99924314},"labels":[],"label_agreement":null},{"id":"W2110675324","doi":"10.22059/ijer.2010.48","title":"The Communication of Disaster Information and Knowledge to Children Using Game Technique: The Disaster Awareness Game (DAG)","year":2009,"lang":"en","type":"article","venue":"TSpace","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"Vulnerability (computing); Reliability (semiconductor); Emergency management; Fraternity; Theme (computing); Psychology; Knowledge management; Computer security; Computer science; Engineering; Applied psychology; Political science; World Wide Web","score_opus":0.02181092770235861,"score_gpt":0.3732936909585324,"score_spread":0.3514827632561738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110675324","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":[0.9537448,0.0002862132,0.00412966,0.0067296056,0.00006491002,0.0008740624,0.0000012348578,0.000039302526,0.03413018],"genre_scores_gemma":[0.9977127,0.000088927,0.00014476918,0.00017746678,0.00003129377,0.000012133987,0.0000018100977,0.000002925243,0.0018279784],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992494,0.00016393879,0.00015310738,0.000075296746,0.00019136042,0.00016691652],"domain_scores_gemma":[0.9993917,0.00008197013,0.00010137728,0.00032331495,0.00006114137,0.000040538613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006186113,0.000072915456,0.00007728582,0.00004272146,0.00042358693,0.0001880574,0.0004564435,0.00003565203,0.00000989265],"category_scores_gemma":[0.000060171144,0.00004244436,0.000024617066,0.0002901544,0.00030936842,0.00039240584,0.00014788343,0.00006692194,0.0000106149],"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":[0.00005763856,0.00008795802,0.008419403,0.000022689228,0.00002505442,9.982622e-8,0.7795018,0.00016880431,0.0004556334,0.032456707,0.0033025257,0.17550172],"study_design_scores_gemma":[0.00092181144,0.00027497445,0.31098208,0.00053780567,0.00014275777,0.0000046726827,0.36760187,0.0022610985,0.0007767252,0.007579475,0.30806383,0.00085289864],"about_ca_topic_score_codex":0.0005980354,"about_ca_topic_score_gemma":0.00079473766,"teacher_disagreement_score":0.4118999,"about_ca_system_score_codex":0.000025597834,"about_ca_system_score_gemma":0.000035255063,"threshold_uncertainty_score":0.3257931},"labels":[],"label_agreement":null},{"id":"W2110740359","doi":"10.7202/013026ar","title":"Les sinistrés des inondations de 1996 au Saguenay : problèmes vécus et séquelles psychologiques","year":2006,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Art; Psychology","score_opus":0.027450333336049897,"score_gpt":0.34247741557035705,"score_spread":0.31502708223430714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110740359","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":[0.68443274,0.0029070792,0.0003398768,0.008055099,0.0004697401,0.00034450646,0.000024351539,0.000114494025,0.30331212],"genre_scores_gemma":[0.9375711,0.0005745655,0.0014331095,0.00036946454,0.0004545828,0.00005723355,0.000032547006,0.000024757368,0.05948265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729764,0.00058379193,0.000413599,0.00047894302,0.00037711117,0.0008488918],"domain_scores_gemma":[0.9991675,0.00018804814,0.00020153781,0.0002691799,0.000045988778,0.00012771574],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0007348282,0.00029686425,0.00024135462,0.00010278089,0.0013870547,0.00021241391,0.0005783851,0.00017621656,0.0007021558],"category_scores_gemma":[0.00005592103,0.0002804923,0.00013819776,0.0004339816,0.0029762785,0.0006178382,0.00017490108,0.00019955287,0.0002597287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030103052,0.0012514698,0.55242914,0.00019030755,0.00008902971,0.0000381338,0.057949543,0.000114289265,0.0014106786,0.080816105,0.015421024,0.2902602],"study_design_scores_gemma":[0.00052648707,0.0002744621,0.588687,0.00037111153,0.00013805673,0.000010030017,0.04078124,0.000048523358,0.0012349972,0.011747408,0.35553634,0.0006443372],"about_ca_topic_score_codex":0.80174667,"about_ca_topic_score_gemma":0.91303337,"teacher_disagreement_score":0.34011534,"about_ca_system_score_codex":0.0014369569,"about_ca_system_score_gemma":0.0010980641,"threshold_uncertainty_score":0.9999647},"labels":[],"label_agreement":null},{"id":"W2111041005","doi":"10.3390/ijerph121012518","title":"Gender-Based Experiences and Perceptions after the 2010 Winter Storms in Atlantic Canada","year":2015,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski; Brock University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Storm; Perception; Geography; Winter storm; Psychology; Climatology; Meteorology; Geology","score_opus":0.08994116672645404,"score_gpt":0.38484534658050035,"score_spread":0.2949041798540463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111041005","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":[0.970081,0.00043843855,0.00003069485,0.0281176,0.00026475295,0.00008751834,0.0000035692644,9.537613e-7,0.00097549125],"genre_scores_gemma":[0.9982438,0.0005881036,0.000028383296,0.0006130278,0.00012941679,0.00000737859,0.0000012304139,0.0000022871402,0.00038634037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980293,0.00027209503,0.00018054916,0.00008827272,0.0011704558,0.00025933905],"domain_scores_gemma":[0.9994064,0.000108013315,0.000059881775,0.000046390207,0.000044368833,0.00033492592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020097087,0.000043524382,0.00006398823,0.00013755576,0.00015626395,0.0001668724,0.00029831583,0.000017504357,0.00026171608],"category_scores_gemma":[0.00012210023,0.00002806547,0.00001296648,0.00007372228,0.0005715394,0.00030171248,0.000082551,0.00019220391,0.000002213216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001386208,0.0003184795,0.8764009,0.000007248109,0.00002694664,0.00007749202,0.08772607,0.000005024704,0.000010523452,0.0007121628,0.009373776,0.02520275],"study_design_scores_gemma":[0.00041773517,0.00016028063,0.59596795,0.00002252108,6.9074383e-7,0.0000120081395,0.3057671,0.000044355613,4.7416836e-7,0.00042722834,0.09712537,0.000054275428],"about_ca_topic_score_codex":0.071612954,"about_ca_topic_score_gemma":0.28499562,"teacher_disagreement_score":0.28043294,"about_ca_system_score_codex":0.00044213756,"about_ca_system_score_gemma":0.0009944976,"threshold_uncertainty_score":0.93456924},"labels":[],"label_agreement":null},{"id":"W2111961644","doi":"10.3390/cli3010016","title":"Self-Reported Experiences of Climate Change in Nigeria: The Role of Personal and Socio-Environmental Factors","year":2014,"lang":"en","type":"article","venue":"Climate","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"International Development Research Centre","keywords":"Vulnerability (computing); Climate change; Geography; Flooding (psychology); Flood myth; Social vulnerability; Environmental planning; Socioeconomics; Environmental resource management; Environmental science; Psychology; Psychological resilience; Ecology; Social psychology; Sociology","score_opus":0.013299517244868738,"score_gpt":0.2628196889699046,"score_spread":0.24952017172503585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111961644","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":[0.98686516,0.0001802367,4.3245782e-7,0.00007655936,0.000090888614,0.00016928141,0.000004247235,0.000013183023,0.012599984],"genre_scores_gemma":[0.99879664,0.0010900032,0.000015993473,0.000021555346,0.000031533298,0.000019426278,0.000002226204,0.0000038953617,0.000018745797],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9991155,0.0000989334,0.00018106274,0.00013862463,0.00023025068,0.00023557352],"domain_scores_gemma":[0.99967307,0.000057788446,0.00014838108,0.00008137166,0.000005519114,0.000033869663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004765554,0.00007123711,0.00013001397,0.000034822777,0.00018304039,0.000020952588,0.00015531847,0.000038509774,0.00009085561],"category_scores_gemma":[0.000016277956,0.000048822178,0.000035201378,0.00008643993,0.00054176495,0.00016836183,0.000102611346,0.00003924199,0.0000023224366],"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":[0.0000057718985,0.00004801485,0.5584583,0.000019523886,0.0000072439875,5.2273253e-7,0.437837,1.3569813e-7,0.00028789762,0.0012652272,0.0000016599438,0.002068691],"study_design_scores_gemma":[0.0001450279,0.000045094966,0.18735816,0.000021925334,0.000014846979,2.3464042e-7,0.8105227,0.00020982284,0.0001600766,0.00020342629,0.001230724,0.000088011024],"about_ca_topic_score_codex":0.00009488321,"about_ca_topic_score_gemma":0.0001239037,"teacher_disagreement_score":0.37268564,"about_ca_system_score_codex":0.000014182785,"about_ca_system_score_gemma":0.00000604585,"threshold_uncertainty_score":0.19961555},"labels":[],"label_agreement":null},{"id":"W2112656028","doi":"10.4000/vertigo.14502","title":"Un prototype SIG pour analyser la résilience urbaine : application à la ville de Dublin","year":2013,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art","score_opus":0.008921675004332311,"score_gpt":0.26555195422021993,"score_spread":0.2566302792158876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112656028","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":[0.53033537,0.0016843973,0.026164291,0.019840602,0.00038713103,0.0022213461,0.0000042769057,0.0001645577,0.419198],"genre_scores_gemma":[0.9308099,0.0001704823,0.0016807003,0.00034708407,0.0002130052,0.00030039958,0.0000032131445,0.000014910219,0.0664603],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809057,0.00039841732,0.00024584332,0.00038095785,0.00038320382,0.0005009939],"domain_scores_gemma":[0.9991424,0.00014383528,0.000113323935,0.0003006897,0.00010244955,0.00019727564],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047335116,0.00017065724,0.0001632177,0.00008160846,0.0002706647,0.00022865667,0.0005680859,0.00016831353,0.0017934889],"category_scores_gemma":[0.000089155474,0.00015685544,0.00009079542,0.0008975256,0.0005528431,0.00057462096,0.000093880124,0.00016237037,0.0019362124],"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":[0.00004226121,0.00093038124,0.07425719,0.0001939259,0.00011680406,0.000021373755,0.019518277,0.0004590321,0.005289654,0.62609416,0.037991982,0.23508498],"study_design_scores_gemma":[0.000567617,0.0001531797,0.07095533,0.00011039343,0.000112543006,0.0000036869558,0.006059978,0.025287343,0.00051963987,0.02798934,0.8677155,0.0005254528],"about_ca_topic_score_codex":0.0018049193,"about_ca_topic_score_gemma":0.00023822083,"teacher_disagreement_score":0.82972354,"about_ca_system_score_codex":0.00008524863,"about_ca_system_score_gemma":0.00014095106,"threshold_uncertainty_score":0.999119},"labels":[],"label_agreement":null},{"id":"W2113228608","doi":"10.5539/ass.v5n4p65","title":"Natural Disaster Death and Sosio-Economic Factors in Selected Asian Countries: A Panel Analysis","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Natural disaster; Sample (material); Panel data; Educational attainment; Economic growth; Population; Socioeconomics; Toll; Psychological resilience; Development economics; Geography; Demographic economics; Economics; Demography; Psychology; Sociology","score_opus":0.013217537788616208,"score_gpt":0.28752338361702934,"score_spread":0.2743058458284131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113228608","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":[0.762068,0.000026310681,0.000038274844,0.002296666,0.00016092158,0.00019363624,0.0000037368247,0.000051961815,0.23516051],"genre_scores_gemma":[0.9985471,0.0000189877,0.000048906004,0.0002180635,0.00010215792,0.000003221501,0.0000028200072,0.0000037219409,0.0010550539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979874,0.00009728738,0.00021916753,0.0004882814,0.00052757305,0.0006803085],"domain_scores_gemma":[0.9995262,0.000033297365,0.0001004568,0.00012327418,0.000052069186,0.00016467593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061601563,0.0001505758,0.00024477325,0.0003730721,0.0011571948,0.0004529509,0.0005635635,0.00007527196,0.000083775274],"category_scores_gemma":[0.00008206049,0.00013428373,0.00006949289,0.0025766606,0.0012270096,0.0009793306,0.00007175296,0.00013399673,0.000016429129],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003161018,0.00010930276,0.50949764,0.000007802966,0.000066221604,0.0000147919045,0.26944968,0.0000036438964,0.00035891443,0.15962675,0.00032135856,0.0605123],"study_design_scores_gemma":[0.00014362547,0.000023061426,0.9624878,0.000005532968,0.000042440322,1.3214776e-7,0.034209557,0.000054965614,0.000012084095,0.0010383757,0.0017823861,0.00020003351],"about_ca_topic_score_codex":0.0012969704,"about_ca_topic_score_gemma":0.0069397525,"teacher_disagreement_score":0.45299017,"about_ca_system_score_codex":0.00030820112,"about_ca_system_score_gemma":0.0002534025,"threshold_uncertainty_score":0.8900325},"labels":[],"label_agreement":null},{"id":"W2115931914","doi":"10.1177/1461444805058159","title":"Policy Commentary","year":2005,"lang":"en","type":"article","venue":"New Media & Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Warning system; Natural disaster; The Internet; Hazard; Indian ocean; Natural hazard; Internet privacy; Computer security; Business; Computer science; Geography; Telecommunications; Meteorology; World Wide Web; Geology; Oceanography","score_opus":0.021816335084548766,"score_gpt":0.3142914122892307,"score_spread":0.2924750772046819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115931914","genre_codex":"commentary","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":[0.15098439,0.0004524116,0.00023548718,0.4923344,0.0009905914,0.0003656837,0.0000047148314,0.00031615503,0.35431617],"genre_scores_gemma":[0.8601959,0.0016041183,0.006870505,0.07656329,0.013030218,0.00001062842,0.000014966683,0.00001932505,0.041691054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999043,0.00003964632,0.00009625435,0.00013776108,0.00037245272,0.0003109097],"domain_scores_gemma":[0.9995704,0.00007039932,0.00003204159,0.00012144724,0.000014369466,0.00019133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024012233,0.000069063215,0.00007524641,0.000016286895,0.00029489284,0.00005893415,0.0003160055,0.000054899025,0.0005508976],"category_scores_gemma":[0.000043963384,0.000063183856,0.000109277375,0.00026425108,0.00023342067,0.00024303664,0.00007112136,0.00008882717,0.0002024654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010663831,0.000027392383,0.000889645,0.0000020960695,0.00001018248,3.126546e-7,0.10912179,0.0000026672806,0.000033461045,0.0071630855,0.8250368,0.05771148],"study_design_scores_gemma":[0.00023152721,0.0000051042352,0.0022412161,0.0000054652232,0.000007895157,5.6432267e-8,0.02572114,0.000017528464,0.000019660316,0.0012179085,0.97044754,0.00008495533],"about_ca_topic_score_codex":0.00209712,"about_ca_topic_score_gemma":0.0033088897,"teacher_disagreement_score":0.7092115,"about_ca_system_score_codex":0.000118467484,"about_ca_system_score_gemma":0.00014628346,"threshold_uncertainty_score":0.6031943},"labels":[],"label_agreement":null},{"id":"W2116960205","doi":"10.1375/ajop.4.1.1","title":"Managing Emergencies: Key Competencies for Incident Management Teams","year":2011,"lang":"en","type":"article","venue":"The Australian and New Zealand Journal of Organisational Psychology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Beef Cattle Research Council","keywords":"Teamwork; Interdependence; Interpersonal communication; Key (lock); Incident management; Knowledge management; Psychology; Emergency management; Business; Public relations; Political science; Computer science; Computer security; Social psychology","score_opus":0.07890482220896781,"score_gpt":0.34188834734963797,"score_spread":0.26298352514067014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116960205","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":[0.780911,0.00038327192,0.0047833472,0.1050996,0.0032344058,0.00092321483,0.0000074525037,0.000044995817,0.10461269],"genre_scores_gemma":[0.9438719,0.0012076552,0.0035868965,0.0011184309,0.00052487163,0.0000029099126,0.0000015099996,0.000009978529,0.04967584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910367,0.000070342045,0.0002760484,0.00010696027,0.00023424171,0.00020876926],"domain_scores_gemma":[0.9994849,0.00004530202,0.00021008597,0.00008936144,0.00006180169,0.00010854496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070568436,0.000080794154,0.00012006243,0.000093805465,0.00026980884,0.000039242357,0.00036125066,0.000036300073,0.0005915579],"category_scores_gemma":[0.000017922566,0.000054075645,0.000054612694,0.00012070042,0.00025320557,0.00015769812,0.000033868106,0.000080445876,0.000013345964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051849737,0.0003104943,0.037183825,0.000045203164,0.00049362227,0.000043013177,0.11956312,0.000017271612,0.0005166742,0.2815624,0.52365094,0.036094967],"study_design_scores_gemma":[0.0012344768,0.00036883625,0.30043206,0.000033810185,0.0001247927,0.00004485029,0.031133536,0.0000021404348,0.000050037383,0.16557959,0.5008241,0.00017177954],"about_ca_topic_score_codex":0.00015974196,"about_ca_topic_score_gemma":0.00010889605,"teacher_disagreement_score":0.26324823,"about_ca_system_score_codex":0.000020885798,"about_ca_system_score_gemma":0.00004038027,"threshold_uncertainty_score":0.6477144},"labels":[],"label_agreement":null},{"id":"W2117629860","doi":"","title":"SOS! Canadian Disasters","year":2006,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Perspective (graphical); History; Political science","score_opus":0.005973836944345704,"score_gpt":0.24223700561162764,"score_spread":0.23626316866728195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117629860","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06633469,0.000010251579,0.000069926136,0.00323941,0.00017437678,0.000062327905,4.611443e-7,0.000037527927,0.93007106],"genre_scores_gemma":[0.79462224,0.000002078804,0.00006353863,0.00030901466,0.00010199067,0.0000015745228,0.0000010771057,0.0000017419717,0.20489675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994817,0.00001890373,0.00004747224,0.00008059852,0.00013047742,0.00024084937],"domain_scores_gemma":[0.99981785,0.000008368622,0.000008445349,0.000060266968,0.000009768555,0.00009527918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000098954275,0.000031787666,0.000029180303,0.000047498772,0.0002643559,0.00008715283,0.00014607474,0.000018979837,0.0008426508],"category_scores_gemma":[0.000006162766,0.000027181146,0.000017850334,0.00013167152,0.00012068836,0.00012348114,0.000010149886,0.0000170734,0.00034821383],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.616971e-7,0.000013082036,0.022286259,0.0000016790801,0.0000024057706,0.0000067857686,0.0021364368,0.00002070562,0.0000089366,0.8234758,0.14591083,0.0061364523],"study_design_scores_gemma":[0.000045736444,0.0000032010464,0.015325136,0.000002009626,0.000002396099,4.2914944e-8,0.0074566836,0.000013858288,0.0000063084017,0.003818856,0.9732501,0.000075655764],"about_ca_topic_score_codex":0.7964984,"about_ca_topic_score_gemma":0.97388405,"teacher_disagreement_score":0.8273393,"about_ca_system_score_codex":0.00004406934,"about_ca_system_score_gemma":0.00007255851,"threshold_uncertainty_score":0.92264354},"labels":[],"label_agreement":null},{"id":"W2119099421","doi":"10.5751/es-05427-180313","title":"Measuring Household Resilience to Floods: a Case Study in the Vietnamese Mekong River Delta","year":2013,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":164,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Agency for International Development","keywords":"Mekong delta; Vietnamese; Mekong river; Delta; Resilience (materials science); Geography; Water resource management; Environmental resource management; Environmental science; Geology","score_opus":0.03939395090215343,"score_gpt":0.2858143212306451,"score_spread":0.24642037032849168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119099421","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":[0.9932228,0.000040407776,0.000016643426,0.0016156523,0.00012138226,0.0008585646,5.499386e-7,0.000025988358,0.0040980433],"genre_scores_gemma":[0.99751925,0.000031159034,0.00016729363,0.0013506754,0.000053832835,0.000117164025,1.3130601e-7,0.0000037623402,0.00075675535],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987348,0.0003535296,0.00013456124,0.0002526018,0.00019552905,0.0003290036],"domain_scores_gemma":[0.9995474,0.00015979359,0.0000316718,0.00016109592,0.000027120504,0.000072883646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013393948,0.00008343278,0.00011353872,0.000027025693,0.000847859,0.000104167724,0.00031631725,0.00007131446,0.000044871445],"category_scores_gemma":[0.000087728724,0.000059788457,0.00004272611,0.00031484984,0.00038127054,0.00026018353,0.00014097347,0.00015072567,0.000026288772],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002532066,0.0002093559,0.40848744,0.0000064820297,0.000019536568,0.00018353238,0.58295417,0.00005758675,0.000009280085,0.0006705931,0.0056636133,0.0017358925],"study_design_scores_gemma":[0.00022162672,0.000067184876,0.499865,0.000004306116,0.000011938284,0.0000087237895,0.49843222,0.000060322072,5.570065e-7,0.00031724537,0.00092159247,0.00008927616],"about_ca_topic_score_codex":0.0053484086,"about_ca_topic_score_gemma":0.027203824,"teacher_disagreement_score":0.09137755,"about_ca_system_score_codex":0.000037029335,"about_ca_system_score_gemma":0.000037587997,"threshold_uncertainty_score":0.9905472},"labels":[],"label_agreement":null},{"id":"W2119611181","doi":"10.5539/ass.v8n10p45","title":"The Social Construction of Disaster: Ondoy (Ketsana) in the Context of Sagrada Familia and Inquirer.net","year":2012,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Neglect; Citizen journalism; Sociology; Phenomenon; Field (mathematics); Context (archaeology); Epistemology; Natural disaster; Psychology; Political science; Geography","score_opus":0.0177419921765212,"score_gpt":0.3088097952771294,"score_spread":0.2910678031006082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119611181","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":[0.69147915,0.00011762654,0.000017624528,0.0032669976,0.0004613616,0.00028413284,0.0000038584926,0.0000089329305,0.30436033],"genre_scores_gemma":[0.999437,0.000047662623,0.00002628151,0.00009535489,0.00019272658,0.0000066293533,3.4595053e-7,0.0000025220838,0.00019149418],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9981914,0.00026048734,0.00022315109,0.00014866274,0.0007535712,0.000422722],"domain_scores_gemma":[0.99947983,0.00012512956,0.00018570114,0.00009948869,0.000059025355,0.00005080027],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002258977,0.00007781351,0.00013488588,0.00005597583,0.0015481442,0.000097164084,0.0006665842,0.000049350972,0.000010000511],"category_scores_gemma":[0.0001427273,0.00004960236,0.000045166886,0.00097232213,0.009899392,0.0005449502,0.00010994599,0.00009123244,0.0000020539487],"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":[0.000009305584,0.0000347278,0.0155092,0.0000063189996,0.0000036798933,1.8093607e-7,0.2730415,8.784671e-9,0.00020919867,0.47265196,0.00034592793,0.238188],"study_design_scores_gemma":[0.00016906815,0.000021525419,0.25047016,0.00000938737,0.000011192258,4.0607964e-7,0.73610634,0.0000018480225,0.000066306544,0.004084384,0.008974802,0.000084618274],"about_ca_topic_score_codex":0.0006971827,"about_ca_topic_score_gemma":0.0014146673,"teacher_disagreement_score":0.46856758,"about_ca_system_score_codex":0.00004636955,"about_ca_system_score_gemma":0.00011161023,"threshold_uncertainty_score":0.9997517},"labels":[],"label_agreement":null},{"id":"W2123219370","doi":"10.2202/1547-7355.1538","title":"The Stafford Act and Priorities for Reform","year":2009,"lang":"en","type":"article","venue":"Journal of Homeland Security and Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Federal Emergency Management Agency; York University; U.S. Department of Homeland Security","keywords":"Homeland security; Public administration; Emergency management; State (computer science); Political science; Government (linguistics); Terrorism; Natural disaster; Politics; Agency (philosophy); Reform Act; Law; Sociology","score_opus":0.01049463212575833,"score_gpt":0.2938771098487041,"score_spread":0.2833824777229457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123219370","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":[0.84523416,0.007048236,0.000264312,0.010385171,0.0011688079,0.00052665954,0.000002435377,0.000015490647,0.13535473],"genre_scores_gemma":[0.9428921,0.05299222,0.00010825994,0.00004420205,0.00019595437,0.000002563883,2.3883507e-7,0.0000025745614,0.003761885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991436,0.00003489013,0.00025771811,0.00008585166,0.0002638572,0.00021406099],"domain_scores_gemma":[0.9996344,0.000025281795,0.0001347909,0.00006899714,0.000057878646,0.00007865097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009346,0.00007417509,0.000119024306,0.000063594176,0.00069239683,0.00011167562,0.00018763896,0.000027112068,0.000018036382],"category_scores_gemma":[0.000019390407,0.000045207216,0.000057923713,0.00009068384,0.00009635362,0.00028026282,0.000038198043,0.000065948385,4.8105994e-7],"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":[0.0003498075,0.00012043092,0.0064266277,0.00020756393,0.00022739792,0.000020037565,0.03639599,0.000003314723,0.0000051779293,0.60475945,0.016874313,0.33460987],"study_design_scores_gemma":[0.00064458826,0.00050018233,0.032940693,0.00004244171,0.000090997,0.0000020779341,0.045337614,0.000042856445,0.0000029306486,0.11939132,0.80085105,0.00015327167],"about_ca_topic_score_codex":0.000027801349,"about_ca_topic_score_gemma":0.00036191285,"teacher_disagreement_score":0.78397673,"about_ca_system_score_codex":0.000025975438,"about_ca_system_score_gemma":0.00001182908,"threshold_uncertainty_score":0.53254265},"labels":[],"label_agreement":null},{"id":"W2126650292","doi":"10.1017/s000397560500007x","title":"Social extremity, communities of fate, and the sociology of SARS","year":2005,"lang":"en","type":"article","venue":"European Journal of Sociology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Smallpox; Outbreak; Sociology; Coronavirus disease 2019 (COVID-19); Criminology; Environmental ethics; Medicine; Virology; Vaccination; Pathology","score_opus":0.054952414969897126,"score_gpt":0.3232748145484445,"score_spread":0.26832239957854737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126650292","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":[0.92555827,0.0007365118,0.00007845826,0.007264238,0.00012785492,0.000054221706,0.0000012862843,0.000004218378,0.066174954],"genre_scores_gemma":[0.9979657,0.000726763,0.00015002005,0.00031398408,0.00033557948,2.0940341e-7,3.720721e-7,0.000005664184,0.0005016873],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962458,0.0029768439,0.00041982395,0.000047595255,0.00014748251,0.00016243821],"domain_scores_gemma":[0.9988488,0.00033055092,0.0005956434,0.00007107733,0.00012682877,0.000027124064],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033441577,0.0000667268,0.00029003137,0.000059289552,0.00030299925,0.000007852539,0.0005163057,0.000042643194,0.00006450839],"category_scores_gemma":[0.000099328565,0.000043886703,0.000116181785,0.00004458403,0.01119805,0.00009966835,0.00014682235,0.00023357914,0.0000040832792],"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":[0.00019995509,0.000089020556,0.014328192,0.000024245097,0.00013809996,0.000008074158,0.75505155,0.000019705678,0.0004790672,0.20582141,0.007192042,0.01664864],"study_design_scores_gemma":[0.0058937036,0.0005653216,0.19707234,0.00008697081,0.0002342475,0.00002379874,0.6664505,0.000028575432,0.0000623283,0.039319955,0.08995273,0.00030955143],"about_ca_topic_score_codex":0.000040517123,"about_ca_topic_score_gemma":0.000049523143,"teacher_disagreement_score":0.18274415,"about_ca_system_score_codex":0.000014627217,"about_ca_system_score_gemma":0.000042552223,"threshold_uncertainty_score":0.9914929},"labels":[],"label_agreement":null},{"id":"W2126938650","doi":"10.5334/sta.cp","title":"New Technology and the Prevention of Violence and Conflict","year":2013,"lang":"en","type":"article","venue":"Stability International Journal of Security and Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Panacea (medicine); Information and Communications Technology; Leverage (statistics); Context (archaeology); Public relations; Information technology; Political science; Emerging technologies; ICTS; Work (physics); Conflict resolution; Business; Engineering; Computer science; Law","score_opus":0.014707279976002787,"score_gpt":0.2863427048727814,"score_spread":0.2716354248967786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126938650","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":[0.9934134,0.0009223637,0.0005738179,0.004108165,0.00011648289,0.00013730682,3.9466627e-7,0.0000028852978,0.00072522264],"genre_scores_gemma":[0.9967784,0.0019133436,0.0012137974,0.00003561669,0.000025523354,0.0000018310518,1.7647791e-7,8.133371e-7,0.000030443482],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99931693,0.000050430343,0.00023567013,0.00006718606,0.00026629763,0.000063464315],"domain_scores_gemma":[0.9994855,0.000067411565,0.00015920194,0.00003162739,0.00021092778,0.00004531418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006855432,0.00004059201,0.00009380506,0.00007837547,0.00007980755,0.00005499713,0.00015766405,0.000029079,0.00008251357],"category_scores_gemma":[0.00012104637,0.000026824542,0.000014001154,0.000059092996,0.00052054616,0.00021419361,0.00009969296,0.00006714599,6.576142e-7],"study_design_candidate":"design_other","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":[0.00018006195,0.00011163735,0.09472207,0.000048711496,0.00015687983,0.0000019274196,0.1951744,5.9908956e-7,0.00013883109,0.056053624,0.000098535515,0.65331274],"study_design_scores_gemma":[0.0053919978,0.00024508237,0.182194,0.00108346,0.000052216255,0.000037852347,0.2697953,0.00006634665,0.0022143272,0.49691665,0.041663814,0.00033893503],"about_ca_topic_score_codex":0.00016633427,"about_ca_topic_score_gemma":0.00013990505,"teacher_disagreement_score":0.65297383,"about_ca_system_score_codex":0.000018186753,"about_ca_system_score_gemma":0.00010900813,"threshold_uncertainty_score":0.1917974},"labels":[],"label_agreement":null},{"id":"W2127763274","doi":"10.1111/j.1467-7717.2010.01205.x","title":"The effects of stabilisation on humanitarian action in Haiti","year":2010,"lang":"en","type":"article","venue":"Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Promotion (chess); Political science; Natural disaster; Action (physics); Humanitarian aid; Norwegian; Port (circuit theory); Investment (military); State (computer science); Economic growth; Public relations; Public administration; Medicine; Geography; Engineering; Law; Economics; Nursing; Politics","score_opus":0.012079580872235285,"score_gpt":0.30025772162227377,"score_spread":0.2881781407500385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127763274","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":[0.94483423,0.000005827609,0.000009626465,0.00042845978,0.0010220726,0.00020746155,2.1471533e-7,0.000011211576,0.05348092],"genre_scores_gemma":[0.9986355,0.000012469133,0.0000055832243,0.000037675512,0.000054603606,0.000010890804,7.549509e-7,0.0000027723192,0.0012398065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994345,0.00007967373,0.000084154184,0.00008538996,0.00019020039,0.00012610579],"domain_scores_gemma":[0.9995856,0.0002253013,0.000044329845,0.000110611196,0.000012602917,0.000021522124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028927164,0.000039634433,0.000042652326,0.000039591458,0.00019037796,0.000045562683,0.00015355776,0.000027381477,0.000014724538],"category_scores_gemma":[0.00020248826,0.000028495495,0.000021909136,0.00011430143,0.0002376302,0.00013864411,0.000014225749,0.00007764597,0.0000128677575],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107525266,0.00031133665,0.032046273,0.00011432427,0.000019472018,0.0000034875927,0.15742162,0.000042109117,0.014068126,0.56422496,0.0013857979,0.23025498],"study_design_scores_gemma":[0.0015786213,0.00045674393,0.59311277,0.00019771385,0.000035624904,1.4867112e-7,0.26618862,0.00017760182,0.00480849,0.019919332,0.11304962,0.00047468735],"about_ca_topic_score_codex":0.00045514238,"about_ca_topic_score_gemma":0.02370764,"teacher_disagreement_score":0.5610665,"about_ca_system_score_codex":0.000019288686,"about_ca_system_score_gemma":0.000014892035,"threshold_uncertainty_score":0.9941071},"labels":[],"label_agreement":null},{"id":"W2128144579","doi":"10.1093/jopart/muu021","title":"Communication under Fire: The Role of Embeddedness in the Emergence and Efficacy of Disaster Response Communication Networks","year":2014,"lang":"en","type":"article","venue":"Journal of Public Administration Research and Theory","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Embeddedness; Information transfer; Information flow; Business; Social psychology; Psychology; Sociology; Computer science; Social science","score_opus":0.05196688900132166,"score_gpt":0.39044237900935985,"score_spread":0.33847549000803817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128144579","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":[0.9799189,0.0014590905,0.00081800227,0.011018062,0.00002111908,0.00018869227,5.075682e-7,0.0000015925932,0.0065740272],"genre_scores_gemma":[0.9985591,0.0011532187,0.000039178612,0.000035362504,0.00002715402,0.000004134285,0.000001039593,0.000002277338,0.00017849519],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99316716,0.005819902,0.00032410724,0.00006062287,0.00048837735,0.00013984159],"domain_scores_gemma":[0.99566704,0.0034681505,0.00025978519,0.0002844078,0.00026846194,0.00005216378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022469742,0.000042969892,0.00009281174,0.000086755805,0.0003530346,0.00012916248,0.0006625835,0.000041133088,0.00002838271],"category_scores_gemma":[0.0013638154,0.000024856634,0.000024041226,0.00036561553,0.0014300045,0.00033223644,0.000096758406,0.0002464943,2.497265e-7],"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":[0.00055362884,0.00024403274,0.0038756,0.000009521161,0.000016434738,2.684181e-7,0.02007151,0.00002100351,0.00008548329,0.943338,0.0001908703,0.03159369],"study_design_scores_gemma":[0.0009769284,0.0009836035,0.17484376,0.00017082819,0.000022628457,0.000007156396,0.4687269,0.0023659428,0.000072008894,0.33771446,0.013995468,0.000120312434],"about_ca_topic_score_codex":0.000033689477,"about_ca_topic_score_gemma":0.00039265773,"teacher_disagreement_score":0.6056235,"about_ca_system_score_codex":0.000009915146,"about_ca_system_score_gemma":0.00012688903,"threshold_uncertainty_score":0.7787609},"labels":[],"label_agreement":null},{"id":"W2129025601","doi":"10.5334/sta.cv","title":"Technology for Peacebuilding1","year":2013,"lang":"en","type":"article","venue":"Stability International Journal of Security and Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Peacebuilding; Empowerment; Accountability; Emerging technologies; Public relations; The Internet; Political science; Bridging (networking); Business; Knowledge management; Sociology; Computer science; Computer security; World Wide Web; Public administration","score_opus":0.02033531085526944,"score_gpt":0.30512857474502564,"score_spread":0.2847932638897562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129025601","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":[0.98636645,0.00014835047,0.00118676,0.008242529,0.0005401134,0.00020380868,0.0000012709725,0.000011162544,0.0032995644],"genre_scores_gemma":[0.99475515,0.000101478916,0.0048896614,0.000084094514,0.00009623535,0.000009909559,7.049298e-7,0.0000018192359,0.00006093679],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920785,0.000023722112,0.00024844965,0.00008270291,0.00031664202,0.000120631856],"domain_scores_gemma":[0.999158,0.00006587545,0.0001266931,0.00003551095,0.0005524064,0.000061496095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062389724,0.00004834986,0.00008571128,0.00012167636,0.0001366666,0.00009792117,0.00028777373,0.000039883183,0.00022232067],"category_scores_gemma":[0.0002230303,0.000040850828,0.000027424705,0.000059759084,0.00019401373,0.0003107872,0.0000685301,0.00006725763,0.0000057531233],"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":[0.00018402605,0.00076509704,0.14693817,0.00010729815,0.00041694552,0.000011018183,0.35601613,0.000005202899,0.00067613187,0.07051943,0.004205747,0.4201548],"study_design_scores_gemma":[0.0013212061,0.00013756209,0.0172066,0.00010113475,0.000014357818,0.0000103997345,0.22634508,0.000034105702,0.0019823548,0.09643775,0.65611804,0.00029138857],"about_ca_topic_score_codex":0.00003028576,"about_ca_topic_score_gemma":0.00010351064,"teacher_disagreement_score":0.65191233,"about_ca_system_score_codex":0.0000812333,"about_ca_system_score_gemma":0.000149455,"threshold_uncertainty_score":0.24342553},"labels":[],"label_agreement":null},{"id":"W2131889106","doi":"10.1046/j.1039-8562.2003.00545.x","title":"Should the RANZCP Comment about the Political and Social Issues of the Day? The Opinions of Australian Fellows and Trainees","year":2003,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Medical education; Politics; Psychology; Family medicine; Medicine; Political science","score_opus":0.03847485527340692,"score_gpt":0.3456770899248995,"score_spread":0.30720223465149255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131889106","genre_codex":"commentary","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":[0.20016338,0.00030126207,0.000008852914,0.75570077,0.0009457536,0.00072767586,0.000027765773,0.000014833715,0.04210969],"genre_scores_gemma":[0.9942192,0.000045743822,0.000038976414,0.0014463475,0.00019895175,0.000010881053,9.159093e-7,0.0000063942566,0.0040325867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9983607,0.0005450346,0.00024632638,0.00015619224,0.00034813117,0.00034363355],"domain_scores_gemma":[0.9993987,0.0001528403,0.00011075795,0.00026084468,0.000023162154,0.00005371369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081642164,0.0001234519,0.00014341128,0.000019249666,0.0009789064,0.00008911929,0.0005642132,0.00007857596,0.000076761855],"category_scores_gemma":[0.000041033094,0.00005295339,0.00010339464,0.00021112537,0.0026688834,0.00007437886,0.000064935346,0.00020900177,0.0000012778502],"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":[0.000004074113,0.00005756073,0.029063044,0.000025485906,0.000035297686,9.577875e-8,0.017034529,0.0000012028448,0.000009449341,0.9215355,0.03181036,0.00042339327],"study_design_scores_gemma":[0.00048727787,0.00006010986,0.24579445,0.00006120603,0.00015032821,0.0000027916346,0.36552563,0.000004827968,0.00006477815,0.03304729,0.35462636,0.00017495312],"about_ca_topic_score_codex":0.0006007507,"about_ca_topic_score_gemma":0.0013454825,"teacher_disagreement_score":0.88848823,"about_ca_system_score_codex":0.000009101048,"about_ca_system_score_gemma":0.00006919298,"threshold_uncertainty_score":0.9833612},"labels":[],"label_agreement":null},{"id":"W2132601886","doi":"10.2466/pms.2002.94.2.548","title":"Examination of Residuals to Vancouver Crisis Call Data by Using Hidden Markov Models","year":2002,"lang":"en","type":"article","venue":"Perceptual and Motor Skills","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Regression analysis; Statistics; Econometrics; Hidden Markov model; Linear regression; Markov chain; Term (time); Demography; Psychology; Mathematics; Computer science; Artificial intelligence; Sociology","score_opus":0.048143492863107686,"score_gpt":0.2980691900300278,"score_spread":0.24992569716692012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132601886","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":[0.9500218,0.00022451671,0.00056070066,0.00031942085,0.00023308574,0.00037193525,0.00010979452,0.00003028714,0.048128426],"genre_scores_gemma":[0.9684669,0.0002572533,0.0017174087,0.0002465728,0.00008790994,0.0000041383646,0.000008026174,0.000007850789,0.029203955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884605,0.00010504595,0.00016696386,0.0002937945,0.00037422063,0.00021391112],"domain_scores_gemma":[0.999488,0.000051093943,0.00005020076,0.00024697144,0.000050299794,0.00011343162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036525776,0.00008778536,0.00013260735,0.00006886096,0.00017544602,0.000054188913,0.00036255468,0.000054210595,0.00041512883],"category_scores_gemma":[0.00007210842,0.000078390156,0.000019499397,0.00015515565,0.00014253869,0.00055288116,0.00022502939,0.000033001295,0.000010277589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012172616,0.00032897256,0.00052166247,0.000045730365,0.00003191559,0.0000031016693,0.12615572,0.000027584161,0.0028845905,0.000452303,0.60641986,0.2631164],"study_design_scores_gemma":[0.0032516327,0.0012000195,0.041193128,0.0006329947,0.00061791076,0.0000028199493,0.39209718,0.04875136,0.00043350266,0.0030140223,0.50532174,0.003483674],"about_ca_topic_score_codex":0.0013585044,"about_ca_topic_score_gemma":0.0012243398,"teacher_disagreement_score":0.26594147,"about_ca_system_score_codex":0.00002616584,"about_ca_system_score_gemma":0.000008776611,"threshold_uncertainty_score":0.45453697},"labels":[],"label_agreement":null},{"id":"W2133251355","doi":"10.1111/j.2040-0209.2009.00315_2.x","title":"Urban Governance for Adaptation: Assessing Climate Change Resilience in Ten Asian Cities","year":2009,"lang":"en","type":"article","venue":"IDS Working Papers","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":274,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Mennonite University","funders":"","keywords":"Urban resilience; Climate resilience; Environmental planning; Climate change; Environmental resource management; Urban climate; Vulnerability (computing); Corporate governance; Context (archaeology); Accountability; Psychological resilience; Urban planning; Geography; Urbanization; Business; Political science; Economic growth; Environmental science; Economics; Engineering","score_opus":0.044162570692434344,"score_gpt":0.31164771950675835,"score_spread":0.267485148814324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133251355","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":[0.047219187,0.000621815,0.000115876166,0.008668174,0.0007279105,0.000664324,0.0000023726095,0.0001446108,0.9418357],"genre_scores_gemma":[0.9954276,0.00025866725,0.0008302091,0.0006297778,0.0003714948,0.00003941993,0.0000017268836,0.0000071534023,0.0024339396],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99868596,0.000063723164,0.00017297962,0.00026648937,0.00032790378,0.00048294407],"domain_scores_gemma":[0.99962795,0.00007272875,0.00010589071,0.0001218254,0.000017142835,0.000054475677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047720879,0.00010499285,0.00012418689,0.00005768627,0.0004923112,0.000263515,0.00031002285,0.000050964034,0.000016382419],"category_scores_gemma":[0.00008117723,0.000103749,0.000050131894,0.00043300525,0.00016315111,0.00040672248,0.000025353864,0.00007572826,0.000005247804],"study_design_candidate":"design_other","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":[0.000023067487,0.000034066117,0.031147217,0.000018189146,0.000003511417,0.000008979665,0.05407968,0.000048111942,0.000045038138,0.061830856,0.000555345,0.85220593],"study_design_scores_gemma":[0.0006431935,0.00011585562,0.659994,0.0010681507,0.000022361623,4.3662627e-7,0.11009004,0.0007282091,0.000014059452,0.0022753286,0.22446992,0.0005784611],"about_ca_topic_score_codex":0.00008748681,"about_ca_topic_score_gemma":0.0017592444,"teacher_disagreement_score":0.94820845,"about_ca_system_score_codex":0.000101134414,"about_ca_system_score_gemma":0.000038342314,"threshold_uncertainty_score":0.42307612},"labels":[],"label_agreement":null},{"id":"W2133358124","doi":"10.1177/0840470415588657","title":"Code orange","year":2015,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Contextualization; Transformational leadership; Transformative learning; Grounded theory; Orange (colour); Emergency management; Sociology; Qualitative research; Knowledge management; Business; Public relations; Process management; Political science; Computer science; Social science; Pedagogy","score_opus":0.1512540796204199,"score_gpt":0.4579549100000607,"score_spread":0.3067008303796408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133358124","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.6589746e-8,0.67895865,0.000030300684,0.0026628454,0.0011664288,0.0020231933,0.00002747253,0.0002117618,0.31491932],"genre_scores_gemma":[0.0000030441013,0.9046806,0.00015864898,0.0005814393,0.0003275617,0.0003011938,0.00009673175,0.000056102588,0.09379467],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957853,0.00059223775,0.0006288089,0.0007083581,0.0011272173,0.0011580576],"domain_scores_gemma":[0.9983649,0.000046877583,0.0003631096,0.0007004409,0.00009775233,0.00042686443],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013861118,0.00043467456,0.0011265974,0.00042372072,0.0006479472,0.00024352969,0.0012931577,0.0002981869,0.00020376932],"category_scores_gemma":[0.000022794284,0.00037607382,0.00036284255,0.0010108956,0.00023847769,0.00022080904,0.0005872901,0.0003154303,0.0016093254],"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":[0.0000014930225,0.000027217427,0.000005330384,0.011360435,0.00006177352,0.000042112177,0.0003873055,6.922319e-8,3.5873533e-11,0.11517641,0.11543179,0.7575061],"study_design_scores_gemma":[0.00010769399,0.000032078577,0.0000010958312,0.004106753,0.00028622517,6.59459e-7,0.0050232494,6.569824e-7,5.2729787e-10,0.0013897133,0.98866343,0.00038842318],"about_ca_topic_score_codex":0.0007455688,"about_ca_topic_score_gemma":0.0041914675,"teacher_disagreement_score":0.87323165,"about_ca_system_score_codex":0.00054533884,"about_ca_system_score_gemma":0.00033070866,"threshold_uncertainty_score":0.9998691},"labels":[],"label_agreement":null},{"id":"W2135678833","doi":"10.5430/ijfr.v4n2p144","title":"Comparison and Enlightenment of USA and Japan’s Emergency Management Mechanism","year":2013,"lang":"en","type":"article","venue":"International Journal of Financial Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Enlightenment; Emergency management; Mechanism (biology); Task (project management); Natural disaster; Business; Process (computing); Political science; Operations management; Economic growth; Economics; Geography; Computer science; Management","score_opus":0.06688685077700207,"score_gpt":0.43826620255846316,"score_spread":0.3713793517814611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135678833","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":[0.97078234,0.00025971295,0.00026196244,0.0020413718,0.0005445296,0.0001829816,0.0000010773679,0.0000017512832,0.025924273],"genre_scores_gemma":[0.9931515,0.002462494,0.0005522788,0.000020599758,0.00017837864,0.0000055609203,2.0988729e-7,0.000002804529,0.0036261675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978709,0.0001095956,0.0003319556,0.00009980048,0.0014018386,0.00018588612],"domain_scores_gemma":[0.9990022,0.00006115293,0.00015300774,0.000051576895,0.0006346032,0.00009744492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013067855,0.00005153288,0.00011863498,0.00028973797,0.00013171871,0.00007891573,0.0004265147,0.000034166453,0.00044440108],"category_scores_gemma":[0.00017585393,0.000043092437,0.00003441167,0.00013591455,0.00021871236,0.00029124357,0.00021185978,0.00013847617,0.00001583236],"study_design_candidate":"observational","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":[0.00007361733,0.0002635614,0.060092017,0.000040201412,0.00008777983,0.00003403577,0.009508606,0.0000030555263,0.0014754608,0.4767905,0.010373831,0.44125733],"study_design_scores_gemma":[0.0008338216,0.0004203365,0.85488397,0.00020749129,0.000021124255,0.0000063911966,0.0090932725,0.0001324721,0.00089438754,0.07522563,0.05811353,0.00016758461],"about_ca_topic_score_codex":0.0005322642,"about_ca_topic_score_gemma":0.0001990109,"teacher_disagreement_score":0.79479194,"about_ca_system_score_codex":0.000055030632,"about_ca_system_score_gemma":0.00005297932,"threshold_uncertainty_score":0.48658803},"labels":[],"label_agreement":null},{"id":"W2136196779","doi":"10.7202/006875ar","title":"Les inondations de juillet 1996 : une série d’événements stressants","year":2003,"lang":"fr","type":"article","venue":"Service social","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.04141937918373586,"score_gpt":0.3358250011620085,"score_spread":0.29440562197827264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136196779","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":[0.33143184,0.00058643124,0.000073607815,0.023763083,0.0018795629,0.00029718204,0.000047027042,0.00006559481,0.64185566],"genre_scores_gemma":[0.9456777,0.00023211847,0.0002525338,0.0018399287,0.00069195003,0.000021135298,0.000025891637,0.00002294958,0.051235776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752307,0.00052088284,0.00028268195,0.0003446342,0.00055511174,0.00077360804],"domain_scores_gemma":[0.9993275,0.000059187074,0.000162501,0.00016065045,0.00012761058,0.00016254147],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047503234,0.00021511759,0.00020211113,0.00006382246,0.0018050704,0.00017618926,0.00051047857,0.00023622112,0.0047772145],"category_scores_gemma":[0.000049626306,0.00024511167,0.00010983129,0.001374382,0.00043226173,0.00041655992,0.00010925997,0.00022156129,0.00058581925],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018077168,0.000846373,0.022640774,0.0003633909,0.00023850438,0.00003310874,0.18175562,0.00007213219,0.000082955434,0.6499044,0.04775949,0.09628521],"study_design_scores_gemma":[0.0007986428,0.00003477136,0.039675403,0.00010325954,0.00017967483,8.0216347e-7,0.12760581,0.00007083919,0.000032330536,0.020097326,0.81092453,0.00047659728],"about_ca_topic_score_codex":0.01789983,"about_ca_topic_score_gemma":0.0460895,"teacher_disagreement_score":0.76316506,"about_ca_system_score_codex":0.0002243012,"about_ca_system_score_gemma":0.00026965234,"threshold_uncertainty_score":0.9995364},"labels":[],"label_agreement":null},{"id":"W2137046084","doi":"10.22146/ijg.2398","title":"COMMUNITY- BASED APPROACH TO REDUCE EARTHQUAKE VULNERABILITY IN KATHMANDU VALLEY","year":2012,"lang":"en","type":"article","venue":"Indonesian Journal of Biotechnology (Universitas Gadjah Mada)","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"University of Calgary","funders":"","keywords":"Human settlement; Vulnerability (computing); Business; Environmental planning; Resilience (materials science); Citizen journalism; Community resilience; Risk management; Capital city; Emergency management; Corporate governance; Environmental resource management; Economic growth; Resource (disambiguation); Geography; Finance; Political science; Computer security; Economics; Computer science","score_opus":0.035038284276820264,"score_gpt":0.28177073654308876,"score_spread":0.2467324522662685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137046084","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":[0.9480373,0.00013153192,0.005521227,0.010991721,0.00032900862,0.00026303253,0.0000018402615,0.00005172073,0.03467261],"genre_scores_gemma":[0.9968876,0.000021873357,0.0025478883,0.00022871603,0.000088092864,0.0000015188074,0.0000013624964,0.00000969118,0.00021320615],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9976102,0.00084007817,0.00030837668,0.0001565328,0.00045441938,0.00063035445],"domain_scores_gemma":[0.99895126,0.00008753403,0.00024815495,0.00036571483,0.000090142246,0.0002571941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003074377,0.00015364893,0.0003176709,0.0009997044,0.0006509013,0.00004013578,0.0011852493,0.00035269995,0.00007572188],"category_scores_gemma":[0.00014681698,0.00015626547,0.00011964251,0.0013337712,0.00069373706,0.0006702737,0.00020415566,0.0009894302,0.00002074306],"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":[0.0021793433,0.011245973,0.25538358,0.00039545767,0.000492213,0.0005285935,0.14147747,0.0039864387,0.007470155,0.3546504,0.02704119,0.1951492],"study_design_scores_gemma":[0.00456532,0.0010119991,0.30487135,0.00025987704,0.00018701828,0.00008130819,0.5816408,0.00019624284,0.0016785875,0.0025023555,0.10192003,0.0010851369],"about_ca_topic_score_codex":0.00018973186,"about_ca_topic_score_gemma":0.00017778536,"teacher_disagreement_score":0.44016328,"about_ca_system_score_codex":0.00019826135,"about_ca_system_score_gemma":0.00013667361,"threshold_uncertainty_score":0.6372321},"labels":[],"label_agreement":null},{"id":"W2139212596","doi":"","title":"School disaster planning for children with disabilities a critical review of the literature","year":2011,"lang":"en","type":"review","venue":"ResearchOnline at James Cook University (James Cook University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Natural disaster; Government (linguistics); Mainstreaming; Emergency management; Socioeconomic status; Political science; Economic growth; Psychology; Special education; Environmental health; Medicine; Geography; Pedagogy; Economics","score_opus":0.0647832845605172,"score_gpt":0.34129886491078915,"score_spread":0.27651558035027196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139212596","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016768566,0.9556585,0.00008557672,0.00075641857,0.00013038375,0.0033382708,0.00067093753,0.0000927033,0.03909954],"genre_scores_gemma":[0.000025972065,0.8218767,0.00022340323,0.00007865457,0.00013125695,0.0000022211018,0.00013451512,0.000033652203,0.1774936],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995774,0.0012889676,0.00035069304,0.00083252875,0.0008735673,0.00088029],"domain_scores_gemma":[0.99665815,0.0010942819,0.00035924066,0.0009124271,0.0005382433,0.00043766559],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00056368695,0.0005165437,0.0012692348,0.00060939364,0.0017560984,0.00016339848,0.0027305777,0.0003679866,0.00066474715],"category_scores_gemma":[0.00090475223,0.00038926682,0.0008959013,0.0021330637,0.0047369655,0.0007094479,0.0013964765,0.00079117005,0.000031414344],"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":[0.0017774472,0.0015974963,0.0050589223,0.25735456,0.0036544497,0.00043767164,0.037616294,0.000008155985,6.5246337e-7,0.1386595,0.12950511,0.42432973],"study_design_scores_gemma":[0.0004247563,0.00013677598,0.00003671381,0.066167414,0.0009241003,0.00000630637,0.008794479,0.0000011745502,1.7875492e-7,0.000025309411,0.92305547,0.00042729193],"about_ca_topic_score_codex":0.00024386897,"about_ca_topic_score_gemma":0.00030248088,"teacher_disagreement_score":0.7935504,"about_ca_system_score_codex":0.0007786272,"about_ca_system_score_gemma":0.0016334369,"threshold_uncertainty_score":0.99985594},"labels":[],"label_agreement":null},{"id":"W2139824880","doi":"10.1111/j.1467-7717.2011.01256.x","title":"From fatalism to resilience: reducing disaster impacts through systematic investments","year":2011,"lang":"en","type":"article","venue":"Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Federal Emergency Management Agency; Inter-American Development Bank","keywords":"Fatalism; Resilience (materials science); Disaster risk reduction; Natural hazard; Natural disaster; Poison control; Baseline (sea); Risk analysis (engineering); Business; Environmental economics; Economics; Environmental resource management; Political science; Geography; Environmental health; Medicine","score_opus":0.04976596590924704,"score_gpt":0.31507348337031926,"score_spread":0.26530751746107223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139824880","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":[0.7771414,0.00010652848,0.00066086906,0.00035692903,0.0011255087,0.0010070247,0.000013508996,0.00012121617,0.21946704],"genre_scores_gemma":[0.9914013,0.000016087226,0.0012412529,0.0013199747,0.00020038783,0.00007347576,0.000009080608,0.000024497158,0.005713952],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99733746,0.00029523516,0.00043057266,0.0005377001,0.0007198173,0.0006792015],"domain_scores_gemma":[0.99876374,0.000085294894,0.00016593238,0.00058028015,0.000044151053,0.00036063083],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041169213,0.00024105443,0.00032976814,0.000104308056,0.00038998446,0.00024280374,0.00087756896,0.000083657294,0.00037642496],"category_scores_gemma":[0.00024025771,0.00020037769,0.00010497663,0.00049519597,0.00036456002,0.0010718573,0.00022854932,0.00009418444,0.0008759736],"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":[0.00004687681,0.00014168183,0.001828704,0.00062299304,0.00008606781,0.000027994321,0.97777,0.00001612314,0.00037090678,0.012720366,0.0058550234,0.0005132875],"study_design_scores_gemma":[0.00090583315,0.00020059873,0.011256072,0.0069948966,0.00027844455,0.0000016947172,0.9569274,0.00005369397,0.0010582036,0.016552811,0.0044450928,0.0013252401],"about_ca_topic_score_codex":0.0076582814,"about_ca_topic_score_gemma":0.0006105687,"teacher_disagreement_score":0.21425992,"about_ca_system_score_codex":0.0001256126,"about_ca_system_score_gemma":0.000056115747,"threshold_uncertainty_score":0.99990195},"labels":[],"label_agreement":null},{"id":"W2140552801","doi":"10.1111/j.1540-6210.2010.02130.x","title":"Evaluating Local Government Emergency Management Programs: What Framework Should Public Managers Adopt?","year":2010,"lang":"en","type":"article","venue":"Public Administration Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":181,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Emergency management; Business; Key (lock); Local government; Quality (philosophy); Government (linguistics); Quality management; Process management; Operations management; Public administration; Computer science; Computer security; Political science; Marketing; Engineering","score_opus":0.11988121789766383,"score_gpt":0.4222783695264721,"score_spread":0.30239715162880826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140552801","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":[0.00841786,0.03371749,0.039919294,0.3259593,0.008942794,0.010560766,0.000007950175,0.0009606343,0.5715139],"genre_scores_gemma":[0.8558837,0.118039474,0.008668013,0.003447611,0.00052345596,0.0010469739,0.00006573314,0.000040047245,0.012284964],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954865,0.0003213337,0.0007124542,0.0006016041,0.0021728012,0.00070531433],"domain_scores_gemma":[0.9983561,0.00005563245,0.00038575826,0.00062885496,0.0001763296,0.00039731778],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033577872,0.00026176398,0.0002854349,0.00006410971,0.0006812158,0.0012509836,0.0009396342,0.00014405107,0.004336967],"category_scores_gemma":[0.000537325,0.00023819324,0.00018700167,0.0010667739,0.00033741083,0.0021945317,0.00019790656,0.0003007837,0.00024231315],"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":[0.000002053357,0.00017895646,0.0004914728,0.0006374518,0.000036297883,0.0000060075427,0.00019416538,1.910005e-7,0.0000010896495,0.34462816,0.0028807947,0.65094334],"study_design_scores_gemma":[0.00011100316,0.00009679568,0.00041908844,0.0008498105,0.000109337365,0.0000013991902,0.008515533,0.00009869545,0.0000015012866,0.0025600586,0.9868869,0.00034984035],"about_ca_topic_score_codex":0.000008673017,"about_ca_topic_score_gemma":0.0006580892,"teacher_disagreement_score":0.98400617,"about_ca_system_score_codex":0.00012665926,"about_ca_system_score_gemma":0.0001790064,"threshold_uncertainty_score":0.99978584},"labels":[],"label_agreement":null},{"id":"W2143131636","doi":"10.7202/013027ar","title":"L’état de santé psychologique et physique des sinistrés des inondations de juillet 1996 : étude comparative entre sinistrés et non sinistrés","year":2006,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.025982578682748756,"score_gpt":0.35624292022856563,"score_spread":0.33026034154581685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143131636","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":[0.7630356,0.0011519585,0.0022586642,0.00557925,0.00043686907,0.00065048295,0.00015642635,0.00013261691,0.22659811],"genre_scores_gemma":[0.982728,0.0009096346,0.0031306029,0.0016068578,0.00044655468,0.000101550024,0.00015776267,0.0000479602,0.010871071],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99497473,0.0014530708,0.0007099245,0.0008522049,0.00057565566,0.0014343947],"domain_scores_gemma":[0.9981361,0.0005277778,0.00041864067,0.00046802417,0.00011151972,0.00033792705],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0011218667,0.00062686607,0.00057400775,0.00013556729,0.0016377614,0.00043507732,0.00087469275,0.00030329986,0.0007771066],"category_scores_gemma":[0.000073492374,0.00064256747,0.0003066185,0.00080685597,0.0049652252,0.0009511388,0.00026798056,0.0005251342,0.00037509395],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004159491,0.008984685,0.35516217,0.0007156992,0.000632342,0.00048281654,0.40036353,0.003406545,0.014612575,0.06078701,0.05139445,0.10304222],"study_design_scores_gemma":[0.0021134154,0.00089666416,0.69852453,0.0008167198,0.0003616382,0.00007188164,0.17011565,0.0006397153,0.0051368354,0.013642893,0.10600224,0.0016777979],"about_ca_topic_score_codex":0.22122766,"about_ca_topic_score_gemma":0.7475596,"teacher_disagreement_score":0.52633196,"about_ca_system_score_codex":0.0024338972,"about_ca_system_score_gemma":0.0021984596,"threshold_uncertainty_score":0.999662},"labels":[],"label_agreement":null},{"id":"W2144181240","doi":"10.2307/3552443","title":"Canadian Disaster Management Policy: Moving toward a Paradigm Shift?","year":2005,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Paradigm shift; Emergency management; Disaster response; Political science; Business; Public administration; Epistemology; Law","score_opus":0.020253224400305716,"score_gpt":0.2844247472129074,"score_spread":0.2641715228126017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144181240","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":[0.0076148044,0.00007104708,0.00002592756,0.3941485,0.00018980331,0.00035618804,0.000045581117,0.00007792701,0.5974702],"genre_scores_gemma":[0.94144714,0.00008472608,0.000089102796,0.022468654,0.002193104,0.00005444927,0.000022364073,0.000032219672,0.033608243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962778,0.00012893748,0.00028108575,0.00046937453,0.0004644873,0.0023782873],"domain_scores_gemma":[0.9955452,0.00002375184,0.000066789034,0.00049444614,0.000030037394,0.0038397652],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048698328,0.00025533081,0.0002013896,0.0024812943,0.0011734333,0.0009800587,0.0012473109,0.00015010225,0.0009273531],"category_scores_gemma":[0.00014290368,0.00027542823,0.00011182375,0.0018855326,0.00035138946,0.00097536825,0.00009974135,0.0001712212,0.0008074904],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[9.0167026e-7,0.000009840795,0.0017299679,0.000011370088,0.00003530457,0.000034323082,0.010819657,0.000007005356,1.0405454e-7,0.88477355,0.030108534,0.07246945],"study_design_scores_gemma":[0.00018197982,0.000008266261,0.010219977,0.000016214566,0.000010972292,0.0000014342172,0.002529239,0.00003785888,2.5703065e-7,0.009864043,0.97678554,0.00034424188],"about_ca_topic_score_codex":0.990197,"about_ca_topic_score_gemma":0.9991549,"teacher_disagreement_score":0.94667697,"about_ca_system_score_codex":0.005150707,"about_ca_system_score_gemma":0.0107291285,"threshold_uncertainty_score":0.99998593},"labels":[],"label_agreement":null},{"id":"W2145489907","doi":"10.1017/s1049023x00003605","title":"In the Path of Disasters: Psychosocial Issues for Preparedness, Response, and Recovery","year":2006,"lang":"en","type":"review","venue":"Prehospital and Disaster Medicine","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"Centers for Disease Control and Prevention","keywords":"Psychosocial; Emergency management; Preparedness; Psychology; Medicine; Political science; Psychiatry","score_opus":0.03529903727230697,"score_gpt":0.382922297618662,"score_spread":0.347623260346355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145489907","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004031248,0.9816814,0.000018858434,0.0016896733,0.0005768873,0.0018074432,0.000044817025,0.000013565406,0.010136115],"genre_scores_gemma":[0.0015713082,0.9913487,0.000040681505,0.00012899001,0.000757558,0.00021671514,0.000029848376,0.00001958583,0.0058866064],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978561,0.00045966753,0.0005610413,0.0004150315,0.00039548866,0.0003126853],"domain_scores_gemma":[0.9986643,0.0007224708,0.00029027413,0.00022478572,0.000032756154,0.00006538228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013866698,0.00027937736,0.00090293837,0.00013430815,0.00016237471,0.00007268457,0.0003952453,0.00015707067,0.000019926874],"category_scores_gemma":[0.00026047352,0.00015991999,0.00012715397,0.000285648,0.0011414335,0.00028217555,0.000098875484,0.000119984674,0.00000146445],"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":[0.00034022823,0.00023727326,0.00019786923,0.0112200165,0.0000826398,0.000010507084,0.20800674,9.6861754e-8,2.8667188e-7,0.0059300163,0.045971144,0.7280032],"study_design_scores_gemma":[0.00042974608,0.0003918781,0.00020241331,0.004790869,0.00024474604,0.0000014178647,0.031029066,6.007625e-7,1.2538507e-8,0.0032731872,0.9594366,0.000199473],"about_ca_topic_score_codex":0.00046480246,"about_ca_topic_score_gemma":0.0003169657,"teacher_disagreement_score":0.91346544,"about_ca_system_score_codex":0.000027130214,"about_ca_system_score_gemma":0.000069348,"threshold_uncertainty_score":0.65213484},"labels":[],"label_agreement":null},{"id":"W2145582211","doi":"10.7202/013028ar","title":"Les impacts psychosociaux de la tempête de verglas au Québec","year":2006,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.013558529407380634,"score_gpt":0.32140596585806136,"score_spread":0.30784743645068074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145582211","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":[0.689824,0.0036581934,0.000068204696,0.005514045,0.0007245749,0.00022891702,0.000014632228,0.00008091335,0.2998865],"genre_scores_gemma":[0.917774,0.0003053335,0.00014583969,0.00045076568,0.0012759778,0.00002555783,0.0000063851917,0.00003766997,0.07997844],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966625,0.0006302165,0.00039192862,0.00046300987,0.00055225665,0.0013000899],"domain_scores_gemma":[0.9988082,0.00032954474,0.00021753635,0.0002969366,0.000029829444,0.0003179473],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009831073,0.00034518456,0.00029593287,0.00009797579,0.0013874061,0.00021256844,0.00066656637,0.00025035196,0.000998801],"category_scores_gemma":[0.000071684095,0.00034858217,0.00024589497,0.000452106,0.0021742384,0.00046428034,0.00014426703,0.0002611831,0.0005293597],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000050699466,0.0008446531,0.74592716,0.00017712556,0.0001264581,0.00008421259,0.07603571,0.00007192562,0.0012357327,0.013225305,0.03546818,0.12675287],"study_design_scores_gemma":[0.00076296966,0.00011994208,0.43302315,0.00026439605,0.00014845071,0.0000111852705,0.030459259,0.00006149015,0.0004430529,0.0011189911,0.53306466,0.0005224307],"about_ca_topic_score_codex":0.9916238,"about_ca_topic_score_gemma":0.98864233,"teacher_disagreement_score":0.4975965,"about_ca_system_score_codex":0.008031958,"about_ca_system_score_gemma":0.005995351,"threshold_uncertainty_score":0.9999144},"labels":[],"label_agreement":null},{"id":"W2147480862","doi":"10.1016/j.ijdrr.2012.05.002","title":"Risk interpretation and action: A conceptual framework for responses to natural hazards","year":2012,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":593,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"International Social Science Council","keywords":"Action (physics); Context (archaeology); Natural hazard; Interpretation (philosophy); Interpersonal communication; Natural (archaeology); Conceptual model; Risk analysis (engineering); Conceptual framework; Moderation; Social psychology; Psychology; Management science; Business; Sociology; Computer science; Engineering","score_opus":0.02546023317836394,"score_gpt":0.37453551370500776,"score_spread":0.3490752805266438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147480862","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":[0.9314989,0.00031676443,0.057386674,0.001747302,0.008402376,0.00020069235,0.000016676886,0.000014743528,0.00041591228],"genre_scores_gemma":[0.9892047,0.00029670357,0.0065318695,0.000081672115,0.002995542,0.000009796247,0.0000022629426,0.00000822457,0.00086924626],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9986251,0.00024519255,0.00030527433,0.00011849164,0.00051894266,0.00018701697],"domain_scores_gemma":[0.99873763,0.00022573934,0.00044986393,0.0000633168,0.0003853175,0.00013814538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009400947,0.00009168571,0.0001172415,0.00021903835,0.00021204728,0.00017744504,0.00023845238,0.000059411665,0.000045386547],"category_scores_gemma":[0.0012588248,0.000078973186,0.00009898823,0.000116490926,0.00020339455,0.0012367466,0.00004449245,0.0001996286,0.0000095047235],"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":[0.0040218877,0.00025856984,0.03724235,0.000011921207,0.00047280142,0.0000022821682,0.2499474,0.0001564489,0.0005894129,0.033825263,0.0053078784,0.6681638],"study_design_scores_gemma":[0.0027426928,0.0011001449,0.14518888,0.0006377106,0.00061125035,0.0001737353,0.5457319,0.0006697259,0.0013381565,0.04297847,0.25794944,0.00087791117],"about_ca_topic_score_codex":0.00005917489,"about_ca_topic_score_gemma":0.000031604057,"teacher_disagreement_score":0.66728586,"about_ca_system_score_codex":0.00013300327,"about_ca_system_score_gemma":0.000049226033,"threshold_uncertainty_score":0.3220433},"labels":[],"label_agreement":null},{"id":"W2153128760","doi":"","title":"Tweeting a deluge: Understanding the use of social networking site content by journalists during a natural disaster","year":2015,"lang":"en","type":"article","venue":"uO Research (University of Ottawa)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Natural (archaeology); Social media; Internet privacy; Content (measure theory); Public relations; User-generated content; Media studies; World Wide Web; Sociology; Computer science; Political science; History; Geography","score_opus":0.37783726602217405,"score_gpt":0.35570414414307205,"score_spread":0.02213312187910199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153128760","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":[0.9795824,0.000056135217,0.000687181,0.003373727,0.0001510655,0.00023786644,0.0000056435756,0.000016976554,0.015888989],"genre_scores_gemma":[0.9893876,0.00003613192,0.00007537712,0.0000141894725,0.000102017046,1.5881197e-7,0.0000021404815,0.000005290508,0.010377117],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974986,0.00060809206,0.00012176618,0.00016182128,0.0011602101,0.00044955208],"domain_scores_gemma":[0.99912274,0.00024307636,0.0001462121,0.00011319959,0.00025056518,0.00012423095],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018996178,0.00006864188,0.00014048873,0.00015261424,0.001411829,0.00014003052,0.00055287627,0.000050516624,0.000038348793],"category_scores_gemma":[0.00016427958,0.00006106084,0.000086323125,0.0005873107,0.0011974272,0.0006221954,0.00035662446,0.0002875059,0.000005883516],"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":[0.00022632642,0.00026937778,0.34775284,0.00019880901,0.00034438533,0.00013466277,0.4450813,0.0002848547,0.0058169034,0.10774234,0.088011496,0.0041367128],"study_design_scores_gemma":[0.0017908498,0.00010129007,0.031045476,0.00022615136,0.000051450254,0.0000017877273,0.81790924,0.0018277215,0.000043227985,0.0008826874,0.14582328,0.00029684193],"about_ca_topic_score_codex":0.0012296486,"about_ca_topic_score_gemma":0.006080996,"teacher_disagreement_score":0.37282795,"about_ca_system_score_codex":0.0002913653,"about_ca_system_score_gemma":0.00008206527,"threshold_uncertainty_score":0.9998882},"labels":[],"label_agreement":null},{"id":"W2153414840","doi":"10.1017/s0898030611000169","title":"The Dynamics of Policy Change: A Longitudinal Analysis of Emergency Management in Ontario, 1950–2010","year":2011,"lang":"en","type":"article","venue":"Journal of Policy History","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Dynamics (music); Content analysis; Content (measure theory); Political science; Computer security; Emergency management; Computer science; Business; Process management; Public administration; Sociology; Law; Social science; Mathematics","score_opus":0.09714749117000429,"score_gpt":0.3308548534449464,"score_spread":0.23370736227494213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153414840","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":[0.6013151,0.0012887523,0.00014794196,0.002343916,0.0018413211,0.00031628946,0.000004622776,0.000008077422,0.392734],"genre_scores_gemma":[0.97500825,0.0011263065,0.00013801435,0.00004540265,0.00018988772,0.000003908004,5.211437e-7,0.000006135458,0.023481578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983253,0.00012348784,0.0006330125,0.00010403197,0.00054235134,0.00027182387],"domain_scores_gemma":[0.9986867,0.000033193675,0.0008368951,0.00021850748,0.00013425987,0.000090479276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009874677,0.00009699959,0.00030823404,0.0014874378,0.00010001782,0.000005595293,0.0006897746,0.000049564784,0.00038128355],"category_scores_gemma":[0.00008953565,0.000074345306,0.0002941962,0.0011652792,0.00033847315,0.00022474243,0.00009120837,0.00015841158,0.000002200426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016949665,0.0005838534,0.38535243,0.00006314213,0.0014336135,0.000043149772,0.21830882,0.00004078217,0.000014959006,0.37066218,0.006279633,0.017047923],"study_design_scores_gemma":[0.00022009895,0.0000956552,0.9551594,0.000029691202,0.00046975826,5.08028e-7,0.008907846,0.000058563848,0.0000013029347,0.0021139237,0.032837845,0.00010540259],"about_ca_topic_score_codex":0.3703421,"about_ca_topic_score_gemma":0.7736257,"teacher_disagreement_score":0.56980693,"about_ca_system_score_codex":0.0018032192,"about_ca_system_score_gemma":0.00045763396,"threshold_uncertainty_score":0.6338508},"labels":[],"label_agreement":null},{"id":"W2153636558","doi":"10.1111/j.1530-2415.2011.01262.x","title":"Who Helps Natural‐Disaster Victims? Assessment of Trait and Situational Predictors","year":2011,"lang":"en","type":"article","venue":"Analyses of Social Issues and Public Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":57,"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":"Empathy; Trait; Psychology; Natural disaster; Situational ethics; Social psychology; Government (linguistics); Variance (accounting); Situation awareness; Applied psychology; Geography; Engineering","score_opus":0.05791920319805953,"score_gpt":0.39851745185715653,"score_spread":0.340598248659097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153636558","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":[0.8694214,0.00041607564,0.000036811172,0.0024348465,0.00005660644,0.00012292931,0.000018348237,0.000017567052,0.12747543],"genre_scores_gemma":[0.99637973,0.00036392067,0.00020236563,0.000085808126,0.00025011026,0.000003496103,0.0000068603604,0.000004705659,0.0027030273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99891067,0.0000993002,0.00023886605,0.00015794697,0.00037334193,0.00021985258],"domain_scores_gemma":[0.9995093,0.000042838717,0.00016772945,0.00006840104,0.000121849764,0.00008988525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029066007,0.00009430532,0.00023270279,0.0002017718,0.0002559293,0.00006969216,0.00018176404,0.00006478571,0.0002545671],"category_scores_gemma":[0.00007373085,0.0000795869,0.000073066054,0.0003833256,0.0007622194,0.00046515034,0.000088096356,0.000056798006,5.8857484e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001655918,0.00023363529,0.11692793,0.000104835235,0.0004179026,0.0000015126586,0.10283827,5.269278e-7,0.00034811275,0.7587564,0.0015981358,0.018756172],"study_design_scores_gemma":[0.00032379682,0.00008496656,0.9565398,0.000023135157,0.00011099316,3.082697e-7,0.026744734,0.00008671716,0.000057098263,0.008100726,0.0077456585,0.00018205697],"about_ca_topic_score_codex":0.022419525,"about_ca_topic_score_gemma":0.0010916936,"teacher_disagreement_score":0.8396119,"about_ca_system_score_codex":0.00001755728,"about_ca_system_score_gemma":0.00012553611,"threshold_uncertainty_score":0.98409027},"labels":[],"label_agreement":null},{"id":"W2159762654","doi":"10.1111/j.1939-0025.2012.01144.x","title":"Time bound: The timescape of secondary trauma of the surviving teachers of the Wenchuan Earthquake.","year":2012,"lang":"en","type":"article","venue":"American Journal of Orthopsychiatry","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":25,"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":"Social connectedness; Social capital; Ethnography; Perspective (graphical); China; Sociology; Psychology; Social psychology; Political science; Social science","score_opus":0.006495031421712907,"score_gpt":0.24751473438512803,"score_spread":0.24101970296341513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159762654","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":[0.9607801,0.0005212873,0.00001084516,0.0024977874,0.0010748811,0.0001329804,0.0000038680755,0.0000033829863,0.03497491],"genre_scores_gemma":[0.9979106,0.000040419272,0.00016345404,0.00016445635,0.00024884648,6.5743586e-7,1.0178075e-7,0.00000935162,0.0014621068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763215,0.00072490046,0.0005461489,0.00008266971,0.00073483394,0.0002793033],"domain_scores_gemma":[0.9977434,0.00017803612,0.0015576431,0.0003404295,0.000101864156,0.00007862394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020844496,0.000109001194,0.0002952193,0.000060508468,0.00026571823,0.000019403344,0.0010635863,0.000032522927,0.00028547447],"category_scores_gemma":[0.00009897096,0.000053037907,0.00038419737,0.0006875815,0.0023793757,0.0002560471,0.00010093566,0.000294705,0.0000033916444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052720967,0.00031907106,0.77325785,0.000030205798,0.00025166813,2.95842e-7,0.066861086,0.00006817645,0.00052160176,0.0018398288,0.004246433,0.15255107],"study_design_scores_gemma":[0.00023429151,0.00016546549,0.9119984,0.00012930066,0.00013310689,0.00000645799,0.073859796,0.000006093169,0.000103624305,0.00023311513,0.013021553,0.00010880591],"about_ca_topic_score_codex":0.00034562015,"about_ca_topic_score_gemma":0.00033763718,"teacher_disagreement_score":0.15244226,"about_ca_system_score_codex":0.000017288387,"about_ca_system_score_gemma":0.0002945797,"threshold_uncertainty_score":0.8766909},"labels":[],"label_agreement":null},{"id":"W2161042603","doi":"10.1177/0956797613479975","title":"Experiencing a Natural Disaster Alters Children’s Altruistic Giving","year":2013,"lang":"en","type":"article","venue":"Psychological Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Natural disaster; Suicide prevention; Poison control; Altruism (biology); Natural (archaeology); Injury prevention; Human factors and ergonomics; Prosocial behavior; Social psychology; Occupational safety and health; Developmental psychology; Medical emergency","score_opus":0.01702694268993262,"score_gpt":0.34668153099866966,"score_spread":0.32965458830873706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161042603","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":[0.8639879,0.000042200078,0.00030475133,0.0012274543,0.0009351135,0.00035228106,3.4038817e-7,0.000120293545,0.13302961],"genre_scores_gemma":[0.9944137,0.000015474052,0.0006496006,0.0012974266,0.00019413212,0.000050469625,4.161189e-7,0.000004595945,0.0033742178],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997337,0.00009689248,0.00020070132,0.0006577571,0.00083933905,0.000868329],"domain_scores_gemma":[0.9991737,0.000082469494,0.00007374295,0.00029103117,0.000073839736,0.00030522628],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007449393,0.0001382321,0.00012632593,0.00010463913,0.0011571165,0.0006266182,0.0013377895,0.000046660745,0.001834005],"category_scores_gemma":[0.00051640876,0.00009687339,0.000059666996,0.00097545015,0.0028404985,0.0010556071,0.00021615623,0.00016141987,0.00065458927],"study_design_candidate":"observational","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":[0.000039446913,0.0010718678,0.22031239,0.000023577772,0.00002930072,0.000035163008,0.15155071,0.00005134791,0.031365205,0.12926994,0.016098741,0.4501523],"study_design_scores_gemma":[0.00025642134,0.000097716176,0.9734946,0.000031342057,0.0000055372693,0.000005558339,0.01593353,0.00028361406,0.000049190035,0.0042207907,0.005151743,0.0004699858],"about_ca_topic_score_codex":0.0005060194,"about_ca_topic_score_gemma":0.00005804513,"teacher_disagreement_score":0.7531822,"about_ca_system_score_codex":0.00008911434,"about_ca_system_score_gemma":0.000028581939,"threshold_uncertainty_score":0.9998732},"labels":[],"label_agreement":null},{"id":"W2162039480","doi":"10.7202/018685ar","title":"Désastre humanitaire dans la vallée des hamacs","year":2008,"lang":"fr","type":"article","venue":"Anthropologie et Sociétés","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.24835480791162867,"score_gpt":0.5507659162673134,"score_spread":0.30241110835568474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162039480","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":[0.30993423,0.0037188951,0.00052899576,0.027645148,0.008866229,0.00027704742,0.000017318704,0.00025688205,0.64875525],"genre_scores_gemma":[0.7790283,0.03227223,0.00047740468,0.00045575018,0.00034177137,0.000014406356,0.000008277341,0.000028928156,0.18737294],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9968286,0.0008688138,0.00033057388,0.00052729493,0.0005304114,0.0009142778],"domain_scores_gemma":[0.9988922,0.0003712045,0.00011307949,0.00035166027,0.00009566476,0.00017622187],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0005992885,0.00033273452,0.000348338,0.00006429262,0.0026823056,0.00012231209,0.00080956076,0.00035857083,0.011731501],"category_scores_gemma":[0.00021303164,0.00032145076,0.00025825418,0.00050764764,0.023484187,0.0008145756,0.0003539502,0.00039181628,0.0006084581],"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":[0.000029047349,0.0014446215,0.038649738,0.00021601983,0.00028538023,0.0014896771,0.18376304,0.0000814097,0.00011331789,0.23525156,0.34947437,0.1892018],"study_design_scores_gemma":[0.0006319436,0.00032461694,0.022497118,0.00015496586,0.00014114619,0.000038620925,0.5439473,0.000059557242,0.00013619996,0.026632268,0.404693,0.00074331765],"about_ca_topic_score_codex":0.0036791563,"about_ca_topic_score_gemma":0.0021113844,"teacher_disagreement_score":0.46909407,"about_ca_system_score_codex":0.00022751147,"about_ca_system_score_gemma":0.00028482845,"threshold_uncertainty_score":0.99992377},"labels":[],"label_agreement":null},{"id":"W2163789349","doi":"10.5751/es-06944-190436","title":"Meeting institutional criteria for social resilience: a nested risk system model","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Resilience (materials science); Environmental resource management; Risk model; Geography; Business; Risk analysis (engineering); Environmental science","score_opus":0.01987898010850325,"score_gpt":0.3059694253284969,"score_spread":0.28609044521999366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163789349","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":[0.92219824,0.000029729996,0.016390624,0.0011435015,0.0005280858,0.00037745264,0.000011334171,0.000112931986,0.059208132],"genre_scores_gemma":[0.99514574,0.000026324846,0.0025508844,0.0002891057,0.00028979263,0.000045724453,0.000003514954,0.0000037986042,0.0016451388],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990824,0.00017077976,0.00013373958,0.00021570844,0.00012277332,0.00027458463],"domain_scores_gemma":[0.99959636,0.00016343186,0.00008062083,0.000051696687,0.000056343244,0.000051564406],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014047709,0.00007243299,0.00012820734,0.000014818923,0.0028127679,0.000060683913,0.0001460298,0.00015551617,0.000009327585],"category_scores_gemma":[0.00015112496,0.00006807386,0.00008552168,0.000086214,0.00066376023,0.00015337465,0.000054851374,0.00007950219,0.000004600417],"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":[0.000030999767,0.000082506485,0.023204155,0.00016564254,0.000057913174,6.3933965e-7,0.06820019,0.0007627842,0.000110210676,0.88163817,0.023065383,0.0026813825],"study_design_scores_gemma":[0.0024676092,0.00017025285,0.17315672,0.00006811031,0.00020661954,0.0000019715135,0.1227034,0.60190076,0.00001563644,0.026704498,0.07189676,0.00070767174],"about_ca_topic_score_codex":0.000083183804,"about_ca_topic_score_gemma":0.0002978413,"teacher_disagreement_score":0.8549337,"about_ca_system_score_codex":0.00005403409,"about_ca_system_score_gemma":0.00008557967,"threshold_uncertainty_score":0.99848545},"labels":[],"label_agreement":null},{"id":"W2164316805","doi":"10.4296/cwrj3002145","title":"Public Participation in the Emergency Response Phase of Flooding: A Case Study of the Red River Basin","year":2005,"lang":"en","type":"article","venue":"Canadian Water Resources Journal / Revue canadienne des ressources hydriques","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Army Corps of Engineers; Government of Canada","keywords":"Flood myth; Context (archaeology); Flooding (psychology); Public relations; Emergency management; Environmental planning; Emergency response; Qualitative research; Public opinion; Phase (matter); Political science; Business; Geography; Sociology; Psychology; Medical emergency; Medicine; Politics; Social science; Law; Archaeology","score_opus":0.06291111124325603,"score_gpt":0.3062204660660452,"score_spread":0.24330935482278915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164316805","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":[0.9925948,0.00020777482,0.0000023048126,0.0046665086,0.00016455809,0.0006095347,0.0000113960805,0.000010234064,0.0017329081],"genre_scores_gemma":[0.99866784,0.00007593127,0.00001656499,0.00009488545,0.00022548916,0.00002635663,0.0000011946977,0.000019184507,0.00087257836],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950452,0.0025918297,0.00080346345,0.00027321992,0.0003586,0.0009277159],"domain_scores_gemma":[0.9982195,0.00013300199,0.00036815554,0.00046905834,0.00027043157,0.00053988374],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0038439343,0.0002035431,0.000306743,0.00068057154,0.0013058215,0.00018173951,0.0012404411,0.000095148294,0.00019693458],"category_scores_gemma":[0.00062749616,0.00012381352,0.0001500375,0.00090013037,0.00076107547,0.00047810393,0.00006129879,0.00033701392,0.000002514709],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009795652,0.00023683962,0.029925104,0.00002363971,0.00004618037,0.0007928138,0.96313375,0.00039656184,0.00018968826,0.000013562451,0.00005751066,0.0050864075],"study_design_scores_gemma":[0.0016284068,0.00075332174,0.02021101,0.00022186611,0.0001485689,0.0005685297,0.2836223,0.00041828005,0.0003942615,0.00058227405,0.69102186,0.00042931197],"about_ca_topic_score_codex":0.3794615,"about_ca_topic_score_gemma":0.9739479,"teacher_disagreement_score":0.69096434,"about_ca_system_score_codex":0.0004449635,"about_ca_system_score_gemma":0.000034469533,"threshold_uncertainty_score":0.99999434},"labels":[],"label_agreement":null},{"id":"W2166648082","doi":"10.1111/j.1556-3502.2010.51713.x","title":"Making and Unmaking “Vulnerable Persons”: How Disasters Expose and Sustain Structural Inequalities","year":2010,"lang":"en","type":"article","venue":"Anthropology News","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Disability Prevention and Rehabilitation","funders":"","keywords":"EXPOSE; Vulnerability (computing); Hurricane katrina; Race (biology); Inequality; Environmental ethics; Sociology; Geography; Natural disaster; Computer security; Gender studies; Computer science; Biology","score_opus":0.03471755982140232,"score_gpt":0.3569350411315732,"score_spread":0.32221748131017086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166648082","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":[0.9716339,0.00022346963,0.00009528017,0.009949727,0.00076020445,0.00014940527,0.0000021645124,0.000049242575,0.017136594],"genre_scores_gemma":[0.9938486,0.00010488115,0.00036791555,0.0003379914,0.00020315203,0.0000050068907,0.0000012603538,0.000008256992,0.005122903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988646,0.00022349178,0.00010376243,0.00026816147,0.00013534309,0.00040467113],"domain_scores_gemma":[0.9995572,0.00015070249,0.00007086991,0.00012479148,0.000021706124,0.00007473241],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0003396971,0.00012003665,0.00015457284,0.000081939084,0.0013639141,0.00024247987,0.0001555805,0.000100840196,0.0002234904],"category_scores_gemma":[0.00016457014,0.00010264652,0.000023234568,0.00010557028,0.003188132,0.0004233662,0.00013757843,0.00023350916,0.0000020481925],"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":[0.000039045302,0.000023661549,0.2099806,0.00008153261,0.000048940346,0.00005486809,0.2468273,0.0000017619623,0.0012100779,0.47190362,0.0034503674,0.066378206],"study_design_scores_gemma":[0.00036201644,0.00007351473,0.005573878,0.000018760602,0.000025798157,0.000010873717,0.9394413,0.00010394415,0.000058587542,0.0051670857,0.04888066,0.0002835371],"about_ca_topic_score_codex":0.0022415451,"about_ca_topic_score_gemma":0.016570011,"teacher_disagreement_score":0.692614,"about_ca_system_score_codex":0.000013471344,"about_ca_system_score_gemma":0.00003234703,"threshold_uncertainty_score":0.99993616},"labels":[],"label_agreement":null},{"id":"W2167733253","doi":"10.1371/journal.pmed.1001322","title":"Where There Is No Paramedic: The Sachigo Lake Wilderness Emergency Response Education Initiative","year":2012,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; NOSM University; Assembly of First Nations; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Wilderness; Emergency response; Medicine; Medical emergency; Environmental health; Biology","score_opus":0.04072200842728344,"score_gpt":0.3399853619207658,"score_spread":0.2992633534934823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167733253","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":[0.48714554,0.0053085345,0.00006562817,0.08026469,0.0037080222,0.00077491964,0.000005051538,0.00009497802,0.42263263],"genre_scores_gemma":[0.94255835,0.0017149464,0.000020445965,0.0018935621,0.0021322588,0.00006373525,0.0000051482075,0.000011572491,0.0516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814206,0.0004954867,0.00020333189,0.0001581925,0.0006505951,0.00035033206],"domain_scores_gemma":[0.9990958,0.00025033677,0.00012360988,0.00024813093,0.00012462647,0.00015751022],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012214651,0.00011649281,0.0001356039,0.00005199248,0.00043728767,0.000016385968,0.00039666798,0.000058234826,0.0075807585],"category_scores_gemma":[0.00064891373,0.00006667586,0.00003335577,0.00034709068,0.0005155061,0.0003139759,0.000049539187,0.00014458396,0.00046877316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013279734,0.00052970776,0.120214894,0.00008718459,0.00010128073,0.0000020874036,0.32421038,2.6383788e-7,0.0001223158,0.009231015,0.52684784,0.018520234],"study_design_scores_gemma":[0.00023046802,0.00008291874,0.099761285,0.00024849008,0.0000903403,4.2245156e-7,0.09528833,0.000010718756,0.000012172205,0.001290363,0.8028386,0.00014583746],"about_ca_topic_score_codex":0.0002011805,"about_ca_topic_score_gemma":0.0006153966,"teacher_disagreement_score":0.45541278,"about_ca_system_score_codex":0.000031228043,"about_ca_system_score_gemma":0.00013983359,"threshold_uncertainty_score":0.9933264},"labels":[],"label_agreement":null},{"id":"W2177233909","doi":"10.5539/ass.v11n28p109","title":"Shrimp Cultivation and Coastal Livelihood: A focus on Bangladesh Coastal Vulnerability","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Livelihood; Shrimp; Vulnerability (computing); Fishing; Shrimp farming; Fishery; Focus group; Agriculture; Work (physics); Geography; Natural disaster; Socioeconomics; Business; Environmental resource management; Fish <Actinopterygii>; Aquaculture; Biology; Marketing; Sociology; Economics; Engineering","score_opus":0.029838530497955068,"score_gpt":0.31888142116988927,"score_spread":0.2890428906719342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177233909","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":[0.24312982,0.000008774499,0.00018656775,0.006129554,0.0003369252,0.00030812764,0.000009215432,0.000090724614,0.7498003],"genre_scores_gemma":[0.99781734,0.0000035208398,0.00013142067,0.00015982964,0.00038487304,0.000011167818,0.000001926397,0.000005505325,0.0014844406],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976067,0.00017088118,0.00015847092,0.00043737917,0.0011303567,0.0004961952],"domain_scores_gemma":[0.9992573,0.000045579458,0.00008845879,0.000121678146,0.00017239062,0.00031456212],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0017397692,0.00012054118,0.00013030402,0.00009625552,0.0014467534,0.00036129612,0.0004448219,0.00006934769,0.000031166157],"category_scores_gemma":[0.00052474067,0.000109779285,0.000037712274,0.0009530893,0.0028095746,0.00084518845,0.00019578473,0.00013251737,0.00004764572],"study_design_candidate":"design_other","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":[0.00005989365,0.0001620361,0.0116466135,0.0000075456437,0.000006332818,0.000009286791,0.09887712,5.465304e-7,0.00041220378,0.25692573,0.0023290666,0.6295636],"study_design_scores_gemma":[0.0017990061,0.00071359484,0.54008293,0.00005916535,0.000034752444,0.000002758718,0.31353208,0.00007777742,0.0007701025,0.074948065,0.06696592,0.0010138289],"about_ca_topic_score_codex":0.0012885025,"about_ca_topic_score_gemma":0.0035719553,"teacher_disagreement_score":0.7546875,"about_ca_system_score_codex":0.00011841571,"about_ca_system_score_gemma":0.0004011995,"threshold_uncertainty_score":0.9999042},"labels":[],"label_agreement":null},{"id":"W2177625808","doi":"","title":"Translation and trust: a case study of how translation was experienced by foreign nationals resident in Japan for the 2011 great east Japan earthquake","year":2015,"lang":"en","type":"dissertation","venue":"Dublin City University Open Access Institutional Repository (Dublin City University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"German; Context (archaeology); Thematic analysis; Ethnography; Face (sociological concept); Linguistics; Space (punctuation); Language barrier; Sociology; Psychology; History; Qualitative research; Social science; Anthropology","score_opus":0.12455757356056127,"score_gpt":0.3546767054296004,"score_spread":0.23011913186903912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177625808","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":[0.9531917,0.00015547908,0.00054717326,0.00042784962,0.00045544672,0.0036069748,0.0001457986,0.00004081988,0.04142874],"genre_scores_gemma":[0.9726679,0.00011441503,0.00010333055,0.000012915854,0.000074538366,0.000010337866,0.00034506858,0.000013113726,0.026658434],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966753,0.00053001544,0.00041575276,0.0008619058,0.0011543856,0.0003626081],"domain_scores_gemma":[0.99759823,0.000378371,0.0006233495,0.00035407796,0.00081617077,0.0002297808],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011438122,0.0003541814,0.0005010303,0.0010330131,0.0031676006,0.0009970918,0.0022585578,0.00039161477,0.00007538807],"category_scores_gemma":[0.00012671985,0.0003790985,0.00016098873,0.0013069801,0.000768962,0.006124654,0.00028061666,0.00035544494,8.705681e-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":[0.014049644,0.005895816,0.2504946,0.0009963083,0.0018381386,0.0024730673,0.48854452,0.005034823,0.00030560317,0.17882708,0.0064382097,0.045102168],"study_design_scores_gemma":[0.008424273,0.00038085654,0.03259054,0.0002477546,0.00050284807,0.000031011416,0.9029456,0.0027548822,0.000067602305,0.0004800271,0.05057121,0.0010034293],"about_ca_topic_score_codex":0.030570932,"about_ca_topic_score_gemma":0.15998068,"teacher_disagreement_score":0.41440102,"about_ca_system_score_codex":0.0005121253,"about_ca_system_score_gemma":0.001329661,"threshold_uncertainty_score":0.99986607},"labels":[],"label_agreement":null},{"id":"W2178322345","doi":"10.1108/ijes-11-2015-0024","title":"The nexus of transformational leadership of emergency services systems","year":2016,"lang":"en","type":"article","venue":"International Journal of Emergency Services","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Transformational leadership; Grounded theory; Nexus (standard); Context (archaeology); Leadership studies; Knowledge management; Transactional leadership; Systems thinking; Psychology; Qualitative research; Public relations; Sociology; Political science; Leadership style; Engineering; Computer science","score_opus":0.04914740516482512,"score_gpt":0.3330650664884489,"score_spread":0.2839176613236238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178322345","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":[0.91347027,0.0061172494,0.0006661905,0.013149211,0.021070598,0.00031008112,0.0000542612,0.000020634914,0.045141526],"genre_scores_gemma":[0.992903,0.0043247696,0.000020674788,0.00002485466,0.00060022,0.0000029447615,0.0000016213115,0.000006608428,0.0021153246],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99706054,0.00014853908,0.0010624612,0.000098518045,0.0014207717,0.00020916387],"domain_scores_gemma":[0.99733466,0.00011309358,0.0011293789,0.00011613181,0.0012323686,0.000074338874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009960236,0.00010886821,0.0001768994,0.00016157076,0.00015284486,0.000033645552,0.0016875378,0.000054206306,0.0007048665],"category_scores_gemma":[0.000032183423,0.00006195383,0.00020471943,0.0002230583,0.000102327496,0.0010398349,0.000048192484,0.00006608859,0.000014518106],"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":[0.0013772468,0.0012201575,0.25038436,0.0025412699,0.0039251023,0.000027793692,0.19038144,0.002188572,0.02301049,0.44942042,0.006741546,0.06878161],"study_design_scores_gemma":[0.0031703957,0.00066509104,0.12238412,0.0038595477,0.00041384742,0.000017059148,0.37406805,0.0010974804,0.002686849,0.043631926,0.446988,0.0010176558],"about_ca_topic_score_codex":0.00057226093,"about_ca_topic_score_gemma":0.00130503,"teacher_disagreement_score":0.44024643,"about_ca_system_score_codex":0.000034239423,"about_ca_system_score_gemma":0.0000752717,"threshold_uncertainty_score":0.77177936},"labels":[],"label_agreement":null},{"id":"W2181870026","doi":"","title":"TOWNSHIP RECEIVES JOINT EMERGENCY PREPAREDNESS FUNDING","year":2013,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Backup; Government (linguistics); Business; Preparedness; Emergency management; Joint (building); Emergency response; Service (business); Plan (archaeology); Finance; Public administration; Operations management; Medical emergency; Engineering; Political science; Marketing; Medicine; Geography","score_opus":0.06817077084276313,"score_gpt":0.3218183684531149,"score_spread":0.25364759761035177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181870026","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":[0.323838,0.000036601235,0.00016309587,0.0011750038,0.0005954121,0.00020338222,1.17006635e-7,0.0000972905,0.67389107],"genre_scores_gemma":[0.7726092,0.000077811994,0.00018367243,0.000059086997,0.00012496642,0.00002473613,5.169917e-7,0.0000035518908,0.22691648],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99906826,0.00005790815,0.00014257085,0.00017449414,0.00025281217,0.00030396273],"domain_scores_gemma":[0.999659,0.000015840242,0.00004092256,0.00013035341,0.00004739694,0.00010647908],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027551592,0.0000641683,0.0000703219,0.000050084058,0.00034450367,0.000121175624,0.00025559863,0.000032800777,0.020507848],"category_scores_gemma":[0.000093821334,0.000050657596,0.00005744116,0.00023406705,0.000102127364,0.0005369886,0.00007213844,0.000036364858,0.001029024],"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":[0.0000046974687,0.0001477582,0.043760113,0.00004740199,0.00004913381,0.000002774081,0.115954116,0.000016373091,0.0010380473,0.36507475,0.4063587,0.06754616],"study_design_scores_gemma":[0.00033480406,0.00008909746,0.14047264,0.00006820408,0.000039889605,3.9313218e-7,0.44047073,0.00029800012,0.00019219023,0.074039266,0.34305057,0.00094421406],"about_ca_topic_score_codex":0.0023537173,"about_ca_topic_score_gemma":0.0011056244,"teacher_disagreement_score":0.44877118,"about_ca_system_score_codex":0.000030482735,"about_ca_system_score_gemma":0.0000240009,"threshold_uncertainty_score":0.99974877},"labels":[],"label_agreement":null},{"id":"W2182470728","doi":"","title":"ClaimsPro Offers Deepest Sympathies and Full Support to Lac Mégantic","year":2013,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Downtown; Liability; Subrogation; Tragedy (event); Business; Law; History; Political science; Sociology; Archaeology","score_opus":0.0111293722943551,"score_gpt":0.2663760551964408,"score_spread":0.2552466829020857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182470728","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":[0.6889069,0.000010086106,0.00010294637,0.00691901,0.00014184973,0.0003023204,2.4141292e-7,0.000065712105,0.3035509],"genre_scores_gemma":[0.9420496,0.000030005884,0.00027850224,0.001046485,0.000056995766,0.000018667179,5.238513e-7,0.000004264583,0.056514923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919915,0.000034313234,0.00009633852,0.00017415447,0.00022350308,0.0002725639],"domain_scores_gemma":[0.9996529,0.000031638774,0.000018683992,0.00010150791,0.00003582395,0.00015940606],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019913723,0.000069101625,0.000082447375,0.00006066888,0.00022976204,0.00021885723,0.0001835977,0.000034890407,0.0015636896],"category_scores_gemma":[0.000039800692,0.0000536811,0.000019681496,0.00017817963,0.00019544906,0.00031681295,0.00009021109,0.000034417277,0.0011155015],"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":[0.000019652802,0.0001726673,0.10233196,0.00010104089,0.000050630406,0.00002013834,0.075656235,0.000006733287,0.0020818806,0.5211123,0.20509489,0.09335186],"study_design_scores_gemma":[0.0007749387,0.00064124673,0.22102088,0.000077505,0.00007494895,0.0000030675587,0.21759966,0.00016738535,0.00041195052,0.028499639,0.5295021,0.0012266584],"about_ca_topic_score_codex":0.0016947264,"about_ca_topic_score_gemma":0.003121705,"teacher_disagreement_score":0.4926127,"about_ca_system_score_codex":0.000012187958,"about_ca_system_score_gemma":0.000022431108,"threshold_uncertainty_score":0.9996622},"labels":[],"label_agreement":null},{"id":"W2187070439","doi":"10.5539/jms.v5n4p76","title":"Taiwan Vulnerability Analysis: A Comparative Study with Japan, China, U.S.A., U.K., France, and the Netherlands","year":2015,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Pennsylvania","keywords":"China; Natural disaster; Geography; Vulnerability (computing); Damages; Preparedness; Population; Resilience (materials science); Emergency management; Disaster risk reduction; Economic growth; Political science; Development economics; Socioeconomics; Environmental planning; Demography; Sociology; Economics; Meteorology","score_opus":0.014498153906608333,"score_gpt":0.3095897246715184,"score_spread":0.29509157076491005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187070439","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":[0.97796285,0.0004926178,0.0010070134,0.0033364354,0.00006130455,0.0010404444,3.838579e-7,0.000011314966,0.016087642],"genre_scores_gemma":[0.9967091,0.000052116342,0.00007500326,0.000045393084,0.0000632211,0.000016340826,2.4779976e-7,0.0000031072166,0.0030354778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739164,0.0010511832,0.00037613267,0.00023421408,0.00069710315,0.00024970577],"domain_scores_gemma":[0.9987631,0.00011095126,0.00028696636,0.00024431688,0.00042430515,0.00017039618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068340115,0.00014298971,0.0004547607,0.00018044554,0.0004483417,0.00025922633,0.00032308756,0.000030297795,0.000013035144],"category_scores_gemma":[0.00013246408,0.00007547148,0.00008568395,0.0008585287,0.0012169348,0.00039908846,0.00014800706,0.00020261956,2.779982e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009868399,0.00037495376,0.8921205,0.000044544577,0.00080862583,0.000018913288,0.09542148,0.00053993205,5.255692e-9,0.005557923,0.00038582116,0.0037404518],"study_design_scores_gemma":[0.0025419667,0.00040179488,0.57402474,0.0000058070063,0.00072509085,6.7254683e-7,0.40901375,0.00024342554,4.4647873e-8,0.008012984,0.004936316,0.000093376686],"about_ca_topic_score_codex":0.00047141302,"about_ca_topic_score_gemma":0.0012715678,"teacher_disagreement_score":0.31809574,"about_ca_system_score_codex":0.00008786106,"about_ca_system_score_gemma":0.00010100368,"threshold_uncertainty_score":0.44838467},"labels":[],"label_agreement":null},{"id":"W2187376893","doi":"10.32920/ryerson.14656866","title":"Adaptive Planning and Climate Focused Evaluation in an Era of Evolving Local Governance","year":2021,"lang":"en","type":"preprint","venue":"","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":true,"ca_institutions":"Toronto Metropolitan University; Simon Fraser University","funders":"","keywords":"Adaptation (eye); Corporate governance; Agency (philosophy); Climate change; Climate change adaptation; Process (computing); Environmental resource management; Political science; Environmental planning; Process management; Business; Geography; Computer science; Psychology; Sociology; Economics","score_opus":0.050628304959664874,"score_gpt":0.34594342662764915,"score_spread":0.2953151216679843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187376893","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":[0.91147876,0.0013673422,0.0026718685,0.00017020134,0.00024943342,0.00046250675,0.0000033317106,0.000022407117,0.08357415],"genre_scores_gemma":[0.9982907,0.00019732739,0.0013191258,0.000022689981,0.0000368308,0.000017708844,0.0000066309367,0.0000049062987,0.000104069855],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984482,0.00027172832,0.00020653111,0.00032941572,0.000551023,0.00019309441],"domain_scores_gemma":[0.9994753,0.000056288627,0.00016397175,0.00014296029,0.00012035884,0.00004112698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011792288,0.000095599244,0.00018182278,0.000034612607,0.00008567539,0.00013073959,0.00020264763,0.000106493906,0.00018759965],"category_scores_gemma":[0.00008471781,0.00009338522,0.0000277852,0.00013574795,0.00018722999,0.00035431804,0.00036203774,0.00020595973,7.7337796e-7],"study_design_candidate":"observational","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":[0.000114022085,0.00028714698,0.2211319,0.0004092113,0.000064357526,0.000035662717,0.2021157,0.031135911,0.0001136914,0.026632763,0.00021782418,0.5177418],"study_design_scores_gemma":[0.000522963,0.000064167645,0.59354424,0.0015548234,0.00005349885,9.680415e-8,0.112374246,0.28932068,0.000049671915,0.0021178587,0.000050354065,0.00034740948],"about_ca_topic_score_codex":0.002982794,"about_ca_topic_score_gemma":0.016502317,"teacher_disagreement_score":0.5173944,"about_ca_system_score_codex":0.000108161774,"about_ca_system_score_gemma":0.00018733359,"threshold_uncertainty_score":0.92086804},"labels":[],"label_agreement":null},{"id":"W2187681088","doi":"","title":"Asset based community development, Community Organising and community resilience in the face of disaster: journeys to Nova Scotia, Chicago and New Orleans.","year":2010,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Face (sociological concept); Resilience (materials science); Asset (computer security); Community resilience; Community development; Sociology; Geography; Political science; Engineering; Computer security; Computer science; Ethnology; Social science; Law","score_opus":0.05424077184339499,"score_gpt":0.3259383573866161,"score_spread":0.2716975855432211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187681088","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":[0.9732339,0.000010717487,0.0012231453,0.0020249155,0.000090290334,0.00039674627,0.0000029175199,0.000029409664,0.022987979],"genre_scores_gemma":[0.9963744,0.0000064422393,0.0023137105,0.0009036854,0.000015801483,0.0000017060045,0.000004527785,0.000008523626,0.0003711786],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9946942,0.0040579243,0.00034103086,0.00012870187,0.00042717904,0.00035096894],"domain_scores_gemma":[0.997278,0.001624511,0.00012130799,0.00071658817,0.00005871052,0.0002008797],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0077544986,0.00017179539,0.00023574401,0.00013635414,0.0025110631,0.00030439076,0.0015553957,0.00009210261,0.00011234556],"category_scores_gemma":[0.0010136823,0.00012816275,0.000022424998,0.0007263366,0.0010072696,0.00038868203,0.0006657365,0.0019388101,0.000008656072],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041758904,0.0007900425,0.32536224,0.000107439184,0.000016069627,0.0000015324524,0.6475638,0.000017730456,0.003938278,0.0024902963,0.0014665241,0.01820429],"study_design_scores_gemma":[0.00044609106,0.00009977247,0.5944025,0.0000959189,0.000011464935,0.0000013841817,0.40155846,0.00003039927,0.00056458014,0.00059114286,0.0019789182,0.00021937519],"about_ca_topic_score_codex":0.08951667,"about_ca_topic_score_gemma":0.6661099,"teacher_disagreement_score":0.5765932,"about_ca_system_score_codex":0.000027039972,"about_ca_system_score_gemma":0.0001959234,"threshold_uncertainty_score":0.9987875},"labels":[],"label_agreement":null},{"id":"W2208747139","doi":"10.55016/ojs/sppp.v8i1.42500","title":"Shelter from the Storm: Weather-Induced Patterns in the Use of Emergency Shelters","year":2015,"lang":"en","type":"article","venue":"The School of Public Policy Publications","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":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Storm; Meteorology; Geography","score_opus":0.23496952616092293,"score_gpt":0.37759443412144705,"score_spread":0.14262490796052413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208747139","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":[0.73536295,0.00006156097,0.00026449587,0.23097041,0.0002617303,0.00066022243,0.000065030275,0.00003686541,0.03231671],"genre_scores_gemma":[0.9948682,0.00008120409,0.000041884035,0.0012384179,0.0003961037,0.000099519784,0.000014723358,0.000009652669,0.0032502832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972792,0.0009577538,0.00042634227,0.00019491572,0.00075398287,0.00038779326],"domain_scores_gemma":[0.9978992,0.00034648523,0.0002855831,0.0010438284,0.00026777314,0.00015716231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022847431,0.00012002916,0.00014098195,0.00021620255,0.00030802214,0.00029036557,0.0025519452,0.000060202638,0.00042052518],"category_scores_gemma":[0.0027494242,0.00006139681,0.00010688553,0.0017696305,0.0003290369,0.0011776087,0.00020440716,0.00020836058,0.0000595991],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008172876,0.00035821262,0.4147234,0.000006333081,0.000097703436,2.031898e-7,0.074815504,0.000025718611,0.0001101932,0.3253765,0.17733982,0.007138244],"study_design_scores_gemma":[0.00024753856,0.000025075095,0.71044964,0.000012196341,0.000028904742,1.7674493e-7,0.03479499,0.000049720074,0.000006909573,0.0077894386,0.24647033,0.00012507783],"about_ca_topic_score_codex":0.059786674,"about_ca_topic_score_gemma":0.022503473,"teacher_disagreement_score":0.31758708,"about_ca_system_score_codex":0.000090517686,"about_ca_system_score_gemma":0.0006127247,"threshold_uncertainty_score":0.9953333},"labels":[],"label_agreement":null},{"id":"W2209110784","doi":"","title":"Researching Resilience [Book Review]","year":2010,"lang":"en","type":"article","venue":"Aotearoa New Zealand Social Work","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Social work; Sociology; Project commissioning; Publishing; Criminology; Political science; Law; Materials science","score_opus":0.01751096449231188,"score_gpt":0.32612676777565847,"score_spread":0.3086158032833466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2209110784","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044557367,0.0055178315,0.00003140171,0.25610474,0.002182097,0.0012840993,0.0000032502,0.00042062043,0.6898986],"genre_scores_gemma":[0.019474365,0.0031308653,0.00021067457,0.0042577055,0.0017835761,0.000012871269,0.000003760808,0.000017370821,0.9711088],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778146,0.00024452532,0.00021948546,0.00032367348,0.0007939613,0.0006369222],"domain_scores_gemma":[0.99920464,0.00013945994,0.00008836391,0.00023801923,0.000055652712,0.0002738393],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012901409,0.00012890785,0.00020274159,0.00006320033,0.0015216606,0.00019886724,0.00072458165,0.00012566404,0.0022624296],"category_scores_gemma":[0.00041790731,0.0001164582,0.00010910311,0.00094102207,0.00048705155,0.00033204333,0.000136172,0.0005410051,0.000555434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011706944,0.000019283862,0.0015530481,0.000016809301,0.0000068892177,0.0000060719813,0.009167321,3.243425e-7,0.00004391706,0.004865707,0.9545026,0.029806342],"study_design_scores_gemma":[0.00013441159,0.00001120652,0.0069929888,0.00011830595,0.000012616869,2.1443896e-7,0.00043021288,6.3287615e-7,0.000004830062,0.0049281777,0.98720753,0.00015887318],"about_ca_topic_score_codex":0.0013090008,"about_ca_topic_score_gemma":0.0008749756,"teacher_disagreement_score":0.2812102,"about_ca_system_score_codex":0.000029023977,"about_ca_system_score_gemma":0.000227826,"threshold_uncertainty_score":0.9997782},"labels":[],"label_agreement":null},{"id":"W2209577584","doi":"10.1071/he11442","title":"A numbers game: lack of gendered data impedes prevention of disaster-related family violence","year":2011,"lang":"en","type":"article","venue":"Health Promotion Journal of Australia","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences North","funders":"","keywords":"Domestic violence; Government (linguistics); Context (archaeology); Psychological intervention; Public relations; Promotion (chess); Poison control; Suicide prevention; Medicine; Criminology; Political science; Psychology; Environmental health; Nursing; Geography; Law; Politics","score_opus":0.44498278343925096,"score_gpt":0.4757254023467373,"score_spread":0.030742618907486363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2209577584","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":[0.9958019,0.00013773897,0.0012487982,0.0004543861,0.00051504397,0.00035611843,0.000012844706,0.0000094298985,0.0014637429],"genre_scores_gemma":[0.9969887,0.0005726005,0.0011626539,0.000011866818,0.000048523812,9.800771e-7,0.000005676872,0.0000056702843,0.0012033405],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99763143,0.0004730842,0.0009450816,0.00015550875,0.00053186715,0.00026301216],"domain_scores_gemma":[0.99780506,0.000019974434,0.0015591796,0.00024792604,0.00020391455,0.00016396069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002170482,0.00009060646,0.00027536834,0.00012472029,0.00008626971,0.000015192079,0.0005984105,0.00007117984,0.00035238915],"category_scores_gemma":[0.000085081025,0.00007823416,0.00008097682,0.00031355335,0.0003036313,0.0007005802,0.000070293296,0.00014811546,0.000009001641],"study_design_candidate":"observational","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":[0.0011900419,0.010957096,0.24425438,0.0057626623,0.0010779474,0.00007461928,0.3992239,0.00013709339,0.0058824033,0.046126146,0.027962167,0.25735155],"study_design_scores_gemma":[0.0040355437,0.0061788005,0.83433855,0.0072276723,0.00032818536,0.000026906993,0.10681246,0.00014678517,0.00096101343,0.035901017,0.0033974156,0.00064563804],"about_ca_topic_score_codex":0.0009919072,"about_ca_topic_score_gemma":0.00024298618,"teacher_disagreement_score":0.5900842,"about_ca_system_score_codex":0.000046227804,"about_ca_system_score_gemma":0.0002750101,"threshold_uncertainty_score":0.3858414},"labels":[],"label_agreement":null},{"id":"W2215604619","doi":"","title":"Climate Change Adaptation Challenges Facing New Brunswick Coastal Communities: A Review of the Problems and a Synthesis of Solutions Suggested by Regional Adaptation Research","year":2015,"lang":"en","type":"review","venue":"Journal of New Brunswick Studies / Revue d’études sur le Nouveau-Brunswick","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Adaptation (eye); Flood myth; Climate change adaptation; Climate change; Focus group; Environmental planning; Politics; Environmental resource management; Political science; Public relations; Geography; Sociology; Psychology","score_opus":0.38233760652641546,"score_gpt":0.3913704214270575,"score_spread":0.009032814900642061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2215604619","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040249125,0.98690975,0.000032338296,0.007907626,0.00056544493,0.0027086649,0.000028892542,0.000034312234,0.0014104864],"genre_scores_gemma":[0.0019870342,0.99560165,0.00040588155,0.00009497679,0.000684466,0.00003893384,0.000021321383,0.00008803324,0.0010776693],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98919773,0.0036088426,0.0030380287,0.0005677418,0.0025068657,0.0010807781],"domain_scores_gemma":[0.988148,0.0027554901,0.004956707,0.0008058716,0.0028864702,0.00044746476],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009383434,0.00076197315,0.0036227698,0.0007370417,0.0012065612,0.00012723991,0.0018608046,0.00043507825,0.000013484095],"category_scores_gemma":[0.002161797,0.00057863694,0.00093743805,0.0017885044,0.0016453883,0.0010637766,0.0010057755,0.0013157415,0.000005967163],"study_design_candidate":"not_applicable","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":[0.000115154195,0.00094114215,0.0001446853,0.14478876,0.0019844742,0.000016713831,0.22918396,0.00006014268,0.0000015501395,0.021268526,0.024637371,0.5768575],"study_design_scores_gemma":[0.0006937623,0.00039796476,0.00015879206,0.18769571,0.0012543899,0.000050073206,0.12262116,0.00003118016,4.4083288e-7,0.00019950594,0.686404,0.0004930447],"about_ca_topic_score_codex":0.055682626,"about_ca_topic_score_gemma":0.32391393,"teacher_disagreement_score":0.6617666,"about_ca_system_score_codex":0.0005518857,"about_ca_system_score_gemma":0.015539754,"threshold_uncertainty_score":0.9996665},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.05228463657403203,"score_gpt":0.37931076504399935,"score_spread":0.3270261284699673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2216429376","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":[0.9309215,0.00030791116,0.0036719881,0.055278476,0.00070988893,0.00052517484,0.000015189737,0.000011634782,0.008558237],"genre_scores_gemma":[0.99648255,0.00014122333,0.0013554653,0.0009136248,0.0005288328,0.000022793449,0.0000024161948,0.000007203671,0.00054589764],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809647,0.0002601142,0.00043219887,0.00018425232,0.00080189033,0.00022507003],"domain_scores_gemma":[0.99894583,0.0003458874,0.00036365955,0.00014306673,0.00011275173,0.00008881128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016568309,0.000109998255,0.00013636988,0.00010880884,0.00017186934,0.0002061694,0.00090213894,0.000047687816,0.0000152121265],"category_scores_gemma":[0.0005714407,0.00007859052,0.00010153802,0.00008993984,0.00042447745,0.0010335394,0.00017024015,0.00013713074,0.0000054206125],"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":[0.0032271715,0.0015302144,0.15937695,0.00005564339,0.0006245191,0.0001319079,0.4444878,0.006426842,0.0006804497,0.12654983,0.036607333,0.22030133],"study_design_scores_gemma":[0.0032687348,0.0007746577,0.19569467,0.00012620166,0.00020253958,0.00018380125,0.2903849,0.00042370945,0.000018782624,0.09904669,0.40927687,0.0005984384],"about_ca_topic_score_codex":0.00007986781,"about_ca_topic_score_gemma":0.00011316959,"teacher_disagreement_score":0.37266955,"about_ca_system_score_codex":0.00020972843,"about_ca_system_score_gemma":0.00007639762,"threshold_uncertainty_score":0.32048282},"labels":[],"label_agreement":null},{"id":"W2219281257","doi":"10.1017/s1049023x0003199x","title":"An Adaptation of the PICE System as a Template for Disaster Planning: An Exercise in Facilitating Integrative Consultation","year":2000,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","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":"College of the Rockies","funders":"","keywords":"Adaptation (eye); Disaster response; Process management; Psychology; Medical emergency; Computer science; Emergency management; Medicine; Engineering; Political science; Neuroscience","score_opus":0.02151295847072944,"score_gpt":0.32009493095210956,"score_spread":0.29858197248138013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2219281257","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":[0.986421,0.00018057121,0.0008393639,0.00028397483,0.00013286072,0.00085876026,0.000009374532,0.000023986979,0.011250114],"genre_scores_gemma":[0.9980602,0.000013399923,0.00019432524,0.000041649604,0.000052511994,0.00006859198,0.000013074224,0.0000059674717,0.00155025],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988773,0.00014777506,0.000290516,0.00023730316,0.00026438644,0.00018272993],"domain_scores_gemma":[0.9994557,0.00016420876,0.000104323255,0.00012663736,0.00006450048,0.00008464703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000402305,0.00011666052,0.0001878655,0.00005312195,0.00019686547,0.00003834096,0.00018353753,0.000043933087,0.000043559612],"category_scores_gemma":[0.00011152505,0.00007042518,0.000024627687,0.00019570437,0.00045603135,0.0005956092,0.000016876655,0.00005911513,0.0000023440484],"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":[0.00023432587,0.00008094075,0.006442061,0.00016266045,0.0000077260065,0.0000012285929,0.9185944,0.00033681944,0.000098442426,0.003954121,0.000030220794,0.07005706],"study_design_scores_gemma":[0.0011535475,0.00047647444,0.015592353,0.0011700528,0.000037478563,5.754212e-7,0.97150505,0.008350281,0.0000129319305,0.0011739186,0.00040259978,0.00012471419],"about_ca_topic_score_codex":0.0015269838,"about_ca_topic_score_gemma":0.00064169744,"teacher_disagreement_score":0.06993235,"about_ca_system_score_codex":0.00002208767,"about_ca_system_score_gemma":0.000024134406,"threshold_uncertainty_score":0.28718555},"labels":[],"label_agreement":null},{"id":"W2219750714","doi":"10.5595/idrim.2015.0110","title":"Measuring Progress on Climate Change Adaptation: Lessons from the Community Well-Being Analogue","year":2015,"lang":"en","type":"article","venue":"IDRiM Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Resources Canada; Wilfrid Laurier University","keywords":"Adaptation (eye); Scale (ratio); Climate change; Psychological resilience; Mainstreaming; Environmental resource management; Resilience (materials science); Environmental planning; Process management; Political science; Business; Environmental science; Geography; Psychology; Ecology","score_opus":0.26860038558137744,"score_gpt":0.36485933282535793,"score_spread":0.09625894724398049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2219750714","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":[0.761369,0.00062189746,0.00026097096,0.02737925,0.0016500226,0.0003068884,0.000005181026,0.000076237295,0.20833054],"genre_scores_gemma":[0.998011,0.00020630418,0.00013493662,0.00047348993,0.0010132289,0.000007526854,0.0000024066187,0.0000065610407,0.00014455445],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980178,0.00084206765,0.0001498153,0.00008423922,0.00060961087,0.0002965058],"domain_scores_gemma":[0.9993117,0.00013447295,0.00013713697,0.00016633663,0.00009914683,0.00015123124],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021758266,0.00008100023,0.00009221813,0.000043409877,0.0020042555,0.00042482902,0.0006155319,0.000037043123,0.00004052486],"category_scores_gemma":[0.000101896505,0.000054386266,0.000051611358,0.00018393196,0.00022753791,0.00040493422,0.000104659994,0.00042872588,0.00008662147],"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":[0.00011425497,0.00033362355,0.08923731,0.000012308393,0.00010222135,0.000087646826,0.60639995,0.00030677964,0.000008650725,0.06545466,0.0069255745,0.23101698],"study_design_scores_gemma":[0.0015935508,0.00028026005,0.21270831,0.0007898093,0.00013602589,0.0000123965465,0.58544594,0.00096138124,0.000037964197,0.037110105,0.16036142,0.00056283234],"about_ca_topic_score_codex":0.0014594246,"about_ca_topic_score_gemma":0.00575488,"teacher_disagreement_score":0.23664199,"about_ca_system_score_codex":0.000075742384,"about_ca_system_score_gemma":0.00005257231,"threshold_uncertainty_score":0.999295},"labels":[],"label_agreement":null},{"id":"W2226076918","doi":"10.1007/978-3-540-71158-2_7","title":"Perspectives on Loss Estimation Models and Metrics","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Estimation; Computer science; Econometrics; Mathematics; Engineering; Systems engineering","score_opus":0.04561735773477785,"score_gpt":0.29604588027077583,"score_spread":0.250428522535998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226076918","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000093925766,0.000576137,0.0020131993,0.00041373106,0.00008345911,0.00018910618,0.0000017639803,0.000058593025,0.9965701],"genre_scores_gemma":[0.060327385,0.0073810173,0.00062035787,0.00007207733,0.00008652812,0.0000019027228,0.0000019758445,0.000010279503,0.93149847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991025,0.000011420441,0.00009128698,0.00025109787,0.00042155848,0.00012216167],"domain_scores_gemma":[0.99966574,0.000059007773,0.00006087757,0.00010706581,0.000050034152,0.000057262398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001113837,0.00011774458,0.00012220436,0.00019818895,0.00026463036,0.00007625582,0.0001372271,0.00012033508,0.0002371238],"category_scores_gemma":[0.000027102908,0.00009972817,0.000041880467,0.00005074882,0.0003888588,0.00020527678,0.000044039953,0.00009169954,0.00007616722],"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":[0.0000030770568,0.000008537318,0.0000020902278,0.0000053196627,0.000011600691,0.0000053963718,0.010284871,0.00012371165,2.0988908e-8,0.9741006,0.0036861815,0.011768628],"study_design_scores_gemma":[0.0004225553,0.00019367528,0.00006990001,0.00018585596,0.00010805393,0.0000022060844,0.022561148,0.009891188,0.000001342652,0.49096027,0.47454497,0.00105884],"about_ca_topic_score_codex":0.000098062934,"about_ca_topic_score_gemma":0.000068141984,"teacher_disagreement_score":0.4831403,"about_ca_system_score_codex":0.000060679096,"about_ca_system_score_gemma":0.00003272991,"threshold_uncertainty_score":0.40667966},"labels":[],"label_agreement":null},{"id":"W2227759199","doi":"10.1080/02732173.2015.1086287","title":"The experiential gap in disaster research: Feminist epistemology and the contribution of local affected researchers","year":2015,"lang":"en","type":"article","venue":"Sociological Spectrum","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"Division of Social and Economic Sciences","keywords":"Experiential learning; Sociology; Experiential knowledge; Epistemology; Psychology; Pedagogy; Philosophy","score_opus":0.1675568605348795,"score_gpt":0.4221739930992038,"score_spread":0.2546171325643243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2227759199","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":[0.8999683,0.00073335686,0.0001669644,0.027420945,0.00023438442,0.00069184694,0.0000012176397,0.000021189444,0.070761785],"genre_scores_gemma":[0.99860257,0.00013840102,0.000004393252,0.00006342455,0.00012575081,0.000047441034,0.0000015923565,0.0000027262142,0.0010136846],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99464035,0.0038547972,0.00020219326,0.00021051698,0.0005228901,0.0005692242],"domain_scores_gemma":[0.9979867,0.0016211983,0.00005834214,0.00015290674,0.00007159205,0.00010926969],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008790726,0.00006973592,0.00017266622,0.000035035453,0.0006592914,0.000081982704,0.00044699636,0.00013677169,0.000040695024],"category_scores_gemma":[0.0021790054,0.000033161283,0.000047938847,0.00032973272,0.016048457,0.000054513872,0.00029067698,0.00036449637,0.000015818367],"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":[0.0006210512,0.00005955275,0.007071098,0.000002837513,0.000011651697,0.000008482539,0.028796934,0.0000022129225,0.000018428771,0.9609049,0.0013796365,0.0011232031],"study_design_scores_gemma":[0.003235948,0.0005654486,0.031018961,0.00002446966,0.000008010151,0.0000015690244,0.4891807,0.00019860492,0.000054947883,0.44339794,0.032150444,0.00016294693],"about_ca_topic_score_codex":0.0009654526,"about_ca_topic_score_gemma":0.0025312272,"teacher_disagreement_score":0.51750696,"about_ca_system_score_codex":0.00012734786,"about_ca_system_score_gemma":0.00008903928,"threshold_uncertainty_score":0.9866293},"labels":[],"label_agreement":null},{"id":"W2234703840","doi":"10.4000/vertigo.16661","title":"L’utilisation du concept polysémique de résilience : une analyse empirique en zone côtière","year":2015,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Université de Versailles Saint-Quentin-en-Yvelines","keywords":"Political science; Humanities; Philosophy","score_opus":0.022606559648057287,"score_gpt":0.2926603543765017,"score_spread":0.2700537947284444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234703840","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":[0.8193496,0.0032620449,0.024298115,0.042452607,0.0023382702,0.0004875037,0.000013283907,0.00016327575,0.107635334],"genre_scores_gemma":[0.947153,0.00040865006,0.0008791168,0.0011031847,0.00074907736,0.000017274595,0.000009383426,0.000017816461,0.049662497],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713767,0.0007176438,0.0003631328,0.00047000914,0.00061140134,0.00070014014],"domain_scores_gemma":[0.9987195,0.00014068236,0.00015818472,0.00034103612,0.00016220401,0.0004784076],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008425724,0.0002458934,0.00027191688,0.000118304844,0.00030531603,0.0001713168,0.0006912833,0.00024863973,0.00041610937],"category_scores_gemma":[0.0003795845,0.00024537777,0.0001306533,0.0014072474,0.0011559146,0.0009098486,0.00016892579,0.00022603407,0.0004030393],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010130962,0.0006138475,0.26054794,0.00008577391,0.0001532706,0.00015764403,0.30176893,0.004483114,0.0010848729,0.2760337,0.11583434,0.039135255],"study_design_scores_gemma":[0.0014341234,0.00042496182,0.04711875,0.0002667368,0.00028548783,0.000012409295,0.12683135,0.014268721,0.0023163762,0.016170586,0.7898179,0.0010525608],"about_ca_topic_score_codex":0.009574585,"about_ca_topic_score_gemma":0.0067502433,"teacher_disagreement_score":0.6739836,"about_ca_system_score_codex":0.00045765997,"about_ca_system_score_gemma":0.0005428097,"threshold_uncertainty_score":0.9999998},"labels":[],"label_agreement":null},{"id":"W2236253123","doi":"","title":"Intervention en situation de désastre : connaître les conséquences de l'exposition aux catastrophes pour mieux intervenir","year":2006,"lang":"fr","type":"article","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministère de la Santé; Ministère de la Santé et des Services sociaux","keywords":"Humanities; Political science; Art","score_opus":0.01156341649725519,"score_gpt":0.22942563202552962,"score_spread":0.21786221552827442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236253123","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":[0.83126396,0.0025149905,0.026783366,0.021840908,0.00056724326,0.00041635107,0.00004856419,0.0001533157,0.11641128],"genre_scores_gemma":[0.9703751,0.00022876819,0.0006007955,0.00012713586,0.00043284544,0.0000027402561,0.00011324276,0.000018611167,0.028100733],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99756575,0.00073188817,0.00041278583,0.00043911248,0.0003555109,0.0004949821],"domain_scores_gemma":[0.9987406,0.00029733297,0.00042290738,0.00019308222,0.00019270745,0.00015338157],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005995294,0.00028667852,0.00025732673,0.00024106505,0.00092060014,0.00022038794,0.00041938006,0.0002706115,0.0146747315],"category_scores_gemma":[0.00005843102,0.0003453459,0.00027274215,0.0004367583,0.0012352362,0.0009419701,0.00013318696,0.0002321732,0.000117554475],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029365625,0.0011722944,0.23041221,0.0005513559,0.00038966537,0.00015683229,0.06875318,0.015768358,0.0024924092,0.13530289,0.19803472,0.34667245],"study_design_scores_gemma":[0.0062924265,0.0007398661,0.36206612,0.0030908212,0.001883107,0.00013990424,0.33550167,0.08439756,0.0017592123,0.012745359,0.18896459,0.0024193632],"about_ca_topic_score_codex":0.08073069,"about_ca_topic_score_gemma":0.077395454,"teacher_disagreement_score":0.34425306,"about_ca_system_score_codex":0.0011037074,"about_ca_system_score_gemma":0.00081059337,"threshold_uncertainty_score":0.99989986},"labels":[],"label_agreement":null},{"id":"W2236688290","doi":"10.4000/vertigo.16603","title":"Un cadre conceptuel pour explorer localement les facteurs de vulnérabilité et les options d’adaptation aux changements climatiques","year":2015,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Humanities; Political science; Geography; Art","score_opus":0.11670919430558312,"score_gpt":0.34444620198778664,"score_spread":0.2277370076822035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236688290","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":[0.8598105,0.008276828,0.04274872,0.04638237,0.0018751789,0.0010860068,0.0000613175,0.00022490909,0.03953419],"genre_scores_gemma":[0.96781105,0.0023647684,0.0042558066,0.0007922294,0.0002922281,0.00012192296,0.000038370734,0.000027369364,0.024296254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719584,0.0007775614,0.00036645753,0.00039649263,0.000657081,0.00060655194],"domain_scores_gemma":[0.99900603,0.0000806802,0.000159739,0.00023705034,0.00022044258,0.0002960412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008798436,0.00024454016,0.00021176774,0.00009364346,0.0004521024,0.00017998331,0.00041454608,0.00017068541,0.0008613902],"category_scores_gemma":[0.00018114678,0.00024034987,0.00010524322,0.0003363231,0.0006799464,0.00078833767,0.0001781533,0.00019514434,0.00026180432],"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":[0.00004986034,0.0008541568,0.08225861,0.00017024016,0.00016883007,0.00001954693,0.20799874,0.0025662808,0.00013734978,0.50352997,0.030850649,0.17139578],"study_design_scores_gemma":[0.0014917928,0.0004071735,0.032913182,0.00039099716,0.00023426965,0.0000014138731,0.44540924,0.0067117647,0.0005194853,0.027961036,0.48316643,0.0007932082],"about_ca_topic_score_codex":0.0030922669,"about_ca_topic_score_gemma":0.0024368109,"teacher_disagreement_score":0.47556892,"about_ca_system_score_codex":0.0003033317,"about_ca_system_score_gemma":0.00025263906,"threshold_uncertainty_score":0.98011833},"labels":[],"label_agreement":null},{"id":"W2239256911","doi":"10.4000/vertigo.16608","title":"Les défis des communautés côtières pour rehausser la résilience et leur capacité à faire face aux intempéries climatiques","year":2015,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.08070608639809973,"score_gpt":0.354653888959551,"score_spread":0.2739478025614513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2239256911","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":[0.6319626,0.0066166515,0.004605329,0.018297778,0.0010680631,0.00034469872,0.00002061098,0.00024374301,0.3368405],"genre_scores_gemma":[0.9317373,0.0012991029,0.0037054773,0.0006219643,0.00013981652,0.000023178854,0.000006212168,0.00003321278,0.06243371],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99610406,0.0014609206,0.000452752,0.00047502381,0.00074298173,0.00076426443],"domain_scores_gemma":[0.9983163,0.00042449386,0.00018093093,0.00048904645,0.00024714455,0.00034208072],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011564567,0.00037932576,0.0003807311,0.000118671065,0.00071998406,0.00054834393,0.0011870299,0.00026200694,0.00022386482],"category_scores_gemma":[0.0008916138,0.0003410949,0.0001611964,0.0006253588,0.0037733712,0.0017492302,0.0005190571,0.0004263263,0.00048049606],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004688245,0.0003088963,0.06456294,0.00023641209,0.000065871325,0.00003730912,0.22074792,0.00016690577,0.00021817053,0.63468224,0.060333446,0.018593006],"study_design_scores_gemma":[0.0007487911,0.0003995968,0.033286884,0.0012267651,0.00012691639,0.000013668074,0.30881968,0.0017523101,0.00081972295,0.10183755,0.54988307,0.0010850101],"about_ca_topic_score_codex":0.010855727,"about_ca_topic_score_gemma":0.016736114,"teacher_disagreement_score":0.53284466,"about_ca_system_score_codex":0.0002409097,"about_ca_system_score_gemma":0.00027976747,"threshold_uncertainty_score":0.9999041},"labels":[],"label_agreement":null},{"id":"W2247372846","doi":"10.1093/obo/9780199756223-0063","title":"The Politics of Natural Disasters","year":2013,"lang":"en","type":"article","venue":"Oxford Bibliographies Online Datasets","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Politics; Resilience (materials science); Work (physics); Disaster recovery; Government (linguistics); Political science; Corporate governance; Psychological resilience; Disaster research; Public administration; Sociology; Political economy; Law; Engineering; Geography; Economics; Management; Psychology","score_opus":0.012523126925369575,"score_gpt":0.29723201977765856,"score_spread":0.284708892852289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2247372846","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":[0.9662703,0.0021030756,0.000021208536,0.009554123,0.0013022785,0.0008907606,0.006337044,0.000114075134,0.013407115],"genre_scores_gemma":[0.9559175,0.035974357,0.0005796788,0.00058455893,0.00030709323,0.000027652019,0.004176698,0.00001584277,0.0024166424],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986368,0.00008385877,0.0002372123,0.00016389803,0.0004579594,0.00042029793],"domain_scores_gemma":[0.99912995,0.00017806882,0.000115956056,0.00039238232,0.000082862665,0.0001007647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023777499,0.00010915417,0.00011306283,0.0027072176,0.00067948794,0.0002629241,0.00088143884,0.00003680273,0.00007842124],"category_scores_gemma":[0.00009016633,0.00006852149,0.0000931057,0.010506994,0.0014216412,0.0006159771,0.0002039664,0.00009506046,0.000014714944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069771722,0.00012440915,0.011334623,0.000019974317,0.000049046055,0.0000012693594,0.00043853154,0.0000012364925,0.0000422953,0.013170297,0.9639257,0.0108855935],"study_design_scores_gemma":[0.00014995533,0.00002984967,0.02689376,0.000019118383,0.000020398265,2.718182e-7,0.014330251,0.000030450215,0.000013876042,0.0024829865,0.9559044,0.00012468017],"about_ca_topic_score_codex":0.002547113,"about_ca_topic_score_gemma":0.0053924625,"teacher_disagreement_score":0.033871282,"about_ca_system_score_codex":0.000003820199,"about_ca_system_score_gemma":0.000016772463,"threshold_uncertainty_score":0.5238096},"labels":[],"label_agreement":null},{"id":"W2254460360","doi":"10.1093/jlb/lsv036","title":"Consent in escrow: opting to opt in","year":2015,"lang":"en","type":"article","venue":"Journal of Law and the Biosciences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NeuroDevNet; University of British Columbia","funders":"Vancouver Coastal Health Research Institute; Simon Fraser University","keywords":"Escrow; Key escrow; Internet privacy; Opt-out; Informed consent; Computer science; Computer security; Medicine; Alternative medicine; World Wide Web; Pathology","score_opus":0.07172706155665368,"score_gpt":0.35617024406802705,"score_spread":0.28444318251137335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254460360","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":[0.8625116,0.00028073177,0.000021843847,0.0127399,0.0003819433,0.00008365021,9.7132315e-8,0.0000017630623,0.12397847],"genre_scores_gemma":[0.99866056,0.00009064069,0.00016726,0.0005881643,0.000062100014,5.5714963e-7,5.393557e-9,6.956721e-7,0.00043002632],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9991452,0.00014241783,0.000181696,0.00006212775,0.00032537736,0.00014319796],"domain_scores_gemma":[0.9996338,0.00012237049,0.00008625147,0.000033597054,0.00003368043,0.00009030532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036079604,0.000033912136,0.00009574597,0.00008324699,0.00011475586,0.00014135211,0.00030160486,0.000014129491,0.0000032809114],"category_scores_gemma":[0.0002730263,0.000018113502,0.000018059336,0.00030157957,0.0007347773,0.00025444615,0.000054390894,0.000056252517,0.0000018695071],"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":[0.00013270274,0.0000774043,0.027110673,0.000005782377,0.0000040111454,0.00003310372,0.086625755,0.00022169246,0.00012488484,0.87990606,0.0004962675,0.00526169],"study_design_scores_gemma":[0.007394725,0.00077643327,0.038277574,0.0007946656,0.000029677143,0.000036089095,0.4181008,0.0005277393,0.00026938372,0.17768225,0.35554248,0.0005681627],"about_ca_topic_score_codex":0.0018293544,"about_ca_topic_score_gemma":0.0072610774,"teacher_disagreement_score":0.7022238,"about_ca_system_score_codex":0.000021990576,"about_ca_system_score_gemma":0.00011013172,"threshold_uncertainty_score":0.40518516},"labels":[],"label_agreement":null},{"id":"W2257538570","doi":"","title":"Mapping for Emergency Situations: The Canadian Experience","year":2001,"lang":"en","type":"article","venue":"Australian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Project commissioning; Emergency response; Agency (philosophy); Emergency management; Preparedness; Natural disaster; Disaster response; Geomatics; Publishing; Vulnerability (computing); Disaster preparedness; Engineering; Environmental planning; Business; Geography; Computer security; Political science; Medical emergency; Computer science; Sociology; Cartography; Law; Social science","score_opus":0.10072281424366798,"score_gpt":0.3744270810972009,"score_spread":0.27370426685353294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257538570","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":[0.2771687,0.0010912133,0.012842451,0.134096,0.023358757,0.0036983863,0.000011237525,0.000078480836,0.5476548],"genre_scores_gemma":[0.8889407,0.0038683575,0.0007736737,0.00012419102,0.00060359685,0.000048476075,0.0000016770954,0.000011756262,0.1056276],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980032,0.00009732466,0.00061874994,0.00017031138,0.0005629837,0.00054742733],"domain_scores_gemma":[0.99895275,0.000017327371,0.00031112472,0.00022341862,0.00024250323,0.00025289075],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011568917,0.00013205635,0.00013236018,0.00027882704,0.001289915,0.000081494996,0.0009773502,0.000043907294,0.0030123387],"category_scores_gemma":[0.000087234635,0.00010165924,0.00019637891,0.00078649767,0.00010617929,0.0004695911,0.000040773313,0.000107537584,0.00004240386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042924483,0.00019832904,0.036432743,0.000101315156,0.0004933902,0.00013340812,0.08256302,0.0007978263,0.000063650856,0.14945145,0.6576815,0.072040446],"study_design_scores_gemma":[0.00014361602,0.000040679282,0.015096714,0.000031770116,0.000049574694,0.0000016476041,0.061576396,0.000014729289,0.000003867377,0.0100153955,0.91286635,0.00015923742],"about_ca_topic_score_codex":0.008759481,"about_ca_topic_score_gemma":0.12315124,"teacher_disagreement_score":0.611772,"about_ca_system_score_codex":0.00014106448,"about_ca_system_score_gemma":0.0000841001,"threshold_uncertainty_score":0.99789906},"labels":[],"label_agreement":null},{"id":"W2259644461","doi":"","title":"Natural disasters : editors comment","year":2010,"lang":"fr","type":"article","venue":"CME: Your SA Journal of CPD","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Event (particle physics); Natural (archaeology); History; Media studies; Geography; Archaeology; Sociology; Meteorology","score_opus":0.013970335247611822,"score_gpt":0.29845965251168993,"score_spread":0.2844893172640781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259644461","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":[0.6351302,0.0039181113,0.00023103961,0.13454717,0.19043379,0.00021131626,0.000007495807,0.000016795791,0.035504036],"genre_scores_gemma":[0.9414598,0.00039251574,0.0005443467,0.0012647933,0.021003263,9.652905e-7,0.0000010955787,0.000016566135,0.035316695],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975606,0.00018731823,0.0005699742,0.0001707225,0.00097212143,0.0005392136],"domain_scores_gemma":[0.99847895,0.00013676389,0.00060609035,0.0002004728,0.00021784757,0.00035984998],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010663474,0.00020948316,0.00031372477,0.00013569745,0.00035178114,0.00026237615,0.0009601262,0.00014963618,0.0010473797],"category_scores_gemma":[0.00016838,0.00016996905,0.00029178165,0.000359467,0.0009917194,0.00096620416,0.00014391508,0.00093665026,0.0001622302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008472981,0.00048466332,0.005917264,0.00007905991,0.00021520274,0.00017124883,0.032801934,0.000047947677,0.0012224067,0.018767096,0.8567301,0.08347835],"study_design_scores_gemma":[0.0005412776,0.00015328947,0.0042879637,0.00016781363,0.00012269575,0.000027701697,0.018330235,0.000045369106,0.000087227796,0.0012411904,0.9747685,0.00022668853],"about_ca_topic_score_codex":0.00011023862,"about_ca_topic_score_gemma":0.00022491308,"teacher_disagreement_score":0.30632952,"about_ca_system_score_codex":0.00009038444,"about_ca_system_score_gemma":0.00015592093,"threshold_uncertainty_score":0.9998658},"labels":[],"label_agreement":null},{"id":"W2261127938","doi":"10.1177/1086026616629794","title":"How Firm Responses to Natural Disasters Strengthen Community Resilience","year":2016,"lang":"en","type":"article","venue":"Organization & Environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":138,"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","funders":"","keywords":"Natural disaster; Community resilience; Resilience (materials science); Typology; Stakeholder; Public relations; Business; Stakeholder theory; Emergency management; Government (linguistics); Sociology; Economics; Political science; Economic growth; Engineering","score_opus":0.014541428860666039,"score_gpt":0.2371060874956956,"score_spread":0.22256465863502956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261127938","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":[0.97110796,0.000025684885,0.0063894647,0.019917583,0.00022224172,0.00030823163,0.000009797539,0.000078652956,0.0019403618],"genre_scores_gemma":[0.943551,0.00008658875,0.00026981358,0.00029948918,0.00005796376,0.0000065383897,0.0000057711327,0.000013036575,0.05570977],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859107,0.0003899,0.000114662056,0.00020804137,0.00043579369,0.00026051296],"domain_scores_gemma":[0.9992947,0.00014834823,0.000061485494,0.00034435393,0.000021415774,0.00012971109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003508585,0.000106266874,0.00008384969,0.00006028748,0.00069663674,0.00014269912,0.0004881521,0.000038348157,0.0004809186],"category_scores_gemma":[0.0005159345,0.000076905,0.000019669995,0.00028108794,0.0003024136,0.000395705,0.00023026373,0.000066291446,0.0003255081],"study_design_candidate":"observational","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":[0.00024239848,0.0011501054,0.37145713,0.000048727798,0.000107619846,0.00002155604,0.20368518,0.00038067784,0.105414264,0.050263405,0.042217925,0.22501099],"study_design_scores_gemma":[0.0005623025,0.0001517975,0.3284782,0.00007904182,0.0000286771,6.018448e-7,0.040575773,0.000010745671,0.004365907,0.00036191993,0.6248159,0.00056913495],"about_ca_topic_score_codex":0.0000741029,"about_ca_topic_score_gemma":0.00012376875,"teacher_disagreement_score":0.582598,"about_ca_system_score_codex":0.00019298166,"about_ca_system_score_gemma":0.000022746566,"threshold_uncertainty_score":0.5358037},"labels":[],"label_agreement":null},{"id":"W2261610790","doi":"10.1177/0042098015621846","title":"Book review: Building Resilience: Social Capital in Post-Disaster Recovery","year":2015,"lang":"en","type":"article","venue":"Urban Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Resilience (materials science); Social capital; Disaster recovery; Capital (architecture); Sociology; Business; Political science; History; Social science","score_opus":0.038047060111593804,"score_gpt":0.3492518153343742,"score_spread":0.3112047552227804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261610790","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.102238856,0.75021493,0.000010231297,0.01602367,0.0012668592,0.0006869229,0.0000046571463,0.00010813827,0.12944572],"genre_scores_gemma":[0.4208913,0.13154805,0.00035885247,0.052025452,0.0028254895,0.00024353943,0.000009085924,0.00006087711,0.39203733],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983107,0.0001921758,0.00026370483,0.00029034866,0.000523818,0.00041928346],"domain_scores_gemma":[0.99946713,0.00007880339,0.000092784336,0.00012468034,0.00015756224,0.00007902774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008853707,0.00013568948,0.0002809606,0.00009788234,0.00034034273,0.000060347626,0.00031635104,0.000046798345,0.000100766105],"category_scores_gemma":[0.0006321182,0.00011632028,0.000073286916,0.0003623236,0.0005220873,0.00058172474,0.00021706054,0.00010590174,0.00011314706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014463321,0.000030824616,0.0014223917,0.00007606196,0.000026632031,0.000013186753,0.072221234,0.0000017684807,0.000006444695,0.0015983401,0.92167336,0.0029152783],"study_design_scores_gemma":[0.00028720842,0.00007021502,0.0021487244,0.00039701656,0.0000342723,3.640612e-7,0.112803005,0.0000013044746,0.0000042280876,0.0011946842,0.88280416,0.0002548199],"about_ca_topic_score_codex":0.00016741353,"about_ca_topic_score_gemma":0.000733265,"teacher_disagreement_score":0.6186669,"about_ca_system_score_codex":0.0001817553,"about_ca_system_score_gemma":0.00009858436,"threshold_uncertainty_score":0.47434035},"labels":[],"label_agreement":null},{"id":"W2263269322","doi":"","title":"The 1973 St. John River Flood Response","year":2005,"lang":"en","type":"article","venue":"Library, Museums and Press - UDSpace (University of Delaware)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flooding (psychology); Flood myth; Geography; Field (mathematics); Emergency response; Archaeology; Psychology","score_opus":0.00955732038901048,"score_gpt":0.20884191786810988,"score_spread":0.1992845974790994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263269322","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":[0.7492206,0.0018153393,0.00043228915,0.05851669,0.0002965323,0.0004977196,0.000045843946,0.00021120562,0.18896374],"genre_scores_gemma":[0.8984368,0.003283605,0.0009032819,0.00016111128,0.000100754616,4.5374077e-7,0.0000039002016,0.000010671514,0.09709946],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988403,0.00027997288,0.000077464414,0.00022759104,0.00028899047,0.00028573396],"domain_scores_gemma":[0.9992802,0.00022124001,0.00009378516,0.00024007114,0.000023326082,0.00014134988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029008332,0.000104123035,0.000128244,0.000057731468,0.0011014414,0.00014440287,0.0006061404,0.00008156555,0.00026093965],"category_scores_gemma":[0.000019998099,0.00009317379,0.00007077604,0.00018882474,0.00087384944,0.0015687217,0.00031765926,0.00010453925,0.000017213408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002665299,0.0003524757,0.015374763,0.000100212994,0.0003357979,0.00008779278,0.215246,0.00032364705,0.00010504113,0.22308336,0.41802838,0.12429721],"study_design_scores_gemma":[0.00038146763,0.000049685917,0.014826423,0.00002344065,0.000031088686,3.934347e-7,0.020439098,0.00025564936,0.000012929809,0.0003138648,0.963528,0.00013797118],"about_ca_topic_score_codex":0.0014364682,"about_ca_topic_score_gemma":0.0022230032,"teacher_disagreement_score":0.54549956,"about_ca_system_score_codex":0.0000108149525,"about_ca_system_score_gemma":0.000061993655,"threshold_uncertainty_score":0.84715086},"labels":[],"label_agreement":null},{"id":"W2263659320","doi":"","title":"Ethics of Experimenting With People's Lives in Winter Backcountry","year":2010,"lang":"en","type":"article","venue":"2010 International Snow Science Workshop","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Damages; Accident (philosophy); Psychology; Recall; History; Political science; Law","score_opus":0.019694648489748293,"score_gpt":0.3430787874242952,"score_spread":0.3233841389345469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2263659320","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":[0.8234048,0.000011078629,0.00030407787,0.0033159074,0.0019970483,0.00013166608,9.548509e-7,0.000021711885,0.1708128],"genre_scores_gemma":[0.99166065,0.000020768712,0.0015618813,0.00016748978,0.00015901134,0.000009718113,0.0000010777945,0.0000053099207,0.0064141154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979576,0.000038930415,0.00020758269,0.00030476836,0.0011692857,0.0003218473],"domain_scores_gemma":[0.9990993,0.00024351255,0.00013211885,0.00018218317,0.0002602821,0.00008259322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017996591,0.0000901117,0.000101594924,0.00026128325,0.0002857287,0.00022475222,0.0012147955,0.00006805615,0.0007930779],"category_scores_gemma":[0.0008578005,0.0000735466,0.00003068436,0.0007791926,0.0018103011,0.0009447846,0.0001882305,0.00043214567,0.000028586386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108958244,0.000553116,0.40563324,0.000021774193,0.000033152333,0.000016150318,0.262929,0.0002853269,0.050554793,0.26647452,0.0014541305,0.011935843],"study_design_scores_gemma":[0.0020790028,0.00016198457,0.52930903,0.0012774707,0.000032110802,0.000013829507,0.37079388,0.004290493,0.014819545,0.005844573,0.069803864,0.0015741754],"about_ca_topic_score_codex":0.0005618431,"about_ca_topic_score_gemma":0.019885488,"teacher_disagreement_score":0.26062995,"about_ca_system_score_codex":0.000048490805,"about_ca_system_score_gemma":0.00028242555,"threshold_uncertainty_score":0.9979991},"labels":[],"label_agreement":null},{"id":"W2265521372","doi":"10.4000/vertigo.14347","title":"La résilience en action dans les territoires urbains","year":2013,"lang":"fr","type":"paratext","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.025341978207007333,"score_gpt":0.2994445660256519,"score_spread":0.27410258781864455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265521372","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.112956434,0.001253808,0.0024753285,0.0015242662,0.0046173627,0.0005237244,0.000018386841,0.00009111082,0.8765396],"genre_scores_gemma":[0.21649304,0.0028568907,0.00024777718,0.00012145622,0.0009884629,0.00007350716,0.000026570822,0.000030362295,0.77916193],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964659,0.0008642762,0.00041325905,0.00072434806,0.0007797556,0.00075242284],"domain_scores_gemma":[0.99873465,0.00028764605,0.00024632105,0.00042461057,0.00006908639,0.00023769465],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018204632,0.00044576803,0.00038214642,0.00015937773,0.0008886823,0.00042239006,0.0012599212,0.00064144697,0.0062611788],"category_scores_gemma":[0.000096423915,0.00040504642,0.00022398082,0.0005532363,0.0017720956,0.00076666666,0.0002871173,0.0005464094,0.012385084],"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":[0.0000132282275,0.00023788396,0.00896418,0.00026110577,0.000085109314,0.000020068448,0.038990315,0.00027360104,0.0009807308,0.027469937,0.84062535,0.0820785],"study_design_scores_gemma":[0.00014934449,0.00007397837,0.012915627,0.00030268484,0.00007565155,0.0000024984563,0.017038213,0.0005736903,0.0001283908,0.00046265818,0.96777964,0.00049763353],"about_ca_topic_score_codex":0.0074437954,"about_ca_topic_score_gemma":0.004702781,"teacher_disagreement_score":0.12715429,"about_ca_system_score_codex":0.000418478,"about_ca_system_score_gemma":0.00023402301,"threshold_uncertainty_score":0.99984014},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2271793439","doi":"","title":"Citizen participation in post-disaster flood hazard mitigation planning: Exploring strategic choices in Peterborough, Ontario","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Waterloo; Institute for Catastrophic Loss Reduction","keywords":"Flood myth; Environmental planning; Hazard; Strategic planning; Political science; Engineering; Business; Geography; Marketing; Archaeology","score_opus":0.04548737416238406,"score_gpt":0.2673642851636202,"score_spread":0.22187691100123613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271793439","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":[0.9803707,0.000042429834,6.7049336e-7,0.00020925376,0.0003333239,0.00037210787,0.000003943461,0.000033101456,0.018634466],"genre_scores_gemma":[0.83057135,0.000093461065,0.000084423096,0.000008324297,0.000038076087,0.0000035302742,0.00020631112,0.000011021708,0.16898347],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984115,0.00014944414,0.00020177414,0.00037981072,0.00046327888,0.0003942148],"domain_scores_gemma":[0.9994005,0.000035325746,0.0002348461,0.00015648786,0.0000910326,0.00008183188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002086073,0.00019541646,0.00030515253,0.00047784945,0.00024128048,0.00006256616,0.00037961119,0.00020311723,0.00020148925],"category_scores_gemma":[0.000013971136,0.00024101522,0.00008953945,0.00033979063,0.00014039448,0.001048546,0.00004035762,0.0002477874,0.000026981957],"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":[0.00015054955,0.00010443976,0.04514557,0.000099851335,0.0000263334,0.00008709495,0.95285994,0.00035761937,0.00023076724,0.00032683727,0.00004294485,0.0005680767],"study_design_scores_gemma":[0.00056934764,0.000071980394,0.33604023,0.00037858737,0.00003681102,1.3471073e-7,0.6621315,0.00005125007,0.000057571804,0.00018845755,0.0002228074,0.00025130497],"about_ca_topic_score_codex":0.47764644,"about_ca_topic_score_gemma":0.98754126,"teacher_disagreement_score":0.50989485,"about_ca_system_score_codex":0.00028848977,"about_ca_system_score_gemma":0.00024385545,"threshold_uncertainty_score":0.98283154},"labels":[],"label_agreement":null},{"id":"W2274296455","doi":"10.1177/0263774x15614675","title":"Lament for a network? Cities and networked climate governance in Canada","year":2015,"lang":"en","type":"article","venue":"Environment and Planning C Government and Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Corporate governance; Extant taxon; Political science; Coercion (linguistics); Collective action; Network governance; Service (business); Public relations; Public administration; Business; Politics; Law; Marketing","score_opus":0.017960818120245005,"score_gpt":0.24707047369503568,"score_spread":0.22910965557479068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274296455","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":[0.96978146,0.003024873,0.000033078482,0.0024665673,0.00016107157,0.00038155387,0.000033886958,0.000008861935,0.024108624],"genre_scores_gemma":[0.9922853,0.0035310409,0.00014426028,0.0004601507,0.00035265318,0.000024991334,0.0000033302247,0.0000065202526,0.0031917493],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989137,0.000044848064,0.00013093214,0.00018850592,0.00033309805,0.00038893614],"domain_scores_gemma":[0.99963456,0.00008625158,0.00007188641,0.000058481488,0.0000019058905,0.0001468962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003895838,0.00011098609,0.00013166507,0.0000097576285,0.00019705307,0.0000674999,0.00006861254,0.000030181376,0.000010356207],"category_scores_gemma":[0.000022159684,0.00010386511,0.000010148298,0.00004359187,0.00011644264,0.00011273074,0.000106605425,0.00004840976,5.1821024e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012461122,0.000017451945,0.9247858,0.000040159775,0.000021921089,0.000009948431,0.011415566,0.0014254921,0.0000023657865,0.029605376,0.016014207,0.016537134],"study_design_scores_gemma":[0.0013242199,0.000101613645,0.3082481,0.00011975446,0.000024345743,8.174514e-7,0.020077346,0.0019052019,0.0000026145788,0.0019302244,0.6659152,0.00035058171],"about_ca_topic_score_codex":0.1923553,"about_ca_topic_score_gemma":0.2177266,"teacher_disagreement_score":0.649901,"about_ca_system_score_codex":0.0003347021,"about_ca_system_score_gemma":0.00008365647,"threshold_uncertainty_score":0.81302285},"labels":[],"label_agreement":null},{"id":"W2281355170","doi":"10.20381/ruor-2981","title":"Individual Emergency Preparedness in Canada: Widening the Lens on the Social Environment","year":2013,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Coping (psychology); Perception; Psychology; Social environment; Social vulnerability; Social psychology; Social support; Applied psychology; Political science; Clinical psychology; Psychological resilience","score_opus":0.0712061113389368,"score_gpt":0.31578483449278316,"score_spread":0.24457872315384638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281355170","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":[0.7469414,0.000024955973,9.1860915e-7,0.0033038699,0.0002115106,0.0005935789,0.000013973596,0.000005291683,0.2489045],"genre_scores_gemma":[0.9109165,0.00034444346,0.0000040237683,0.00001387404,0.00006934017,0.000004556598,0.000037119564,0.000007865513,0.08860227],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99642366,0.0007207099,0.00012808049,0.00026869637,0.0019972574,0.00046156655],"domain_scores_gemma":[0.99927396,0.0002273953,0.00014209571,0.0002164441,0.00008661852,0.000053467014],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015104256,0.00010772015,0.00014723666,0.00017390138,0.0019048431,0.000043413453,0.0016767733,0.00010351483,0.0024422158],"category_scores_gemma":[0.00010148519,0.00008557558,0.00006827426,0.00043632177,0.00042047547,0.00018635813,0.00018556822,0.0005181109,0.000059917802],"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":[0.00003234852,0.000201175,0.024073064,0.00014667884,0.00022082323,0.00004849615,0.47667304,0.00009153092,0.000053281103,0.18836276,0.29080933,0.019287499],"study_design_scores_gemma":[0.00010184404,0.000024761332,0.22874926,0.000041168052,0.000017261531,1.772685e-8,0.679783,0.000021773936,0.0000038235225,0.00038903856,0.09074724,0.00012083638],"about_ca_topic_score_codex":0.74184674,"about_ca_topic_score_gemma":0.98698467,"teacher_disagreement_score":0.24513793,"about_ca_system_score_codex":0.00060554134,"about_ca_system_score_gemma":0.0011272689,"threshold_uncertainty_score":0.99939454},"labels":[],"label_agreement":null},{"id":"W2281388280","doi":"10.1080/09584935.2015.1090950","title":"The dialectical constitution of mobility and immobility: recovering from the Attabad Landslide disaster, Gojal, Gilgit-Baltistan, Pakistan","year":2015,"lang":"en","type":"article","venue":"Contemporary South Asia","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mobilities; Dialectic; Constitution; Landslide; Demobilization; Context (archaeology); Sociology; Argument (complex analysis); Geography; Development economics; Political science; Law; Politics; Social science; Geology; Epistemology; Archaeology; Economics; Medicine; Geomorphology","score_opus":0.06511555160103748,"score_gpt":0.3213381635999602,"score_spread":0.2562226119989227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281388280","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":[0.8431645,0.002810689,0.0010070014,0.0017177452,0.00094279577,0.0008066309,0.00008169881,0.00006718088,0.14940174],"genre_scores_gemma":[0.9987838,0.000033168948,0.000041128358,0.000060947063,0.00013697695,0.000017172475,0.000008566449,0.0000049907053,0.00091319584],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983009,0.00045042607,0.0003386907,0.00028879294,0.00038283577,0.00023837265],"domain_scores_gemma":[0.9986849,0.00054749276,0.00015604483,0.00037374464,0.00008493292,0.00015288664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015977416,0.00012374311,0.0001881161,0.0000152645,0.0005635433,0.00021834846,0.00036682645,0.00006374915,0.000014651976],"category_scores_gemma":[0.0006124778,0.00007419667,0.000061759514,0.00017911247,0.002031607,0.00030801183,0.00015376689,0.00013287274,0.0000121009525],"study_design_candidate":"observational","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":[0.00057834125,0.00014899252,0.84433776,0.000038286766,0.00010243703,0.000014128134,0.076351635,0.0000060464236,0.00005865873,0.057158038,0.006270597,0.014935091],"study_design_scores_gemma":[0.0016615482,0.0001877954,0.10222586,0.00013832576,0.00007088588,8.9251245e-7,0.30530187,0.00012851364,0.000050943636,0.0117928265,0.57801515,0.000425367],"about_ca_topic_score_codex":0.002703122,"about_ca_topic_score_gemma":0.002191256,"teacher_disagreement_score":0.74211186,"about_ca_system_score_codex":0.000054452066,"about_ca_system_score_gemma":0.00029408367,"threshold_uncertainty_score":0.7485541},"labels":[],"label_agreement":null},{"id":"W2281406314","doi":"","title":"Collaborative Disaster Training For Canadian Forces Bases And Civilian Partners","year":2013,"lang":"en","type":"article","venue":"Journal of military and strategic studies","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":true,"route_about_ca":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Training (meteorology); Preparedness; Emergency response; Resilience (materials science); Political science; Table (database); Emergency management; Style (visual arts); Disaster preparedness; Psychology; Public relations; Aeronautics; Computer science; Geography; Law; Engineering; Medicine; Medical emergency","score_opus":0.07110270257004765,"score_gpt":0.3446125084047601,"score_spread":0.27350980583471246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281406314","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":[0.9455793,0.018500753,0.000004676874,0.0045976127,0.00021288039,0.0002647273,0.0000070485553,0.0000037291102,0.030829307],"genre_scores_gemma":[0.9931201,0.0051046694,0.00028866422,0.000188255,0.00014550646,0.00001038374,3.3824003e-7,0.0000026364617,0.0011394529],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999297,0.00006855746,0.00019087689,0.00009610726,0.00012535445,0.00022208526],"domain_scores_gemma":[0.99933493,0.00021580461,0.0000646094,0.000031097432,0.0001836868,0.00016984851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000396593,0.00008354638,0.00019647401,0.00007586531,0.0005428541,0.00004044529,0.000075422,0.000026406991,0.000026709062],"category_scores_gemma":[0.000099737925,0.00005815219,0.0000333168,0.000094377116,0.00050054374,0.000420392,0.00001247183,0.00004925347,5.5122e-7],"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":[0.00014716988,0.000061477425,0.014461335,0.00030022787,0.0009467969,0.000048926555,0.8532658,0.000040963252,0.00006172551,0.06838013,0.031833634,0.030451797],"study_design_scores_gemma":[0.00027356588,0.00024052338,0.0036933937,0.00007378364,0.00004249487,0.0000019231104,0.95974034,0.000031783253,0.000001291987,0.02615768,0.009649099,0.00009412024],"about_ca_topic_score_codex":0.005178881,"about_ca_topic_score_gemma":0.16562167,"teacher_disagreement_score":0.16044278,"about_ca_system_score_codex":0.000021466456,"about_ca_system_score_gemma":0.0001487121,"threshold_uncertainty_score":0.84960353},"labels":[],"label_agreement":null},{"id":"W2282163588","doi":"10.1177/028072700101900203","title":"The Halifax Explosion and the Port Arthur Massacre: Testing Samuel Henry Prince's Ideas","year":2001,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"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":"Port (circuit theory); History; Gun control; Law; Criminology; Sociology; Political science; Engineering","score_opus":0.0264419336917007,"score_gpt":0.297357213865196,"score_spread":0.27091528017349525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282163588","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":[0.8768328,0.0017770346,0.0023202281,0.03879532,0.005123964,0.0002992394,0.000003763232,0.000030739542,0.07481695],"genre_scores_gemma":[0.9898696,0.0029905287,0.000217191,0.0003946545,0.0007261895,0.0000067634273,8.4386573e-7,0.000009866581,0.0057843383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975082,0.00023220477,0.0005318561,0.00014283549,0.0012998241,0.00028502522],"domain_scores_gemma":[0.9983812,0.00047481226,0.00049090973,0.00013260437,0.0004099992,0.00011049662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018678224,0.00012944746,0.00014816862,0.00008398676,0.0006467165,0.0003459642,0.001040353,0.000035625504,0.000086629014],"category_scores_gemma":[0.0008329804,0.00007188643,0.0001332723,0.00021091122,0.0008203084,0.00054840744,0.00016714964,0.00017488026,0.000012011628],"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":[0.0022190136,0.00033802076,0.28560808,0.000030359077,0.001524989,0.000484929,0.063282005,0.0015247882,0.0022144476,0.4244313,0.03184838,0.18649368],"study_design_scores_gemma":[0.0029825848,0.0001701203,0.038276356,0.0003231909,0.00019640019,0.0001452401,0.18857822,0.0011168462,0.00006730662,0.052387934,0.7152059,0.0005498808],"about_ca_topic_score_codex":0.00014981511,"about_ca_topic_score_gemma":0.0004104778,"teacher_disagreement_score":0.68335754,"about_ca_system_score_codex":0.00007570974,"about_ca_system_score_gemma":0.00009252838,"threshold_uncertainty_score":0.49740857},"labels":[],"label_agreement":null},{"id":"W2287921263","doi":"","title":"Counting on neighbours","year":2000,"lang":"en","type":"article","venue":"National emergency response","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Project commissioning; Publishing; Neighbourhood (mathematics); Natural disaster; Warning signs; Public relations; Political science; Environmental planning; Engineering; Geography; Transport engineering; Law; Meteorology","score_opus":0.02635319053405494,"score_gpt":0.35111218901135444,"score_spread":0.3247589984772995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287921263","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":[0.46019602,0.00002558571,0.000005469852,0.0029620505,0.00023671873,0.000071539485,0.0000028355475,0.000039601033,0.5364602],"genre_scores_gemma":[0.8159853,0.00010285587,0.000030634208,0.00029207292,0.00019602572,0.0000085328065,0.0000019448978,0.0000046387013,0.18337795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841994,0.00022334755,0.00013436947,0.00015628348,0.00086622214,0.0001998362],"domain_scores_gemma":[0.9996125,0.00013309253,0.000031296386,0.00006733141,0.0000977327,0.000058051322],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012550692,0.000060739276,0.000050639315,0.000089457106,0.00044666216,0.000029859617,0.00021086528,0.000038818936,0.025438203],"category_scores_gemma":[0.00048270746,0.000058714908,0.000046425335,0.0003557875,0.00007584979,0.00017832819,0.000009289945,0.000058988626,0.0014821531],"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":[0.003579404,0.00050198514,0.010065717,0.000011264836,0.000056373352,0.000018781162,0.014844309,0.0018358045,0.00068500213,0.59399265,0.26259497,0.111813724],"study_design_scores_gemma":[0.00013497655,0.00003366624,0.059586555,0.000007375647,0.0000033393392,1.476403e-7,0.0006400082,0.00012558715,0.000010578058,0.00487345,0.9344656,0.00011874323],"about_ca_topic_score_codex":0.000078475794,"about_ca_topic_score_gemma":0.00008761192,"teacher_disagreement_score":0.6718706,"about_ca_system_score_codex":0.00006656369,"about_ca_system_score_gemma":0.00012295388,"threshold_uncertainty_score":0.9992953},"labels":[],"label_agreement":null},{"id":"W2291443454","doi":"10.3917/riges.404.0046","title":"Qu’adviendra-t-il après la tempête ?","year":2016,"lang":"fr","type":"article","venue":"Gestion","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":true,"route_about_ca":false,"ca_institutions":"Montreal Police Service","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.028482604238553286,"score_gpt":0.2726342916364488,"score_spread":0.24415168739789553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291443454","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1811775,0.002797141,0.00532764,0.22965969,0.0070571643,0.0004425388,0.000022985136,0.00021917095,0.5732962],"genre_scores_gemma":[0.6451823,0.0014493584,0.00009757713,0.00010978074,0.00040105326,0.000007391899,0.0000010323562,0.0000070645156,0.35274443],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858105,0.00030687964,0.00015496915,0.0002598482,0.00033433785,0.0003629218],"domain_scores_gemma":[0.9994464,0.00015637641,0.00008105328,0.00016536686,0.000041215637,0.00010959437],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005931845,0.000113649214,0.0001001728,0.000051851574,0.00022834197,0.00008217453,0.00024101454,0.00014133181,0.00078158],"category_scores_gemma":[0.0001407705,0.00008225269,0.00006173607,0.00028321744,0.0006446352,0.0005757315,0.000069105066,0.000072624054,0.002506878],"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":[0.000006968965,0.000079775615,0.0022734557,0.000028949202,0.0000104921455,0.000010281214,0.0023126462,0.0000079930505,0.00038783517,0.2692098,0.025926737,0.69974506],"study_design_scores_gemma":[0.00020671322,0.0000567842,0.013017458,0.00029933476,0.000031199183,0.0000015488196,0.00092248863,0.000023731416,0.00004628497,0.0066631776,0.9785675,0.0001637891],"about_ca_topic_score_codex":0.00033746596,"about_ca_topic_score_gemma":0.00024825917,"teacher_disagreement_score":0.9526408,"about_ca_system_score_codex":0.000090406946,"about_ca_system_score_gemma":0.00004992638,"threshold_uncertainty_score":0.9982698},"labels":[],"label_agreement":null},{"id":"W2291495583","doi":"10.1522/030008072","title":"Consequences des inondations de juillet 1996 sur la sante psychologique et physique d'individus sinistres ages de 55 ans et plus vivant en milieu rural /","year":2007,"lang":"fr","type":"book","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.02920861217353445,"score_gpt":0.34828511481055735,"score_spread":0.3190765026370229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291495583","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16025314,0.0010608789,0.0036870434,0.006666542,0.00053565763,0.0008490698,0.00020597338,0.0002546027,0.8264871],"genre_scores_gemma":[0.48823228,0.013907168,0.005394959,0.004081495,0.0003308562,0.000076134624,0.00023623335,0.000056371144,0.4876845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936429,0.0027880566,0.0007275935,0.0007914645,0.00074215996,0.0013077956],"domain_scores_gemma":[0.99520224,0.0033692825,0.00044431593,0.0004563095,0.00015087039,0.0003769733],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035156745,0.00072397344,0.00070641405,0.00032139808,0.0009019405,0.00054937054,0.0015566405,0.0008900978,0.0009256357],"category_scores_gemma":[0.00063731987,0.0006386098,0.0003715108,0.00053293625,0.00876934,0.00082853663,0.0003171867,0.0009841941,0.00018420015],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009779634,0.0007262401,0.017514117,0.0004269024,0.0005111026,0.0007182035,0.07228627,0.0008448119,0.0010184111,0.80285066,0.05523437,0.047771096],"study_design_scores_gemma":[0.0013679889,0.00049990637,0.10977365,0.0023573,0.000472223,0.00013560553,0.05947668,0.00014535329,0.0006050494,0.05946668,0.76308405,0.0026155072],"about_ca_topic_score_codex":0.01506282,"about_ca_topic_score_gemma":0.12607819,"teacher_disagreement_score":0.743384,"about_ca_system_score_codex":0.00062582374,"about_ca_system_score_gemma":0.0023979112,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W2292993227","doi":"10.7202/1034778ar","title":"La mémoire du désordre : la temporalité dans le parler ordinaire et le discours des ONG lors de catastrophes naturelles au Guatemala","year":2016,"lang":"fr","type":"article","venue":"Politique et Sociétés","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":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03330208804091636,"score_gpt":0.37803196219058993,"score_spread":0.3447298741496736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292993227","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":[0.5068465,0.0016967116,0.0011650809,0.24318598,0.0007925857,0.0003470995,0.00011609788,0.00014498901,0.24570498],"genre_scores_gemma":[0.9594326,0.002961111,0.0003130543,0.00039947513,0.00041150456,0.00006288367,0.000017593497,0.00006403399,0.03633775],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9949585,0.0024355159,0.00039257915,0.00056717853,0.00047061787,0.0011756032],"domain_scores_gemma":[0.99820966,0.0007371376,0.00023366531,0.00036431826,0.000086979984,0.00036825225],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021208844,0.0004225906,0.0003998686,0.000082600935,0.00094250386,0.0002851931,0.00078829395,0.00044496573,0.00030713662],"category_scores_gemma":[0.00033254025,0.00033295222,0.00029987615,0.00031816438,0.0042545046,0.0013435677,0.00033329343,0.00042177326,0.000058905393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016371578,0.0003192263,0.048680123,0.00015290068,0.00011846967,0.00008798206,0.04216599,0.000023033412,0.0001738348,0.88943076,0.008402241,0.010429053],"study_design_scores_gemma":[0.0017842216,0.0001406533,0.16797398,0.002168068,0.00021289354,0.00003626409,0.4131776,0.000025644787,0.0009093324,0.23349193,0.1786953,0.0013840923],"about_ca_topic_score_codex":0.046534646,"about_ca_topic_score_gemma":0.02168679,"teacher_disagreement_score":0.65593886,"about_ca_system_score_codex":0.0005114879,"about_ca_system_score_gemma":0.0013962396,"threshold_uncertainty_score":0.99991226},"labels":[],"label_agreement":null},{"id":"W2297607658","doi":"","title":"Drought Preparedness and Response as if Development Matters: Case Studies from Kenya","year":2011,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Vulnerability (computing); Disaster risk reduction; Emergency management; Preparedness; Community resilience; Environmental planning; Government (linguistics); Psychological intervention; Resilience (materials science); Environmental resource management; Vulnerability assessment; Economic growth; Political science; Geography; Resource (disambiguation); Economics","score_opus":0.05849537456147766,"score_gpt":0.3160866471470439,"score_spread":0.25759127258556624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297607658","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":[0.99700874,0.0006644149,0.000023776167,0.00056276633,0.00021707526,0.00010086977,6.081931e-7,0.00001270951,0.0014090431],"genre_scores_gemma":[0.9947115,0.00046036352,0.0031966663,0.00031489285,0.000027617802,0.0000044012777,6.7568476e-7,0.0000050225594,0.0012788413],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982522,0.00077880936,0.00039466124,0.00006635165,0.0003057226,0.00020225554],"domain_scores_gemma":[0.9990745,0.00028608387,0.00022802857,0.0001118813,0.00014375006,0.00015575337],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019949765,0.0001311959,0.00022902855,0.000099829354,0.0014632044,0.00009694363,0.0002928972,0.000042334315,0.000060272625],"category_scores_gemma":[0.00011867884,0.00009829656,0.000026359074,0.00010800291,0.00032351364,0.00038331753,0.0003720934,0.00025198894,0.000007897441],"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":[0.00038293266,0.00014809209,0.0030330655,0.000023001914,0.00019610664,0.00032713547,0.93682027,1.8449009e-7,0.000028669068,0.000092226845,0.0005825443,0.05836579],"study_design_scores_gemma":[0.0004563148,0.00012367759,0.048403583,0.00027221366,0.00003484493,0.00022412236,0.91692024,4.4751522e-7,0.00021827177,0.0012019268,0.03193504,0.00020930555],"about_ca_topic_score_codex":0.0009206191,"about_ca_topic_score_gemma":0.001407359,"teacher_disagreement_score":0.058156483,"about_ca_system_score_codex":0.00013737849,"about_ca_system_score_gemma":0.0002619643,"threshold_uncertainty_score":0.99983674},"labels":[],"label_agreement":null},{"id":"W2298151869","doi":"10.24043/isj.252","title":"Participatory Action Research for Dealing with Disasters on Islands","year":2011,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Participatory action research; Citizen journalism; Action (physics); Context (archaeology); Disaster research; Action research; Sociology; Political science; Geography; Archaeology; Law","score_opus":0.6292809049224616,"score_gpt":0.5206022705987985,"score_spread":0.10867863432366309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298151869","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":[0.7578132,0.00046019495,0.0008990897,0.0010624906,0.00084308477,0.0003332114,0.0000019036905,0.000027034015,0.23855975],"genre_scores_gemma":[0.99476475,0.0007561944,0.00013358913,0.000056070727,0.0004033658,0.000020881265,1.6134761e-7,0.0000063921816,0.0038585754],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987982,0.00014943624,0.00012451033,0.0001237241,0.00042904654,0.00037507428],"domain_scores_gemma":[0.99945515,0.0001491941,0.00006248934,0.00007004878,0.00018565501,0.000077432924],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016191038,0.00006810739,0.00010712619,0.00007944713,0.0015682454,0.0000811315,0.00015058921,0.000024904617,0.00004869303],"category_scores_gemma":[0.00010672087,0.000042641208,0.00003817434,0.000097051656,0.00035051486,0.00017178718,0.000026669357,0.0001564416,0.000011737868],"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":[0.001933549,0.00031026328,0.06569115,0.00009627628,0.00071485754,0.000067784444,0.78836834,0.0000713211,0.00003728329,0.046384104,0.04460077,0.05172428],"study_design_scores_gemma":[0.002127771,0.0022256065,0.015914565,0.00041661263,0.0001230813,0.000008488229,0.746147,0.00006644842,0.00014642552,0.015296905,0.21711594,0.00041121413],"about_ca_topic_score_codex":0.00004690141,"about_ca_topic_score_gemma":0.0028395043,"teacher_disagreement_score":0.23695153,"about_ca_system_score_codex":0.00005448804,"about_ca_system_score_gemma":0.000035231904,"threshold_uncertainty_score":0.9997316},"labels":[],"label_agreement":null},{"id":"W2298178553","doi":"10.14288/1.0053713","title":"Echoes, transgressions, and transformations : identity reorientation and the discourse of disaster recovery","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Sociology; Epistemology; Linguistics; Social psychology; Psychology; Aesthetics; Philosophy","score_opus":0.005217047721781057,"score_gpt":0.21899585433093616,"score_spread":0.2137788066091551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298178553","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":[0.9916463,0.000057602734,0.00088547653,0.000540167,0.00012242998,0.00021443905,0.00003486934,0.0000097377215,0.0064890017],"genre_scores_gemma":[0.9983425,0.0006200244,0.0001083642,0.000012223237,0.000011025893,3.6138192e-7,0.000003098072,0.0000017908859,0.00090062263],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99947685,0.00007210763,0.000075262054,0.00010722918,0.00018190275,0.00008662273],"domain_scores_gemma":[0.99970615,0.000054163524,0.00006744556,0.00008245684,0.000044073422,0.00004569661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003561417,0.000018149776,0.000092221446,0.000021553959,0.00045001716,0.00009766852,0.0001532618,0.000039025676,0.00005750943],"category_scores_gemma":[0.000024963556,0.000038802464,0.000039034625,0.00013927507,0.001529378,0.0010345498,0.000031634285,0.00006851029,7.816645e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047244546,0.000087542656,0.02618207,0.00010505898,0.00003609985,0.0000049830705,0.04705532,0.0000020384105,0.00025023922,0.0027643824,0.0008659587,0.9225991],"study_design_scores_gemma":[0.0008148071,0.000014193018,0.9302916,0.000056189518,0.00004998825,0.0000014783801,0.063863955,0.00003683255,3.4958717e-7,0.004408132,0.00040374926,0.0000587044],"about_ca_topic_score_codex":0.057725422,"about_ca_topic_score_gemma":0.67936593,"teacher_disagreement_score":0.92254037,"about_ca_system_score_codex":0.000006212321,"about_ca_system_score_gemma":0.000028733004,"threshold_uncertainty_score":0.9485493},"labels":[],"label_agreement":null},{"id":"W2298631097","doi":"10.14288/1.0099665","title":"An integrated approach for community hazard, impact, risk and vulnerability analysis : HIRV","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vulnerability (computing); Hazard; Hazard analysis; Risk analysis (engineering); Vulnerability assessment; Computer science; Business; Computer security; Engineering; Psychological resilience; Psychology; Reliability engineering","score_opus":0.01378350588639051,"score_gpt":0.24662852407929114,"score_spread":0.23284501819290063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298631097","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":[0.97835785,0.000032487977,0.01674656,0.000041645908,0.000018274059,0.00032731885,0.00016365145,0.00007943511,0.0042327973],"genre_scores_gemma":[0.99760294,0.00006870847,0.0018172463,0.000019636458,0.000012742667,4.1405016e-7,0.000058627455,0.0000029464868,0.00041674185],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99868155,0.00053225574,0.00009260681,0.0002609226,0.00019802,0.00023467305],"domain_scores_gemma":[0.9991838,0.0000717291,0.00011222629,0.0002974193,0.00017097354,0.00016390534],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011676967,0.000040979085,0.0002567376,0.00007070292,0.0013488053,0.00023019376,0.00046636732,0.0000844453,0.000038155842],"category_scores_gemma":[0.000083886,0.00011324491,0.00016709896,0.0007617459,0.00063447,0.00053333724,0.000049136608,0.00016633357,5.849412e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027719874,0.0005446591,0.22296606,0.000022263068,0.0001631444,0.0000028309257,0.0056457617,0.00019647829,0.000012294448,0.000009608178,0.0011072914,0.7693019],"study_design_scores_gemma":[0.00038123093,0.00016228759,0.9597123,0.000007682042,0.00027510172,3.7155772e-7,0.03438292,0.0041194116,4.716092e-8,0.0006711117,0.00016105277,0.00012648085],"about_ca_topic_score_codex":0.48637205,"about_ca_topic_score_gemma":0.72565156,"teacher_disagreement_score":0.7691754,"about_ca_system_score_codex":0.00007178362,"about_ca_system_score_gemma":0.000057241356,"threshold_uncertainty_score":0.9999513},"labels":[],"label_agreement":null},{"id":"W2298946387","doi":"","title":"\"'We Have to Keep Moving': Transnational Witnessing in Dany Laferrière's The World is Moving Around Me\"","year":2015,"lang":"en","type":"book","venue":"Diva portal (Dalarna University Library)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Witness; Seriousness; Narrative; Identity (music); National identity; Media studies; Theme (computing); Sociology; Aesthetics; History; Law; Political science; Literature; Art","score_opus":0.018809870811225954,"score_gpt":0.23917117517040648,"score_spread":0.22036130435918053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298946387","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010113682,0.00017378005,0.00006591824,0.013294226,0.00039955197,0.0005593513,0.00004904568,0.00013673682,0.9752077],"genre_scores_gemma":[0.06953616,0.00004278951,0.00016811494,0.00060223095,0.0002919681,0.0000013916622,0.00010125173,0.00003748136,0.9292186],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972094,0.00016931277,0.00030544546,0.00061419717,0.0011473362,0.0005542989],"domain_scores_gemma":[0.9989094,0.00012697157,0.00023659407,0.00035587754,0.000059544614,0.0003115922],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003434511,0.00034769974,0.00037037375,0.00059781934,0.0007539058,0.00044066715,0.0016315111,0.00023008464,0.0009448049],"category_scores_gemma":[0.000019217807,0.0003352736,0.00018606253,0.00069709297,0.0005142032,0.0022665272,0.0005094706,0.0005112526,0.00005165656],"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":[0.00011884035,0.00018937603,0.01683746,0.00011671049,0.00019568675,0.0009648156,0.062513135,0.0002705585,0.000003719519,0.6079636,0.3062462,0.0045798877],"study_design_scores_gemma":[0.00033611062,0.000017507615,0.001984664,0.00020408086,0.00006205084,5.410446e-7,0.015075542,0.00007760167,0.000004451361,0.007181038,0.97455853,0.00049788324],"about_ca_topic_score_codex":0.00028352946,"about_ca_topic_score_gemma":0.00944141,"teacher_disagreement_score":0.6683123,"about_ca_system_score_codex":0.0002547849,"about_ca_system_score_gemma":0.0011693898,"threshold_uncertainty_score":0.99996847},"labels":[],"label_agreement":null},{"id":"W2300041411","doi":"","title":"Crossing borders: Warning centres, emergency warnings and evacuation, part III","year":2013,"lang":"en","type":"article","venue":"National emergency response","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Project commissioning; Warning system; Emergency response; Warning signs; Natural disaster; Political science; Medical emergency; History; Geography; Engineering; Law; Transport engineering; Medicine; Telecommunications; Meteorology","score_opus":0.022844118787454567,"score_gpt":0.3414089823122808,"score_spread":0.3185648635248262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300041411","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":[0.94939905,0.0007676247,0.0002375223,0.0077852914,0.0010395296,0.00044423356,0.0000046735117,0.00011850955,0.040203586],"genre_scores_gemma":[0.9214001,0.0006760402,0.00013974104,0.00009811286,0.0002885221,0.000042367938,0.00001332467,0.00001339447,0.077328354],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738806,0.0004416392,0.0004150194,0.00035237143,0.0009900922,0.00041283047],"domain_scores_gemma":[0.9988364,0.0001475956,0.00017769782,0.00011211581,0.00055781653,0.00016835377],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016880977,0.0001493119,0.00012583606,0.00019116004,0.0016661576,0.00018066782,0.00025687512,0.00008706028,0.01031593],"category_scores_gemma":[0.0019872715,0.00014771688,0.00006432969,0.00057466776,0.0002397964,0.0009640891,0.000085689964,0.00012401487,0.00028543253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007180254,0.00035982887,0.13535242,0.000069299,0.00016033264,0.000007357737,0.1435329,0.000317503,0.0046430393,0.034203924,0.63271505,0.047920328],"study_design_scores_gemma":[0.00042744193,0.000038473,0.1953295,0.00002869907,0.000018779096,6.6003406e-7,0.0076896623,0.0013332507,0.00002218115,0.0078108716,0.78694016,0.00036031558],"about_ca_topic_score_codex":0.0009961461,"about_ca_topic_score_gemma":0.00028392771,"teacher_disagreement_score":0.15422513,"about_ca_system_score_codex":0.00008497554,"about_ca_system_score_gemma":0.00033212698,"threshold_uncertainty_score":0.99963355},"labels":[],"label_agreement":null},{"id":"W2301237318","doi":"10.14288/1.0102557","title":"Shaping a Disaster- Resilient Region: The Role of Land Use Planning in Mitigating Seismic Risk in Metro Vancouver, 2041","year":2016,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Land use; Environmental planning; Seismic risk; Land-use planning; Earthquake scenario; Forensic engineering; Risk analysis (engineering); Geography; Civil engineering; Seismic hazard; Business; Engineering","score_opus":0.014993241335184865,"score_gpt":0.208757049038742,"score_spread":0.19376380770355714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301237318","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":[0.9946557,0.0001551966,0.00014582879,0.00008348526,0.000107538785,0.00021261613,0.000014066738,0.00001588797,0.0046096616],"genre_scores_gemma":[0.9988957,0.000136636,0.00006631453,0.000015350417,0.000021427684,5.6874313e-7,5.233274e-7,0.0000048538586,0.0008586315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988335,0.000225964,0.00014825248,0.00024599425,0.00028533975,0.00026097248],"domain_scores_gemma":[0.99931693,0.00021526932,0.00019252817,0.00016853999,0.000056362453,0.000050384322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048322754,0.000035583944,0.00017258436,0.000073435884,0.00024001335,0.000062825646,0.00039126878,0.000056050292,0.000018646999],"category_scores_gemma":[0.00018866351,0.000070049675,0.00006106948,0.00043714297,0.00048603563,0.00046091605,0.00015414697,0.000091370435,0.0000018128239],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011103452,0.000040686737,0.8413109,0.000013607814,0.000008503239,0.000038883612,0.005121195,0.00008317377,0.000018528875,0.000006570926,0.0006015848,0.15274525],"study_design_scores_gemma":[0.00060085655,0.000022605615,0.913703,0.00066678453,0.000011703937,2.6774566e-7,0.08263765,0.0003738759,5.917479e-7,0.0007321578,0.0011564643,0.00009399659],"about_ca_topic_score_codex":0.33063078,"about_ca_topic_score_gemma":0.91769475,"teacher_disagreement_score":0.58706397,"about_ca_system_score_codex":0.00008884025,"about_ca_system_score_gemma":0.000047678823,"threshold_uncertainty_score":0.67382663},"labels":[],"label_agreement":null},{"id":"W2306104159","doi":"10.14288/1.0072230","title":"Post-disaster community recovery : linking environmental and economic recovery","year":2011,"lang":"en","type":"article","venue":"Open Collections","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"University of British Columbia","funders":"","keywords":"Disaster recovery; Economic recovery; Environmental planning; Environmental resource management; Business; Natural resource economics; Environmental science; Political science; Economics","score_opus":0.03472908375428277,"score_gpt":0.26059289131711055,"score_spread":0.22586380756282778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2306104159","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19252911,0.000014865778,0.000025969091,0.00008694155,0.00036597808,0.00030975524,0.000020655301,0.000018879344,0.80662787],"genre_scores_gemma":[0.5529674,0.00020021053,0.000374012,0.0002428244,0.000062448686,0.00003693868,0.0000072414173,0.000008902039,0.44609997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925697,0.00024028521,0.000118950375,0.00014345009,0.00006698752,0.0001733812],"domain_scores_gemma":[0.99962294,0.000077179684,0.00005326019,0.00017209625,0.0000057842253,0.000068736794],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041160054,0.00007129185,0.000090708745,0.000045319863,0.0047845887,0.00086431083,0.00038322326,0.00004707827,0.0031781772],"category_scores_gemma":[0.000014659876,0.00007478416,0.000034675613,0.000094653886,0.00021920343,0.00078101223,0.00038344134,0.00012734416,0.00008832765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010418815,0.0027787692,0.03547037,0.00007214633,0.00075219775,0.000025683084,0.3910149,0.00008538407,0.00079313107,0.008970646,0.40704167,0.15195322],"study_design_scores_gemma":[0.0016966487,0.0011523861,0.052518856,0.00011956101,0.00017313541,0.0000131219385,0.36522034,0.00008382983,0.00016139353,0.045883883,0.53177565,0.0012011919],"about_ca_topic_score_codex":0.059324276,"about_ca_topic_score_gemma":0.07485299,"teacher_disagreement_score":0.36052787,"about_ca_system_score_codex":0.00012233524,"about_ca_system_score_gemma":0.000062663064,"threshold_uncertainty_score":0.99773306},"labels":[],"label_agreement":null},{"id":"W2306962617","doi":"10.64628/aa.j7xj6d4f3","title":"Properties under fire: why so many Australians are inadequately insured against disaster","year":2015,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Property insurance; Geography; Business; Socioeconomics; Actuarial science; Demographic economics; Insurance policy; Casualty insurance; Economics; Archaeology","score_opus":0.11332886717679386,"score_gpt":0.31803867306328776,"score_spread":0.2047098058864939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2306962617","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":[0.58410555,0.0005926101,0.00040815014,0.021877106,0.0028031806,0.0016329634,0.000026743768,0.0005383283,0.3880154],"genre_scores_gemma":[0.81027853,0.00020542726,0.00008344724,0.0015241483,0.00038566967,0.00006969777,0.00002055008,0.000029367473,0.18740313],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968535,0.00030279762,0.00040896804,0.00071256945,0.0010222982,0.00069990166],"domain_scores_gemma":[0.99865186,0.000022110928,0.00025956653,0.0005848002,0.00019725754,0.0002843787],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006453187,0.00039801624,0.00042208654,0.0001067722,0.0004917711,0.0011750273,0.0012481922,0.00043674186,0.0003826018],"category_scores_gemma":[0.00008754681,0.00030290007,0.00017018926,0.00024002769,0.0009897582,0.0003960859,0.0010841866,0.00047842675,0.00040866653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015194819,0.00090354506,0.012472778,0.0011567471,0.0005465138,0.00012446761,0.14672486,0.0049604643,0.000077389275,0.027520325,0.77956456,0.025796395],"study_design_scores_gemma":[0.00087465614,0.00008963256,0.0091359215,0.0012436184,0.00019147835,6.685889e-7,0.22919986,0.000872239,0.00005511115,0.01765185,0.73834646,0.0023385216],"about_ca_topic_score_codex":0.0050038346,"about_ca_topic_score_gemma":0.011465279,"teacher_disagreement_score":0.22617304,"about_ca_system_score_codex":0.00024708448,"about_ca_system_score_gemma":0.00041774838,"threshold_uncertainty_score":0.9999423},"labels":[],"label_agreement":null},{"id":"W2307084838","doi":"10.5539/ibr.v9n6p10","title":"The Role of Work Teams’ Empowerment in Crisis Management: A Case Study of Jordanian Electricity Distribution Company- Karak Governorate","year":2016,"lang":"en","type":"article","venue":"International Business Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Empowerment; Work (physics); Incentive; Distribution (mathematics); Business; Population; Perception; Business administration; Operations management; Marketing; Psychology; Economic growth; Engineering; Economics; Medicine; Environmental health; Mathematics","score_opus":0.026263951935273543,"score_gpt":0.36454582800480556,"score_spread":0.33828187606953203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2307084838","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":[0.9828529,0.000052154868,0.00014731508,0.0020807083,0.00013813049,0.0005280706,0.000011896131,0.000007953359,0.014180897],"genre_scores_gemma":[0.9978672,0.00018729856,0.0000067033743,0.0000036298436,0.000039455197,0.000048756247,0.000002295776,0.000004306889,0.0018403275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743634,0.000352504,0.00029997696,0.0002084317,0.001405202,0.0002975627],"domain_scores_gemma":[0.9987379,0.00026528444,0.000114479,0.00019316358,0.0006510181,0.000038157235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017182912,0.00006861284,0.0001051626,0.00018700218,0.00026320643,0.00008895348,0.0007116989,0.000026653002,0.000052898733],"category_scores_gemma":[0.00021412886,0.000043085565,0.000027133585,0.0015674566,0.00028997284,0.00025942156,0.00029270485,0.000086731554,0.00001257255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009840535,0.0042314366,0.736968,0.000052157775,0.0003162677,0.00060243957,0.015880305,0.00012517921,0.0005148109,0.066065684,0.0041470025,0.17011267],"study_design_scores_gemma":[0.0017394946,0.00014610768,0.76437914,0.00021042737,0.000017329277,0.000004127451,0.18244743,0.00007722275,0.00022218554,0.007576217,0.042983543,0.00019675816],"about_ca_topic_score_codex":0.0114107225,"about_ca_topic_score_gemma":0.007520848,"teacher_disagreement_score":0.1699159,"about_ca_system_score_codex":0.0002906763,"about_ca_system_score_gemma":0.00006034496,"threshold_uncertainty_score":0.9951724},"labels":[],"label_agreement":null},{"id":"W2307517652","doi":"10.5751/es-03074-140233","title":"Resilience to Surprises through Communicative Planning","year":2009,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Environmental resource management; Environmental planning; Geography; Psychology; Environmental science","score_opus":0.028297744773627977,"score_gpt":0.34660360052205874,"score_spread":0.3183058557484308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2307517652","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":[0.7142352,0.0002517936,0.00039950726,0.009420351,0.00012694504,0.00019637322,7.545718e-7,0.00006251418,0.27530658],"genre_scores_gemma":[0.98796743,0.00026885114,0.0024620583,0.005051193,0.00004499826,0.0000051656207,6.643432e-7,0.0000016058142,0.0041980525],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993224,0.00011323624,0.00008057231,0.00015471714,0.000093398194,0.0002356536],"domain_scores_gemma":[0.99961096,0.00015742156,0.00003123727,0.00011930164,0.000023191928,0.000057868052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003742621,0.000056626515,0.00009395411,0.000009018005,0.0009302996,0.000037686128,0.00026626812,0.000072932016,0.00004628571],"category_scores_gemma":[0.00007057739,0.000052098916,0.000035025354,0.00015724343,0.00043467426,0.0001788608,0.00007912933,0.00009730176,0.00002004636],"study_design_candidate":"observational","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":[0.000019869025,0.00012600778,0.087219715,0.0000066653133,0.00003116709,0.000006146794,0.63167447,0.00009483592,0.000120252844,0.1809084,0.09386123,0.0059312447],"study_design_scores_gemma":[0.00019143739,0.00015464095,0.6987257,0.000017686081,0.000011560949,3.9642734e-7,0.11590711,0.000022080128,0.000024291265,0.016064432,0.16870454,0.00017615236],"about_ca_topic_score_codex":0.00006860942,"about_ca_topic_score_gemma":0.00013587493,"teacher_disagreement_score":0.611506,"about_ca_system_score_codex":0.000022755958,"about_ca_system_score_gemma":0.0000307458,"threshold_uncertainty_score":0.7155206},"labels":[],"label_agreement":null},{"id":"W2308779527","doi":"","title":"Sometimes It's a Big Ask, but Sometimes It's a Big Outcome: Community Participation in Flood Mitigation","year":2005,"lang":"en","type":"article","venue":"Australian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Project commissioning; Government (linguistics); Statutory law; Publishing; Equity (law); Public relations; Hazard; Flood mitigation; Flood myth; Public administration; Political science; Sociology; Law; Geography","score_opus":0.10219742793507969,"score_gpt":0.3913294281062365,"score_spread":0.2891320001711568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308779527","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":[0.9335171,0.00011410571,0.00034602458,0.023900364,0.002207548,0.0005451541,0.000003758154,0.00003277017,0.03933315],"genre_scores_gemma":[0.9591257,0.0007799197,0.00081692066,0.00023794484,0.00050782214,0.000021996984,0.0000047185335,0.00001547763,0.03848948],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99614066,0.0007900943,0.0013086053,0.0002115225,0.0009383189,0.0006108063],"domain_scores_gemma":[0.99862456,0.00006003362,0.0006103801,0.00032141985,0.00016014204,0.00022344389],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030212475,0.00023498638,0.00034007774,0.0006814796,0.00048325438,0.00012956551,0.0008541266,0.00009019685,0.0009929474],"category_scores_gemma":[0.00017334509,0.00022026229,0.00022904386,0.0010634797,0.00016210819,0.0008202848,0.00014019359,0.00040196517,0.00018283885],"study_design_candidate":"observational","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":[0.0002783165,0.0054384754,0.37048405,0.0006928986,0.0012289237,0.00020428789,0.0946289,0.010900318,0.0005271201,0.012986469,0.20776734,0.2948629],"study_design_scores_gemma":[0.002976937,0.00059954694,0.38406885,0.00053188636,0.0006837137,0.0000029208666,0.17127872,0.0002886946,0.0005018675,0.005161036,0.4328024,0.0011034167],"about_ca_topic_score_codex":0.00060592755,"about_ca_topic_score_gemma":0.005743354,"teacher_disagreement_score":0.2937595,"about_ca_system_score_codex":0.0001840757,"about_ca_system_score_gemma":0.00005200851,"threshold_uncertainty_score":0.9999203},"labels":[],"label_agreement":null},{"id":"W2311978616","doi":"","title":"Resilient Small Rural Towns and Community Shocks","year":2013,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Shock (circulatory); Social capital; Preparedness; Demographic economics; Capitalism; Socioeconomics; Economic growth; Development economics; Sociology; Geography; Economics; Political science; Social science; Politics; Management","score_opus":0.02935203649294981,"score_gpt":0.2664648193756779,"score_spread":0.23711278288272808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2311978616","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":[0.9851885,0.00026482446,0.00003815437,0.001711219,0.00015253025,0.00015211267,3.7729612e-7,0.000013526646,0.0124787865],"genre_scores_gemma":[0.9958269,0.00051805243,0.0006743176,0.000253908,0.000040641688,0.00000399397,0.0000015074933,0.0000045219385,0.0026761738],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99769497,0.0013352347,0.00036475447,0.00003350173,0.00031047876,0.0002610448],"domain_scores_gemma":[0.99896055,0.0002877196,0.00019837591,0.00015933311,0.00017026771,0.00022377203],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020777592,0.00012471621,0.00021053408,0.00009879239,0.002731212,0.00025276988,0.0005458392,0.000056551733,0.000100130696],"category_scores_gemma":[0.00011275833,0.00009275701,0.000040746676,0.00012903553,0.0003659653,0.0003972018,0.00044129585,0.0009674803,0.000009444904],"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":[0.000072511335,0.0007747776,0.06764303,0.00010302911,0.0001463298,0.000005823581,0.40943635,0.000006246266,0.00037850923,0.0014148322,0.0038771133,0.5161415],"study_design_scores_gemma":[0.0004365051,0.00021338809,0.46647725,0.0001994398,0.0000185296,0.000014903351,0.5106271,0.000005098839,0.00006448514,0.0025351713,0.019215759,0.00019239365],"about_ca_topic_score_codex":0.0043741385,"about_ca_topic_score_gemma":0.0035153406,"teacher_disagreement_score":0.5159491,"about_ca_system_score_codex":0.00007247979,"about_ca_system_score_gemma":0.00009928617,"threshold_uncertainty_score":0.9985671},"labels":[],"label_agreement":null},{"id":"W2312714779","doi":"10.1371/currents.dis.11381147bd5e89e38e78434a732f17db","title":"The EnRiCH Community Resilience Framework for High-Risk Populations","year":2014,"lang":"en","type":"article","venue":"PLoS Currents","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Community resilience; Asset (computer security); Promotion (chess); Knowledge management; Resilience (materials science); Empowerment; Process management; Environmental resource management; Business; Resource (disambiguation); Public relations; Computer science; Political science; Economic growth; Computer security; Economics","score_opus":0.06428532738032253,"score_gpt":0.35676380726565077,"score_spread":0.29247847988532827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312714779","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":[0.94333005,0.0001240307,0.03073688,0.0019981056,0.0023438025,0.0008951196,0.000017885504,0.00015356539,0.02040055],"genre_scores_gemma":[0.996848,0.0000831611,0.0013951444,0.000073403484,0.00021962926,0.00005966667,0.00000613557,0.0000064206406,0.0013084383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984706,0.0005755645,0.0001499023,0.00013175323,0.0003600727,0.000312092],"domain_scores_gemma":[0.9983789,0.0009787943,0.00011380613,0.00036139725,0.00007341455,0.00009371431],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00094659446,0.0000778287,0.00008377044,0.00002861087,0.0039303023,0.00018089733,0.00080082467,0.000050620125,0.000025852458],"category_scores_gemma":[0.0033992939,0.000056082954,0.00004287088,0.0002489503,0.00030370697,0.00016800153,0.00011116833,0.00024047242,0.000058770547],"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":[0.000010682421,0.0001978911,0.08031202,0.000016695947,0.00001333803,3.5020744e-8,0.0063680448,0.00003551044,0.0000032081823,0.83388895,0.0039191484,0.075234495],"study_design_scores_gemma":[0.00030333726,0.00009238329,0.12089565,0.00011613193,0.00007411445,2.560755e-8,0.007532128,0.0013049914,0.000020970261,0.79210615,0.07729231,0.00026181023],"about_ca_topic_score_codex":0.0006471009,"about_ca_topic_score_gemma":0.0015812229,"teacher_disagreement_score":0.07497269,"about_ca_system_score_codex":0.000026595439,"about_ca_system_score_gemma":0.000021754378,"threshold_uncertainty_score":0.9973664},"labels":[],"label_agreement":null},{"id":"W2312783018","doi":"10.1061/41171(401)177","title":"Measuring, Monitoring, and Evaluating Post-Disaster Recovery: A Key Element in Understanding Community Resilience","year":2011,"lang":"en","type":"article","venue":"Structures Congress 2011","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Disaster recovery; Hurricane katrina; Resilience (materials science); Process (computing); Community resilience; Work (physics); Psychological resilience; Environmental resource management; Resource (disambiguation); Computer science; Disaster response; Emergency management; Natural disaster; Environmental planning; Geography; Political science; Engineering; Environmental science; Psychology; Meteorology","score_opus":0.17625348881553815,"score_gpt":0.3390827375013561,"score_spread":0.16282924868581794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312783018","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":[0.9415592,0.0002370518,0.00008800383,0.00007078497,0.0009089839,0.00039986422,0.0000043347513,0.000051925297,0.05667987],"genre_scores_gemma":[0.9982912,0.00009459178,0.0006299313,0.000045858884,0.00007558734,0.000016215847,0.000001501083,0.000013518355,0.0008316081],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765354,0.0006994142,0.00029029665,0.00030296552,0.0005469408,0.0005068485],"domain_scores_gemma":[0.9991765,0.00011841466,0.00016248823,0.00032764155,0.00008102206,0.00013395475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014480716,0.00018591271,0.0001973476,0.00018592755,0.0007978845,0.00015571305,0.0005666246,0.000092757815,0.00044473232],"category_scores_gemma":[0.00023779376,0.00016989541,0.000041238043,0.00016013902,0.000566204,0.0005418842,0.0002879397,0.00032645225,0.000011150971],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040897375,0.00013722817,0.5279488,0.0001722836,0.00009624239,0.000035128047,0.34509033,0.000046378053,0.0013795944,0.0926803,0.0004872269,0.031517524],"study_design_scores_gemma":[0.001388699,0.00054407417,0.5725359,0.00038504772,0.000066904264,0.0000033431775,0.30185008,0.000085259904,0.00085262634,0.12073306,0.0007451991,0.0008098557],"about_ca_topic_score_codex":0.00800674,"about_ca_topic_score_gemma":0.0091102235,"teacher_disagreement_score":0.056732006,"about_ca_system_score_codex":0.0001750352,"about_ca_system_score_gemma":0.00007369128,"threshold_uncertainty_score":0.99859905},"labels":[],"label_agreement":null},{"id":"W2313994830","doi":"10.5840/raven201118105","title":"Vernon, British Columbia","year":2011,"lang":"en","type":"article","venue":"Raven A Journal of Vexillology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History","score_opus":0.030844666521181795,"score_gpt":0.2652305800935946,"score_spread":0.23438591357241284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313994830","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":[0.603671,0.00041365807,0.00061227306,0.00027281558,0.0012869297,0.0000815742,9.078711e-7,0.000014143878,0.39364672],"genre_scores_gemma":[0.9811144,0.00024856257,0.0009359427,0.00023161105,0.00021665983,7.2398274e-7,1.4758962e-7,0.0000052833675,0.017246682],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991328,0.00013703114,0.0002272611,0.00007549084,0.00021142229,0.00021598904],"domain_scores_gemma":[0.9994919,0.000027127648,0.00020349666,0.0000667715,0.00011141728,0.000099343146],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000571732,0.00003490165,0.00014364142,0.00003867035,0.00017231968,0.00008719616,0.00037773082,0.000060518654,0.002634813],"category_scores_gemma":[0.00011973211,0.00004677276,0.000076788536,0.00012229067,0.00033770566,0.00017275223,0.000039414103,0.00010541317,0.00004157806],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016734957,0.00090955326,0.47855338,0.00004698588,0.00036921157,0.0025327483,0.074533954,0.000006317708,0.0003267974,0.025341922,0.21608506,0.2011267],"study_design_scores_gemma":[0.0007095866,0.00045574387,0.23062646,0.00006433224,0.00005868634,0.0001835481,0.008199026,0.000002422225,0.000010504343,0.017136734,0.74237835,0.00017459145],"about_ca_topic_score_codex":0.009585577,"about_ca_topic_score_gemma":0.028789354,"teacher_disagreement_score":0.5262933,"about_ca_system_score_codex":0.000028144143,"about_ca_system_score_gemma":0.00009263032,"threshold_uncertainty_score":0.9982769},"labels":[],"label_agreement":null},{"id":"W2314813803","doi":"10.1177/0002764214550297","title":"Community Disaster Resilience and the Rural Resilience Index","year":2014,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":212,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Community resilience; Resilience (materials science); Preparedness; Environmental resource management; Emergency management; Index (typography); Environmental planning; Process management; Business; Political science; Geography; Economic growth; Computer science; Resource (disambiguation); Environmental science; Economics","score_opus":0.013646655504067452,"score_gpt":0.3179858725958934,"score_spread":0.30433921709182593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2314813803","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":[0.95441157,0.000025049125,0.00063292595,0.0021890467,0.00034665258,0.00031277764,0.0000028284196,0.00007261651,0.042006556],"genre_scores_gemma":[0.9903629,0.000025863399,0.000121979894,0.00050556724,0.00007087231,0.000024214516,0.0000019099193,0.0000080097,0.008878682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693084,0.0012428771,0.00022499781,0.00028537883,0.00075190177,0.00056398293],"domain_scores_gemma":[0.99877614,0.00021576458,0.0001771612,0.0005532086,0.00006527756,0.00021242227],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0023218037,0.00015496873,0.00022360982,0.00007779209,0.00275784,0.00055113854,0.0012178499,0.000031123018,0.00006765246],"category_scores_gemma":[0.0001867654,0.00010523401,0.00006586151,0.0009496875,0.017091855,0.00047736638,0.00046112016,0.00028546664,0.000048830385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016815934,0.00035879159,0.46696502,0.0000128154,0.00000888867,0.000005500233,0.05575441,0.000029266495,0.00028693586,0.09305092,0.006461019,0.37689826],"study_design_scores_gemma":[0.0013531983,0.0002832158,0.74407643,0.000059328882,0.000071959694,0.000004779463,0.16715294,0.00048711686,0.00001914774,0.0028580984,0.08302899,0.00060479017],"about_ca_topic_score_codex":0.0396869,"about_ca_topic_score_gemma":0.01898482,"teacher_disagreement_score":0.37629348,"about_ca_system_score_codex":0.0000490402,"about_ca_system_score_gemma":0.000041865766,"threshold_uncertainty_score":0.99891615},"labels":[],"label_agreement":null},{"id":"W2315735506","doi":"","title":"Community awareness and participation in disaster risk management: the case of khayelitsha TR-section","year":2013,"lang":"en","type":"article","venue":"University of the Western Cape Electronic Theses and Dissertations Repository (University of the Western Cape)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Connaught Fund; University of Toronto","keywords":"Section (typography); Risk management; Emergency management; Business; Political science; Finance; Advertising","score_opus":0.009117241186680107,"score_gpt":0.23557866024918056,"score_spread":0.22646141906250045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315735506","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":[0.9962778,0.0000878324,0.00011998992,0.0005357799,0.00008390495,0.0004194655,0.000004315897,0.000010442571,0.0024604618],"genre_scores_gemma":[0.9916178,0.00016895181,0.000012486425,0.000011537151,0.000007808455,3.9630157e-7,0.0000010682487,0.0000043284986,0.008175632],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986634,0.00069701415,0.00012849065,0.00015006047,0.0001664973,0.00019453911],"domain_scores_gemma":[0.99905956,0.00016228008,0.0003002466,0.00036113185,0.00007530086,0.00004147473],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00028234455,0.00009943834,0.00015053169,0.00006380431,0.001643518,0.000036838075,0.0005889527,0.000056061126,0.000011819505],"category_scores_gemma":[0.000014762595,0.00007535834,0.00008808502,0.000271961,0.00073842786,0.0004025635,0.0002804175,0.00018310304,0.0000010936994],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017607807,0.00035099647,0.7548785,0.00021840358,0.00022198603,0.000012999258,0.23177734,0.0005091201,0.0005395017,0.0048070294,0.00008091414,0.006427113],"study_design_scores_gemma":[0.00046113474,0.00005266923,0.7374635,0.00010610869,0.000245194,0.0000079467945,0.26004288,0.00033278207,0.000063352316,0.000520976,0.0005951883,0.00010832669],"about_ca_topic_score_codex":0.074789636,"about_ca_topic_score_gemma":0.1620718,"teacher_disagreement_score":0.08728216,"about_ca_system_score_codex":0.000060976035,"about_ca_system_score_gemma":0.00004755036,"threshold_uncertainty_score":0.9996562},"labels":[],"label_agreement":null},{"id":"W2316480109","doi":"10.1017/dmp.2016.35","title":"Zika Virus Infection and the Flint, Michigan, Water Crisis: A Study in Surprising Commonalities","year":2016,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","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":"University of Toronto; Public Health Ontario","funders":"","keywords":"Zika virus; Content (measure theory); Virology; Political science; Virus; Medicine","score_opus":0.07851525779174538,"score_gpt":0.3749272258818234,"score_spread":0.296411968090078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316480109","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":[0.9341485,0.00046483564,0.00013608277,0.059752338,0.00037693008,0.0007629375,0.0000018840467,0.000040535462,0.004315969],"genre_scores_gemma":[0.99530506,0.0007920559,0.0000020729337,0.0028435246,0.00020919219,0.00007577221,0.0000025175002,0.00000789454,0.0007619215],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970957,0.0012947753,0.00042033076,0.0003084623,0.00037684062,0.0005038956],"domain_scores_gemma":[0.9991316,0.00030134257,0.00009294476,0.00020906051,0.000059866863,0.00020514592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004530701,0.00013654698,0.00032474982,0.00015597205,0.00054238946,0.00012803254,0.00016756778,0.000044393855,0.000076481505],"category_scores_gemma":[0.00019764372,0.00005948802,0.000020614676,0.00020608978,0.0009182451,0.0004842168,0.00015246338,0.00009502251,0.0000043344776],"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":[0.00005826153,0.000104727056,0.04569918,0.00005932805,0.000019765372,0.0000022859383,0.9348783,8.528132e-8,0.0000033514802,0.0027765678,0.0016128003,0.014785368],"study_design_scores_gemma":[0.0030356871,0.00014534646,0.014243039,0.00018433959,0.000017238304,0.0000020080208,0.9051349,0.0000103350785,5.098399e-7,0.0019416267,0.07513976,0.00014521567],"about_ca_topic_score_codex":0.043100987,"about_ca_topic_score_gemma":0.13080604,"teacher_disagreement_score":0.08770506,"about_ca_system_score_codex":0.000046996392,"about_ca_system_score_gemma":0.00009675945,"threshold_uncertainty_score":0.9632711},"labels":[],"label_agreement":null},{"id":"W2317216798","doi":"10.1300/j105v24n01_13","title":"Collecting Material on Natural Disasters","year":2000,"lang":"en","type":"article","venue":"Collection Management","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":"University of Winnipeg","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.012751325598921781,"score_gpt":0.2811258162003992,"score_spread":0.26837449060147744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317216798","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20737597,0.0000080383425,0.000032275057,0.00079043617,0.0015813995,0.00050625403,9.285791e-7,0.00015560484,0.7895491],"genre_scores_gemma":[0.5738914,0.000076033604,0.00010736366,0.00029220432,0.00018495067,0.000039638748,0.0000031532759,0.000007505167,0.42539775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986878,0.00012248076,0.00015553783,0.0002839286,0.00041660306,0.0003336662],"domain_scores_gemma":[0.9997027,0.000024852448,0.00004058341,0.00014935601,0.00001838162,0.00006413968],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027031795,0.000112871996,0.000094522766,0.00016754941,0.0011999184,0.00028741357,0.00022843236,0.000033327844,0.004487612],"category_scores_gemma":[0.000011092381,0.00010961162,0.00005614983,0.0008230134,0.000109064815,0.00018047818,0.000038181955,0.00006613043,0.00044519754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001053566,0.00053093483,0.00080902263,0.000108192326,0.00026055973,0.00007696761,0.019976934,0.0014821363,0.00008289183,0.07164907,0.49848554,0.4054842],"study_design_scores_gemma":[0.00059656607,0.00009403157,0.0030333728,0.0000464596,0.00003315802,4.8163713e-7,0.009421809,0.00021287092,0.000082009574,0.0007551921,0.9854533,0.000270734],"about_ca_topic_score_codex":0.00022119729,"about_ca_topic_score_gemma":0.00042074974,"teacher_disagreement_score":0.48696777,"about_ca_system_score_codex":0.00019910486,"about_ca_system_score_gemma":0.000014952846,"threshold_uncertainty_score":0.9964224},"labels":[],"label_agreement":null},{"id":"W2318138237","doi":"10.5751/es-04292-160312","title":"Coupled Vulnerability and Resilience: the Dynamics of Cross-Scale Interactions in Post-Katrina New Orleans","year":2011,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":142,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Resilience (materials science); Hurricane katrina; Vulnerability (computing); Scale (ratio); Environmental resource management; Geography; Natural disaster; Environmental science; Computer science; Computer security; Cartography; Meteorology; Physics","score_opus":0.018853582565462736,"score_gpt":0.3188907661103791,"score_spread":0.3000371835449164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318138237","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":[0.9786812,0.00003907799,0.000091425114,0.0011727752,0.00016921225,0.00016771104,0.000002238932,0.000010593744,0.019665735],"genre_scores_gemma":[0.9943893,0.00016379611,0.0002053623,0.00015940444,0.000022933044,0.0000050288027,9.698235e-7,0.0000018859582,0.0050513223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935794,0.000103224855,0.0001403361,0.00015837881,0.0000728798,0.00016723404],"domain_scores_gemma":[0.99955547,0.00020742409,0.00005617027,0.00009872574,0.00003678953,0.000045411776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067113905,0.000053676693,0.00009992247,0.000014393726,0.00041872758,0.000023784765,0.00015303359,0.00006477003,0.00020625666],"category_scores_gemma":[0.00009509206,0.00004002759,0.00004113106,0.00014322835,0.0015244901,0.00018923933,0.00008738996,0.00014629222,0.0000017028619],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002163467,0.000074503565,0.88970727,0.000010631583,0.000012491241,5.7967327e-7,0.085761,0.0000057644274,0.00002154586,0.022922937,0.00032952812,0.0011321125],"study_design_scores_gemma":[0.00018232861,0.00003601629,0.9514384,0.0000029953599,0.000009057234,4.400445e-7,0.042852756,0.0006796414,0.0000037377047,0.0044182586,0.00032890047,0.000047423895],"about_ca_topic_score_codex":0.0029711027,"about_ca_topic_score_gemma":0.06538817,"teacher_disagreement_score":0.062417068,"about_ca_system_score_codex":0.00003693522,"about_ca_system_score_gemma":0.000083879844,"threshold_uncertainty_score":0.95166606},"labels":[],"label_agreement":null},{"id":"W2321040644","doi":"10.5055/jem.2012.0090","title":"One neighborhood, two families: A comparison of intergovernmental emergency management relationships","year":2012,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency management; Work (physics); Political science; Emergency response; Public relations; Business; Public administration; Environmental resource management; Medical emergency; Medicine; Engineering; Economics; Law","score_opus":0.07644996019243713,"score_gpt":0.36978977674571245,"score_spread":0.29333981655327535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321040644","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":[0.20706768,0.002274078,0.00916323,0.00069478253,0.007835145,0.0008277358,0.0000051544093,0.000039997267,0.7720922],"genre_scores_gemma":[0.98124295,0.0057846145,0.0019218184,0.00002260477,0.0004903571,0.000015068292,0.000002584474,0.000021275817,0.010498703],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99553895,0.00033066756,0.0015761048,0.00021853487,0.0017211474,0.00061460346],"domain_scores_gemma":[0.99804205,0.000035458004,0.001167996,0.00034155152,0.00014618487,0.00026676312],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019899262,0.00023083868,0.0004167262,0.00043901417,0.0003878323,0.000025734167,0.0009108107,0.00006007949,0.0024297694],"category_scores_gemma":[0.00005669318,0.00022716667,0.00033602188,0.0008591428,0.00011218799,0.000969469,0.00035726454,0.00026214065,0.00008936205],"study_design_candidate":"observational","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":[0.00016970964,0.0033504658,0.4905587,0.00049714325,0.0015452282,0.000012382511,0.031777147,0.00035248653,0.00010410651,0.37828615,0.044993382,0.04835308],"study_design_scores_gemma":[0.0024949978,0.00049597427,0.32083908,0.0005329193,0.0017023054,0.0000014601159,0.38326538,0.00022728289,0.00012076338,0.010556453,0.2787567,0.0010066865],"about_ca_topic_score_codex":0.00007007763,"about_ca_topic_score_gemma":0.00017746222,"teacher_disagreement_score":0.7741753,"about_ca_system_score_codex":0.00023926832,"about_ca_system_score_gemma":0.000016668038,"threshold_uncertainty_score":0.99848217},"labels":[],"label_agreement":null},{"id":"W2322179021","doi":"10.1061/41050(357)54","title":"Social Impacts of Lifeline Losses: Modeling Displaced Populations and Health Care Functionality","year":2009,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Federal Emergency Management Agency; National Science Foundation","keywords":"Business; Empirical modelling; Health care; Environmental planning; Actuarial science; Computer science; Geography; Economic growth; Economics","score_opus":0.08519834410237574,"score_gpt":0.4160277050632363,"score_spread":0.3308293609608605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322179021","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":[0.9097048,0.00045338343,0.0085726455,0.027200153,0.00014871749,0.00033674072,0.0000071856657,0.00007558953,0.05350078],"genre_scores_gemma":[0.9984025,0.000021401114,0.00033397655,0.00041492647,0.00014133425,7.222823e-7,0.000009452219,0.0000014862082,0.00067424343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993574,0.000042453397,0.00014577355,0.0001018313,0.00021180535,0.0001407536],"domain_scores_gemma":[0.99977046,0.000007193701,0.00005020114,0.00004540056,0.00006160238,0.00006516786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002408132,0.000044356726,0.0000866558,0.00003311021,0.00043247675,0.00003352891,0.0000595742,0.00002534797,0.00003111491],"category_scores_gemma":[0.000024349189,0.000037850932,0.00002699818,0.00014405728,0.00006349017,0.0001691241,0.000014964508,0.000029361943,0.0000012632752],"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":[0.00006414949,0.00025653123,0.0696827,0.00014134125,0.00002614333,6.9754657e-7,0.11254439,0.0024110437,0.000043608787,0.75546026,0.013936103,0.045433033],"study_design_scores_gemma":[0.0015541151,0.00036431925,0.70689106,0.000105995285,0.00007053011,3.9511792e-7,0.2218144,0.017440991,0.000008946333,0.044213846,0.006923523,0.00061191065],"about_ca_topic_score_codex":0.0028926162,"about_ca_topic_score_gemma":0.005985925,"teacher_disagreement_score":0.71124643,"about_ca_system_score_codex":0.00003797322,"about_ca_system_score_gemma":0.00008592219,"threshold_uncertainty_score":0.43727896},"labels":[],"label_agreement":null},{"id":"W2322459647","doi":"10.1515/jhsem-2014-0012","title":"Evaluating Children’s Learning of Adaptive Response Capacities from ShakeOut, an Earthquake and Tsunami Drill in Two Washington State School Districts","year":2014,"lang":"en","type":"article","venue":"Journal of Homeland Security and Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Quarter (Canadian coin); Population; Drill; Psychology; Geography; Medical education; Medicine; Engineering; Environmental health","score_opus":0.019322790123364735,"score_gpt":0.3186193901330899,"score_spread":0.29929660000972513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322459647","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":[0.9959956,0.00063140946,0.00023362022,0.0001459623,0.00019960124,0.00018401485,0.0000058213814,0.000008303248,0.0025956596],"genre_scores_gemma":[0.9962631,0.003011617,0.00021708872,0.0000119763745,0.00009232016,0.0000023308812,0.0000026132234,0.0000069171692,0.0003920611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759865,0.0008857729,0.0005138751,0.00020587904,0.0005440275,0.00025180954],"domain_scores_gemma":[0.99919665,0.000107017884,0.00036122862,0.00010054235,0.00007858332,0.00015596744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003246009,0.00013274398,0.0002789123,0.00024836772,0.0002599815,0.00007420139,0.00020556766,0.000032588407,0.000104899416],"category_scores_gemma":[0.00021593625,0.00011419104,0.000052504427,0.00020806443,0.00017206826,0.0005450557,0.00010467429,0.00023265893,0.0000013285087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021542744,0.00040545818,0.6458937,0.00016362152,0.0003564228,0.000051310082,0.2409702,0.0037127107,0.00013930479,0.007932861,0.00022715089,0.09799298],"study_design_scores_gemma":[0.0019792318,0.0009586373,0.896882,0.00025528655,0.00011792761,0.0000016629118,0.077901,0.004664196,0.000014232482,0.015283453,0.0016356697,0.00030671718],"about_ca_topic_score_codex":0.0014237668,"about_ca_topic_score_gemma":0.0034500202,"teacher_disagreement_score":0.25098827,"about_ca_system_score_codex":0.000034343753,"about_ca_system_score_gemma":0.00002195161,"threshold_uncertainty_score":0.46565756},"labels":[],"label_agreement":null},{"id":"W2327444967","doi":"10.7492/ijaec.2012.017","title":"Shelters of Sustainability: Reconfiguring Post-tsunami Recovery via Self-labor Practices","year":2012,"lang":"en","type":"article","venue":"International Journal of Architecture Engineering and Construction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Business; Environmental resource management; Economics; Ecology","score_opus":0.003743539753405693,"score_gpt":0.2529594442896822,"score_spread":0.2492159045362765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327444967","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":[0.98709065,0.00023022018,0.007936302,0.0017390569,0.001965798,0.00006578584,0.0000018015262,0.000018571047,0.0009518466],"genre_scores_gemma":[0.9935664,0.00013019511,0.005692071,0.000023096038,0.0005301373,9.213393e-7,5.418123e-7,0.0000045449556,0.00005212316],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99923396,0.000048210546,0.0002249958,0.000063086445,0.00029961872,0.00013015704],"domain_scores_gemma":[0.99905974,0.00012387117,0.0003896176,0.00004201749,0.00031465816,0.00007008656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004690528,0.00006528973,0.000097828924,0.00023472786,0.000048009977,0.000048593898,0.0001510311,0.000037169604,0.000018199655],"category_scores_gemma":[0.0004655232,0.000058077625,0.000053047683,0.0000876851,0.00008071441,0.0005062233,0.000025253083,0.00013996617,3.3326296e-7],"study_design_candidate":"design_other","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":[0.00037444147,0.00019882423,0.060425855,0.00022883668,0.0008130036,0.000020181424,0.03666764,0.010946674,0.0070291865,0.019006623,0.000045939818,0.8642428],"study_design_scores_gemma":[0.005553062,0.0017722229,0.4065569,0.0018954515,0.00102171,0.0035076044,0.15116845,0.0037759198,0.011375173,0.026518077,0.384494,0.0023614315],"about_ca_topic_score_codex":0.00007910151,"about_ca_topic_score_gemma":0.000011219613,"teacher_disagreement_score":0.8618814,"about_ca_system_score_codex":0.00007666268,"about_ca_system_score_gemma":0.00006129701,"threshold_uncertainty_score":0.23683368},"labels":[],"label_agreement":null},{"id":"W2330520741","doi":"10.5751/es-06476-190142","title":"Is Education a Key to Reducing Vulnerability to Natural Disasters and hence Unavoidable Climate Change?","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":423,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Natural disaster; Climate change; Vulnerability (computing); Key (lock); Natural (archaeology); Environmental resource management; Climate change adaptation; Resilience (materials science); Environmental planning; Natural hazard; Natural resource economics; Geography; Environmental science; Computer science; Ecology; Computer security; Economics; Meteorology","score_opus":0.014959905416870721,"score_gpt":0.30784497188198706,"score_spread":0.29288506646511636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330520741","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":[0.98061866,0.00005521872,0.00007743133,0.010799806,0.0005962826,0.00036101305,0.0000018279371,0.000024544313,0.0074651944],"genre_scores_gemma":[0.9895397,0.00008400374,0.0009021889,0.0072653247,0.00016972418,0.000056891444,0.0000012357802,0.0000032043286,0.0019777417],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991184,0.00011951155,0.000091715265,0.00029002517,0.000090680594,0.0002896674],"domain_scores_gemma":[0.9996137,0.000088556866,0.000030057234,0.000100087,0.00003235088,0.0001352574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076434045,0.00007222274,0.00010507835,0.000018949364,0.0007548915,0.00007388562,0.000110805886,0.00006614047,0.000034334207],"category_scores_gemma":[0.00009994706,0.00006634065,0.000029253406,0.00015579356,0.00022751477,0.00020204297,0.00012887134,0.00008199999,0.000017586692],"study_design_candidate":"observational","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":[0.000029307992,0.0001478974,0.24377404,0.0001308396,0.00002535878,2.8244216e-7,0.6245257,0.000012020602,0.00026737177,0.03631399,0.03402378,0.06074939],"study_design_scores_gemma":[0.00025384437,0.00018178027,0.82601184,0.000062462335,0.000028827068,7.189456e-7,0.06985583,0.0004022188,0.00003931594,0.004269523,0.098550454,0.00034318984],"about_ca_topic_score_codex":0.00038327716,"about_ca_topic_score_gemma":0.00089653593,"teacher_disagreement_score":0.5822378,"about_ca_system_score_codex":0.000042569984,"about_ca_system_score_gemma":0.000030639083,"threshold_uncertainty_score":0.58060914},"labels":[],"label_agreement":null},{"id":"W2331720191","doi":"10.1177/084387140301500256","title":"Book Review: Harbour Burning: A Century of Vancouver's Maritime Fires","year":2003,"lang":"en","type":"article","venue":"International Journal of Maritime History","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Harbour; Oceanography; Archaeology; History; Environmental science; Geography; Meteorology; Geology; Computer science","score_opus":0.009730259803239001,"score_gpt":0.2602541461883205,"score_spread":0.2505238863850815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331720191","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040852078,0.45917368,0.0005033871,0.0025675565,0.008141907,0.00019383978,0.000006131334,0.000019208439,0.5289858],"genre_scores_gemma":[0.17895807,0.24301887,0.002761054,0.036747467,0.0021626486,0.000016747481,0.000009127029,0.000070174974,0.53625584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980162,0.00022979159,0.00052536884,0.00011810734,0.00093632244,0.00017423274],"domain_scores_gemma":[0.99853224,0.00010743569,0.00059659267,0.00010197871,0.0005530207,0.00010874052],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009433439,0.000102568425,0.00023936924,0.00019895627,0.000065564556,0.00002115703,0.00067437603,0.000051329513,0.010740237],"category_scores_gemma":[0.00059108355,0.00009647891,0.00021385628,0.00007515292,0.0002850026,0.00048598947,0.00004910534,0.00017715058,0.000027289223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026585767,0.00012630553,0.0003212663,0.000054543463,0.00008419438,0.00007004444,0.00090160384,0.0000069559765,0.00004794063,0.004713334,0.99046665,0.0031805441],"study_design_scores_gemma":[0.00030306293,0.000039537335,0.00024874086,0.0006577786,0.000029233328,0.0000097937045,0.00036665803,0.0000048397974,0.000015105924,0.00038536597,0.99784154,0.00009831829],"about_ca_topic_score_codex":0.000118895936,"about_ca_topic_score_gemma":0.00008559709,"teacher_disagreement_score":0.2161548,"about_ca_system_score_codex":0.00051245117,"about_ca_system_score_gemma":0.00038068343,"threshold_uncertainty_score":0.9901641},"labels":[],"label_agreement":null},{"id":"W2331790884","doi":"10.5751/es-05947-180437","title":"Rethinking Resilience: Reflections on the Earthquakes in Christchurch, New Zealand, 2010 and 2011","year":2013,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":138,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitetet i Oslo; University of Surrey; University of East Anglia","keywords":"Resilience (materials science); Geography; Environmental resource management; Environmental planning; Political science; Environmental science","score_opus":0.028067164990907157,"score_gpt":0.2941408913234124,"score_spread":0.26607372633250526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331790884","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":[0.936841,0.000095056974,0.000005840433,0.02917272,0.00024155554,0.00024026066,2.6579386e-7,0.000022885604,0.03338038],"genre_scores_gemma":[0.9330481,0.00086482853,0.00018867491,0.0019507837,0.00009857927,0.000018500456,4.0837006e-7,0.0000028124477,0.06382726],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99926233,0.00014104528,0.00009196399,0.00017695493,0.0000983668,0.00022935664],"domain_scores_gemma":[0.99952686,0.00026610307,0.000034933433,0.00008644029,0.000014630276,0.0000710617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005905567,0.00006114067,0.00007913472,0.0000199165,0.0007999666,0.00007370237,0.00012195262,0.00012120812,0.00056193926],"category_scores_gemma":[0.000079177764,0.000042443735,0.000028256576,0.00011033218,0.00059606286,0.00015403432,0.00005029184,0.00021752328,0.00005842021],"study_design_candidate":"observational","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":[0.00000938531,0.000056048037,0.18353836,0.0000075309817,0.000023584797,0.0000017524859,0.25758532,0.000008765199,0.00011097378,0.05298564,0.49999222,0.0056804074],"study_design_scores_gemma":[0.00018749441,0.0000685231,0.883789,0.000009778424,0.000005716192,4.911025e-7,0.025352234,0.000027244454,0.000003865433,0.041001268,0.04946335,0.00009100299],"about_ca_topic_score_codex":0.0039921706,"about_ca_topic_score_gemma":0.0122037055,"teacher_disagreement_score":0.7002507,"about_ca_system_score_codex":0.000018143986,"about_ca_system_score_gemma":0.00006106148,"threshold_uncertainty_score":0.6809954},"labels":[],"label_agreement":null},{"id":"W2334113806","doi":"10.14288/1.0066183","title":"Community vulnerability and capacity in post-disaster recovery: the cases of Mano and Mikura neighbourhoods in the wake of the 1995 Kobe earthquake","year":2007,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Wake; Vulnerability (computing); Social vulnerability; Geography; Engineering; Computer science; Psychological resilience; Psychology; Computer security; Social psychology","score_opus":0.021570076830793723,"score_gpt":0.21676082634100513,"score_spread":0.1951907495102114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334113806","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":[0.9926703,0.00007993117,0.00000807677,0.0004936093,0.000050546936,0.00035519662,0.000046663834,0.0000045368392,0.0062911147],"genre_scores_gemma":[0.9995785,0.000084031344,0.000019866899,0.00007962217,0.0000074210475,2.7394228e-7,0.0000010585243,0.0000024488556,0.00022680638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998487,0.00075451506,0.000150809,0.0001441762,0.00027254393,0.00019094808],"domain_scores_gemma":[0.9990444,0.0004331969,0.00013449969,0.0002831062,0.00007085416,0.000033907036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002352923,0.000036308484,0.00017116961,0.000029259201,0.0005244153,0.00007368698,0.0005572798,0.00006447967,0.000032769094],"category_scores_gemma":[0.00017324045,0.00005795915,0.000057359634,0.0004052872,0.0020786095,0.00026815492,0.00023729014,0.00022936218,2.5276742e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003837458,0.0003478343,0.6724881,0.00012114729,0.000020743313,0.000024135032,0.049995814,0.000005735487,0.00007951925,0.00008719421,0.0002357079,0.27655572],"study_design_scores_gemma":[0.00030311162,0.000053045027,0.8784211,0.00007964828,0.000014166369,0.0000070072024,0.12021847,0.0000072492535,5.648198e-7,0.00071707316,0.00012222902,0.00005630771],"about_ca_topic_score_codex":0.65493125,"about_ca_topic_score_gemma":0.98067456,"teacher_disagreement_score":0.3257433,"about_ca_system_score_codex":0.000027339438,"about_ca_system_score_gemma":0.00003825786,"threshold_uncertainty_score":0.76587236},"labels":[],"label_agreement":null},{"id":"W2334472353","doi":"10.1080/10807039.2014.902683","title":"Predicting Emergency Response Intentions Among the Canadian Public in the Context of Terrorism Threats: Examining Sociodemographics and the Mediating Role of Risk Perception","year":2014,"lang":"en","type":"article","venue":"Human and Ecological Risk Assessment An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Context (archaeology); Perception; Preparedness; Risk perception; Psychology; Terrorism; Cognition; Sample (material); Social psychology; Political science; Geography; Psychiatry","score_opus":0.038324775882659645,"score_gpt":0.3454096889497788,"score_spread":0.30708491306711916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334472353","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":[0.99282366,0.00003900733,0.00006709987,0.0021142405,0.00018411467,0.00015547035,0.000007174998,0.000004652973,0.004604585],"genre_scores_gemma":[0.99872285,0.00095785974,0.00005160214,0.00005984431,0.00016617104,0.000012480775,0.0000035824135,0.0000026583982,0.000022948827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996763,0.0020437115,0.00036582333,0.0001189951,0.0005306003,0.00017787491],"domain_scores_gemma":[0.9984471,0.00078821427,0.00044706705,0.000078219025,0.00016553524,0.00007386383],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009373393,0.00007250818,0.000114007766,0.00014393358,0.0017338531,0.00027299635,0.0005121079,0.00006152085,0.00008633337],"category_scores_gemma":[0.0010774073,0.00003646079,0.000058363104,0.00011496644,0.00082357775,0.0003666436,0.00007317575,0.00043389454,2.067489e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018319155,0.000040466315,0.9210157,7.5442085e-7,0.000027914828,5.764033e-7,0.03518287,0.000006970216,0.000016176165,0.036588546,0.000010284434,0.007091451],"study_design_scores_gemma":[0.00032635024,0.0000755748,0.79920393,0.00001082645,0.000023870472,0.0000010391863,0.18299451,0.0025370924,9.4512274e-8,0.014647054,0.00014406072,0.00003559948],"about_ca_topic_score_codex":0.013054573,"about_ca_topic_score_gemma":0.4142566,"teacher_disagreement_score":0.40120202,"about_ca_system_score_codex":0.00006266532,"about_ca_system_score_gemma":0.00006505678,"threshold_uncertainty_score":0.9995658},"labels":[],"label_agreement":null},{"id":"W2335108045","doi":"10.5055/jem.2011.0071","title":"Warning response on a university campus: Anticipating message confirmation behavior among undergraduate students","year":2011,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical education; Psychology; Computer science; Medicine","score_opus":0.050555328354155174,"score_gpt":0.33655288078203127,"score_spread":0.2859975524278761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335108045","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":[0.9311633,0.000013935338,0.00091984,0.00019194381,0.0010002262,0.00028610375,4.9701663e-7,0.000021699956,0.06640246],"genre_scores_gemma":[0.9853545,0.00038087688,0.00029593616,0.000020418705,0.00005135678,0.000001847598,3.9553817e-7,0.0000076159813,0.0138870925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784845,0.0005020979,0.00039294353,0.00014849125,0.0008420191,0.00026601748],"domain_scores_gemma":[0.9990392,0.000030011875,0.0005595723,0.00014055004,0.00011512024,0.000115594594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018991635,0.000113139446,0.00014750818,0.00032288994,0.0004336666,0.000039695777,0.00061738805,0.000036617243,0.00048261252],"category_scores_gemma":[0.00006680789,0.00010642069,0.000118429525,0.00036845665,0.00008109474,0.0005290633,0.00013271125,0.00013458356,0.000031732412],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015753086,0.0020811886,0.8288079,0.00012750887,0.0007178748,0.001550536,0.092117205,0.0003178999,0.0001741208,0.039720245,0.009048533,0.023761693],"study_design_scores_gemma":[0.0007548349,0.00031022413,0.9189548,0.00018239832,0.0003292605,4.337731e-7,0.059662018,0.000039522245,0.000023898703,0.0004649864,0.019046346,0.00023131147],"about_ca_topic_score_codex":0.00018104933,"about_ca_topic_score_gemma":0.00014568673,"teacher_disagreement_score":0.090146884,"about_ca_system_score_codex":0.0001227453,"about_ca_system_score_gemma":0.000021319573,"threshold_uncertainty_score":0.5284269},"labels":[],"label_agreement":null},{"id":"W2335591927","doi":"10.5751/es-05095-180108","title":"Community Vulnerability to Floods and Landslides in Nepal","year":2013,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Landslide; Vulnerability (computing); Geography; Environmental resource management; Water resource management; Environmental planning; Environmental science; Geology; Computer science; Geomorphology; Computer security","score_opus":0.017072341754732708,"score_gpt":0.2985326969763845,"score_spread":0.2814603552216518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335591927","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":[0.97923064,0.000022967897,0.0000114017785,0.0032386305,0.00007469217,0.00018219356,4.709528e-7,0.000016012458,0.017222995],"genre_scores_gemma":[0.9969313,0.000054939188,0.00034597426,0.0010197036,0.000026386653,0.00002048996,5.709274e-7,0.0000013680758,0.0015992714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933136,0.00028452766,0.00007059197,0.000095512674,0.000046417797,0.00017157463],"domain_scores_gemma":[0.9996868,0.00015124504,0.00001264857,0.0000690446,0.000014394468,0.000065899236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000819836,0.000042959535,0.00008456081,0.00001135425,0.0005534566,0.000043305747,0.00009483259,0.00007595693,0.00012266795],"category_scores_gemma":[0.00008191686,0.000037641526,0.000017543378,0.00008882044,0.00037753768,0.00012885213,0.000114949726,0.00014888709,0.000013294062],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021657881,0.000062009225,0.90722674,0.000012547578,0.000007092698,3.1674298e-7,0.0787861,0.0000024904136,0.000022481583,0.0031938425,0.0064008995,0.004283308],"study_design_scores_gemma":[0.00013204718,0.00003096372,0.9530313,0.0000022670984,0.0000022159863,9.075717e-8,0.03771961,0.000040164807,0.0000014032737,0.0041071633,0.0048833764,0.00004937503],"about_ca_topic_score_codex":0.0030173324,"about_ca_topic_score_gemma":0.012560085,"teacher_disagreement_score":0.04580457,"about_ca_system_score_codex":0.000016971182,"about_ca_system_score_gemma":0.000014964538,"threshold_uncertainty_score":0.70088226},"labels":[],"label_agreement":null},{"id":"W2336376044","doi":"10.14288/1.0167265","title":"Resilient governance : the politics of nature protection in New Zealand, Norway and Canada's British Columbia","year":2014,"lang":"en","type":"article","venue":"Open Collections","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Corporate governance; Political science; Public administration; Geography; Business; Law","score_opus":0.005650282359466874,"score_gpt":0.22966572841867733,"score_spread":0.22401544605921045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336376044","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15395962,0.00011145482,0.00004766171,0.009406454,0.00075665594,0.0020046323,0.0000619243,0.000013245169,0.83363837],"genre_scores_gemma":[0.3615435,0.00004232138,0.000021154963,0.00009109802,0.00004516485,0.000017538803,3.399905e-7,0.0000022126592,0.63823664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932367,0.00010207889,0.00010451706,0.00012676539,0.0001952089,0.00014778301],"domain_scores_gemma":[0.9997083,0.000048387024,0.000059921047,0.000095750445,0.000037866495,0.00004977779],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00023786584,0.00003242106,0.00007515007,0.0000074804507,0.0015726135,0.0007407152,0.00025216324,0.00004422293,0.00016703327],"category_scores_gemma":[0.00017024744,0.000037269467,0.00001092694,0.00048923946,0.000105076964,0.00010712272,0.00008098881,0.00012088225,3.0948328e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039723705,0.000025036168,0.006114114,0.0000049310524,0.0000051196043,7.513086e-7,0.00062568515,0.000022323666,0.000002851085,0.00118086,0.98854274,0.003471625],"study_design_scores_gemma":[0.00022970971,0.000026623791,0.0985359,0.000041482504,0.000005703797,0.0000011358753,0.0015304392,0.000054595486,0.0000037176758,0.0022079803,0.8973015,0.00006120067],"about_ca_topic_score_codex":0.99932104,"about_ca_topic_score_gemma":0.9999733,"teacher_disagreement_score":0.20758389,"about_ca_system_score_codex":0.00011007491,"about_ca_system_score_gemma":0.0005912489,"threshold_uncertainty_score":0.9997272},"labels":[],"label_agreement":null},{"id":"W2338296531","doi":"","title":"Assessment of Area That Are Prone to Thunderstorm Activities in the Northeast Zone of Nigerea","year":2012,"lang":"en","type":"article","venue":"Journal of academic and applied studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thunderstorm; Geology; Computer science; Geography; Meteorology","score_opus":0.07825144092628401,"score_gpt":0.3646725945166959,"score_spread":0.2864211535904119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338296531","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":[0.9811235,0.0016058971,0.0001263451,0.0016226841,0.00009152364,0.00019534184,0.0000011235995,0.0000019192394,0.015231651],"genre_scores_gemma":[0.99728245,0.0022497075,0.00010553047,0.000103741724,0.00012220716,0.0000066397547,5.0877688e-8,0.0000025351899,0.00012711983],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9989735,0.00005773622,0.00026494084,0.000058072543,0.00046343214,0.00018230465],"domain_scores_gemma":[0.9992956,0.00017917666,0.00040308735,0.00005005103,0.00002839799,0.000043684988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011835723,0.00007461595,0.0002847846,0.00009273813,0.00012279293,0.00000822069,0.00020820032,0.000042588737,0.0000024943774],"category_scores_gemma":[0.000027917145,0.000043399297,0.0000357915,0.00016102231,0.0003365829,0.00019027008,0.000074932745,0.00021089535,1.4982282e-7],"study_design_candidate":"observational","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":[0.00007594827,0.00020872711,0.7078266,0.0001562998,0.00019506975,0.0000013438145,0.257666,0.000040700234,0.0009072182,0.024040474,0.0015426246,0.0073389565],"study_design_scores_gemma":[0.00019311014,0.000046077486,0.31599215,0.00013301201,0.000038461298,0.0000010196178,0.6818998,6.266725e-7,0.00013004169,0.00043291398,0.0010737391,0.000059057824],"about_ca_topic_score_codex":0.000014350666,"about_ca_topic_score_gemma":0.00007750514,"teacher_disagreement_score":0.42423376,"about_ca_system_score_codex":0.000030267509,"about_ca_system_score_gemma":0.000029173047,"threshold_uncertainty_score":0.17697719},"labels":[],"label_agreement":null},{"id":"W2338352533","doi":"10.1177/0042098015604987","title":"Book review: Cities, Disaster Risk and Adaptation","year":2015,"lang":"en","type":"article","venue":"Urban Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec","funders":"","keywords":"Adaptation (eye); Economic geography; Geography; Regional science; Psychology","score_opus":0.06707600886741948,"score_gpt":0.3246926525520843,"score_spread":0.2576166436846648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338352533","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017893885,0.9109022,0.000054326174,0.0026725202,0.0002894336,0.00022878355,0.0000019176666,0.000044683035,0.084016755],"genre_scores_gemma":[0.04113106,0.5918761,0.0002427225,0.009706768,0.00047424642,0.000056184108,0.0000026219602,0.000010747956,0.35649955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993089,0.00010192653,0.000108148095,0.00012253437,0.00022459951,0.00013389252],"domain_scores_gemma":[0.9996921,0.000050685016,0.00006011126,0.0000734856,0.000068304886,0.000055333625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004087306,0.00006105554,0.0001165296,0.000021832302,0.00023162295,0.000033029562,0.00007463289,0.000013293569,0.000034400484],"category_scores_gemma":[0.00030213795,0.00004652767,0.000018002112,0.00009006299,0.00035290036,0.00023045589,0.00007446633,0.000032675278,0.000039848972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022964969,0.000005299429,0.0035332765,0.000046644578,0.000019820056,8.665759e-7,0.053164188,4.4994098e-7,4.9212026e-8,0.0011205402,0.9337118,0.008394751],"study_design_scores_gemma":[0.00008839424,0.000020138237,0.0004401645,0.00012525961,0.000038763676,5.8566528e-8,0.058861397,0.000007890509,1.5166104e-7,0.00063999684,0.9397127,0.000065089844],"about_ca_topic_score_codex":0.00008720481,"about_ca_topic_score_gemma":0.00030824967,"teacher_disagreement_score":0.31902608,"about_ca_system_score_codex":0.000026240441,"about_ca_system_score_gemma":0.000018251449,"threshold_uncertainty_score":0.18973434},"labels":[],"label_agreement":null},{"id":"W2342626767","doi":"10.1016/j.envsci.2016.04.004","title":"Panarchy and community resilience: Sustainability science and policy implications","year":2016,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":206,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Marine and Tropical Sciences Research Facility; Australian Research Council; Canada Research Chairs; Australian Government","keywords":"Sustainability; Community resilience; Resilience (materials science); Diversity (politics); Environmental resource management; Psychological resilience; Scale (ratio); Political science; Sociology; Ecology; Geography; Psychology; Economics; Social psychology; Resource (disambiguation); Computer science","score_opus":0.011539853872887173,"score_gpt":0.32863541230535215,"score_spread":0.31709555843246495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342626767","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":[0.9366346,0.0000296762,0.000054309327,0.02796286,0.00003546824,0.00042185947,0.000011521719,0.000046910533,0.03480279],"genre_scores_gemma":[0.99677104,0.00032251218,0.00008776532,0.00049903715,0.00010456011,0.000026910902,2.9047857e-7,0.0000058123364,0.0021820667],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99700826,0.00025334043,0.00019227988,0.0005566502,0.0010328913,0.00095658656],"domain_scores_gemma":[0.99847674,0.00019221572,0.00008419177,0.00058030436,0.00005507062,0.00061146874],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0040994105,0.00014895159,0.000121204306,0.0005116411,0.006802974,0.00032099982,0.0013216325,0.000042020147,0.000037325764],"category_scores_gemma":[0.0026620778,0.00010913145,0.000022759195,0.0020213977,0.04069236,0.0018831096,0.0013047508,0.00015292835,0.000020961143],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010332502,0.00024270877,0.15921053,0.000012843325,0.0000030165684,0.0000011172496,0.030383313,0.0000015576327,0.061807834,0.3734533,0.00012483445,0.37474862],"study_design_scores_gemma":[0.00018886208,0.00008287537,0.92462635,0.0000109018765,0.0000042964953,0.0000032424316,0.021843905,0.000006348702,0.0005702311,0.03942778,0.013027648,0.00020754046],"about_ca_topic_score_codex":0.0076197474,"about_ca_topic_score_gemma":0.00045581246,"teacher_disagreement_score":0.76541585,"about_ca_system_score_codex":0.0016621127,"about_ca_system_score_gemma":0.0014868838,"threshold_uncertainty_score":0.99898857},"labels":[],"label_agreement":null},{"id":"W2342818989","doi":"10.1177/0163443715620927","title":"Limited interests, resources, voices: power relations in mainstream news coverage of Indigenous policy in Australia","year":2016,"lang":"en","type":"article","venue":"Media Culture & Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Indigenous; Newspaper; Government (linguistics); Power (physics); Political science; Intervention (counseling); News media; Media studies; Sociology; Metis; Public relations; Content analysis; Social science; Law; Psychology","score_opus":0.01787151637956591,"score_gpt":0.29430211306623777,"score_spread":0.27643059668667186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342818989","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":[0.9746687,0.00011792989,0.000031201664,0.0016175666,0.00017211336,0.00031399346,0.000020679092,0.00003394961,0.023023902],"genre_scores_gemma":[0.98600173,0.0006858034,0.0001652076,0.00019907739,0.00014318444,0.00001352028,0.000008403003,0.000008046303,0.012775048],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984957,0.00015480486,0.00031491063,0.00024817724,0.0003749703,0.00041144955],"domain_scores_gemma":[0.9994212,0.00011618266,0.00013952846,0.0001815603,0.000039973856,0.00010154896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036756392,0.00013195736,0.00019093053,0.00009319428,0.00011348861,0.00004230692,0.00039229516,0.00021117169,0.00018291264],"category_scores_gemma":[0.0002948656,0.000088357054,0.00012426663,0.0009585225,0.0003959925,0.00031192874,0.00007804077,0.0001815612,0.000040740444],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011899913,0.00017108109,0.25655586,0.00001593717,0.000018907574,0.0000065594895,0.7268039,0.000008175154,0.00037783346,0.0023652432,0.010229533,0.0034350825],"study_design_scores_gemma":[0.0017349407,0.00007931571,0.44139373,0.00043872712,0.00002101059,5.1816306e-7,0.18714735,0.00000250311,0.00005342524,0.003595733,0.365133,0.00039976896],"about_ca_topic_score_codex":0.0073937643,"about_ca_topic_score_gemma":0.06052326,"teacher_disagreement_score":0.5396565,"about_ca_system_score_codex":0.00028077036,"about_ca_system_score_gemma":0.000113213784,"threshold_uncertainty_score":0.9992161},"labels":[],"label_agreement":null},{"id":"W2346550351","doi":"","title":"When Disaster Defy Borders: What We can Learn from the Red River Flood about Transnational Disasters","year":2000,"lang":"en","type":"article","venue":"Australian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Spring (device); Drainage basin; Project commissioning; Geography; Emergency management; Politics; Publishing; Environmental disaster; Political science; Engineering; Archaeology; Environmental protection; Cartography; Law","score_opus":0.03265318386286878,"score_gpt":0.3061537236896279,"score_spread":0.27350053982675915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346550351","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":[0.5887344,0.0011999507,0.0004352607,0.34423482,0.0058759116,0.0010592637,0.000029355353,0.000054788703,0.058376268],"genre_scores_gemma":[0.8975041,0.007946888,0.0005446052,0.00043380665,0.0006440099,0.000011801941,0.000011529256,0.000023826442,0.092879415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970824,0.00031285576,0.00068862294,0.00028786907,0.0011170751,0.0005111806],"domain_scores_gemma":[0.9991094,0.000043513348,0.0002616338,0.00029161072,0.00009190157,0.00020196031],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000641555,0.00022959603,0.00022453668,0.00010599765,0.0004666138,0.0003026522,0.001161987,0.00006553979,0.017524192],"category_scores_gemma":[0.000011587336,0.00016857202,0.0002899337,0.0003424937,0.0003022872,0.0013288714,0.000049847906,0.00022876395,0.000077914374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028963658,0.0006254046,0.008391208,0.000083757026,0.0017388465,0.00017854045,0.2320701,0.0024124037,0.00004210699,0.034030296,0.40011328,0.32002443],"study_design_scores_gemma":[0.00069329474,0.00008658697,0.018388763,0.00017590857,0.00032078606,9.676841e-7,0.09650695,0.0000115106095,0.000009214811,0.014144901,0.8693485,0.00031260625],"about_ca_topic_score_codex":0.00026415655,"about_ca_topic_score_gemma":0.0014571364,"teacher_disagreement_score":0.46923524,"about_ca_system_score_codex":0.00007532501,"about_ca_system_score_gemma":0.000038693222,"threshold_uncertainty_score":0.98337394},"labels":[],"label_agreement":null},{"id":"W235311838","doi":"10.1007/978-94-017-9328-5_11","title":"The Disaster Epidemic: Research, Diagnosis, and Prescriptions","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Vulnerability (computing); Root cause; Context (archaeology); Root (linguistics); Risk analysis (engineering); Disaster risk reduction; Environmental planning; Political science; Geography; Business; Computer security; Computer science; Engineering; Operations management","score_opus":0.11233020911189394,"score_gpt":0.37939350326987503,"score_spread":0.2670632941579811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W235311838","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003028868,0.0013912595,0.000066777226,0.008435853,0.00036391176,0.0005231529,0.00000307651,0.00004777303,0.9891379],"genre_scores_gemma":[0.0038672423,0.0126391,0.0000263759,0.00025378985,0.00050795614,0.000062181025,0.0000023781442,0.000017213608,0.98262376],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815995,0.00020721761,0.00020462729,0.00032812715,0.0006788307,0.00042124485],"domain_scores_gemma":[0.99816024,0.0011678688,0.00006831574,0.000356336,0.000101331214,0.00014589982],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002204604,0.00013981639,0.00015058302,0.00008360101,0.0018085857,0.00043472456,0.0005777703,0.00016546028,0.00075978256],"category_scores_gemma":[0.00030310053,0.0000855666,0.00006813872,0.00003881709,0.0023205816,0.00011037718,0.00035216278,0.00033569866,0.00043136714],"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":[0.0000016291428,0.0000026485488,0.0001149797,0.000007034059,0.000012237174,6.80173e-7,0.0010524547,7.805089e-8,1.2221251e-7,0.74953943,0.21890676,0.030361913],"study_design_scores_gemma":[0.00003260236,0.00001696284,0.000095128795,0.00006408551,0.0000142284825,1.0079299e-7,0.0013221442,0.0000038246794,1.2188883e-7,0.1229163,0.87542593,0.00010854645],"about_ca_topic_score_codex":0.00046365382,"about_ca_topic_score_gemma":0.009357676,"teacher_disagreement_score":0.6565192,"about_ca_system_score_codex":0.00004071485,"about_ca_system_score_gemma":0.000045294983,"threshold_uncertainty_score":0.9994909},"labels":[],"label_agreement":null},{"id":"W2362924128","doi":"","title":"Exploring Community Mechanism in the Perspective of Urban Social Risk Aversion","year":2013,"lang":"en","type":"article","venue":"Academic Journal of Shanxi Provincial Committee Party School of C.p.c","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":"La Cité Collégiale","funders":"","keywords":"Mechanism (biology); Urbanization; Perspective (graphical); Haven; Process (computing); Resource (disambiguation); Risk aversion (psychology); Warning system; China; Business; Environmental planning; Economic growth; Public economics; Economics; Political science; Geography; Computer science","score_opus":0.07667216441858377,"score_gpt":0.3108518652716772,"score_spread":0.23417970085309342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2362924128","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":[0.9809702,0.00020320984,0.00010418657,0.0021850746,0.00026812643,0.00044868555,0.0000052414866,0.000008553137,0.015806695],"genre_scores_gemma":[0.99856937,0.00052958354,0.00009350094,0.00015155417,0.00048979645,0.000010966511,4.4142115e-7,0.000008967033,0.00014580038],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9957559,0.001931342,0.00079410255,0.00011398421,0.0010589686,0.0003457055],"domain_scores_gemma":[0.9975434,0.00047375227,0.0012233759,0.00019111676,0.0004547697,0.00011359099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005174379,0.00015023553,0.00039408793,0.0002737091,0.0005880962,0.000045077875,0.0017048897,0.00016185915,0.00012865647],"category_scores_gemma":[0.001269144,0.000110757566,0.00020483183,0.00053450826,0.00048773034,0.0015931277,0.00021628648,0.0021192047,0.000025171807],"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":[0.0004477402,0.0008078192,0.21705386,0.00015953244,0.00022986259,0.000012797859,0.5861383,0.0000389249,0.0046031624,0.14365819,0.035604127,0.011245694],"study_design_scores_gemma":[0.0014847311,0.0005348898,0.17996927,0.00030254436,0.0001668102,0.0000033001138,0.6954708,0.00002651804,0.0012545651,0.11634329,0.0041263597,0.00031690812],"about_ca_topic_score_codex":0.006130367,"about_ca_topic_score_gemma":0.00067097193,"teacher_disagreement_score":0.109332524,"about_ca_system_score_codex":0.0001960515,"about_ca_system_score_gemma":0.0002725839,"threshold_uncertainty_score":0.92673224},"labels":[],"label_agreement":null},{"id":"W2390403186","doi":"","title":"On the Principles of Relief of the Unexpected Disasters of All Kinds","year":2004,"lang":"en","type":"article","venue":"","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":"CAE (Canada)","funders":"","keywords":"China; Natural disaster; Order (exchange); Sustainable development; Political science; Emergency management; Economic growth; Law and economics; Business; Law; Sociology; Economics; Geography; Finance","score_opus":0.031419461933080664,"score_gpt":0.2791257165667249,"score_spread":0.24770625463364426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2390403186","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":[0.67954713,0.00000723062,0.000025538213,0.0023088278,0.000067828296,0.00013666703,8.125943e-7,0.0000062683084,0.3178997],"genre_scores_gemma":[0.9935035,0.000012656472,0.000039934766,0.00011696833,0.000009844841,0.000002100469,1.7372227e-7,0.0000023218515,0.006312485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99919945,0.00006908204,0.0001670716,0.00007965147,0.00037731894,0.000107426684],"domain_scores_gemma":[0.99949026,0.00009643544,0.00013601735,0.00022636523,0.000034521225,0.000016401178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024718014,0.000046238703,0.000081604536,0.000023357334,0.000070693786,0.000007763165,0.00050785707,0.000023412125,0.00009073085],"category_scores_gemma":[0.000116359646,0.000021110614,0.00006584979,0.00026901133,0.000608638,0.0000441355,0.00008594341,0.00003510758,0.0000029787666],"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":[0.000011190205,0.000111525536,0.0014505975,0.000011374133,0.000018600727,1.1251452e-7,0.020256938,0.0005158926,0.0011347112,0.97602755,0.0002407876,0.00022073477],"study_design_scores_gemma":[0.0028575864,0.0009907765,0.29760972,0.0011025931,0.00022790914,3.7021903e-7,0.41425237,0.00015187993,0.12367564,0.09820525,0.060176887,0.00074900663],"about_ca_topic_score_codex":0.0009824724,"about_ca_topic_score_gemma":0.0014209343,"teacher_disagreement_score":0.8778223,"about_ca_system_score_codex":0.000013473713,"about_ca_system_score_gemma":0.00004040685,"threshold_uncertainty_score":0.2242552},"labels":[],"label_agreement":null},{"id":"W2398112324","doi":"10.1017/dmp.2015.62","title":"Enhancing the Relevance of Incident Management Systems in Public Health Emergency Preparedness: A Novel Conceptual Framework","year":2015,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"George Brown College; Public Health Ontario; University of Toronto","funders":"","keywords":"Relevance (law); Emergency management; Preparedness; Incident management; Conceptual framework; Public health; Conceptual model; Medical emergency; Poison control; Computer science; Business; Computer security; Medicine; Political science; Sociology; Nursing","score_opus":0.12089526233602896,"score_gpt":0.38547443537109455,"score_spread":0.2645791730350656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398112324","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":[0.83752435,0.017100047,0.024761947,0.07581683,0.00645305,0.0047927746,0.000026875141,0.00020361801,0.033320475],"genre_scores_gemma":[0.99375504,0.002246324,0.00017972481,0.002049693,0.0004140204,0.00024832002,0.000019395577,0.000022129352,0.0010653333],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9939528,0.0012296586,0.0015085038,0.0006470335,0.0014313905,0.0012306203],"domain_scores_gemma":[0.99698067,0.00031785714,0.0008115559,0.0006445958,0.00029217987,0.00095316285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009299087,0.00027852017,0.0006891117,0.00031177493,0.00048581196,0.000110735054,0.00085121725,0.00011405246,0.000070242786],"category_scores_gemma":[0.0014316209,0.00019828441,0.00005224791,0.0014135729,0.0010767047,0.00070569257,0.00035909627,0.0002753906,0.0000060121406],"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":[0.000019706335,0.00022614076,0.0029311115,0.0005785391,0.000039095026,0.0000030115834,0.8825257,0.000014486258,0.0000011188569,0.09738963,0.008028047,0.008243421],"study_design_scores_gemma":[0.00069794455,0.00017377066,0.00084929995,0.00068082125,0.000007625688,0.0000020045175,0.79731727,0.0001069041,4.819848e-8,0.0005810061,0.19941653,0.00016678024],"about_ca_topic_score_codex":0.010745476,"about_ca_topic_score_gemma":0.009732789,"teacher_disagreement_score":0.19138849,"about_ca_system_score_codex":0.0005066253,"about_ca_system_score_gemma":0.0015035255,"threshold_uncertainty_score":0.99584204},"labels":[],"label_agreement":null},{"id":"W2399568143","doi":"10.20361/g2b616","title":"Drowned City: Hurricane Katrina and New Orleans by D. Brown","year":2016,"lang":"en","type":"article","venue":"The Deakin Review of Children s Literature","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tinker; Downtown; Hurricane katrina; History; Power (physics); Politics; Art history; Media studies; Law; Sociology; Political science; Geography; Archaeology; Natural disaster","score_opus":0.009426970727068168,"score_gpt":0.2731230267091173,"score_spread":0.26369605598204915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399568143","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15381074,0.64227456,0.00026460076,0.110745706,0.00042584297,0.0027267144,0.00015151844,0.00016746619,0.08943289],"genre_scores_gemma":[0.70116806,0.2496658,0.00020873662,0.006009196,0.00065008743,0.000017484892,0.000030655327,0.000025027874,0.042224962],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869066,0.0002250486,0.00023904258,0.00023173523,0.0003699465,0.00024356382],"domain_scores_gemma":[0.9992421,0.000095812924,0.00017136459,0.00033124303,0.000048561957,0.00011086989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061632995,0.00014050886,0.00026430495,0.000033973574,0.00018198807,0.000091260714,0.0005685495,0.00005899089,0.00027062264],"category_scores_gemma":[0.0001494672,0.00006536694,0.00009292658,0.0005005327,0.00033463837,0.00023378544,0.00010593123,0.000103189726,0.000014508439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023583334,0.00006709294,0.0077365194,0.0007726644,0.00010144436,0.0000030458252,0.004084673,2.748873e-8,0.00021280041,0.077913836,0.592446,0.3166383],"study_design_scores_gemma":[0.00030547084,0.000039908453,0.0067949025,0.007139581,0.00009173625,0.000004884047,0.000046741796,9.540475e-8,0.00005050205,0.0016032604,0.9837386,0.00018429493],"about_ca_topic_score_codex":0.00016673205,"about_ca_topic_score_gemma":0.00003397478,"teacher_disagreement_score":0.5473573,"about_ca_system_score_codex":0.000012859618,"about_ca_system_score_gemma":0.00004352773,"threshold_uncertainty_score":0.2963128},"labels":[],"label_agreement":null},{"id":"W2411544955","doi":"10.69554/qrwf3361","title":"The critical need for animal disaster response plans","year":2016,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Eagle Ridge Hospital","funders":"","keywords":"Preparedness; Disaster response; Resilience (materials science); Disaster preparedness; Disaster planning; Business; Emergency management; Disaster recovery; Emergency response; Environmental planning; Element (criminal law); Public relations; Environmental resource management; Political science; Medical emergency; Poison control; Human factors and ergonomics; Geography; Medicine","score_opus":0.025654813241689493,"score_gpt":0.34802807042482503,"score_spread":0.32237325718313553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411544955","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":[0.3677383,0.000030177178,0.01118449,0.2787801,0.00082271895,0.0005976236,0.000014924752,0.00014606536,0.34068558],"genre_scores_gemma":[0.8841026,0.0000074353843,0.000101291254,0.00028866125,0.00013104288,0.000020781927,8.258821e-8,0.0000032863688,0.115344845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992374,0.00012235316,0.000079096135,0.00011027279,0.00017400848,0.00027685295],"domain_scores_gemma":[0.9978491,0.0019430438,0.000010622867,0.00010499957,0.000030980704,0.00006123725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078119215,0.00004270057,0.00004008674,0.000014430788,0.0005688241,0.00012391526,0.00025468206,0.000025448659,0.0001822212],"category_scores_gemma":[0.0009282412,0.000018231602,0.00003817905,0.000055462526,0.000538553,0.0001651107,0.00004020882,0.000014860083,0.00010346946],"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":[0.0010519292,0.000025571791,0.0011280406,0.0000025956301,0.000006474096,0.0000012747266,0.003910938,2.9296535e-8,0.001466633,0.92962265,0.049341712,0.013442144],"study_design_scores_gemma":[0.0002596637,0.00010987468,0.0050364337,0.000010474228,0.0000069296048,1.2161347e-7,0.018730242,0.0000111621985,0.000083187224,0.007730643,0.96793264,0.00008860435],"about_ca_topic_score_codex":0.000022384604,"about_ca_topic_score_gemma":0.0005721881,"teacher_disagreement_score":0.921892,"about_ca_system_score_codex":0.000015347761,"about_ca_system_score_gemma":0.000029095658,"threshold_uncertainty_score":0.43749928},"labels":[],"label_agreement":null},{"id":"W241594902","doi":"10.1016/b978-0-08-097086-8.28060-4","title":"Disasters in Social, Cultural and Political Context","year":2015,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Preparedness; Emergency management; Psychological intervention; Disaster preparedness; Context (archaeology); Politics; Natural disaster; Political science; Environmental planning; Public relations; Sociology; Environmental resource management; Geography; Psychology; Economics","score_opus":0.06101108766860124,"score_gpt":0.33351342521722527,"score_spread":0.272502337548624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W241594902","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00064622686,0.0006930323,2.0189539e-7,0.00083817483,0.00024552798,0.000368122,0.000008146204,0.00003523872,0.9971653],"genre_scores_gemma":[0.07066263,0.00006172697,0.000009299508,0.00037923263,0.00043113416,0.0000101522455,0.000004897693,0.00001998281,0.92842096],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844205,0.00006692845,0.00024942964,0.0003240244,0.0004551001,0.00046247392],"domain_scores_gemma":[0.99947786,0.000039292143,0.00008760024,0.00011792199,0.000062520274,0.00021479881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034708154,0.00022391585,0.00033638507,0.00009675737,0.0002312702,0.00015370605,0.0002667833,0.0002382967,0.000100113175],"category_scores_gemma":[0.000029703482,0.00019459825,0.00008296341,0.00001538053,0.0012353996,0.00011078674,0.00015933267,0.00024783277,0.00009416469],"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":[0.0000055701003,0.0000037362302,0.00003191313,0.000017987522,0.000012273586,0.000013077064,0.0065159514,1.0895263e-8,2.6652586e-7,0.54607004,0.0019014014,0.44542775],"study_design_scores_gemma":[0.00021644487,0.000017048913,0.000050388626,0.00011785975,0.00002941605,5.9359974e-7,0.00813771,4.9216214e-7,1.3947177e-7,0.035590097,0.95558596,0.00025385723],"about_ca_topic_score_codex":0.000029311686,"about_ca_topic_score_gemma":0.0014475576,"teacher_disagreement_score":0.95368457,"about_ca_system_score_codex":0.00016068641,"about_ca_system_score_gemma":0.000112882146,"threshold_uncertainty_score":0.79354864},"labels":[],"label_agreement":null},{"id":"W2417497135","doi":"10.69554/mvpu7866","title":"Evolving emergency programme models","year":2010,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency management; Context (archaeology); Construct (python library); Value (mathematics); Political science; Business; Public relations; Knowledge management; Process management; Computer science; Geography","score_opus":0.03328559033405449,"score_gpt":0.3107012969347198,"score_spread":0.27741570660066533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417497135","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06925488,0.0000126518225,0.0018835154,0.0009219263,0.0007333133,0.00013398174,9.033156e-8,0.00012400109,0.9269356],"genre_scores_gemma":[0.90512216,0.000021062646,0.0012504735,0.000031698426,0.00017620652,0.0000085325455,3.0367266e-7,0.0000030451508,0.09338651],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993185,0.000015968424,0.000075565484,0.00011521,0.00021503313,0.00025972302],"domain_scores_gemma":[0.9997462,0.0000073604433,0.000018529036,0.00010605438,0.000039445138,0.00008239454],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027330354,0.00004097453,0.000039040395,0.000026938105,0.00025726555,0.00006990483,0.00025183728,0.00003287588,0.002960796],"category_scores_gemma":[0.000044050445,0.000033071115,0.000029828821,0.00016392116,0.00009176767,0.0004085409,0.000043891585,0.000064906526,0.00013405715],"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":[7.4782025e-7,0.000037164158,0.0073505733,0.000004140096,0.0000045049674,0.0000016635099,0.004738655,0.0000092424,0.00029521465,0.9311964,0.01587243,0.040489294],"study_design_scores_gemma":[0.00023703108,0.000034844645,0.007922754,0.000007879463,0.000020284648,3.2035575e-7,0.02948449,0.009401619,0.00004588115,0.24117151,0.7111578,0.00051558163],"about_ca_topic_score_codex":0.0007184286,"about_ca_topic_score_gemma":0.006383366,"teacher_disagreement_score":0.8358673,"about_ca_system_score_codex":0.000004935501,"about_ca_system_score_gemma":0.000022893772,"threshold_uncertainty_score":0.9979506},"labels":[],"label_agreement":null},{"id":"W2425582045","doi":"10.69554/xzkm6817","title":"Operation Windshield and the simplification of emergency management","year":2016,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency management; Emergency response; Competence (human resources); Preparedness; Crisis management; Situation awareness; Computer science; Business; Operations management; Process management; Engineering; Medical emergency; Political science; Medicine; Management","score_opus":0.016400623601628056,"score_gpt":0.29792618315135305,"score_spread":0.281525559549725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2425582045","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":[0.08023506,0.000052395495,0.009972739,0.016818453,0.00020850365,0.0003788571,3.2108818e-7,0.000021091915,0.8923126],"genre_scores_gemma":[0.9591361,0.0007636683,0.00006324531,0.000043704586,0.000024399042,0.000007821995,1.2621288e-7,9.469671e-7,0.03995993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962413,0.000045622586,0.00008275279,0.00006618811,0.00012264051,0.000058642607],"domain_scores_gemma":[0.9998418,0.000024746329,0.000027710039,0.000077481505,0.000015369113,0.000012880141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034406202,0.00002258046,0.000029981637,0.000016426982,0.000120233104,0.000012635546,0.00010275858,0.000010371769,0.0004304019],"category_scores_gemma":[0.000016471187,0.000009925449,0.000012263808,0.00006522652,0.00014023937,0.00012486473,0.000029569837,0.000006253811,0.000016047074],"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":[0.000006972412,0.000007226245,0.001472669,0.0000038505545,0.0000055886876,3.575699e-8,0.0018650132,4.7411993e-7,0.000106953295,0.9422134,0.0015752047,0.052742597],"study_design_scores_gemma":[0.0048884745,0.00010679925,0.22220406,0.00010256838,0.00016959182,1.6954661e-7,0.106041014,0.00029849462,0.0013270003,0.21371749,0.45058417,0.0005601616],"about_ca_topic_score_codex":0.00009330007,"about_ca_topic_score_gemma":0.00021758978,"teacher_disagreement_score":0.8789011,"about_ca_system_score_codex":0.0000038975927,"about_ca_system_score_gemma":0.0000027546773,"threshold_uncertainty_score":0.4712599},"labels":[],"label_agreement":null},{"id":"W2427175439","doi":"","title":"Jungle aid...the story continues.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Jungle; History; Geography; Archaeology","score_opus":0.017834304408359362,"score_gpt":0.2247209523606268,"score_spread":0.20688664795226744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2427175439","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19093347,0.00020518212,0.00001633818,0.012506904,0.0007400251,0.00093141006,2.8787963e-7,0.0000794089,0.79458696],"genre_scores_gemma":[0.79215336,0.000016236463,0.000008942347,0.00050624623,0.00015385215,0.0003820597,2.4372787e-7,0.0000029909017,0.2067761],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992287,0.000079280246,0.00005939679,0.0001022845,0.00022265238,0.00030767836],"domain_scores_gemma":[0.99968964,0.000046147317,0.00003154452,0.00012867522,0.00002836568,0.00007564007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049975776,0.000042671087,0.000048168757,0.000021416703,0.0003376369,0.00014972873,0.0003481157,0.000023869407,0.00025816602],"category_scores_gemma":[0.00008719549,0.000028495617,0.000030370924,0.00012786253,0.00029462265,0.00025092153,0.000052128453,0.00005978664,0.00041456128],"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":[0.0000012263457,0.000028713783,0.0080490075,0.000003750481,0.000012194886,9.107071e-7,0.006232734,0.0000010049598,0.0000021714022,0.016041385,0.33821934,0.63140756],"study_design_scores_gemma":[0.0000600165,0.0000012242705,0.2982778,8.2355933e-7,0.0000037994294,2.126445e-8,0.0037228842,0.0000018486828,0.0000027531764,0.0007833376,0.6971023,0.000043228174],"about_ca_topic_score_codex":0.00050703465,"about_ca_topic_score_gemma":0.0004408051,"teacher_disagreement_score":0.63136435,"about_ca_system_score_codex":0.000023974268,"about_ca_system_score_gemma":0.0000105897425,"threshold_uncertainty_score":0.5328485},"labels":[],"label_agreement":null},{"id":"W2434378327","doi":"10.1016/j.electstud.2016.06.003","title":"Come hell or high water: An investigation of the effects of a natural disaster on a local election","year":2016,"lang":"en","type":"article","venue":"Electoral Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Université Laval","funders":"","keywords":"Natural disaster; Turnout; Flood myth; Flooding (psychology); Natural (archaeology); Population; Political science; Geography; Demography; Sociology; Psychology; Voting; Politics; Law","score_opus":0.01753247608198083,"score_gpt":0.2939381396653146,"score_spread":0.2764056635833338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2434378327","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":[0.99795645,0.00012173996,0.000018061635,0.0009756705,0.0005773301,0.00023829319,5.446557e-7,0.000019488069,0.00009243321],"genre_scores_gemma":[0.99544084,0.000025701693,0.0000064569385,0.0000750084,0.00008014719,0.000011655444,3.634207e-7,0.0000040218124,0.0043558166],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99906707,0.00020153525,0.00012693925,0.0001294504,0.0002895724,0.00018544054],"domain_scores_gemma":[0.9995979,0.00013530224,0.00007033191,0.00009955591,0.000072776646,0.000024141984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015557422,0.00007874097,0.00013885762,0.000035544985,0.00019658008,0.000010579417,0.00016863276,0.000026166645,0.000009220802],"category_scores_gemma":[0.00010102705,0.000029883935,0.000037984235,0.00020115156,0.0006853972,0.00017468905,0.000058837006,0.000039530245,0.000005406958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012274798,0.0004659317,0.34731898,0.0008599179,0.0005846948,0.000006204752,0.092055015,0.000014432816,0.4366841,0.020641157,0.0057324744,0.0944096],"study_design_scores_gemma":[0.0017997609,0.0029781496,0.35369977,0.000953197,0.00013805933,4.683004e-7,0.005756214,0.000017870965,0.6245246,0.006780293,0.002901281,0.00045031108],"about_ca_topic_score_codex":0.0006996079,"about_ca_topic_score_gemma":0.0083832415,"teacher_disagreement_score":0.1878405,"about_ca_system_score_codex":0.000069864895,"about_ca_system_score_gemma":0.000017753406,"threshold_uncertainty_score":0.46780455},"labels":[],"label_agreement":null},{"id":"W2439011464","doi":"10.5334/sta.414","title":"Toward a Realistic and Responsible Idea of Stabilisation","year":2016,"lang":"en","type":"article","venue":"Stability International Journal of Security and Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vision; Politics; Conceptual framework; Political science; Fragility; Positive economics; Public relations; Political economy; Sociology; Economics; Social science; Law","score_opus":0.04437972041551541,"score_gpt":0.3112117778228833,"score_spread":0.2668320574073679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2439011464","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":[0.9927049,0.00009375145,0.0007527021,0.0038253865,0.00024091483,0.00007853219,0.000005632389,0.0000043841574,0.0022937676],"genre_scores_gemma":[0.9985584,0.000365813,0.0009677486,0.000028229042,0.00004545499,0.000001114094,5.3955137e-7,0.0000016478996,0.000031046155],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988132,0.000115727256,0.0003589088,0.00009663157,0.0005241197,0.000091371214],"domain_scores_gemma":[0.9990296,0.00023513897,0.00020848887,0.000044240656,0.00040791096,0.00007463874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015275995,0.000052919073,0.00011208371,0.000100305115,0.00006641395,0.000038269372,0.00016358099,0.000030311674,0.000116487034],"category_scores_gemma":[0.0006194544,0.000036281417,0.00002154171,0.000052474876,0.0003358678,0.00032436082,0.00007680818,0.0000415039,8.4451506e-7],"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":[0.0012018447,0.00043392897,0.23831668,0.00016799048,0.00022998895,0.00002397164,0.53892106,0.0000018242904,0.0027541025,0.07267011,0.00020119028,0.14507732],"study_design_scores_gemma":[0.0042624567,0.00047504078,0.4939912,0.0009846294,0.00006190195,0.000027412396,0.2381376,0.000018090886,0.013839214,0.18064827,0.066927835,0.00062633306],"about_ca_topic_score_codex":0.0000693525,"about_ca_topic_score_gemma":0.00028934414,"teacher_disagreement_score":0.30078343,"about_ca_system_score_codex":0.00009530101,"about_ca_system_score_gemma":0.00031032975,"threshold_uncertainty_score":0.14795132},"labels":[],"label_agreement":null},{"id":"W24617981","doi":"10.1111/1346-8138.12432","title":"Crisis crunch in Canada","year":2009,"lang":"en","type":"article","venue":"Fleischwirtschaft international","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crunch; Credit crunch; Economics; Financial system; Keynesian economics; Medicine","score_opus":0.009408569824334311,"score_gpt":0.2811323391116504,"score_spread":0.2717237692873161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W24617981","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":[0.2802814,0.000043757045,0.00013386649,0.028787032,0.0014400809,0.00012294728,0.000005055414,0.00003243408,0.68915343],"genre_scores_gemma":[0.9865522,0.000034067874,0.0001306555,0.0018516352,0.00022721419,0.0000044001104,0.0000054933275,0.0000027949586,0.011191531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998839,0.00004075221,0.00015774374,0.00016681067,0.0005645679,0.00023108251],"domain_scores_gemma":[0.99972606,0.000024989093,0.000040439387,0.000090597845,0.000050299735,0.0000675895],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019618847,0.00006717337,0.000073945266,0.00009867556,0.00009478742,0.000069679176,0.00045795762,0.000024537354,0.0011916496],"category_scores_gemma":[0.000055350465,0.00006718718,0.0000264546,0.0001791595,0.000027689895,0.00026312025,0.00003233018,0.000082949075,0.000056577268],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051916246,0.00019567083,0.1382904,0.0000046025243,0.000034039665,0.00015305245,0.0076092216,0.0006323813,0.00008846851,0.49058074,0.31362095,0.04873856],"study_design_scores_gemma":[0.00032107704,0.000015507694,0.2031128,0.000022423756,0.000003579269,7.6424317e-7,0.008654638,0.00044009017,0.000031255557,0.0051557366,0.78203505,0.0002070639],"about_ca_topic_score_codex":0.82378554,"about_ca_topic_score_gemma":0.9635357,"teacher_disagreement_score":0.7062708,"about_ca_system_score_codex":0.00034662278,"about_ca_system_score_gemma":0.00047908007,"threshold_uncertainty_score":0.9997214},"labels":[],"label_agreement":null},{"id":"W2461994253","doi":"10.1108/jec-01-2015-0005","title":"Community resilience to natural disasters: the role of disaster entrepreneurship","year":2017,"lang":"en","type":"article","venue":"Journal of Enterprising Communities People and Places in the Global Economy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":108,"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","funders":"","keywords":"Entrepreneurship; Typology; Natural disaster; Originality; Business; Community resilience; Disaster recovery; Disaster risk reduction; Resilience (materials science); Public relations; Sociology; Economics; Resource (disambiguation); Economic growth; Political science; Qualitative research; Finance","score_opus":0.015872774572174925,"score_gpt":0.2990166435717575,"score_spread":0.28314386899958255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2461994253","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":[0.9246081,0.00045514156,0.000022749658,0.0033103498,0.0002756924,0.00013379643,0.0000060246266,0.0000026186362,0.07118553],"genre_scores_gemma":[0.9992338,0.00013986151,0.000037045917,0.00040647376,0.00006931804,0.0000021206945,7.14452e-7,0.0000026593145,0.00010802337],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99805677,0.0011171652,0.0003444774,0.000055612378,0.00020752824,0.00021846502],"domain_scores_gemma":[0.9981075,0.0007183911,0.00046843095,0.0005888042,0.00006302685,0.00005382827],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022049423,0.000106127656,0.00021569624,0.000054057564,0.0014364431,0.00071227155,0.0027594112,0.000031363423,0.0000143806055],"category_scores_gemma":[0.00021159979,0.00006481137,0.000077646066,0.000088935354,0.00078942714,0.0007417849,0.0005374089,0.0003656021,0.0000015909002],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018481717,0.000110241424,0.57886446,0.000024145496,0.000036185138,0.0000022383454,0.40289754,0.00010382297,0.0000028606314,0.007698275,0.00038486804,0.009690551],"study_design_scores_gemma":[0.00029191436,0.00012878908,0.09515777,0.00028967703,0.000030357049,0.000016644426,0.8710335,0.00006640347,0.000008469165,0.014153059,0.018710079,0.00011332782],"about_ca_topic_score_codex":0.007908049,"about_ca_topic_score_gemma":0.04921074,"teacher_disagreement_score":0.48370668,"about_ca_system_score_codex":0.00005240363,"about_ca_system_score_gemma":0.00004533281,"threshold_uncertainty_score":0.99986356},"labels":[],"label_agreement":null},{"id":"W246329691","doi":"","title":"Insurmountable Opportunities. Editorial.","year":2001,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education","score_opus":0.19054102293920272,"score_gpt":0.45477792407699086,"score_spread":0.26423690113778814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W246329691","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13649331,0.00026299412,0.0000013347529,0.03468118,0.01055094,0.00008206257,3.3649718e-7,4.6014082e-7,0.81792736],"genre_scores_gemma":[0.40856716,0.0017482813,0.000035071473,0.00011278147,0.030927788,0.0000057261905,0.0000018821096,0.0000068986637,0.5585944],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975641,0.00030546958,0.00024968368,0.000091702306,0.001434385,0.00035469834],"domain_scores_gemma":[0.9929789,0.005565022,0.000109079345,0.000108451844,0.0009950907,0.00024350901],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002390711,0.00005151398,0.000094118004,0.00029951677,0.00053859904,0.00018534162,0.0005883731,0.00005182461,0.01796216],"category_scores_gemma":[0.0058275643,0.00004431256,0.00005270362,0.0004988042,0.000386129,0.0006342425,0.00005489832,0.00025768005,0.0003250687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003565302,0.00019928269,0.01640879,0.00000527456,0.000021852402,0.0000015141491,0.0032160184,0.000004410063,0.000024174444,0.14780195,0.8307415,0.0015395771],"study_design_scores_gemma":[0.00012195755,0.000050482253,0.0026153743,0.000028012866,0.000005314667,0.0000046434734,0.008925916,0.0000011158895,0.00000310578,0.003786663,0.9844076,0.00004982935],"about_ca_topic_score_codex":0.004421902,"about_ca_topic_score_gemma":0.003275943,"teacher_disagreement_score":0.27207384,"about_ca_system_score_codex":0.00016153566,"about_ca_system_score_gemma":0.0019358916,"threshold_uncertainty_score":0.98293555},"labels":[],"label_agreement":null},{"id":"W2463664957","doi":"10.14288/1.0102549","title":"Are We Planning a Disaster Resilient Region? An Evaluation of Official Community Plans in Metro Vancouver","year":2016,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Business; Computer security; Transport engineering; Geography; Public administration; Political science; Computer science; Engineering","score_opus":0.053248029440666665,"score_gpt":0.27190951635117333,"score_spread":0.21866148691050666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463664957","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":[0.9910908,0.000028653732,0.00019672868,0.0001108279,0.00018737614,0.0002642227,0.000031501106,0.000021655243,0.008068263],"genre_scores_gemma":[0.9991389,0.000027178867,0.000029946927,0.000013846022,0.000028370212,5.7330914e-7,0.0000022084012,0.0000046734026,0.0007543073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814075,0.0007342678,0.00013119794,0.0001931481,0.0005967528,0.0002038792],"domain_scores_gemma":[0.9991316,0.00009215526,0.00023851822,0.00023921073,0.0002263476,0.0000721268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011583248,0.00003388424,0.00018076535,0.00008402729,0.00033119848,0.000035546873,0.00044945054,0.00007439219,0.00008939098],"category_scores_gemma":[0.00015161837,0.000081130165,0.000055229004,0.00031342937,0.0005165823,0.00045929753,0.00011692908,0.00008801124,0.000002699604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063578926,0.0005213321,0.60329574,0.000056986242,0.000026882906,0.000039458435,0.018227704,0.00012631944,0.00003399536,0.000018930898,0.009199238,0.36838982],"study_design_scores_gemma":[0.00082179776,0.000047790385,0.8331943,0.00038525715,0.000029994402,1.2249815e-7,0.16417679,0.00006994684,3.3680823e-7,0.00064189715,0.0005396682,0.00009206904],"about_ca_topic_score_codex":0.11071265,"about_ca_topic_score_gemma":0.9791947,"teacher_disagreement_score":0.86848205,"about_ca_system_score_codex":0.00014345997,"about_ca_system_score_gemma":0.00008616257,"threshold_uncertainty_score":0.8952092},"labels":[],"label_agreement":null},{"id":"W2466867753","doi":"","title":"Terror in Schools","year":2006,"lang":"en","type":"article","venue":"Teacher: The National Education Magazine","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Miller; Sister; History; Shot (pellet); Geography; Political science; Law","score_opus":0.022551755788253997,"score_gpt":0.3476459512599841,"score_spread":0.32509419547173013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466867753","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":[0.16151196,0.00011660474,0.00003060649,0.049981132,0.00032035264,0.00027533819,0.0000011745609,0.000043988297,0.78771883],"genre_scores_gemma":[0.83231187,0.000006414739,0.00018418168,0.0005853142,0.0006623487,0.000042598436,0.000012991345,0.000003881722,0.16619043],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990071,0.00012589674,0.00014585731,0.00012402459,0.0004538133,0.00014328552],"domain_scores_gemma":[0.9997089,0.00003741676,0.000056748926,0.00006724967,0.000104766856,0.000024933091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000870281,0.0000552823,0.00004676384,0.00011210336,0.0001944096,0.00008683758,0.00026673367,0.00003202823,0.00061933615],"category_scores_gemma":[0.00022050177,0.000042682914,0.000024180194,0.00041755667,0.00010334117,0.00023777365,0.000021454443,0.000109783956,0.0005594296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007637371,0.0006103188,0.046313506,0.00000615313,0.000005313853,2.2645017e-7,0.0048685493,0.00018876068,0.00023452957,0.3953302,0.5369739,0.015460909],"study_design_scores_gemma":[0.00013008114,0.0000040451105,0.35387254,0.000010401045,0.000003579614,2.5826327e-7,0.004057511,0.000075109696,0.0000036688225,0.03887327,0.60288596,0.000083585524],"about_ca_topic_score_codex":0.0005762756,"about_ca_topic_score_gemma":0.0017549114,"teacher_disagreement_score":0.6707999,"about_ca_system_score_codex":0.00016744478,"about_ca_system_score_gemma":0.00036479393,"threshold_uncertainty_score":0.7190522},"labels":[],"label_agreement":null},{"id":"W2468336879","doi":"","title":"The gender fault line of Haiti s 2010 earthquake: The fight for women s bodies","year":2014,"lang":"en","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; United Nations Development Programme; Pan American Health Organization; Universitetet i Oslo; United States Agency for International Development; United Nations Population Fund; Strong; World Health Organization; United Nations","keywords":"Seismology; Line (geometry); Political science; Fault (geology); Gender studies; Geography; Geology; Sociology","score_opus":0.046279894629648856,"score_gpt":0.32084909608476714,"score_spread":0.27456920145511826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468336879","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19117917,0.0006790778,0.001374138,0.0069347923,0.00090126845,0.0038644057,0.00033793782,0.0000500833,0.7946791],"genre_scores_gemma":[0.4127815,0.0023085654,0.0002500338,0.000026128168,0.00019784781,0.000020479678,0.00018160001,0.000018254523,0.5842156],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971894,0.00067578885,0.00014893779,0.00027964005,0.0011055894,0.00060064055],"domain_scores_gemma":[0.9971253,0.0016654725,0.00020808425,0.00036825417,0.0005173003,0.00011556293],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026237443,0.00012262439,0.00023623655,0.00023260541,0.002405932,0.000073019146,0.0016398813,0.00010277173,0.00019915281],"category_scores_gemma":[0.0005175488,0.00008890756,0.00017641511,0.00025547028,0.0018810038,0.00014024606,0.0002108332,0.00038423517,0.000031755433],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001667812,0.00021924375,0.0003191273,0.0010776438,0.0005447338,0.000011982472,0.42607936,0.000042138858,0.00059040915,0.143926,0.3164729,0.109048665],"study_design_scores_gemma":[0.00032333963,0.00017393242,0.014662122,0.00007073178,0.000023896628,4.5350326e-8,0.30331978,0.00021031854,0.000020905627,0.027524754,0.65354544,0.000124739],"about_ca_topic_score_codex":0.0017142298,"about_ca_topic_score_gemma":0.039808404,"teacher_disagreement_score":0.33707255,"about_ca_system_score_codex":0.000044212164,"about_ca_system_score_gemma":0.00031793315,"threshold_uncertainty_score":0.9988928},"labels":[],"label_agreement":null},{"id":"W2469312848","doi":"10.1109/tsmc.2015.2484281","title":"A Lightweight Social Computing Approach to Emergency Management Policy Selection","year":2015,"lang":"en","type":"article","venue":"IEEE Transactions on Systems Man and Cybernetics Systems","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"Program for New Century Excellent Talents in University; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Computer science; Agile software development; Emergency management; Selection (genetic algorithm); Management science; Process management; Risk analysis (engineering); Operations research; Artificial intelligence; Software engineering; Engineering; Business; Political science","score_opus":0.03403588991916583,"score_gpt":0.29301210852265064,"score_spread":0.2589762186034848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469312848","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":[0.033687945,0.00026173267,0.40930974,0.0005414323,0.0047256732,0.0023156384,0.000011599192,0.0003649078,0.54878134],"genre_scores_gemma":[0.9440283,0.000079396654,0.00011504707,0.000036402424,0.00076480897,0.00010019336,0.0000013881718,0.000025177991,0.054849274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99747187,0.00035646415,0.000448513,0.00045588284,0.0007697067,0.0004975447],"domain_scores_gemma":[0.99919397,0.000017130753,0.00013417528,0.00016945148,0.00013427481,0.00035102834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074351707,0.00022749884,0.0002831527,0.00040763096,0.00084788736,0.00035524776,0.00028427085,0.00013029273,0.0000051738],"category_scores_gemma":[0.0000033512258,0.00021915312,0.00007579462,0.0009021534,0.00008978012,0.00014428419,0.0000069939233,0.00013285819,0.00010640281],"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":[0.00017483045,0.0016034545,0.00060076587,0.001662475,0.0007816986,0.000019385543,0.19436526,0.08223418,0.00012265361,0.63361925,0.054270107,0.030545939],"study_design_scores_gemma":[0.0026844642,0.0006467162,0.0014277356,0.000587741,0.0004038901,0.000041143918,0.28284737,0.04576423,0.00005410308,0.00039836182,0.6629332,0.0022111037],"about_ca_topic_score_codex":0.0036275254,"about_ca_topic_score_gemma":0.00023041731,"teacher_disagreement_score":0.91034037,"about_ca_system_score_codex":0.0002560437,"about_ca_system_score_gemma":0.00004981315,"threshold_uncertainty_score":0.89368045},"labels":[],"label_agreement":null},{"id":"W2469907644","doi":"","title":"Flu shots--national and provincial/territorial trends.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Statistics Canada","funders":"","keywords":"Geography","score_opus":0.01676437008711941,"score_gpt":0.2476337703097693,"score_spread":0.2308694002226499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469907644","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":[0.080895595,0.00005581022,0.000011157875,0.0020620849,0.0013362416,0.00024168073,0.0000040043565,0.00006502627,0.9153284],"genre_scores_gemma":[0.9400967,0.0000045295997,0.000028852477,0.00006288248,0.0028196452,0.00016538084,0.000003987141,0.0000031769137,0.056814853],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999125,0.000029754221,0.00008504321,0.00013824024,0.0003936095,0.00022834305],"domain_scores_gemma":[0.9998311,0.000019153516,0.000029149287,0.000039236005,0.00002812783,0.000053257605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033326447,0.00004793884,0.000051720144,0.00006246162,0.00019891672,0.00014023943,0.00011399968,0.000034291075,0.000050195868],"category_scores_gemma":[0.00003901888,0.00004347099,0.000020854986,0.00014712154,0.00015130326,0.00021253746,0.000031536878,0.000029109255,0.000009000652],"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":[0.000026168158,0.00012852033,0.027776333,0.000010058355,0.000013161457,0.0000050085996,0.0015072903,0.000006935823,0.000008000912,0.2287269,0.23000641,0.5117852],"study_design_scores_gemma":[0.0001722374,0.0000026546263,0.47141367,7.8016075e-7,0.0000048522356,9.101931e-8,0.00014532222,0.000006254732,0.0000048282654,0.0039413027,0.524239,0.000069006244],"about_ca_topic_score_codex":0.0013268563,"about_ca_topic_score_gemma":0.0037288726,"teacher_disagreement_score":0.8592011,"about_ca_system_score_codex":0.000043060038,"about_ca_system_score_gemma":0.000024563336,"threshold_uncertainty_score":0.20807984},"labels":[],"label_agreement":null},{"id":"W2472711810","doi":"","title":"Les Mises En Scène De La « Crise » à Travers Les Discours Publics Et Les Médias : Le Cas De La « Crise Décrétée » Des Services Publics Au Canada","year":2016,"lang":"fr","type":"article","venue":"Dutch Crossing","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Publics; Humanities; Art; Law","score_opus":0.030576339821400077,"score_gpt":0.33785369552434397,"score_spread":0.3072773557029439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472711810","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":[0.884363,0.0022554453,0.0014122081,0.020704327,0.0005017384,0.00018153117,0.000075462725,0.000095289615,0.09041103],"genre_scores_gemma":[0.9745968,0.0012562363,0.0007805546,0.00034484695,0.00042331498,0.000015904392,0.0000069269213,0.00005361598,0.022521775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99541867,0.0015288857,0.00041389506,0.00056327507,0.0007221319,0.0013531358],"domain_scores_gemma":[0.99727243,0.0014843321,0.00026060513,0.00032813102,0.00015430171,0.0005001859],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0024995944,0.0004138407,0.00034512996,0.00014358705,0.0035930704,0.0041516004,0.0010132908,0.00039014607,0.00022930447],"category_scores_gemma":[0.00055840897,0.00034465562,0.00016289175,0.0005670057,0.0056884303,0.0020688723,0.00027360168,0.00036640756,0.00000730459],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049249582,0.0004099447,0.34136993,0.0007573111,0.00017391006,0.0003130745,0.14966276,0.000499518,0.0007988774,0.12083749,0.007557865,0.37757006],"study_design_scores_gemma":[0.00081266847,0.000034387267,0.2717846,0.00086069375,0.00014890033,0.000021500005,0.20719056,0.0002747589,0.00046025,0.0047406233,0.51288646,0.00078462134],"about_ca_topic_score_codex":0.9436801,"about_ca_topic_score_gemma":0.9273493,"teacher_disagreement_score":0.5053286,"about_ca_system_score_codex":0.0012100127,"about_ca_system_score_gemma":0.0049447627,"threshold_uncertainty_score":0.9999005},"labels":[],"label_agreement":null},{"id":"W2477559308","doi":"10.2495/safe-v6-n2-85-95","title":"From risk management to quantitative disaster resilience – a paradigm shift","year":2016,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Paradigm shift; Resilience (materials science); Risk management; Emergency management; Risk analysis (engineering); Environmental resource management; Environmental planning; Business; Geography; Political science; Environmental science","score_opus":0.0073452784680929075,"score_gpt":0.2711999456503848,"score_spread":0.2638546671822919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477559308","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":[0.7181808,0.00039923607,0.254105,0.016112164,0.0022895357,0.00021018171,0.000059106722,0.00003492827,0.008609066],"genre_scores_gemma":[0.9965981,0.0012233902,0.0016842124,0.00006961595,0.00026511739,0.0000012331324,4.2060776e-7,0.000004540095,0.00015334571],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989703,0.000042791813,0.0002515854,0.00012260901,0.00046709887,0.00014559775],"domain_scores_gemma":[0.99945194,0.00019989882,0.00011636381,0.00006063833,0.000048694157,0.00012248574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041824605,0.00007723385,0.00010933256,0.00013762299,0.000072476985,0.00008114196,0.0003883908,0.0000256888,0.00006354662],"category_scores_gemma":[0.00012828023,0.000055663113,0.00005015331,0.000088641194,0.00006886554,0.0004571045,0.00009705879,0.00007364881,0.000014568338],"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":[0.00076283864,0.00011558542,0.006060226,0.000014607117,0.0005379152,0.00020633648,0.10674742,0.0024568138,0.00016314848,0.805071,0.0005453106,0.07731879],"study_design_scores_gemma":[0.003267708,0.00034476095,0.15665427,0.0020527896,0.00014574143,0.0000110982055,0.023871029,0.001365433,0.00012912093,0.123865835,0.6874211,0.00087109715],"about_ca_topic_score_codex":0.00012245345,"about_ca_topic_score_gemma":0.00012233816,"teacher_disagreement_score":0.6868758,"about_ca_system_score_codex":0.000067286506,"about_ca_system_score_gemma":0.00001277846,"threshold_uncertainty_score":0.2269876},"labels":[],"label_agreement":null},{"id":"W2478803946","doi":"10.4018/978-1-61520-789-3.ch026","title":"Surviving with SMS","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","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":"University of Toronto","funders":"","keywords":"Mobile phone; Phone; Computer security; Medical emergency; Mobile telephony; Internet privacy; Computer science; Telecommunications; Medicine; Mobile radio","score_opus":0.01580165334137687,"score_gpt":0.2609413863336937,"score_spread":0.2451397329923168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2478803946","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038957444,0.00005101797,0.00006242333,0.00012024752,0.0006795376,0.00030041384,0.000012619509,0.00014044195,0.99824375],"genre_scores_gemma":[0.1357245,0.0000057594716,0.00023496171,0.00021684599,0.0004686888,0.0000056004287,0.0000011158394,0.00002244662,0.86332005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843556,0.000020819994,0.00015600621,0.0003613494,0.0006575263,0.00036873526],"domain_scores_gemma":[0.99929214,0.00002656341,0.00013917775,0.00031018798,0.00007413444,0.00015778799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002227217,0.00023867088,0.0002318837,0.000038986003,0.0003694317,0.00021432404,0.00054579636,0.00030606662,0.0002662365],"category_scores_gemma":[0.000014042103,0.00019650471,0.00009095684,0.000019780606,0.0006067805,0.00006885604,0.00012615697,0.00026710614,0.0003017721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008335944,0.000003644953,0.000115666204,0.000010115247,0.000029001108,0.000032924334,0.00053198036,2.4223772e-7,0.0000030020988,0.9922411,0.0007087147,0.0063152825],"study_design_scores_gemma":[0.0001442575,0.000045165965,0.00012521903,0.00016138061,0.00006368129,0.0000020122438,0.0003491236,5.0574795e-7,0.0000037275574,0.24665885,0.7520149,0.00043118006],"about_ca_topic_score_codex":0.0009288206,"about_ca_topic_score_gemma":0.026557181,"teacher_disagreement_score":0.7513062,"about_ca_system_score_codex":0.00008495669,"about_ca_system_score_gemma":0.00021032983,"threshold_uncertainty_score":0.99120563},"labels":[],"label_agreement":null},{"id":"W2483220431","doi":"10.1108/s2040-7262(2009)0000001022","title":"Chapter 18 Recovery from typhoon damages in Toyooka","year":2009,"lang":"en","type":"book-chapter","venue":"Community, environment and disaster risk management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Typhoon; Landfall; Damages; Storm; Quarter (Canadian coin); Meteorology; Geography; Tropical cyclone scales; Climatology; History; Engineering; Cyclone (programming language); Archaeology; Geology; Political science","score_opus":0.027845745365376227,"score_gpt":0.24766618101891036,"score_spread":0.21982043565353412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483220431","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008048151,0.0022944757,0.000087639055,0.00042020436,0.0002472583,0.0009407355,0.00003903933,0.0000661327,0.9878564],"genre_scores_gemma":[0.060405083,0.08810642,0.00042136168,0.0005520187,0.00023405891,0.000034757566,0.00016057234,0.000069477,0.85001624],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737686,0.0003445624,0.00051363435,0.0005788658,0.0006804435,0.000505654],"domain_scores_gemma":[0.9982328,0.00014680228,0.00031888168,0.0011090199,0.000007936413,0.00018459684],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00084870186,0.0005503957,0.0004969577,0.00032599244,0.0007788717,0.00022681722,0.0010037142,0.00026098444,0.00291399],"category_scores_gemma":[0.000009319285,0.0005597268,0.00016068327,0.000041962565,0.0006646605,0.0003583491,0.001513598,0.0008273371,0.00046416954],"study_design_candidate":"design_other","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":[0.00012240025,0.00030413936,0.0035568257,0.00009670793,0.0003162411,0.00007824121,0.013619764,0.00006755721,0.0000016811285,0.11241361,0.004826158,0.86459666],"study_design_scores_gemma":[0.00065706077,0.00013400026,0.012711024,0.00032938714,0.00026251152,1.4679439e-7,0.006867333,0.000010301756,5.701158e-7,0.13214861,0.846164,0.0007150752],"about_ca_topic_score_codex":0.0012849214,"about_ca_topic_score_gemma":0.0028354926,"teacher_disagreement_score":0.8638816,"about_ca_system_score_codex":0.00019894334,"about_ca_system_score_gemma":0.000007532623,"threshold_uncertainty_score":0.9996854},"labels":[],"label_agreement":null},{"id":"W2488833301","doi":"10.1057/9781137302779_3","title":"The Rise of Risk and Uncertainty","year":2014,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"University of Victoria","funders":"","keywords":"Credibility; Harm; Sensationalism; Declaration; Control (management); Power (physics); Plot (graphics); Law and economics; Political science; Actuarial science; Internet privacy; Business; Economics; Law; Computer science; Management","score_opus":0.012641357645730187,"score_gpt":0.24658160833845577,"score_spread":0.2339402506927256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2488833301","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045379173,0.0013795984,0.00004862599,0.00006552612,0.0002950665,0.00036134865,0.000027572632,0.00003345677,0.997335],"genre_scores_gemma":[0.9336224,0.0017242233,0.00002389108,0.000027795182,0.00023184875,0.0000065740833,0.0000022271388,0.00002097323,0.06434006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99847823,0.000119800054,0.0002963304,0.00030676278,0.0004895518,0.0003093211],"domain_scores_gemma":[0.9985888,0.0004297991,0.00036620517,0.00040798268,0.00008672588,0.00012050191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083373435,0.00023103601,0.0002942134,0.00007747242,0.00063729595,0.00009730324,0.00051210896,0.00017641809,0.00010032471],"category_scores_gemma":[0.00010581464,0.00015682582,0.00013819823,0.000015107192,0.0017296673,3.9455048e-7,0.00019165337,0.0001922462,0.000036605677],"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":[0.000014234477,7.70191e-8,0.00024576893,0.00001722028,0.0000399857,0.0000019891236,0.0021532422,8.7644713e-7,0.0000011690863,0.8896443,0.00006425879,0.10781688],"study_design_scores_gemma":[0.00013344212,0.000029092555,0.0003213245,0.00006793727,0.00008229542,2.7829438e-7,0.00071002636,0.000015074935,0.0000021481903,0.84113246,0.15730464,0.00020124616],"about_ca_topic_score_codex":0.0008046876,"about_ca_topic_score_gemma":0.0054771015,"teacher_disagreement_score":0.9331686,"about_ca_system_score_codex":0.000025356161,"about_ca_system_score_gemma":0.000053120595,"threshold_uncertainty_score":0.6395171},"labels":[],"label_agreement":null},{"id":"W2491413032","doi":"10.1075/dapsac.30","title":"The Social Construction of SARS","year":2008,"lang":"en","type":"book","venue":"Discourse approaches to politics, society and culture","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Virology; Medicine","score_opus":0.08379403724364554,"score_gpt":0.30711926522834687,"score_spread":0.22332522798470134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2491413032","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001859567,0.001262291,0.00005122611,0.0092663225,0.00038453014,0.0006133156,0.00009640089,0.00004620037,0.98642015],"genre_scores_gemma":[0.00530578,0.0026698515,0.0004826728,0.0003061979,0.0014972488,0.000021555139,0.000057019955,0.000021789416,0.9896379],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844915,0.00007454505,0.0002355635,0.00030353936,0.0005071676,0.00043002144],"domain_scores_gemma":[0.9994204,0.00003670609,0.00019304412,0.00016187318,0.00006718406,0.00012077733],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00024751763,0.00022372404,0.00027778678,0.000016510565,0.0020647137,0.00013046339,0.00037790783,0.00039258666,0.000008365362],"category_scores_gemma":[0.000021673324,0.00015793233,0.00030796998,0.000088488225,0.004173519,0.00011509896,0.00012466997,0.00030818768,0.00000743],"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":[0.000002324147,0.000018865387,0.000018958537,0.00004758449,0.00009278912,3.9048163e-7,0.1198872,4.6739964e-7,5.670032e-7,0.64974934,0.22791679,0.0022647325],"study_design_scores_gemma":[0.00010681138,0.000019399335,0.00005900703,0.000044698285,0.00010696476,0.0000011323739,0.19739343,0.0000038602316,0.0000044451745,0.026122078,0.7759076,0.00023062699],"about_ca_topic_score_codex":0.0000740375,"about_ca_topic_score_gemma":0.000093999806,"teacher_disagreement_score":0.62362725,"about_ca_system_score_codex":0.00010651967,"about_ca_system_score_gemma":0.0003200065,"threshold_uncertainty_score":0.99923444},"labels":[],"label_agreement":null},{"id":"W2492655219","doi":"","title":"After the tsunami : How the surveying profession can participate in the reconstruction","year":2005,"lang":"en","type":"article","venue":"GEOMATICA","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Quake (natural phenomenon); Sri lanka; Geography; Indian ocean; Richter magnitude scale; Seismology; Geology; Oceanography; Tanzania; Environmental planning","score_opus":0.03234623314887403,"score_gpt":0.3011714553170225,"score_spread":0.26882522216814847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2492655219","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":[0.8902525,0.00003914425,0.000027826236,0.0859254,0.00019141442,0.0003886531,5.420792e-7,0.000017713333,0.02315686],"genre_scores_gemma":[0.9962256,0.00002133449,0.00003379893,0.0006333469,0.00014017933,0.00010282226,3.7594438e-7,0.0000028038723,0.0028397215],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99849385,0.00076783786,0.00010905356,0.000097021344,0.00027945652,0.00025275972],"domain_scores_gemma":[0.9994914,0.00021354358,0.000052230265,0.00020815448,0.000015661746,0.000019028837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020914515,0.000056114695,0.00005317653,0.000018956795,0.0005827663,0.00019645346,0.00036658449,0.000026076188,0.000099330384],"category_scores_gemma":[0.00010190142,0.000022708935,0.000026726057,0.0002469116,0.00029463758,0.00015770011,0.000048160287,0.00010514732,0.000034214154],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029669607,0.00011524119,0.06053697,0.000029851253,0.000019749405,0.0000050385233,0.5300177,0.000081385835,0.000024413535,0.017266912,0.0044161086,0.387457],"study_design_scores_gemma":[0.0002479796,0.000028370876,0.5303035,0.00014933007,0.00004085732,0.0000028776096,0.3986906,0.0021071616,0.000019019188,0.0070351255,0.06116001,0.00021519471],"about_ca_topic_score_codex":0.0005999084,"about_ca_topic_score_gemma":0.034737952,"teacher_disagreement_score":0.4697665,"about_ca_system_score_codex":0.000023792687,"about_ca_system_score_gemma":0.000032229025,"threshold_uncertainty_score":0.9828756},"labels":[],"label_agreement":null},{"id":"W2493964799","doi":"10.1142/9781860945816_0002","title":"From Adaptation to Adaptive Capacity and Vulnerability Reduction","year":2003,"lang":"en","type":"book-chapter","venue":"PUBLISHED BY IMPERIAL COLLEGE PRESS AND DISTRIBUTED BY WORLD SCIENTIFIC PUBLISHING CO. eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":385,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Adaptation (eye); Adaptive capacity; Vulnerability (computing); Reduction (mathematics); Computer science; Computer security; Psychology; Biology; Climate change; Ecology; Mathematics; Neuroscience","score_opus":0.03374512583268068,"score_gpt":0.2597114786704655,"score_spread":0.22596635283778482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2493964799","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013844325,0.0010455499,0.0014432522,0.00499241,0.008656103,0.0036274767,0.034866538,0.00051895296,0.9310054],"genre_scores_gemma":[0.36898044,0.000025810547,0.0003218848,0.0002323062,0.00091101084,0.00018881093,0.004064497,0.00006997243,0.6252053],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941026,0.00045387726,0.00082339783,0.0020645307,0.0016637311,0.00089187594],"domain_scores_gemma":[0.99672854,0.00026559067,0.00055964803,0.0007069696,0.0007683996,0.0009708749],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0032261517,0.00062796316,0.00072310737,0.00041124065,0.0026355647,0.021195171,0.0009753148,0.0005263888,0.00031056246],"category_scores_gemma":[0.0010623764,0.0006358693,0.00013865638,0.000334182,0.0019887378,0.0044184956,0.00043683551,0.000778021,0.0000050578083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015635266,0.00005879676,0.0000093234585,0.000028364695,0.00007808113,0.000002111371,0.0050974293,0.0000037169889,0.00032054202,0.07617738,0.914995,0.003072863],"study_design_scores_gemma":[0.00070683646,0.000058880556,0.000014022144,0.00010636602,0.00010945808,7.826577e-7,0.0031492072,0.000108532266,0.00013322086,0.025741072,0.96910644,0.00076516427],"about_ca_topic_score_codex":0.0058460697,"about_ca_topic_score_gemma":0.0043918965,"teacher_disagreement_score":0.3551361,"about_ca_system_score_codex":0.0004037247,"about_ca_system_score_gemma":0.0003386347,"threshold_uncertainty_score":0.99960923},"labels":[],"label_agreement":null},{"id":"W2507179342","doi":"10.69554/oxrw2523","title":"Mass care and the University of British Columbia: A new approach to disaster response","year":2016,"lang":"en","type":"article","venue":"","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":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mainland; Columbia university; Accommodation; Work (physics); Peninsula; Event (particle physics); Emergency response; Population; Geography; Mainland China; Library science; Sociology; Demography; Engineering; Medicine; Medical emergency; Media studies; Archaeology; Psychology; Computer science","score_opus":0.009757526042425297,"score_gpt":0.21399799721518883,"score_spread":0.20424047117276353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507179342","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":[0.39371857,0.000037136975,0.0030128518,0.002167252,0.000039343595,0.00027431,0.0000048327847,0.00001750958,0.6007282],"genre_scores_gemma":[0.65476906,0.000025330604,0.00039781354,0.000056628673,0.000011699902,2.7264892e-7,6.178513e-8,0.0000011156478,0.34473804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946225,0.00015370293,0.000037422924,0.000113989096,0.00013370671,0.000098920085],"domain_scores_gemma":[0.9997221,0.00008871987,0.000015467665,0.000089493355,0.000020290958,0.00006389969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002863517,0.000020511456,0.000057548194,0.000008404968,0.00015113647,0.000067373716,0.00019794672,0.000018986022,0.00024866418],"category_scores_gemma":[0.000046032015,0.000017345961,0.000021658156,0.000100382465,0.000441823,0.00008326712,0.000082654245,0.000012249563,0.000017477387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011171993,0.000056948866,0.029503115,0.000039125607,0.000044807926,0.0000091215115,0.21693632,0.0000020732334,0.00017796052,0.02335686,0.4375859,0.29117057],"study_design_scores_gemma":[0.002025988,0.000046265486,0.048329387,0.000059127262,0.000027933998,4.552487e-7,0.45756432,0.000004404471,0.000001377091,0.0014463719,0.49035057,0.00014379741],"about_ca_topic_score_codex":0.041239448,"about_ca_topic_score_gemma":0.11763297,"teacher_disagreement_score":0.29102677,"about_ca_system_score_codex":0.000015300904,"about_ca_system_score_gemma":0.00003657869,"threshold_uncertainty_score":0.965145},"labels":[],"label_agreement":null},{"id":"W2508985924","doi":"10.1093/acrefore/9780199389407.013.21","title":"Old Media, New Media, and the Complex Story of Disasters","year":2016,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Natural Hazard Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":20,"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":"Natural disaster; Social media; Terrorism; Nothing; Emergency management; News media; Media studies; Political science; Public relations; Geography; Engineering; Sociology; Meteorology","score_opus":0.061265321931092416,"score_gpt":0.3590627529421293,"score_spread":0.2977974310110369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508985924","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017043399,0.00843365,0.000020586569,0.008050985,0.0039825398,0.0013835347,0.000121731864,0.00004014748,0.96092343],"genre_scores_gemma":[0.14436285,0.572119,0.00041569094,0.000103846694,0.0018191301,0.00004221063,0.000022468716,0.000037602338,0.2810772],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9886175,0.0014947491,0.0006854056,0.0009772258,0.006695591,0.001529525],"domain_scores_gemma":[0.99097645,0.0060361903,0.00053398305,0.0008789646,0.00091758603,0.00065681874],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.010334681,0.00038642928,0.0008547862,0.0010232261,0.0015928653,0.00022462815,0.0047189826,0.00029612394,0.00024770433],"category_scores_gemma":[0.009040264,0.00021581921,0.0002255891,0.0024048968,0.03171601,0.0009183035,0.001740947,0.0016264019,0.000020243215],"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":[0.00038031104,0.00007416048,0.0006587994,0.00032714894,0.00005666079,0.000010891833,0.0307661,6.126859e-7,0.000018552068,0.057695683,0.17648305,0.733528],"study_design_scores_gemma":[0.001462699,0.000113895156,0.004415475,0.0008835702,0.000052823034,0.0000014381735,0.0143939005,0.000021154201,0.000009906102,0.010413546,0.9677949,0.00043672253],"about_ca_topic_score_codex":0.001427057,"about_ca_topic_score_gemma":0.0037781547,"teacher_disagreement_score":0.7913118,"about_ca_system_score_codex":0.00025971144,"about_ca_system_score_gemma":0.0033936824,"threshold_uncertainty_score":0.9997069},"labels":[],"label_agreement":null},{"id":"W2514868530","doi":"","title":"Sustainable community in Komoka, Ontario, Canada","year":2015,"lang":"en","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental planning; Business; Geography","score_opus":0.014532453650969465,"score_gpt":0.2525430505384505,"score_spread":0.23801059688748102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514868530","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":[0.5441239,0.0000150293245,0.000011213881,0.00052916753,0.00008189559,0.00008884097,7.568384e-7,0.000017752332,0.45513144],"genre_scores_gemma":[0.9093577,0.000006786327,0.000054353557,0.00021029463,0.000029069795,0.000002280013,0.000004572428,0.000004882966,0.09033002],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983752,0.0006499284,0.000076033924,0.00011377033,0.0003306318,0.00045448195],"domain_scores_gemma":[0.9993403,0.00014894587,0.000042783264,0.00018987739,0.00006296448,0.00021512536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011619751,0.00008163109,0.00011525512,0.00011441892,0.0004319229,0.00010622875,0.0005307295,0.00007649874,0.00021485097],"category_scores_gemma":[0.00013327967,0.000094545234,0.000024607984,0.00045374155,0.00025267896,0.00038582596,0.00016344324,0.0002943909,0.000010837847],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006789205,0.00019942102,0.2628152,0.000027360764,0.000025437737,0.00090024085,0.32374775,0.00046631313,0.000005594143,0.24621224,0.16301754,0.0025149726],"study_design_scores_gemma":[0.0004739559,0.000020284826,0.08722548,0.000009080371,0.00000774001,4.413205e-7,0.3058363,0.000023716655,0.0000022021945,0.003910027,0.60235524,0.00013551502],"about_ca_topic_score_codex":0.9990765,"about_ca_topic_score_gemma":0.9997304,"teacher_disagreement_score":0.4393377,"about_ca_system_score_codex":0.0020263952,"about_ca_system_score_gemma":0.0031160908,"threshold_uncertainty_score":0.5527811},"labels":[],"label_agreement":null},{"id":"W2518558782","doi":"10.1177/0033354916660087","title":"Identifying and Addressing the Daily Needs of Contacts of an Ebola Patient During Investigation, Monitoring, and Movement Restriction, Ohio","year":2016,"lang":"en","type":"article","venue":"Public Health Reports","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ebola virus; Contact tracing; Medicine; Infectious disease (medical specialty); Medical emergency; Outbreak; Disease; Coronavirus disease 2019 (COVID-19); Virology","score_opus":0.09122258023741987,"score_gpt":0.3410249418586259,"score_spread":0.24980236162120606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518558782","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":[0.99426585,0.00034075067,0.000052985302,0.0035584671,0.00031416028,0.00029384435,8.304917e-7,0.000021179281,0.0011519567],"genre_scores_gemma":[0.99913394,0.00042606075,0.000077400786,0.000072594594,0.00006776197,0.000013163037,6.3578096e-7,0.000004856721,0.00020359665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845594,0.00020143595,0.0005027169,0.0001564545,0.0004333473,0.00025011078],"domain_scores_gemma":[0.99874735,0.000056619767,0.0006502026,0.00019081266,0.00013804411,0.00021696104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016106834,0.000066764806,0.00012769367,0.00014013867,0.0004962512,0.0001026024,0.00007794401,0.00003096344,0.0000050230146],"category_scores_gemma":[0.00032807063,0.00004302012,0.00001419119,0.00028352113,0.00028562834,0.0006486283,0.000080550286,0.000042299915,9.297325e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006247576,0.000062946405,0.8132843,0.00025678662,0.000023685272,0.000007716515,0.09753453,0.000001407168,0.002970594,0.0060165203,0.00016967021,0.07966564],"study_design_scores_gemma":[0.0001907904,0.000074131625,0.95774245,0.00030552183,0.0000070091983,0.0000035740634,0.034991268,0.0000023484026,0.0012875365,0.0019339994,0.003370684,0.00009066988],"about_ca_topic_score_codex":0.0020150354,"about_ca_topic_score_gemma":0.00019438782,"teacher_disagreement_score":0.1444582,"about_ca_system_score_codex":0.00006330586,"about_ca_system_score_gemma":0.00024640304,"threshold_uncertainty_score":0.38168132},"labels":[],"label_agreement":null},{"id":"W2519909799","doi":"","title":"Les compétences d’adaptation aux changements climatiques démontrées par des employés municipaux d'une communauté côtière canadienne","year":2011,"lang":"fr","type":"article","venue":"Canadian journal of environmental education","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; Adaptation (eye); Forestry; Political science; Geography; Art; Psychology","score_opus":0.07363005617107563,"score_gpt":0.2847348524855729,"score_spread":0.21110479631449727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519909799","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":[0.9607381,0.011690253,0.00005767463,0.002563017,0.002569806,0.00027839723,0.000039384893,0.0000060765005,0.022057243],"genre_scores_gemma":[0.9896998,0.0025248004,0.0018849104,0.00024712726,0.00028802367,0.0000115698185,0.00002512174,0.000022130658,0.005296552],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99803096,0.0003436254,0.0005469113,0.00019395695,0.00024347431,0.0006410531],"domain_scores_gemma":[0.9982725,0.000048965296,0.00053829415,0.0002078629,0.00006273238,0.0008696737],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056383625,0.00023179193,0.00025122473,0.00029793498,0.0011523681,0.00011795537,0.0006748333,0.00012361171,0.002758884],"category_scores_gemma":[0.000058860896,0.00024145699,0.00011566547,0.00029518924,0.0018687624,0.0010906976,0.000036070007,0.00023697398,0.00005437528],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029413413,0.00049953396,0.080851346,0.00006927736,0.00014029976,0.000029639075,0.5482507,0.0000557313,0.00003844535,0.010440465,0.0025757367,0.35701942],"study_design_scores_gemma":[0.00022889863,0.00051099074,0.49449828,0.00056263205,0.00019307106,0.000017901548,0.44474846,0.0000682796,0.000039060782,0.0072613875,0.051542755,0.0003282734],"about_ca_topic_score_codex":0.76357204,"about_ca_topic_score_gemma":0.9395535,"teacher_disagreement_score":0.41364694,"about_ca_system_score_codex":0.0011372342,"about_ca_system_score_gemma":0.000988238,"threshold_uncertainty_score":0.99815273},"labels":[],"label_agreement":null},{"id":"W2520970558","doi":"10.1080/13549839.2016.1229762","title":"Communicating risk for vulnerable groups: a case study of the Mano community’s strategies for collective knowledge to action","year":2016,"lang":"en","type":"article","venue":"Local Environment","topic":"Disaster Management and Resilience","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":"Brandon University","funders":"","keywords":"Vulnerability (computing); Disaster risk reduction; Risk communication; Context (archaeology); Action (physics); Risk management; Work (physics); Sustainability; Community resilience; Collective action; Business; Risk assessment; Public relations; Risk analysis (engineering); Knowledge management; Environmental planning; Political science; Computer security; Computer science; Engineering; Geography","score_opus":0.06380856044423826,"score_gpt":0.3398621090354482,"score_spread":0.27605354859120995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520970558","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":[0.9516998,0.000019177662,0.040623784,0.00027572218,0.00009350462,0.0022088203,0.00001691423,0.000013311787,0.005048995],"genre_scores_gemma":[0.9957166,0.000014430466,0.00021453755,0.000023372364,0.000025481026,0.0004880579,4.0281475e-7,0.00000703029,0.0035101254],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986617,0.00074664113,0.00015589602,0.00011960378,0.00013716464,0.00017902326],"domain_scores_gemma":[0.9987368,0.00075041846,0.000102003265,0.00035274512,0.000016216958,0.00004183614],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000981975,0.0000763497,0.00010964696,0.000024768595,0.001831204,0.00003067253,0.00038564007,0.000031057778,0.000020204794],"category_scores_gemma":[0.00007057906,0.000046209836,0.000050956103,0.00009385489,0.00027285528,0.0001186981,0.00021659382,0.00008872578,0.0000035962364],"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":[0.00035803553,0.0049003335,0.003817233,0.000111583395,0.00023607345,0.000002921772,0.70365924,0.0046173264,0.0012790108,0.012016082,0.0030535704,0.26594856],"study_design_scores_gemma":[0.0012169821,0.00085017295,0.0017179056,0.00003756795,0.0000697361,6.955917e-7,0.97380114,0.0003302798,0.00016606004,0.003562209,0.018124787,0.00012246486],"about_ca_topic_score_codex":0.0037190516,"about_ca_topic_score_gemma":0.031312216,"teacher_disagreement_score":0.27014187,"about_ca_system_score_codex":0.00022218065,"about_ca_system_score_gemma":0.00003512475,"threshold_uncertainty_score":0.99946827},"labels":[],"label_agreement":null},{"id":"W2521117752","doi":"","title":"Goderich: A Case Study of Conserving Cultural Heritage Resources in a Disaster","year":2016,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cultural heritage; Environmental planning; Geography; Political science; Environmental resource management; History; Archaeology; Environmental science","score_opus":0.018294206757098704,"score_gpt":0.2566457767051621,"score_spread":0.2383515699480634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521117752","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":[0.99010026,0.00004942774,3.391673e-7,0.00022895145,0.00015498203,0.00046241735,0.000006902769,0.00002254907,0.008974184],"genre_scores_gemma":[0.6821522,0.000030503767,0.000027919554,0.000002718424,0.0000147383025,4.6892438e-7,0.0000049631976,0.0000063179145,0.3177602],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99871737,0.00022567224,0.00015208725,0.00029198313,0.00036249447,0.00025039175],"domain_scores_gemma":[0.9993075,0.000052957213,0.0002708202,0.0002023486,0.00010269185,0.00006366256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022828703,0.00015274345,0.00033515895,0.0002256319,0.00027562602,0.00003356135,0.00046559446,0.00013299938,0.00018346302],"category_scores_gemma":[0.000019813913,0.00013829343,0.00008573184,0.00028236167,0.0002496852,0.0003730393,0.000106197076,0.00010593448,0.000010295508],"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":[0.00010302984,0.00020291674,0.010511315,0.00014377739,0.000045949564,0.00071643677,0.98651063,0.0000018696211,0.00022593356,0.00004918242,0.0001866799,0.0013022663],"study_design_scores_gemma":[0.00067072385,0.00011200881,0.0056122276,0.0002656099,0.000066427965,0.0000017893748,0.9926487,0.0000056295253,0.000008303026,0.00002188478,0.00041525904,0.00017143796],"about_ca_topic_score_codex":0.37585825,"about_ca_topic_score_gemma":0.8665905,"teacher_disagreement_score":0.49073228,"about_ca_system_score_codex":0.000053129377,"about_ca_system_score_gemma":0.000041115734,"threshold_uncertainty_score":0.628298},"labels":[],"label_agreement":null},{"id":"W2522008670","doi":"10.1111/disa.12213","title":"Investigating the key indicators for evaluating post‐disaster shelter","year":2016,"lang":"en","type":"review","venue":"Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Poison control; Occupational safety and health; Engineering; Transport engineering; Environmental health; Medicine","score_opus":0.09254923262945801,"score_gpt":0.4172848908838638,"score_spread":0.32473565825440576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522008670","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028702038,0.93803805,0.0002115552,0.0012995389,0.001774679,0.003752923,0.00008486527,0.00012665433,0.05442474],"genre_scores_gemma":[0.0001876812,0.973904,0.0003848883,0.0010046667,0.0012747637,0.00093920017,0.00007152094,0.00012447416,0.022108776],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962987,0.00075418997,0.00068037934,0.0006476244,0.0008001061,0.0008190274],"domain_scores_gemma":[0.9973618,0.0011339841,0.00066589634,0.0005530449,0.00007844964,0.00020687035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002046853,0.00045263884,0.0007798169,0.00024367744,0.0010610967,0.0004740135,0.0015192942,0.00024027255,0.00021148594],"category_scores_gemma":[0.00090015086,0.00024301134,0.0006285923,0.0005414204,0.0010686999,0.0003604194,0.00030153999,0.00023743948,0.00032607227],"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":[0.0000018565253,0.000012857936,0.000015818541,0.0017316663,0.00009700263,5.5344714e-7,0.020559052,2.566972e-7,3.172937e-7,0.0048041316,0.0024348905,0.9703416],"study_design_scores_gemma":[0.00014711283,0.000042713073,0.000004587366,0.0063540773,0.0003616824,5.542316e-7,0.01093417,0.0000033103515,9.888846e-8,0.00037183074,0.9813928,0.0003870629],"about_ca_topic_score_codex":0.000041813262,"about_ca_topic_score_gemma":0.00009364552,"teacher_disagreement_score":0.9789579,"about_ca_system_score_codex":0.00015784404,"about_ca_system_score_gemma":0.0004075863,"threshold_uncertainty_score":0.99097145},"labels":[],"label_agreement":null},{"id":"W2522492657","doi":"10.5539/ass.v12n10p1","title":"Stakeholders and Their Significance in Post Natural Disaster Reconstruction Projects: A Systematic Review of the Literature","year":2016,"lang":"en","type":"review","venue":"Asian Social Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stakeholder; Identification (biology); Stakeholder engagement; Systematic review; Sustainability; Natural disaster; Political science; Public relations; Knowledge management; Engineering ethics; Business; Engineering; Computer science; Geography; MEDLINE","score_opus":0.033289682723998584,"score_gpt":0.31336715790953357,"score_spread":0.280077475185535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522492657","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001193618,0.9451239,0.0000012571882,0.00054074015,0.00055365154,0.0028695334,0.000023908518,0.000015446243,0.05085959],"genre_scores_gemma":[0.0028938078,0.9956579,0.00000727297,0.00012604956,0.00010841273,0.00010894363,0.0000013584752,0.000009761519,0.0010864921],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9970439,0.0008009261,0.00059792254,0.00048558912,0.0006464366,0.00042524532],"domain_scores_gemma":[0.99862236,0.00012334216,0.000736618,0.0002969215,0.00015779052,0.00006295845],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020710516,0.00025414536,0.0010019612,0.0001742771,0.00058903155,0.00022642715,0.0012485301,0.00013013203,0.000011843065],"category_scores_gemma":[0.0007459286,0.00012050246,0.00024968002,0.002701702,0.00302144,0.0006554485,0.00019715597,0.00026940738,0.0000041266453],"study_design_candidate":"systematic_review","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":[7.1982834e-7,0.000009859038,0.000002658112,0.32910523,0.000012184652,8.3413187e-7,0.014897887,2.0593355e-10,0.0000013307595,0.0038214724,0.000040772415,0.65210706],"study_design_scores_gemma":[0.000057965193,0.00001099201,0.00004983375,0.9498016,0.00012030486,0.000005649758,0.019030675,8.8083155e-8,3.420527e-7,0.00024129706,0.03041459,0.00026665613],"about_ca_topic_score_codex":0.00003988791,"about_ca_topic_score_gemma":0.00017001384,"teacher_disagreement_score":0.6518404,"about_ca_system_score_codex":0.00024115476,"about_ca_system_score_gemma":0.00076937437,"threshold_uncertainty_score":0.9996918},"labels":[],"label_agreement":null},{"id":"W2522972895","doi":"10.1111/disa.12211","title":"Patterns of preference and practice: bridging actors in wildfire response networks in the American Northwest","year":2016,"lang":"en","type":"article","venue":"Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"U.S. Bureau of Land Management; University of Saskatchewan; National Science Foundation","keywords":"Bridging (networking); Similarity (geometry); Disaster response; Preparedness; Emergency response; Scale (ratio); Poison control; Emergency management; Suicide prevention; Geography; Computer security; Psychology; Computer science; Political science; Medical emergency; Medicine; Cartography; Artificial intelligence","score_opus":0.02474766474962309,"score_gpt":0.30900990968280223,"score_spread":0.28426224493317914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522972895","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":[0.9945173,0.000021837195,0.00017770406,0.0036305573,0.00005644183,0.00017144355,0.0000022271163,0.0000075268317,0.0014149183],"genre_scores_gemma":[0.99938816,0.000175085,0.00001158643,0.00025145066,0.000023047844,0.00000963421,5.359063e-7,0.0000039978904,0.00013651702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851424,0.0007058398,0.00015154124,0.00016766583,0.00022696856,0.00023374599],"domain_scores_gemma":[0.9987106,0.0009678552,0.0001325081,0.00014412469,0.000009297985,0.000035653517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011210253,0.00007124802,0.00010712633,0.000076175544,0.000061326355,0.000046692174,0.0002708288,0.000018684896,0.0000043896152],"category_scores_gemma":[0.00036945046,0.000042352935,0.000018126279,0.00031597845,0.00035078955,0.00036813633,0.000054139768,0.000060087586,0.0000013515759],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031201888,0.00004870542,0.8981202,0.0000044261938,0.000004167925,0.000010267422,0.04608413,0.000016876504,0.000052380754,0.00032109095,0.000030903386,0.054994814],"study_design_scores_gemma":[0.000191696,0.00004383962,0.9154459,0.0001050286,0.0000047104913,4.2251895e-7,0.082723364,0.000022819399,0.0000020309435,0.000019821995,0.001369094,0.00007124675],"about_ca_topic_score_codex":0.004702693,"about_ca_topic_score_gemma":0.017923176,"teacher_disagreement_score":0.054923568,"about_ca_system_score_codex":0.000029649127,"about_ca_system_score_gemma":0.000025184718,"threshold_uncertainty_score":0.99999714},"labels":[],"label_agreement":null},{"id":"W2523235511","doi":"10.1371/journal.pone.0163390","title":"Municipalities' Preparedness for Weather Hazards and Response to Weather Warnings","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de Santé Publique du Québec; Ouranos; Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada; International Development Research Centre; Institut National de Santé Publique du Québec","keywords":"Preparedness; Extreme weather; Emergency management; Population; Context (archaeology); Business; Geography; Climate change; Environmental planning; Environmental health; Political science; Medicine","score_opus":0.048015470291269575,"score_gpt":0.294431918062112,"score_spread":0.24641644777084243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523235511","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":[0.97364414,0.00004387849,0.00011408865,0.0052557336,0.00004763962,0.0005068223,0.000009422055,0.00006904333,0.02030921],"genre_scores_gemma":[0.7312009,0.000028101516,0.00047128572,0.00019560785,0.000089266636,0.0001032269,2.452226e-7,0.000010847684,0.26790056],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990048,0.00012790183,0.00009791219,0.00021094529,0.00028305093,0.00027542008],"domain_scores_gemma":[0.99938107,0.00024283257,0.00003242284,0.00017433071,0.000059333033,0.00011000584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007560015,0.00007457315,0.00011811203,0.000055784978,0.00022238797,0.00006452827,0.0002170114,0.000042025,0.00023039637],"category_scores_gemma":[0.00051140913,0.00005208039,0.000026063131,0.00009539707,0.0001810828,0.00016883554,0.000087254935,0.000020116711,0.00005935901],"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":[0.0025527363,0.0010510109,0.010067285,0.0001362183,0.0003089649,0.0000063959624,0.8681038,6.628359e-7,0.045871582,0.025441444,0.008980888,0.037479002],"study_design_scores_gemma":[0.0031566985,0.0010909314,0.007970356,0.0015679473,0.00030876967,4.146357e-7,0.121752754,0.00011623709,0.004390903,0.009776902,0.8486815,0.0011865577],"about_ca_topic_score_codex":0.00017519286,"about_ca_topic_score_gemma":0.0003840786,"teacher_disagreement_score":0.83970064,"about_ca_system_score_codex":0.00004960899,"about_ca_system_score_gemma":0.000054363853,"threshold_uncertainty_score":0.25226787},"labels":[],"label_agreement":null},{"id":"W2524440126","doi":"","title":"Resilient Disaster Recovery: A Critical Assessment of the 2006 Yogyakarta, Indonesia Earthquake using a Vulnerability, Resilience and Sustainable Livelihoods Framework","year":2013,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Universitas Syiah Kuala; University of Waterloo","keywords":"Livelihood; Resilience (materials science); Vulnerability (computing); Vulnerability assessment; Environmental planning; Business; Environmental resource management; Geography; Computer security; Psychological resilience; Environmental science; Computer science; Psychology","score_opus":0.011691741709403194,"score_gpt":0.2790871677627675,"score_spread":0.2673954260533643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524440126","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":[0.9929523,0.00013393887,0.0001342339,0.00109012,0.0003781738,0.0008310477,0.000015033428,0.000021989828,0.004443173],"genre_scores_gemma":[0.7706188,0.00010528945,0.0015444634,0.000019655892,0.0000391906,0.0000017453469,0.000008810619,0.000014779478,0.22764727],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971436,0.0005785312,0.00025568294,0.00054963026,0.0008562555,0.0006162765],"domain_scores_gemma":[0.9982852,0.00026768632,0.00035533606,0.0005085318,0.00043101123,0.0001522819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007930104,0.0002571438,0.00046579484,0.00022032624,0.0010705206,0.00012655799,0.0007902937,0.00038136952,0.00033505936],"category_scores_gemma":[0.00022194664,0.00023354235,0.00018696903,0.0005334767,0.0013338935,0.00063046813,0.0003899011,0.00041276726,0.0000052087016],"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":[0.00040714166,0.00096731645,0.12764117,0.0036778504,0.00025841338,0.00005850934,0.75431085,0.0004951258,0.0013500544,0.10204267,0.0023258848,0.006465028],"study_design_scores_gemma":[0.00023638294,0.00015105552,0.2627453,0.0007044233,0.00021479842,5.418234e-7,0.7313634,0.00025621254,0.000049464434,0.0035263042,0.00042322246,0.0003288912],"about_ca_topic_score_codex":0.08035457,"about_ca_topic_score_gemma":0.04091216,"teacher_disagreement_score":0.2232041,"about_ca_system_score_codex":0.00014900121,"about_ca_system_score_gemma":0.00040828955,"threshold_uncertainty_score":0.97658867},"labels":[],"label_agreement":null},{"id":"W2524472362","doi":"10.5539/jsd.v9n5p33","title":"Application of Risk Perception Theory to Develop a Measurement Framework for City Resilience: Case Study of Suita, Japan","year":2016,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Prioritization; Sustainability; Community resilience; Risk analysis (engineering); Identification (biology); Environmental resource management; Risk management; Climate change; Order (exchange); Psychological resilience; Business; Risk assessment; Natural disaster; Environmental planning; Computer science; Geography; Process management; Psychology; Environmental science; Social psychology; Computer security","score_opus":0.02414760454767627,"score_gpt":0.3115422468165991,"score_spread":0.2873946422689228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524472362","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":[0.77508825,0.000025836855,0.22344701,0.00017363922,0.00007122227,0.0009892201,7.538564e-7,0.000005810959,0.00019822537],"genre_scores_gemma":[0.98479265,0.000023457735,0.014392539,0.000017776549,0.000059924638,0.00006141032,1.197998e-7,0.00000765857,0.000644491],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99736315,0.00026293227,0.0007641589,0.00018987918,0.0010746034,0.00034526284],"domain_scores_gemma":[0.99586266,0.0002946716,0.0007838291,0.00016392629,0.0027553018,0.0001395981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007626942,0.00011677142,0.00026591352,0.0003173348,0.00040392383,0.00003142729,0.00039631638,0.00006412317,0.000031999283],"category_scores_gemma":[0.0021651683,0.00008042372,0.000052354913,0.0007231269,0.00011765664,0.00029265287,0.000107508684,0.00007970834,0.0000018723387],"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":[0.0007278271,0.00143553,0.10209533,0.00020426912,0.00020906683,0.00009097496,0.4309491,0.00013639829,0.0006014438,0.028443933,0.0005242572,0.43458188],"study_design_scores_gemma":[0.0007208257,0.00039783097,0.120485514,0.00014248534,0.000064012864,0.000006779333,0.86189437,0.0000018337365,0.00035010607,0.010537161,0.0052424003,0.00015665566],"about_ca_topic_score_codex":0.00034398344,"about_ca_topic_score_gemma":0.00049036543,"teacher_disagreement_score":0.43442523,"about_ca_system_score_codex":0.0006917896,"about_ca_system_score_gemma":0.0008709498,"threshold_uncertainty_score":0.32795843},"labels":[],"label_agreement":null},{"id":"W2524647919","doi":"10.5055/jem.2016.0289","title":"Building resilient communities: A facilitated discussion","year":2016,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Columbian Hospital","funders":"","keywords":"Resilience (materials science); Public relations; Community resilience; Government (linguistics); Emergency management; Variety (cybernetics); Context (archaeology); Sustainability; Business; Political science; Environmental resource management; Community engagement; Disaster recovery; Environmental planning; Knowledge management; Resource (disambiguation); Geography; Computer science; Economics","score_opus":0.03718815016618588,"score_gpt":0.3419772063862296,"score_spread":0.3047890562200437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2524647919","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":[0.58535326,0.00070800656,0.054823443,0.027904714,0.008985047,0.0009414092,0.000007651231,0.00012004925,0.3211564],"genre_scores_gemma":[0.94838285,0.0035420402,0.0012748572,0.000047069858,0.00018935738,0.0000058563537,2.5988552e-7,0.000009727391,0.046547998],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979354,0.00026875554,0.0005692717,0.00010837084,0.0007801682,0.0003379926],"domain_scores_gemma":[0.99913156,0.000041085044,0.000315183,0.00023255935,0.00014138306,0.00013821218],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013284971,0.00011782046,0.0001663646,0.00026719697,0.00036986082,0.0000358548,0.00072733953,0.000033666747,0.0016811377],"category_scores_gemma":[0.00006081474,0.000058640526,0.00016183374,0.00035275504,0.00012603456,0.0005228067,0.00019067127,0.00008053892,0.000050897845],"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":[0.00027207087,0.0007704101,0.017632142,0.00021703773,0.00059345685,0.00013825466,0.04404481,0.00021846562,0.0015595288,0.27807784,0.19088604,0.46558994],"study_design_scores_gemma":[0.00065269,0.0001537607,0.0064758826,0.00039395882,0.00007707522,6.974864e-7,0.054644503,0.0000110797,0.000030868414,0.013341834,0.9239984,0.00021920665],"about_ca_topic_score_codex":0.00008443743,"about_ca_topic_score_gemma":0.00020700588,"teacher_disagreement_score":0.7331124,"about_ca_system_score_codex":0.00012522786,"about_ca_system_score_gemma":0.000022772374,"threshold_uncertainty_score":0.99923146},"labels":[],"label_agreement":null},{"id":"W2527785976","doi":"10.20381/ruor-6356","title":"Social Media as an Outlet for Community Response and Dialogue Following the 2011 Vancouver Stanley Cup Riot","year":2014,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Media studies; Sociology; Political science; Law","score_opus":0.07854987322134377,"score_gpt":0.3784638591516371,"score_spread":0.29991398593029334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527785976","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":[0.9021536,0.000025870613,0.00003626066,0.0010608955,0.0005248487,0.00076072646,0.00004570295,0.000031305786,0.09536081],"genre_scores_gemma":[0.9293038,0.00008314828,0.00009022587,0.000023131046,0.00015887436,0.0000031682096,0.00015748043,0.000017453103,0.0701627],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99467874,0.0033140837,0.00012335501,0.0002739276,0.001134973,0.0004749117],"domain_scores_gemma":[0.9965501,0.0024620073,0.00014729452,0.00032835378,0.00035388587,0.0001583982],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008754501,0.00013830599,0.00027693584,0.00031553072,0.0047713597,0.00011512461,0.0014313945,0.0002638296,0.00014945709],"category_scores_gemma":[0.0012847119,0.00013457584,0.0001572861,0.00028210256,0.0010502298,0.00039702785,0.00019517975,0.0006520462,0.000023692026],"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":[0.0011854811,0.00035946452,0.0035193227,0.00036889172,0.00026600412,0.000030989086,0.6678873,0.0000013281814,0.00023993435,0.091592334,0.21107799,0.023470981],"study_design_scores_gemma":[0.00081079925,0.00026516514,0.04590159,0.00006245325,0.00008555238,4.399311e-8,0.6308472,0.00002132012,0.000011620012,0.009734066,0.31201237,0.00024781082],"about_ca_topic_score_codex":0.006325556,"about_ca_topic_score_gemma":0.48729905,"teacher_disagreement_score":0.4809735,"about_ca_system_score_codex":0.00011250986,"about_ca_system_score_gemma":0.00037045372,"threshold_uncertainty_score":0.9965243},"labels":[],"label_agreement":null},{"id":"W2529874791","doi":"10.71781/2700","title":"Organisational system and performance of post-disaster reconstruction projects","year":2004,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process management; Business; Engineering; Construction engineering; Engineering management","score_opus":0.005066023940009844,"score_gpt":0.17830683544649503,"score_spread":0.17324081150648518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529874791","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":[0.858203,0.0014269063,0.000008178716,0.00007365038,0.0007975714,0.00032273392,0.000012168775,0.000057555775,0.13909827],"genre_scores_gemma":[0.94773954,0.0002493509,0.0002565137,0.000013194676,0.00011478116,0.000009494044,0.000091431946,0.000011063437,0.05151463],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985586,0.000088466906,0.0002699052,0.00032879793,0.0005222829,0.00023198655],"domain_scores_gemma":[0.9990763,0.0000389206,0.00035533044,0.00013969805,0.00026784863,0.00012186972],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00021042797,0.00018285363,0.00022756185,0.00023427291,0.003748478,0.000037857077,0.0002190756,0.0002299868,0.0000297195],"category_scores_gemma":[0.00003578103,0.00019652737,0.00008656207,0.0002198576,0.0003735819,0.000457533,0.00005240072,0.00014341396,0.000013095166],"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":[0.0021006388,0.0002728683,0.08107903,0.0034053787,0.0005316458,0.00026380408,0.57155555,0.0005757998,0.005649077,0.2917953,0.0002307008,0.04254021],"study_design_scores_gemma":[0.0011102172,0.0002359964,0.1762154,0.0017164875,0.000352382,0.00022761477,0.81110525,0.000261169,0.0021634887,0.00023063895,0.0056944517,0.0006869092],"about_ca_topic_score_codex":0.013978626,"about_ca_topic_score_gemma":0.007542371,"teacher_disagreement_score":0.29156467,"about_ca_system_score_codex":0.0023378336,"about_ca_system_score_gemma":0.0017609292,"threshold_uncertainty_score":0.9975485},"labels":[],"label_agreement":null},{"id":"W2542178627","doi":"10.5539/jpl.v9n9p155","title":"Investigation of Crisis Management Structure of the Selected Countries with an Emphasis on Natural Disasters Using Multi-Case Study Method","year":2016,"lang":"en","type":"article","venue":"Journal of Politics and Law","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency management; Natural disaster; Islam; Islamic republic; Crisis management; Business; Balance (ability); Environmental planning; Economic growth; Political science; Development economics; Geography; Economics","score_opus":0.02601911906439965,"score_gpt":0.33050535318336915,"score_spread":0.3044862341189695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542178627","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":[0.9989792,0.000014681614,0.00036240116,0.00032702467,0.00008979266,0.00012800335,0.0000060131842,0.0000016040894,0.00009128222],"genre_scores_gemma":[0.99767745,0.0000063164493,0.0021112664,0.00009597907,0.000031609343,1.5646128e-7,7.259637e-8,0.0000034401696,0.00007372804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99909693,0.00020394637,0.00019743513,0.00006679244,0.00032659038,0.000108321336],"domain_scores_gemma":[0.9993631,0.000052618823,0.0002771661,0.00008031572,0.00017261137,0.00005413698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002489059,0.000060383554,0.00012005365,0.000056025794,0.00017471943,0.000036912017,0.0001224911,0.000018627721,0.0000044361673],"category_scores_gemma":[0.00001510378,0.000028031654,0.000023186682,0.00014097663,0.00030019972,0.00020005401,0.000025721612,0.00004746609,1.8786162e-8],"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":[0.0003491108,0.00055807264,0.18863235,0.00030283348,0.0010713778,0.00023875762,0.20921154,0.00027978356,0.004947241,0.590864,0.00013530297,0.0034096162],"study_design_scores_gemma":[0.007145382,0.0028873987,0.12664907,0.0010323031,0.0017087252,0.00019052318,0.83221287,0.0005015323,0.012822415,0.012803606,0.001463847,0.0005823549],"about_ca_topic_score_codex":0.0010943663,"about_ca_topic_score_gemma":0.0018572178,"teacher_disagreement_score":0.6230013,"about_ca_system_score_codex":0.000029760984,"about_ca_system_score_gemma":0.00003734886,"threshold_uncertainty_score":0.16543618},"labels":[],"label_agreement":null},{"id":"W2545644021","doi":"10.71781/13477","title":"Governmentality and exclusion in post-disaster spaces : conducting the conduct of the survivors of Typhoon Sendong in Cagayan de Oro, Philippines","year":2015,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre; Catholic Relief Services; University of Wisconsin-Madison; Université de Montréal; UNICEF","keywords":"Governmentality; Typhoon; Political science; Geography; Meteorology; Law","score_opus":0.09111172388233452,"score_gpt":0.3850107621974205,"score_spread":0.29389903831508596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545644021","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":[0.93401456,0.00021460537,4.2179423e-8,0.00026272697,0.00026466954,0.0006469014,0.000015821412,4.169124e-7,0.06458027],"genre_scores_gemma":[0.9940447,0.000050872164,0.000020498723,0.000014108321,0.000022257696,0.000006460805,0.000014947823,0.000006206626,0.0058199563],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99852335,0.00041314404,0.00027847194,0.00021152725,0.00040435357,0.00016913912],"domain_scores_gemma":[0.9993014,0.00009610034,0.00033684433,0.0001765486,0.000060443923,0.000028686256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017443385,0.00011395373,0.00022899192,0.000043338747,0.0001155874,0.0000695901,0.0006183993,0.00009243352,0.00019340674],"category_scores_gemma":[0.00023139258,0.00007012887,0.000032250293,0.00026227933,0.00027109083,0.0002583193,0.00025794917,0.00013240753,0.0000014750531],"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":[0.00023734439,0.00021157994,0.22602026,0.00019544519,0.000048856058,0.000005786461,0.6971698,0.00002491614,0.016098958,0.0003348697,0.00020848894,0.059443712],"study_design_scores_gemma":[0.0004013062,0.000027895261,0.103858754,0.00040283284,0.000034664863,3.9870275e-7,0.88964725,0.000014945089,0.0029866458,0.00025939103,0.0022159505,0.00014998546],"about_ca_topic_score_codex":0.039507262,"about_ca_topic_score_gemma":0.53093964,"teacher_disagreement_score":0.49143237,"about_ca_system_score_codex":0.0000830997,"about_ca_system_score_gemma":0.00021186729,"threshold_uncertainty_score":0.9668887},"labels":[],"label_agreement":null},{"id":"W2547942496","doi":"10.1080/09669582.2016.1224890","title":"Cognition of disaster risk in a tourism community: an agricultural heritage system perspective","year":2016,"lang":"en","type":"article","venue":"Journal of Sustainable Tourism","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Beijing Union University; Beijing Normal University; National Natural Science Foundation of China","keywords":"Tourism; Geography; Hazard; Environmental planning; Environmental resource management; Human settlement; Vulnerability (computing); Ecology; Environmental science","score_opus":0.01073867787526192,"score_gpt":0.2675381956444277,"score_spread":0.25679951776916576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547942496","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":[0.93613654,0.0001383019,0.00019096011,0.00077444135,0.00014570371,0.000267997,0.0000033011377,0.000015714439,0.062327016],"genre_scores_gemma":[0.99131966,0.00008061084,0.00008984593,0.000016120659,0.0002997197,0.000004515977,3.5144072e-7,0.00000805471,0.008181151],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974784,0.001072884,0.0004512224,0.00010671868,0.00050366326,0.00038710004],"domain_scores_gemma":[0.9981348,0.00018036424,0.000619342,0.00015524008,0.00077407336,0.0001362112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020809341,0.000120254204,0.00029011432,0.00025774972,0.00035899298,0.000089233334,0.00045752834,0.00008999194,0.000041875788],"category_scores_gemma":[0.00031784503,0.00007288802,0.00011631003,0.00037846103,0.00028251932,0.0015360413,0.00009242376,0.00030558178,0.00000395883],"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":[0.0011282095,0.0029853173,0.016831167,0.0008081213,0.00045601497,0.0029098662,0.7490895,0.00012705932,0.0033192413,0.19517687,0.015574106,0.011594525],"study_design_scores_gemma":[0.0009928718,0.00032142698,0.022815844,0.00029013128,0.000058301117,0.000009150121,0.9678444,0.0000028752177,0.0000812492,0.006091598,0.0013647787,0.0001273537],"about_ca_topic_score_codex":0.0031324206,"about_ca_topic_score_gemma":0.0006700089,"teacher_disagreement_score":0.21875492,"about_ca_system_score_codex":0.0005265329,"about_ca_system_score_gemma":0.00012281859,"threshold_uncertainty_score":0.47353038},"labels":[],"label_agreement":null},{"id":"W2552322105","doi":"10.26443/ijwpc.v1i1.54","title":"'Flowers Will Bloom': Assessing Support for Survivors of Japan's 3/11 Disaster through the Charity Song","year":2014,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Amateur; Heaven; Active listening; Social connectedness; Theme (computing); History; Media studies; Phrase; Psychology; Advertising; Sociology; Social psychology; Communication; Computer science","score_opus":0.0268840975018373,"score_gpt":0.33732127962076563,"score_spread":0.31043718211892835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552322105","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":[0.95631546,0.00011291505,0.0053085764,0.008005405,0.0030902254,0.0001752352,0.000026152567,0.000010030101,0.026956012],"genre_scores_gemma":[0.9971497,0.000018820034,0.00039654967,0.00028911963,0.0007704691,0.0000027362541,0.000005862323,0.000008360658,0.0013583904],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99841124,0.00011280391,0.00028574993,0.00012197939,0.0008813137,0.00018691165],"domain_scores_gemma":[0.9985768,0.00017900097,0.00040953414,0.00009607449,0.0006853355,0.000053243744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007126461,0.00009267089,0.00016320878,0.00007334446,0.00020515965,0.00021243091,0.00081742223,0.000049868027,0.000094236],"category_scores_gemma":[0.00023890639,0.0000648052,0.00022269119,0.000088165914,0.00028825516,0.0009000959,0.000051045037,0.000110416295,0.0000027716333],"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":[0.0001971604,0.00025297154,0.23974393,0.00015011216,0.00048515858,0.000015285083,0.5793397,0.000630025,0.0012743532,0.027267588,0.007707176,0.14293653],"study_design_scores_gemma":[0.0009547941,0.00019917446,0.01659928,0.00023015763,0.000104872095,0.000007103711,0.6704233,0.00022065452,0.0001816127,0.0006923057,0.3101769,0.00020980966],"about_ca_topic_score_codex":0.0005078298,"about_ca_topic_score_gemma":0.0011209318,"teacher_disagreement_score":0.30246973,"about_ca_system_score_codex":0.000084545696,"about_ca_system_score_gemma":0.00010448833,"threshold_uncertainty_score":0.26426792},"labels":[],"label_agreement":null},{"id":"W2552668272","doi":"10.1177/028072701203000102","title":"“101 Years of Mine Disasters and 101 Years of Song: Truth or Myth in Nova Scotia Mining Songs?”","year":2012,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cape Breton University; Carleton University","funders":"","keywords":"Nova scotia; Context (archaeology); History; Media coverage; Mythology; Event (particle physics); Literature; Media studies; Art; Sociology; Ethnology; Archaeology; Classics","score_opus":0.032847204320395236,"score_gpt":0.3191167448626642,"score_spread":0.286269540542269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552668272","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":[0.9927266,0.0003190928,0.00017268029,0.00048078783,0.0026234922,0.00010125801,0.000011296692,0.0000049913774,0.003559791],"genre_scores_gemma":[0.9977017,0.00022333358,0.0008493309,0.000047679725,0.00027794574,9.4799526e-7,0.0000020678046,0.000013237841,0.0008837455],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9975896,0.0001189623,0.0007508249,0.00014753397,0.0010447932,0.00034829963],"domain_scores_gemma":[0.9986925,0.00021191392,0.0006547534,0.00010798219,0.00017638894,0.0001564199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090577564,0.00013542874,0.00031139114,0.00040541944,0.000028318496,0.000044775665,0.00065739686,0.000061688916,0.00035149086],"category_scores_gemma":[0.00039422172,0.00012539676,0.00013815073,0.00031423543,0.00046511096,0.0008096788,0.00013329097,0.00011385529,0.000006246521],"study_design_candidate":"observational","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":[0.001866395,0.0011168323,0.6110743,0.00019273287,0.0010654357,0.00014830442,0.27852225,0.0010508591,0.006221145,0.009941189,0.005205955,0.08359453],"study_design_scores_gemma":[0.0035424703,0.0006360471,0.4107831,0.0011668354,0.00023694808,0.00003254435,0.5616196,0.00021147473,0.0006598531,0.00050804607,0.019861517,0.0007415623],"about_ca_topic_score_codex":0.0005096991,"about_ca_topic_score_gemma":0.0008948491,"teacher_disagreement_score":0.28309733,"about_ca_system_score_codex":0.00008534361,"about_ca_system_score_gemma":0.000095563584,"threshold_uncertainty_score":0.5113532},"labels":[],"label_agreement":null},{"id":"W2553195143","doi":"10.1177/028072701002800102","title":"Factors Associated with Evacuation from Hurricane Isabel in North Carolina, 2003","year":2010,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":28,"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":"Census; Geography; Residence; Territoriality; Flood myth; Population; Social capital; Storm; Demography; Sociology; Meteorology; Archaeology","score_opus":0.02995091793516903,"score_gpt":0.29327278255292,"score_spread":0.263321864617751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553195143","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":[0.9909097,0.00003635658,0.0002624972,0.000888105,0.0032536602,0.00010657088,0.000022017608,0.000012407945,0.0045086853],"genre_scores_gemma":[0.998544,0.00004953052,0.000111846726,0.000086952576,0.00029342435,0.0000027643596,0.000023437231,0.000010286844,0.0008778067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776804,0.00011639904,0.00044711508,0.00015862174,0.0012569614,0.0002528527],"domain_scores_gemma":[0.9985526,0.000112244124,0.00047030937,0.00009623515,0.00064641103,0.00012215335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041617273,0.00014117465,0.00019235365,0.00024344547,0.000099425575,0.00009049874,0.0007862307,0.000064394946,0.00053484406],"category_scores_gemma":[0.0006615161,0.00010850552,0.00007871736,0.00050187326,0.00022787847,0.0006652305,0.000041396026,0.00027293657,0.000006446928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006127786,0.00017272115,0.97619873,0.0000017060834,0.00020986277,0.00002622154,0.017581405,0.00050411257,0.00095204945,0.0014604033,0.0012167958,0.0016147308],"study_design_scores_gemma":[0.00088252773,0.00008949148,0.9640937,0.000067179084,0.00005965569,4.6486923e-7,0.023821926,0.00023830618,0.00013423548,0.000510582,0.00984772,0.0002542521],"about_ca_topic_score_codex":0.0009875279,"about_ca_topic_score_gemma":0.05127836,"teacher_disagreement_score":0.05029083,"about_ca_system_score_codex":0.00016756458,"about_ca_system_score_gemma":0.00018258949,"threshold_uncertainty_score":0.96603334},"labels":[],"label_agreement":null},{"id":"W2553842107","doi":"10.5751/es-01632-100222","title":"Resilience&amp;#8212;Now More than Ever","year":2005,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Storm; Tornado; Natural disaster; Resilience (materials science); Tropical cyclone; Geography; Climatology; Meteorology; Geology","score_opus":0.013303807994075007,"score_gpt":0.29547617562156037,"score_spread":0.2821723676274854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553842107","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":[0.8936324,0.00017775729,0.000094820425,0.011541184,0.0002751217,0.0001547769,0.0000013255021,0.00006850253,0.094054095],"genre_scores_gemma":[0.9058819,0.0005194964,0.0014078047,0.0020724393,0.00029206573,0.000010156388,0.0000018546646,0.0000041697836,0.089810155],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991068,0.00008073336,0.00010210068,0.00022289011,0.00015556013,0.0003318704],"domain_scores_gemma":[0.9996534,0.00008317879,0.000039039773,0.00011165334,0.000025121382,0.00008761345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047840257,0.00007809749,0.000103651255,0.000015271937,0.0007873189,0.00004478035,0.00020356919,0.00014610184,0.00047315838],"category_scores_gemma":[0.00003820412,0.000069156515,0.00007460726,0.00013511757,0.0008826479,0.0002419022,0.00008370812,0.000116736184,0.0001692453],"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":[0.0000147051,0.00018915869,0.43607172,0.000022446871,0.0000760589,0.000003542116,0.14433326,0.00006195134,0.000108067565,0.054565262,0.3524099,0.012143926],"study_design_scores_gemma":[0.0001852112,0.000017204777,0.35967702,0.0000037652756,0.000013059958,5.1805296e-7,0.014534044,0.000050031613,0.000005259101,0.0011787049,0.62421477,0.0001204195],"about_ca_topic_score_codex":0.000059557275,"about_ca_topic_score_gemma":0.0034171287,"teacher_disagreement_score":0.27180487,"about_ca_system_score_codex":0.000039051498,"about_ca_system_score_gemma":0.000054263783,"threshold_uncertainty_score":0.60555005},"labels":[],"label_agreement":null},{"id":"W2553846793","doi":"10.1108/ics-04-2016-0030","title":"Assessing IT disaster recovery plans","year":2016,"lang":"en","type":"article","venue":"Information and Computer Security","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"University of New Brunswick","funders":"","keywords":"Audit; Preparedness; Documentation; Software deployment; Business; Operations management; Accounting; Public relations; Political science; Computer science; Engineering","score_opus":0.01568029080027097,"score_gpt":0.2793729313175592,"score_spread":0.26369264051728825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553846793","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":[0.5362668,0.000014476134,0.13196133,0.008082283,0.0011856065,0.00022749507,0.000011086106,0.00014981664,0.3221011],"genre_scores_gemma":[0.9976037,0.0000618779,0.00023726368,0.0015541738,0.00013498125,0.0000024233116,0.0000030856384,0.0000012200004,0.00040125108],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947363,0.000040974748,0.00013292696,0.000060664086,0.00016283467,0.00012895357],"domain_scores_gemma":[0.9997508,0.000044643,0.00005515102,0.00006634068,0.000028236878,0.000054844517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002237134,0.000048628408,0.000051376526,0.00004588833,0.00019814266,0.00046817298,0.0001077201,0.000032613923,0.00008090385],"category_scores_gemma":[0.00001130988,0.000032670694,0.000019364554,0.00006275226,0.00009228493,0.0038783997,0.00006647255,0.000027176942,0.00009896994],"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":[0.000008991261,0.000019709818,0.0039093164,0.000024564848,0.000010158947,9.222371e-7,0.046276998,0.0000020320208,0.0000019472836,0.06571706,0.02110801,0.8629203],"study_design_scores_gemma":[0.00034917885,0.000027482532,0.013222266,0.00007953168,0.0000047075578,0.000001017992,0.006417308,0.00083413825,0.000005527488,0.0051165423,0.9737812,0.00016106499],"about_ca_topic_score_codex":0.00004330352,"about_ca_topic_score_gemma":0.000120624805,"teacher_disagreement_score":0.9526732,"about_ca_system_score_codex":0.000016401544,"about_ca_system_score_gemma":0.000020081754,"threshold_uncertainty_score":0.4514603},"labels":[],"label_agreement":null},{"id":"W2556418835","doi":"10.5751/es-03381-150218","title":"Ecological and Human Community Resilience in Response to Natural Disasters","year":2010,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":298,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Oak Ridge National Laboratory","keywords":"Resilience (materials science); Natural disaster; Community resilience; Environmental resource management; Disaster response; Natural (archaeology); Ecology; Geography; Hurricane katrina; Environmental planning; Emergency management; Environmental science; Political science; Biology; Computer science","score_opus":0.013166147869363522,"score_gpt":0.309194288615923,"score_spread":0.2960281407465595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556418835","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":[0.99218225,0.000008480656,0.0000016898455,0.0031190335,0.00023658854,0.00017796796,9.864027e-7,0.000021986956,0.0042510047],"genre_scores_gemma":[0.99616086,0.000012258262,0.00021147849,0.0011290049,0.000029036419,0.00001208349,8.5460897e-7,0.0000021979888,0.0024421916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884504,0.00053580006,0.00010324659,0.00016561289,0.00008293194,0.0002673941],"domain_scores_gemma":[0.99926585,0.00048716736,0.0000251431,0.00010965491,0.0000145622735,0.00009760172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019874515,0.00006865346,0.00011012063,0.000027349233,0.0011443875,0.000050495866,0.00021785099,0.00013880388,0.000054726857],"category_scores_gemma":[0.0002958634,0.000060044626,0.000026564618,0.00014219471,0.0012175153,0.00012882057,0.00022213189,0.0004917415,0.0000060351085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013479794,0.00026988809,0.76010805,0.000015932726,0.000013471121,0.000011338295,0.19673929,0.0000040738055,0.007759003,0.028666113,0.0047799954,0.0014980201],"study_design_scores_gemma":[0.00020716169,0.00008684691,0.95307076,0.0000028509958,0.0000026734265,5.8535517e-7,0.039129388,0.0000094843235,0.0000049175796,0.0011413232,0.0062632053,0.00008082327],"about_ca_topic_score_codex":0.00035036748,"about_ca_topic_score_gemma":0.032136653,"teacher_disagreement_score":0.19296266,"about_ca_system_score_codex":0.000023084272,"about_ca_system_score_gemma":0.000026718526,"threshold_uncertainty_score":0.98552436},"labels":[],"label_agreement":null},{"id":"W2558577227","doi":"10.1007/s10668-016-9891-7","title":"A review of approaches for monitoring and evaluation of urban climate resilience initiatives","year":2016,"lang":"en","type":"review","venue":"Environment Development and Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":95,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Resilience (materials science); Context (archaeology); Monitoring and evaluation; Adaptation (eye); Psychological resilience; Environmental resource management; Urban resilience; Process management; Climate change; Environmental planning; Risk analysis (engineering); Management science; Computer science; Political science; Urban planning; Business; Psychology; Environmental science; Geography; Engineering","score_opus":0.08630957295232965,"score_gpt":0.3668957239181191,"score_spread":0.2805861509657894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558577227","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006584694,0.99455476,0.00008217016,0.000058590053,0.000041728388,0.0031110232,0.0000080320215,0.0000067354053,0.0014784676],"genre_scores_gemma":[0.0021229768,0.9967627,0.00040251843,0.0000024061587,0.000029423658,0.0004916051,0.000008676135,0.0000089980695,0.00017069245],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755615,0.00053403014,0.0006595279,0.00042923607,0.0005396756,0.00028137848],"domain_scores_gemma":[0.9988362,0.0003028308,0.0004952892,0.00020975503,0.0000882651,0.000067619294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005475111,0.00021291079,0.00074161857,0.00008792826,0.00022002781,0.000016111751,0.00019322646,0.00009608165,0.000020397409],"category_scores_gemma":[0.0005379964,0.00015462753,0.00009676428,0.00011081596,0.00068720424,0.00020808686,0.0002007208,0.000055445045,5.107711e-7],"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":[0.000003961596,0.000042443127,0.001583881,0.09866292,0.000033644646,9.617344e-8,0.0027329277,1.8549672e-7,2.2548043e-8,0.0012573142,0.000013293885,0.89566934],"study_design_scores_gemma":[0.00021614696,0.000040382234,0.0032984584,0.03820065,0.00043869388,1.2778243e-7,0.004660687,0.0000021196188,0.0000034757807,0.00091981294,0.95191145,0.00030799213],"about_ca_topic_score_codex":0.0000038065045,"about_ca_topic_score_gemma":0.0000014495985,"teacher_disagreement_score":0.95189816,"about_ca_system_score_codex":0.00033779445,"about_ca_system_score_gemma":0.0004740056,"threshold_uncertainty_score":0.63055277},"labels":[],"label_agreement":null},{"id":"W2561687149","doi":"10.5509/2015883551","title":"Informality, Resilience, and the Political Implications of Disaster Governance","year":2015,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Politics; Corporate governance; Political science; Business; Law; Finance","score_opus":0.020124199239354434,"score_gpt":0.28607182261840786,"score_spread":0.2659476233790534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561687149","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":[0.0058679557,0.00008955769,0.00027511522,0.0067375395,0.000104075545,0.0001881609,0.000005781251,0.000019299483,0.9867125],"genre_scores_gemma":[0.99428564,0.000043405984,0.00006084133,0.000038947866,0.000050895545,0.000012543033,7.2798065e-7,0.0000025092124,0.005504504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.999091,0.000089993344,0.00015821823,0.000111739864,0.00030188446,0.0002471129],"domain_scores_gemma":[0.99941385,0.00011911932,0.00007212399,0.00020272605,0.000058706923,0.00013346926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005580042,0.00005594664,0.00009697192,0.000016712249,0.00016451615,0.00005848686,0.000279439,0.000029331442,0.00002408909],"category_scores_gemma":[0.00022619234,0.00003569877,0.000030786276,0.00020462999,0.0020543626,0.00024902803,0.00011465891,0.000049711813,0.000022735536],"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":[0.00001635007,0.000012803705,0.007497204,0.000004944228,0.0000035285652,1.2798387e-7,0.014146896,0.0000014965772,0.0000011289369,0.9749664,0.0020659643,0.0012831744],"study_design_scores_gemma":[0.00055883324,0.00002168414,0.012132126,0.00001451892,0.000016247,8.663169e-7,0.88171774,0.00004370849,0.0000075376997,0.06909324,0.036291104,0.00010240044],"about_ca_topic_score_codex":0.00037294513,"about_ca_topic_score_gemma":0.00032382336,"teacher_disagreement_score":0.9884177,"about_ca_system_score_codex":0.0000257014,"about_ca_system_score_gemma":0.00006865761,"threshold_uncertainty_score":0.7569384},"labels":[],"label_agreement":null},{"id":"W2563175145","doi":"10.5555/arwg.12.1-2.8tm7855238u72363","title":"Spatial Patterns and Distribution of Disasters in the OIC Member Countries","year":2011,"lang":"en","type":"article","venue":"Arab world geographer","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":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Hazard; Distribution (mathematics); Natural disaster; Geography; Natural hazard; Business; Economic geography; Ecology","score_opus":0.018100149365759374,"score_gpt":0.25735305137620035,"score_spread":0.23925290201044097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563175145","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":[0.94754046,0.000074927346,0.00011501789,0.00043204127,0.00012280358,0.00017281238,0.0000067980263,0.000010347852,0.0515248],"genre_scores_gemma":[0.9990188,0.00008934638,0.000006878239,0.0001196437,0.000027565418,0.000010739659,0.000004166801,0.000002342086,0.00072052976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992635,0.00010975604,0.00011959074,0.00011698133,0.00021432657,0.00017583008],"domain_scores_gemma":[0.9997502,0.000046898953,0.00005136911,0.000109841385,0.000017400063,0.000024293327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035587788,0.000060621303,0.000074011274,0.0000531873,0.00011478785,0.000035870602,0.0001840407,0.000018826473,0.00026291193],"category_scores_gemma":[0.000010022511,0.000041374606,0.00003293459,0.0002949964,0.00043782932,0.00014752854,0.00003443264,0.00004736533,0.0000058113023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000129182135,0.00003911758,0.96443605,0.000009522587,0.000007415524,0.000001990131,0.016704062,4.58523e-7,4.8763263e-7,0.015884232,0.00031933442,0.0025843943],"study_design_scores_gemma":[0.00013300235,0.000014745932,0.97500867,0.000024222876,0.000014565477,8.434705e-8,0.009623553,0.000003896208,0.000008696542,0.0014156561,0.013688563,0.000064374035],"about_ca_topic_score_codex":0.012193482,"about_ca_topic_score_gemma":0.08227402,"teacher_disagreement_score":0.07008053,"about_ca_system_score_codex":0.0000048652078,"about_ca_system_score_gemma":0.0000069152034,"threshold_uncertainty_score":0.9943844},"labels":[],"label_agreement":null},{"id":"W2563228588","doi":"10.2495/sdp-v12-n4-789-799","title":"From Resilience to Flexibility: Urban Scenario to Reduce Hazard","year":2016,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Flexibility (engineering); Hazard; Urban resilience; Environmental planning; Environmental science; Environmental resource management; Computer science; Risk analysis (engineering); Business; Urban planning; Engineering; Economics; Civil engineering","score_opus":0.02414360456690729,"score_gpt":0.317831363635436,"score_spread":0.29368775906852873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563228588","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":[0.9783292,0.0000915346,0.004589939,0.008101693,0.0006624504,0.00013511653,0.0000012882634,0.000013263352,0.008075553],"genre_scores_gemma":[0.97272015,0.000014435504,0.0042590746,0.0004357208,0.00055241765,0.0000037814693,7.1385716e-7,0.000005097005,0.022008592],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984591,0.000049887887,0.00031787434,0.0001851651,0.0006910861,0.00029688826],"domain_scores_gemma":[0.9988736,0.00013611092,0.0001317326,0.00006439157,0.0005554547,0.00023874655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090368435,0.00009035146,0.00012336315,0.00032075803,0.00024332597,0.00023448828,0.0005594783,0.00003495107,0.000083380786],"category_scores_gemma":[0.00066975184,0.00006560335,0.000026549604,0.00019342326,0.000067334564,0.000556392,0.0001913114,0.00006433454,0.000022419894],"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":[0.0012949556,0.00014353554,0.1389904,0.0000232428,0.00029259748,0.0026610352,0.48356062,0.00041541454,0.0019786458,0.021057356,0.080321684,0.26926053],"study_design_scores_gemma":[0.00049244706,0.00006663084,0.060534578,0.0005230753,0.000009332957,0.0000041561348,0.16533035,0.000003208171,0.0013292717,0.0025296835,0.76893604,0.00024122724],"about_ca_topic_score_codex":0.00016478325,"about_ca_topic_score_gemma":0.000041464613,"teacher_disagreement_score":0.68861437,"about_ca_system_score_codex":0.00028606824,"about_ca_system_score_gemma":0.00036223605,"threshold_uncertainty_score":0.2675227},"labels":[],"label_agreement":null},{"id":"W2564189834","doi":"10.5465/ambpp.2015.17076abstract","title":"The structure of effective governance of transboundary disaster response networks","year":2015,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Corporate governance; Disaster response; Operations research; Dimension (graph theory); Theme (computing); Political science; Emergency management; Computer science; Library science; Management; Law; Engineering; World Wide Web; Economics","score_opus":0.012211522761207936,"score_gpt":0.2803119455730059,"score_spread":0.26810042281179797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564189834","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":[0.9452714,0.0006460108,0.00015261273,0.002891661,0.00018061773,0.001052942,0.0000053897747,0.000026186035,0.04977322],"genre_scores_gemma":[0.9958835,0.0003575951,0.00013947957,0.00008704754,0.0000617425,0.000009084881,2.7840863e-7,0.000009065134,0.0034522002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983161,0.00007586442,0.00034436292,0.00021311389,0.0007680601,0.00028248056],"domain_scores_gemma":[0.99921554,0.00014775657,0.00040748628,0.00007252423,0.00008808628,0.000068617155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015175251,0.00012318106,0.00021016563,0.000054448472,0.00016378105,0.00003951727,0.0008058264,0.00009159113,0.000012662948],"category_scores_gemma":[0.000114003036,0.00008891315,0.00007643483,0.0004968633,0.0009889877,0.00041496943,0.00017098206,0.00014549914,0.0000011676505],"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":[0.0042743282,0.00016687914,0.010226558,0.0007357507,0.00045824624,0.0000014840354,0.0535644,0.00029656364,0.0018476143,0.7652901,0.030123115,0.13301496],"study_design_scores_gemma":[0.0034261753,0.00071970106,0.29215083,0.00093341025,0.000477454,8.9498667e-7,0.0986903,0.00046110956,0.0067217015,0.041976288,0.55370677,0.0007354097],"about_ca_topic_score_codex":0.000033319648,"about_ca_topic_score_gemma":0.000010302438,"teacher_disagreement_score":0.7233138,"about_ca_system_score_codex":0.000043589513,"about_ca_system_score_gemma":0.00001773625,"threshold_uncertainty_score":0.36439666},"labels":[],"label_agreement":null},{"id":"W2566563739","doi":"10.5555/arwg.14.1.r457102587347xt7","title":"Public Response to Bangladesh's 2007 Floods and Cyclone Sidr: A Comparison","year":2011,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flood myth; Cyclone (programming language); Natural disaster; Government (linguistics); Tropical cyclone; Democracy; Flooding (psychology); Geography; Emergency management; Socioeconomics; Business; Political science; Economic growth; Psychology; Politics; Meteorology; Sociology; Economics; Engineering","score_opus":0.04687585790754531,"score_gpt":0.2935539634160555,"score_spread":0.2466781055085102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566563739","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":[0.6194535,0.00040209023,0.000105335304,0.0038302268,0.00037090966,0.00035767406,0.000002095519,0.00013638951,0.3753418],"genre_scores_gemma":[0.96812683,0.000033287495,0.0009513861,0.0007684718,0.00008890841,0.00002717133,0.0000010503626,0.000011136223,0.029991783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833226,0.00028203934,0.00019384401,0.0003315655,0.0003427383,0.00051757414],"domain_scores_gemma":[0.99923193,0.00009209023,0.00005770243,0.00025713813,0.000055199405,0.00030591583],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010000491,0.00013375816,0.00016276402,0.00038046096,0.00040951883,0.00017433976,0.00036499198,0.00004626187,0.0017422055],"category_scores_gemma":[0.00009123141,0.00012255742,0.00006406946,0.0013346787,0.0003910062,0.00031515196,0.00014057977,0.00010426897,0.00024524378],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035558516,0.0002959043,0.8794982,0.000009978167,0.00006429995,0.0000209758,0.026424682,0.0000015564005,0.00006583642,0.023730915,0.04319235,0.026339732],"study_design_scores_gemma":[0.00024667796,0.000063891515,0.5022255,0.00001808454,0.000019470663,2.4590727e-7,0.0038705878,0.000007076577,0.000015064363,0.0012562795,0.4920693,0.00020777041],"about_ca_topic_score_codex":0.0013734783,"about_ca_topic_score_gemma":0.0122936405,"teacher_disagreement_score":0.44887695,"about_ca_system_score_codex":0.000013676172,"about_ca_system_score_gemma":0.000027110958,"threshold_uncertainty_score":0.99917036},"labels":[],"label_agreement":null},{"id":"W2572984904","doi":"10.1175/bams-d-16-0158.1","title":"Human Influence on the 2015 Extreme High Temperature Events in Western China","year":2016,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"China; Climatology; Environmental science; Geography; Meteorology; Geology; Archaeology","score_opus":0.016968550120301365,"score_gpt":0.2751750844215722,"score_spread":0.25820653430127083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2572984904","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":[0.9153128,0.000016247013,0.0000022775419,0.08217897,0.000066661996,0.0002812079,0.0000032103926,0.00002654507,0.0021120608],"genre_scores_gemma":[0.9884771,0.00006913022,0.00008602145,0.0045775827,0.000067044006,0.000025749345,1.9372371e-7,0.000006360756,0.0066907955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783385,0.0007419159,0.00022297357,0.00028810144,0.00054504495,0.00036810522],"domain_scores_gemma":[0.99896866,0.00030548,0.0002660913,0.00037007636,0.000032008207,0.00005765376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011384058,0.00014200078,0.000235984,0.000012870857,0.00039886782,0.000020677533,0.0012458141,0.000069168935,0.00045025954],"category_scores_gemma":[0.0003396188,0.000055749304,0.00020945037,0.00033484143,0.0020325098,0.000030295228,0.00029405014,0.00020993373,0.00006103813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022130046,0.0010390361,0.7344083,0.000026772252,0.00018189894,0.0000066623015,0.008906936,0.00019648307,0.03743705,0.050138425,0.1572432,0.010193932],"study_design_scores_gemma":[0.0002344408,0.00015992972,0.9565716,0.000053163778,0.0000107205715,1.3776494e-7,0.00126205,2.9774094e-7,0.00012917923,0.0026256363,0.038822822,0.00013002621],"about_ca_topic_score_codex":0.0016040438,"about_ca_topic_score_gemma":0.00010015096,"teacher_disagreement_score":0.2221633,"about_ca_system_score_codex":0.000060000064,"about_ca_system_score_gemma":0.0000194444,"threshold_uncertainty_score":0.7488867},"labels":[],"label_agreement":null},{"id":"W2574323906","doi":"","title":"Citizen participation in the specification and mapping of potential disaster assets","year":2013,"lang":"en","type":"article","venue":"International Conference on Information Systems for Crisis Response and Management","topic":"Disaster Management and Resilience","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":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Identification (biology); Preparedness; Asset (computer security); Empowerment; Knowledge management; Business; Community resilience; Focus group; Resilience (materials science); Emergency management; Disaster response; Process management; Computer science; Marketing; Computer security; Resource (disambiguation); Political science","score_opus":0.04139852254525448,"score_gpt":0.32994990722289314,"score_spread":0.28855138467763863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574323906","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":[0.84484833,0.000032403863,0.03427807,0.016901098,0.00060211454,0.0030499832,0.000021854683,0.0000279447,0.10023822],"genre_scores_gemma":[0.9984906,0.0002737995,0.00006692008,0.0001946967,0.000026174292,0.00034693666,0.000015655454,0.0000017628822,0.0005835024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9989683,0.00015036749,0.00032280278,0.00009138741,0.0003592208,0.00010794258],"domain_scores_gemma":[0.9995022,0.000079748876,0.00015993505,0.000090179536,0.00014296126,0.000024974128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009782257,0.000063013424,0.00007503229,0.000248666,0.000112106325,0.0003979514,0.00017647658,0.000028291777,0.000028638846],"category_scores_gemma":[0.000044793433,0.000048186295,0.000020035792,0.00009739172,0.000060134418,0.00083551655,0.000036454752,0.000028680513,0.000015587579],"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":[0.0003722163,0.00006674461,0.000904151,0.00016380752,0.000057232894,7.08394e-7,0.04377669,0.00014149473,0.000080819234,0.91898245,0.0073693087,0.028084377],"study_design_scores_gemma":[0.0014467817,0.00015221635,0.29776338,0.00025829146,0.000029538849,0.0000011972965,0.4466204,0.013574684,0.000013731044,0.0051581366,0.23471585,0.00026577228],"about_ca_topic_score_codex":0.0002384829,"about_ca_topic_score_gemma":0.000028843908,"teacher_disagreement_score":0.9138243,"about_ca_system_score_codex":0.00002803774,"about_ca_system_score_gemma":0.0000094615825,"threshold_uncertainty_score":0.38374543},"labels":[],"label_agreement":null},{"id":"W2579977773","doi":"10.4000/vertigo.17963","title":"Les enjeux de l’après : vulnérabilité et résilience à l’épreuve des politiques de la catastrophe au 20e siècle","year":2016,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.07399420153493784,"score_gpt":0.34883512635928554,"score_spread":0.2748409248243477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579977773","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":[0.8445412,0.001734162,0.0053484193,0.010608464,0.00039386592,0.00021863283,0.000036969333,0.00012151917,0.13699675],"genre_scores_gemma":[0.9711695,0.0016318993,0.0021457828,0.0003815616,0.00031324435,0.000029441264,0.0000014653365,0.000024699635,0.024302457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99610394,0.0014211286,0.00030203757,0.00049275195,0.00042696032,0.0012531683],"domain_scores_gemma":[0.99820375,0.00077649404,0.00010810683,0.00039353094,0.00011453311,0.00040360712],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013533061,0.00026419092,0.0002296736,0.00007799754,0.00068140787,0.00019191121,0.0008429583,0.00026950595,0.0007480766],"category_scores_gemma":[0.0010808263,0.00020528541,0.00014914517,0.00038189115,0.004536309,0.0008762053,0.00026518552,0.00022249612,0.00021831218],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002800568,0.00025533396,0.29544246,0.00012138854,0.00003452194,0.000030871004,0.026180519,0.000032134783,0.0024427273,0.5919712,0.0051430836,0.07831774],"study_design_scores_gemma":[0.0006853447,0.00031504934,0.63440055,0.001031462,0.00011372443,0.000015445423,0.019637924,0.000102297796,0.0038491564,0.18592234,0.1531864,0.00074029027],"about_ca_topic_score_codex":0.020699281,"about_ca_topic_score_gemma":0.0044703046,"teacher_disagreement_score":0.40604886,"about_ca_system_score_codex":0.0008284191,"about_ca_system_score_gemma":0.000654399,"threshold_uncertainty_score":0.99817276},"labels":[],"label_agreement":null},{"id":"W2581915959","doi":"10.23917/forgeo.v28i1.433","title":"Behavior and Preparedness to Fire Hazard in High Density Settlements in Bandung","year":2016,"lang":"en","type":"article","venue":"Forum Geografi","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":"Encana (Canada)","funders":"","keywords":"Human settlement; Preparedness; Fire hazard; Hazard; Settlement (finance); Geography; Disaster preparedness; Environmental planning; Emergency management; Environmental resource management; Environmental protection; Environmental science; Business; Archaeology; Ecology; Political science","score_opus":0.010274821092770389,"score_gpt":0.2803634072174817,"score_spread":0.2700885861247113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581915959","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":[0.99475616,0.00002692642,0.000012678051,0.0022113703,0.00022166714,0.00041237855,0.000006212533,0.000024713001,0.0023279039],"genre_scores_gemma":[0.9966761,0.000023739427,0.00006665887,0.00014610477,0.00002326717,0.000055935776,0.0000016925898,0.0000044313147,0.0030021076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896765,0.000057611483,0.00013498157,0.00024083583,0.00021867821,0.00038024268],"domain_scores_gemma":[0.9997201,0.000026309304,0.000027155336,0.00011947269,0.000017019574,0.00008996195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030080037,0.00007575321,0.00010469857,0.00009091007,0.00011917303,0.00005218051,0.00018488089,0.000046061796,0.00008906896],"category_scores_gemma":[0.00004555765,0.000057388075,0.000018213797,0.00024966052,0.0001023591,0.0002294784,0.00017574787,0.00003113587,0.000034827444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012643302,0.000050978466,0.93725795,0.0000034295172,0.0000017790663,0.000010782959,0.0031245472,9.686449e-7,0.000048594535,0.00047125292,0.0009883246,0.058028784],"study_design_scores_gemma":[0.0004919926,0.00003674482,0.9833063,0.000073975876,0.0000059163167,1.5926966e-7,0.003851319,0.0000025439115,0.000042293424,0.0004881686,0.011566305,0.00013429188],"about_ca_topic_score_codex":0.0040708296,"about_ca_topic_score_gemma":0.0842286,"teacher_disagreement_score":0.08015777,"about_ca_system_score_codex":0.000071597766,"about_ca_system_score_gemma":0.000025197813,"threshold_uncertainty_score":0.9324818},"labels":[],"label_agreement":null},{"id":"W2583344653","doi":"10.1080/16549716.2017.1270816","title":"‘Life under the tent is not safe, especially for young women’: understanding intersectional violence among internally displaced youth in Leogane, Haiti","year":2017,"lang":"en","type":"article","venue":"Global Health Action","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Grand Challenges Canada","keywords":"Internally displaced person; Gender studies; Refugee; Sociology; Political science; Gerontology; Economic growth; Demography; Medicine; Population","score_opus":0.0955953864308694,"score_gpt":0.39509415041463664,"score_spread":0.29949876398376724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583344653","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":[0.92043746,0.0000279081,0.028162107,0.016240576,0.004941388,0.0010439539,0.000058508504,0.000056373498,0.029031709],"genre_scores_gemma":[0.99643373,0.00009537888,0.000024358347,0.0017620628,0.0004322711,0.000043635202,0.000004460464,0.0000059401223,0.0011981856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982521,0.00011708655,0.0002919972,0.00030999267,0.00047449535,0.00055436144],"domain_scores_gemma":[0.99912673,0.00004708968,0.00034021167,0.00021114576,0.00004828996,0.00022656037],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010228995,0.00012589167,0.00015212312,0.000056814002,0.0018928633,0.00042292432,0.00050324365,0.00007147715,0.000056890007],"category_scores_gemma":[0.000134514,0.00010306429,0.000069563735,0.00013113688,0.00036538456,0.0006397849,0.00009761443,0.0001407613,0.000012410291],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003914358,0.00060389476,0.41092062,0.00046464734,0.00022161788,0.000009431621,0.12429093,0.00070641516,0.000024866598,0.3452609,0.031144693,0.08243763],"study_design_scores_gemma":[0.0014631961,0.00023072195,0.5858905,0.0004901896,0.00002305232,0.0000011118523,0.38380498,0.0011612636,0.0000052614782,0.022586023,0.004009613,0.00033414946],"about_ca_topic_score_codex":0.010826072,"about_ca_topic_score_gemma":0.08292989,"teacher_disagreement_score":0.32267487,"about_ca_system_score_codex":0.0030678185,"about_ca_system_score_gemma":0.00044098342,"threshold_uncertainty_score":0.9994065},"labels":[],"label_agreement":null},{"id":"W2583482622","doi":"10.69554/zruv2651","title":"Auditing emergency management programmes: Measuring leading indicators of programme performance","year":2016,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","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":"Capital Regional District","funders":"","keywords":"Process management; Audit; Documentation; Accountability; Business; Process (computing); Emergency management; Realisation; Performance measurement; Performance indicator; Operations management; Computer science; Knowledge management; Risk analysis (engineering); Accounting; Engineering; Political science; Marketing","score_opus":0.02986766124505484,"score_gpt":0.2862783725466712,"score_spread":0.25641071130161636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583482622","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":[0.5144951,0.00004909844,0.0011774824,0.00040789336,0.00026433903,0.0004657405,2.7247677e-7,0.00015281487,0.48298725],"genre_scores_gemma":[0.9696239,0.0003568259,0.0010289047,0.000009705749,0.000074162555,0.00004838474,2.99575e-7,0.000008755485,0.028849028],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833643,0.00005044376,0.0002870015,0.00023815256,0.0005445877,0.00054336904],"domain_scores_gemma":[0.9995038,0.000020307609,0.00016305957,0.0001651749,0.000041920783,0.00010574242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007427108,0.0001027805,0.00012148136,0.00018548415,0.0002963343,0.000032101103,0.00042208674,0.000036344478,0.00041626662],"category_scores_gemma":[0.000051472503,0.00006773318,0.0000644313,0.0006123781,0.00024217676,0.00039583028,0.00012363282,0.000036073026,0.00007690363],"study_design_candidate":"design_other","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":[0.00000453631,0.00006570207,0.12342348,0.00012098525,0.000035609602,0.000001551273,0.002908316,9.1773336e-7,0.000082841696,0.043085266,0.00040940216,0.8298614],"study_design_scores_gemma":[0.0024511858,0.0004988214,0.16127639,0.002119377,0.00024017424,0.0000011188831,0.13500772,0.00008635996,0.006522638,0.004155046,0.6856505,0.001990618],"about_ca_topic_score_codex":0.00005021267,"about_ca_topic_score_gemma":0.00010913839,"teacher_disagreement_score":0.8278708,"about_ca_system_score_codex":0.00005745152,"about_ca_system_score_gemma":0.000022388747,"threshold_uncertainty_score":0.45578277},"labels":[],"label_agreement":null},{"id":"W2585014216","doi":"10.5539/jsd.v10n1p81","title":"The Application of Composite Indicators to Disaster Resilience: A Case Study in Osaka Prefecture, Japan","year":2017,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of the Environment, Government of Japan","keywords":"Resilience (materials science); Baseline (sea); Environmental resource management; Community resilience; Geography; Sustainability; Urban resilience; Standardization; Environmental planning; Regional science; Computer science; Urban planning; Environmental science; Civil engineering; Political science; Engineering; Resource (disambiguation)","score_opus":0.011618943331490302,"score_gpt":0.31634688348135664,"score_spread":0.3047279401498663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585014216","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":[0.9933635,0.000040381936,0.00019664955,0.000603128,0.00009795201,0.0008323732,1.07780515e-7,0.0000032617968,0.0048626387],"genre_scores_gemma":[0.99694085,0.000011108867,0.00022561789,0.000026614418,0.000039084913,0.000028514918,8.1721105e-8,0.000004743029,0.0027233737],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9983064,0.00013268382,0.0004907828,0.00013498882,0.0006084894,0.00032665068],"domain_scores_gemma":[0.9987397,0.00007468277,0.00059498235,0.00026730556,0.00020366651,0.000119642216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025191524,0.00008949248,0.00017547932,0.00027289643,0.0012982619,0.0002680033,0.000868173,0.000033589535,0.0000042122165],"category_scores_gemma":[0.00022932868,0.000059084377,0.000035073033,0.00034392983,0.00020493935,0.00032469622,0.0002567927,0.00013058718,0.000002444156],"study_design_candidate":"observational","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":[0.00014959936,0.00051245897,0.65540934,0.00005358121,0.00006284476,0.0010769251,0.27224883,0.0002009023,0.000034818066,0.003967493,0.00036456547,0.06591865],"study_design_scores_gemma":[0.00039928395,0.000112092006,0.4467582,0.000032476524,0.000013208148,0.0000135660475,0.52061516,0.000004641819,0.0000561078,0.00025367818,0.031647272,0.00009432205],"about_ca_topic_score_codex":0.00086201035,"about_ca_topic_score_gemma":0.002893258,"teacher_disagreement_score":0.24836633,"about_ca_system_score_codex":0.00024986098,"about_ca_system_score_gemma":0.00037749583,"threshold_uncertainty_score":0.9985313},"labels":[],"label_agreement":null},{"id":"W2585996971","doi":"10.1108/ijes-10-2016-0021","title":"Editorial","year":2016,"lang":"en","type":"editorial","venue":"International Journal of Emergency Services","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; Emergency management; Public relations; Community resilience; Context (archaeology); Preparedness; Publishing; Resilience (materials science); Political science; Business; Sociology; Engineering; Geography","score_opus":0.00943248097891486,"score_gpt":0.3536917138328826,"score_spread":0.34425923285396776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585996971","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009980993,0.00042108065,0.000020956288,0.0011209793,0.9564726,0.00006392704,0.000048149243,0.000016935204,0.041735563],"genre_scores_gemma":[0.0003641914,0.0077038324,0.00002896993,0.000021045887,0.9776205,0.0000021450585,0.000014975343,0.000018514711,0.014225847],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945239,0.00014235495,0.0007436621,0.00019249579,0.004136769,0.0002608368],"domain_scores_gemma":[0.995167,0.00022438401,0.0012367466,0.00013520192,0.0030983165,0.00013834002],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010313648,0.00018631261,0.000263399,0.0002953312,0.00013636413,0.00016156437,0.0029895636,0.00042195458,0.002209829],"category_scores_gemma":[0.00046023692,0.0001378671,0.0002961042,0.00012042752,0.00007582115,0.0008575705,0.00017475233,0.00037833583,0.00015886234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076048935,0.000049760045,0.00012158811,0.000024846846,0.0002430414,0.000014395056,0.0016460369,0.000001664496,0.000013814094,0.0005729697,0.9950941,0.002141694],"study_design_scores_gemma":[0.000295712,0.00004144793,0.000015576223,0.0002776857,0.000051053128,1.7395351e-7,0.00065851933,4.7944843e-7,0.000002004428,0.0031450628,0.9953487,0.00016356424],"about_ca_topic_score_codex":0.0004683238,"about_ca_topic_score_gemma":0.00084040844,"teacher_disagreement_score":0.027509717,"about_ca_system_score_codex":0.00015754702,"about_ca_system_score_gemma":0.0004583057,"threshold_uncertainty_score":0.9987023},"labels":[],"label_agreement":null},{"id":"W2586511212","doi":"10.13140/rg.2.2.26699.80169","title":"Factors influencing individuals' decision-making during high-risk short-notice disasters: the case study of the August 21st, 2011 Goderich, Ontario tornado","year":2012,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tornado; Notice; Forensic engineering; Engineering; Geography; Meteorology; Political science; Law","score_opus":0.017226238555150614,"score_gpt":0.24060964200591917,"score_spread":0.22338340345076854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586511212","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":[0.9968208,0.000046481386,0.0000020844352,0.00004037558,0.00087909907,0.0008453209,0.000015711295,0.000030360607,0.0013197771],"genre_scores_gemma":[0.92405075,0.000017880373,0.00004279932,0.0000033831116,0.000052487067,8.647771e-7,0.000007100706,0.000018986173,0.07580576],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997589,0.00038936498,0.0002679194,0.0004034123,0.0008910873,0.00045924186],"domain_scores_gemma":[0.9982223,0.00027388197,0.0006580947,0.0005915955,0.00015013268,0.00010398765],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005378757,0.00030683156,0.0004149672,0.00020922185,0.0019510973,0.00010149437,0.0014200237,0.00021539713,0.00040696678],"category_scores_gemma":[0.000057431385,0.00021622016,0.00020968913,0.00036923622,0.00032163327,0.0007639597,0.00043923935,0.00046267555,0.000009491022],"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":[0.000034009052,0.00015324536,0.2549387,0.000049207145,0.0001698368,0.0000354167,0.74294794,0.00020998475,0.000012395191,0.000037211612,0.00011301407,0.001299074],"study_design_scores_gemma":[0.00016250026,0.000037215046,0.38933104,0.00014149227,0.00042251567,8.203822e-7,0.6096529,0.0000022334461,0.000009358112,0.000021023336,0.000058385354,0.00016053588],"about_ca_topic_score_codex":0.86772555,"about_ca_topic_score_gemma":0.9884244,"teacher_disagreement_score":0.13439234,"about_ca_system_score_codex":0.00028348167,"about_ca_system_score_gemma":0.00016039741,"threshold_uncertainty_score":0.9993482},"labels":[],"label_agreement":null},{"id":"W2589070312","doi":"","title":"Building Community Resilience and Supporting Vulnerable Populations: Social Networks and Community Capacity","year":2009,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of North Carolina at Chapel Hill","keywords":"Resilience (materials science); Community resilience; Environmental resource management; Environmental planning; Sociology; Geography; Computer science; Environmental science; Resource (disambiguation)","score_opus":0.04641894040828506,"score_gpt":0.33904342171037466,"score_spread":0.2926244813020896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589070312","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":[0.9581303,0.0001739803,0.009808478,0.0014510854,0.00014851385,0.0003801487,0.0000031352386,0.00034574076,0.029558606],"genre_scores_gemma":[0.9959009,0.000089100875,0.0030692224,0.00036848028,0.00013283429,0.000009852646,0.0000041883145,0.000012211743,0.00041317634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9967281,0.0017311677,0.00035032045,0.00024167297,0.00033797094,0.00061072316],"domain_scores_gemma":[0.99880624,0.0004010318,0.00021157993,0.00036167796,0.000064843334,0.00015460805],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0048290254,0.00020683696,0.00026757424,0.00014268137,0.009828443,0.000402075,0.00061152404,0.0002421342,0.000027579634],"category_scores_gemma":[0.0006262879,0.00021410923,0.000049124304,0.0006791932,0.00089710427,0.000654998,0.0002920412,0.0019573888,0.0000022703005],"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":[0.00007192319,0.0006663006,0.038657214,0.00009303503,0.000040750525,0.000012636308,0.05503293,0.00097511633,0.001015607,0.5507218,0.0045068045,0.34820583],"study_design_scores_gemma":[0.0014293959,0.00048340604,0.58834106,0.00048524825,0.00016182009,0.000015575066,0.08929163,0.008634483,0.00012685628,0.28961217,0.01961637,0.0018019814],"about_ca_topic_score_codex":0.0038517793,"about_ca_topic_score_gemma":0.0022274426,"teacher_disagreement_score":0.54968387,"about_ca_system_score_codex":0.00007426868,"about_ca_system_score_gemma":0.000027591032,"threshold_uncertainty_score":0.9914606},"labels":[],"label_agreement":null},{"id":"W2589305965","doi":"10.3126/jpan.v4i1.16735","title":"Resilience among people who face natural disaster","year":2017,"lang":"en","type":"article","venue":"Journal of Psychiatrists Association of Nepal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute","funders":"","keywords":"Resilience (materials science); Conviction; Face (sociological concept); Instinct; Psychological resilience; Power (physics); Psychology; Sociology; Social psychology; Political science; Social science; Law; Ecology","score_opus":0.007906696653511135,"score_gpt":0.30381785479089496,"score_spread":0.29591115813738383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589305965","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":[0.949746,0.00014153468,0.00014235562,0.006166028,0.0030170744,0.00012935736,0.0000033737683,0.000008838773,0.040645424],"genre_scores_gemma":[0.9800063,0.00015830419,0.00028586132,0.00005109057,0.00072149845,7.3856745e-7,4.0491264e-7,0.0000065679687,0.018769274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774677,0.00017068912,0.00052139146,0.00013328418,0.0011453574,0.00028251667],"domain_scores_gemma":[0.99640983,0.00011688413,0.002764563,0.00023215803,0.00036632078,0.00011021876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001530313,0.000102880644,0.00030130352,0.00011832756,0.0007113919,0.00030814268,0.0009476844,0.00010085351,0.00007129548],"category_scores_gemma":[0.0009380325,0.00008786928,0.00022192071,0.00014687316,0.00018906262,0.0011593605,0.0000769491,0.00023211831,0.000010324228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004864234,0.000087694396,0.95334506,0.00001623464,0.00005976021,0.000002650231,0.012316561,0.000021865635,0.000041174706,0.0019602536,0.029849434,0.002250655],"study_design_scores_gemma":[0.0006251259,0.00007345795,0.97981524,0.0000653965,0.00005141569,5.920175e-7,0.007304785,0.00005835616,0.000010783324,0.0007429218,0.011133575,0.00011833436],"about_ca_topic_score_codex":0.00032230606,"about_ca_topic_score_gemma":0.0034177927,"teacher_disagreement_score":0.03026025,"about_ca_system_score_codex":0.00015851473,"about_ca_system_score_gemma":0.00013387192,"threshold_uncertainty_score":0.54715234},"labels":[],"label_agreement":null},{"id":"W2589429693","doi":"10.1111/asap.12130","title":"Racial Resentment, Hurricane Sandy, and the Spillover of Racial Attitudes into Evaluations of Government Organizations","year":2017,"lang":"en","type":"article","venue":"Analyses of Social Issues and Public Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Minnesota","keywords":"Government (linguistics); Spillover effect; Presidential election; Agency (philosophy); Political science; Ballot; Turnout; Presidential system; Resentment; Public administration; Psychology; Public relations; Social psychology; Sociology; Voting; Law; Politics","score_opus":0.049972850432500944,"score_gpt":0.4541206185590922,"score_spread":0.40414776812659126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589429693","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":[0.88904226,0.00093249267,0.00005877501,0.014620733,0.00008428197,0.0003613905,0.000040651743,0.000009620546,0.09484977],"genre_scores_gemma":[0.9966548,0.001040963,0.000058129528,0.000045231747,0.00027391364,0.0000044497797,0.000002705255,0.0000041838243,0.0019156304],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99880743,0.00014503227,0.0002556777,0.00012263749,0.0005177496,0.00015146902],"domain_scores_gemma":[0.9990752,0.00006444507,0.00043754998,0.000168219,0.0002015422,0.00005304804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054161984,0.00007682229,0.00025288496,0.00007092743,0.0010515064,0.00012493988,0.0003504775,0.000047056452,0.00013977142],"category_scores_gemma":[0.0011147765,0.00005568956,0.00006530907,0.00031941858,0.0026525701,0.00031842547,0.00023809346,0.000036793786,8.043405e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045875102,0.00019673991,0.083265975,0.00005076249,0.00031775652,2.401157e-7,0.06563214,0.0000013225484,0.00042687805,0.8350584,0.000802436,0.014201472],"study_design_scores_gemma":[0.00205528,0.0001508492,0.91663647,0.0000435408,0.0005646746,1.2661644e-7,0.029697647,0.00004893172,0.00060914224,0.027899439,0.022034584,0.000259302],"about_ca_topic_score_codex":0.08901708,"about_ca_topic_score_gemma":0.009556805,"teacher_disagreement_score":0.8333705,"about_ca_system_score_codex":0.000024696661,"about_ca_system_score_gemma":0.00012987337,"threshold_uncertainty_score":0.97735053},"labels":[],"label_agreement":null},{"id":"W2590194860","doi":"10.15453/0191-5096.3905","title":"Interrogating the Ruling Relations of Thailand’s Post-tsunami Reconstruction: Empirically Tracking Social Relations in the Absence of Conventional Texts","year":2015,"lang":"en","type":"article","venue":"The Journal of Sociology & Social Welfare","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Government (linguistics); Signage; Ethnography; Sociology; Work (physics); Political science; Public relations; Engineering; Linguistics; Business","score_opus":0.046978452155256596,"score_gpt":0.3368562678088138,"score_spread":0.2898778156535572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590194860","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":[0.9138,0.00020831218,0.00015764969,0.07243901,0.00043061495,0.0001830287,0.000007785804,0.0000065642776,0.012767025],"genre_scores_gemma":[0.99909735,0.000018064175,0.00008265749,0.0001677819,0.00039708064,0.000002751966,0.000002374029,0.0000050974736,0.00022684055],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971554,0.0014349902,0.0006468454,0.00008014372,0.00048590612,0.000196699],"domain_scores_gemma":[0.99767804,0.0007095964,0.0010117549,0.00007617617,0.0004968763,0.000027574742],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004269511,0.00008710238,0.0002251953,0.000072852265,0.0014374475,0.0000254623,0.00065520447,0.00014309512,0.00012492489],"category_scores_gemma":[0.0006797057,0.00004979986,0.00019106854,0.00032081633,0.0022155747,0.0002707927,0.00006305708,0.0005371202,0.0000032807618],"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":[0.000094950585,0.00010452978,0.06052836,0.000011807718,0.00013058935,0.0000031484174,0.79358417,0.00030654913,0.000104050196,0.13903421,0.0015074455,0.004590203],"study_design_scores_gemma":[0.0004900777,0.000085971544,0.23470321,0.000048739148,0.00008947332,0.000014257678,0.73666674,0.00004244247,0.0000024631413,0.02629353,0.0014833072,0.00007976476],"about_ca_topic_score_codex":0.00015128891,"about_ca_topic_score_gemma":0.00086394546,"teacher_disagreement_score":0.17417485,"about_ca_system_score_codex":0.00009674329,"about_ca_system_score_gemma":0.0002664245,"threshold_uncertainty_score":0.99986255},"labels":[],"label_agreement":null},{"id":"W2590682676","doi":"","title":"Effectiveness of the Disaster Risk Management System in Pakistan","year":2016,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emergency management; Disaster risk reduction; Natural disaster; Government (linguistics); Environmental planning; Legislation; Business; Risk management; Environmental resource management; Geography; Economic growth; Political science; Finance; Economics","score_opus":0.006007354865806117,"score_gpt":0.2644152469987585,"score_spread":0.2584078921329524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590682676","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":[0.6101499,0.0001324084,0.00023672196,0.00014135388,0.0004888575,0.0006801892,0.0000037584725,0.000039071692,0.38812774],"genre_scores_gemma":[0.99034035,0.00005484592,0.000030035042,0.000013922741,0.000019490095,0.000041729607,1.3445234e-7,0.0000063380135,0.009493144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839026,0.0006045423,0.00018241655,0.00021671288,0.00033570104,0.0002703967],"domain_scores_gemma":[0.9993572,0.00017309481,0.00009989756,0.00031173122,0.000021769743,0.000036280962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010906974,0.00009073601,0.00012399848,0.00013746077,0.00015934421,0.000029330264,0.0004359608,0.000022754075,0.00008182842],"category_scores_gemma":[0.000008252156,0.000047133093,0.00010867676,0.0009807505,0.00038971077,0.00012911418,0.00012460031,0.0000463595,0.000030989722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036561014,0.0000550376,0.83020467,0.00012103768,0.00003918914,0.0000034964844,0.0010291982,0.000007724481,0.00001895069,0.14244069,0.00016073375,0.025882697],"study_design_scores_gemma":[0.00055999786,0.000009380349,0.9680599,0.0007965697,0.000033176846,4.8574105e-8,0.004791658,0.0000017232855,0.000039425606,0.0032148904,0.022377316,0.000115912255],"about_ca_topic_score_codex":0.00085083547,"about_ca_topic_score_gemma":0.0056059887,"teacher_disagreement_score":0.38019046,"about_ca_system_score_codex":0.000045862314,"about_ca_system_score_gemma":0.000007658247,"threshold_uncertainty_score":0.31282732},"labels":[],"label_agreement":null},{"id":"W2593244656","doi":"","title":"Under fire: violence in the aftermath of Black Saturday","year":2012,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Health Sciences North","funders":"","keywords":"History; Geography; Criminology; Sociology","score_opus":0.02135311266781382,"score_gpt":0.30257125257461864,"score_spread":0.28121813990680483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593244656","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":[0.7197882,0.000077472985,0.000056762005,0.00092101726,0.00009010584,0.000094950694,1.809024e-7,0.000008111346,0.2789632],"genre_scores_gemma":[0.9962449,0.00012104697,0.00003990844,0.00051157136,0.000054497737,0.0000028606441,1.6504546e-7,0.0000012607196,0.003023781],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993739,0.000090569876,0.000077368575,0.000052287076,0.00021946244,0.00018640356],"domain_scores_gemma":[0.99978286,0.00005781053,0.000024581761,0.000102848564,0.0000075853604,0.00002433656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005345657,0.000034334083,0.000044004246,0.000016009113,0.000049871,0.00002069781,0.0002818474,0.000021267113,0.00017631018],"category_scores_gemma":[0.000016921744,0.000019791345,0.000020317044,0.0001952904,0.00024029281,0.00021497374,0.00003345833,0.000035486308,0.000063781525],"study_design_candidate":"observational","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":[0.000009105618,0.00030046492,0.19786805,0.000029168175,0.000007951288,0.000001404776,0.12651159,0.000026021527,0.00010770344,0.64395076,0.009311686,0.021876087],"study_design_scores_gemma":[0.00014433674,0.000015196487,0.875837,0.00005537634,0.000008687134,1.4842482e-7,0.08818839,0.000054995497,0.000058587026,0.006918645,0.028590554,0.00012807231],"about_ca_topic_score_codex":0.00060301874,"about_ca_topic_score_gemma":0.0005875512,"teacher_disagreement_score":0.677969,"about_ca_system_score_codex":0.0000090115445,"about_ca_system_score_gemma":0.000011164989,"threshold_uncertainty_score":0.19304727},"labels":[],"label_agreement":null},{"id":"W2596184131","doi":"10.1111/risa.12797","title":"Risk Perception and Disaster Preparedness in Immigrants and Canadian‐Born Adults: Analysis of a National Survey on Similarities and Differences","year":2017,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immigration; Preparedness; Perception; Suicide prevention; Disaster preparedness; Psychology; Poison control; Environmental health; Demography; Gerontology; Geography; Emergency management; Medicine; Political science; Sociology; Archaeology","score_opus":0.02037920533399451,"score_gpt":0.2997130346232329,"score_spread":0.2793338292892384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596184131","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":[0.99787754,0.00011401964,0.00002153782,0.00010238814,0.000019638426,0.000095737225,0.00040113146,0.000004526739,0.0013634565],"genre_scores_gemma":[0.9970274,0.0025240236,0.000018327462,0.000017051905,0.000013307735,0.0000056942376,0.000031048312,0.00000267062,0.00036049553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985734,0.0003448058,0.00020178314,0.0003315595,0.00035895553,0.0001895018],"domain_scores_gemma":[0.99917245,0.00020668846,0.00022419465,0.00018167653,0.00009649483,0.00011849648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010357097,0.00010671484,0.00034299408,0.0008381677,0.0006935814,0.00027177934,0.00018646181,0.000066141125,0.00006164469],"category_scores_gemma":[0.00045596887,0.0000901329,0.00007910489,0.0007029168,0.00049463357,0.00027357953,0.000055902903,0.00006894595,6.7387407e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027832011,0.000021844144,0.9690289,0.0000067201,0.0007062456,6.1234556e-7,0.025468854,0.00006663514,3.7980217e-7,0.00006414325,0.00002619324,0.0045816475],"study_design_scores_gemma":[0.0001623727,0.000015799393,0.9700101,0.000016965358,0.0012390176,1.179284e-8,0.019437771,0.008809692,1.0730312e-7,0.00018772391,0.000015272613,0.000105160216],"about_ca_topic_score_codex":0.85884345,"about_ca_topic_score_gemma":0.99367356,"teacher_disagreement_score":0.13483013,"about_ca_system_score_codex":0.00005404477,"about_ca_system_score_gemma":0.00004253063,"threshold_uncertainty_score":0.53345376},"labels":[],"label_agreement":null},{"id":"W2597341195","doi":"10.1108/dpm-05-2016-0107","title":"Developing disaster mutual assistance decision criteria for electricity industry","year":2017,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TD Bank Group; Hydro One (Canada); York University","funders":"","keywords":"Analytic hierarchy process; Delphi method; Electricity; Process (computing); Mutual aid; Delphi; Work (physics); Operations research; Computer science; Risk analysis (engineering); Operations management; Hierarchy; Business; Environmental economics; Engineering; Economics; Artificial intelligence","score_opus":0.06208997889993565,"score_gpt":0.42749846922380896,"score_spread":0.3654084903238733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597341195","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":[0.700577,0.00003912699,0.24075793,0.0026739633,0.0035922243,0.000664222,0.00000785688,0.000044763816,0.05164287],"genre_scores_gemma":[0.96909225,0.0004465015,0.0071590915,0.00039861407,0.0008501904,0.000037673726,0.00001657512,0.000014025751,0.0219851],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998414,0.00010113586,0.0003121296,0.000297873,0.00057927246,0.0002956157],"domain_scores_gemma":[0.99913037,0.000029855351,0.00031961338,0.00020605326,0.0001743214,0.00013979671],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009452695,0.00013754076,0.00012399332,0.00017395237,0.0014354755,0.0025737484,0.0009766517,0.000092271,0.00021752606],"category_scores_gemma":[0.000088380766,0.00012843242,0.00009454461,0.00004626876,0.00017138873,0.0022453666,0.00025163908,0.00015677015,0.000009590295],"study_design_candidate":"design_other","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":[0.00039657397,0.0002853949,0.02631707,0.000049305516,0.00029055018,0.00003920213,0.0067491517,0.000003706621,0.000028613653,0.32180515,0.0059397193,0.63809556],"study_design_scores_gemma":[0.0042611267,0.00019332771,0.46813676,0.000838849,0.00014541147,0.000016448654,0.021289669,0.00071970007,0.000024166484,0.0898107,0.4138156,0.0007482431],"about_ca_topic_score_codex":0.000012648476,"about_ca_topic_score_gemma":0.00024905804,"teacher_disagreement_score":0.63734734,"about_ca_system_score_codex":0.000111036556,"about_ca_system_score_gemma":0.000037337224,"threshold_uncertainty_score":0.9998645},"labels":[],"label_agreement":null},{"id":"W2597633253","doi":"10.1142/s2345737616500093","title":"Sustainability Transitions: Exploring Risk Management and the Future of Adaptation in the Megacity of Lagos","year":2016,"lang":"en","type":"article","venue":"Journal of Extreme Events","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Balsillie School of International Affairs","funders":"Japan Society for the Promotion of Science; Natural Environment Research Council; Ministry of Earth Sciences; Deutsche Forschungsgemeinschaft; Economic and Social Research Council; Belmont Forum; National Science Foundation","keywords":"Nexus (standard); Risk management; Sustainability; Context (archaeology); Megacity; Resilience (materials science); Psychological resilience; Environmental planning; Risk governance; Sustainable development; Environmental resource management; Climate change; Adaptation (eye); Business; Political science; Economic growth; Geography; Engineering; Economics; Economy","score_opus":0.04153607866702848,"score_gpt":0.27874572888767896,"score_spread":0.2372096502206505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597633253","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":[0.9867736,0.0005796458,0.0033519657,0.006889332,0.00019141073,0.00035564209,0.0000019354532,0.0000017698094,0.0018547174],"genre_scores_gemma":[0.9975517,0.0020644036,0.00014957951,0.000013654715,0.00006607091,0.0000054284365,4.699521e-8,0.000001467558,0.00014767829],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9986166,0.00050062785,0.00029813967,0.000056454763,0.00043545818,0.000092735616],"domain_scores_gemma":[0.99932235,0.00014720438,0.000309765,0.00009037291,0.00011169471,0.000018594372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026803147,0.000043330398,0.000111062,0.00007018926,0.00009807929,0.000010512535,0.0002437263,0.000016633532,0.000013860901],"category_scores_gemma":[0.000102170474,0.000018985093,0.00006908105,0.0001861579,0.00021385163,0.00038415162,0.000020401709,0.00005994309,1.6378965e-7],"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":[0.0008984588,0.00058290386,0.08455927,0.00022229167,0.00017435582,0.000013226004,0.20644194,0.00022659509,0.000049590642,0.15142167,0.0004080133,0.5550017],"study_design_scores_gemma":[0.0031742945,0.00010844756,0.3974056,0.0003043991,0.00014486532,0.0000012777222,0.4420963,0.000045352026,0.000022186778,0.14918615,0.007421488,0.00008966957],"about_ca_topic_score_codex":0.00009588151,"about_ca_topic_score_gemma":0.00045921642,"teacher_disagreement_score":0.55491203,"about_ca_system_score_codex":0.00003598296,"about_ca_system_score_gemma":0.000025238845,"threshold_uncertainty_score":0.0928949},"labels":[],"label_agreement":null},{"id":"W2598743225","doi":"10.1177/0007650317698946","title":"Patterns of Firm Responses to Different Types of Natural Disasters","year":2017,"lang":"en","type":"article","venue":"Business & Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":75,"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","funders":"","keywords":"Natural disaster; Emergency management; Disaster response; Natural (archaeology); Flooding (psychology); Tornado; Business; Economic geography; Geography; Economics; Economic growth; Psychology; Meteorology","score_opus":0.024564423546919886,"score_gpt":0.3132045868916048,"score_spread":0.2886401633446849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598743225","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":[0.99539864,0.000058876274,0.00020490761,0.0019422976,0.00048967387,0.00015266708,0.000012818305,0.000013770789,0.0017263382],"genre_scores_gemma":[0.99460775,0.00007851377,0.00010483353,0.0000771184,0.000080424186,0.0000048830825,0.000001945638,0.000005415658,0.0050391117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917406,0.00003716061,0.00014111942,0.0001459134,0.00032060375,0.00018116203],"domain_scores_gemma":[0.9993129,0.00005577576,0.0001606262,0.00030053745,0.00012572747,0.000044449887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017608328,0.000081022044,0.00016259015,0.000017990755,0.00033211094,0.00007297129,0.0005659735,0.00003893218,0.000053524178],"category_scores_gemma":[0.00016342018,0.0000621609,0.00010418356,0.00009285188,0.00027301934,0.00018827729,0.00021416832,0.000039335424,0.0000045673814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017457693,0.00030214444,0.86236554,0.0004210173,0.00012689683,0.000002811902,0.099036664,0.000035264376,0.0044543976,0.006222515,0.007313236,0.01954492],"study_design_scores_gemma":[0.00015561009,0.000011621575,0.9850534,0.00009779592,0.000019111934,3.9009123e-8,0.009068921,0.000015935315,0.0002794013,0.000077095436,0.005128294,0.000092744005],"about_ca_topic_score_codex":0.0014867748,"about_ca_topic_score_gemma":0.000749493,"teacher_disagreement_score":0.122687876,"about_ca_system_score_codex":0.000021799293,"about_ca_system_score_gemma":0.000035060933,"threshold_uncertainty_score":0.25543624},"labels":[],"label_agreement":null},{"id":"W2598879312","doi":"10.1177/0008417417699649","title":"Book Review: Disaster and development: An occupational perspective","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Occupational Therapy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Psychology; Computer science; Artificial intelligence","score_opus":0.12922583211628957,"score_gpt":0.4210683170092093,"score_spread":0.29184248489291975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598879312","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":[0.42407948,0.41288096,0.0013336582,0.043660708,0.0031167676,0.0016394032,0.000079895166,0.000033252745,0.11317586],"genre_scores_gemma":[0.92642915,0.023816148,0.0019373944,0.030582177,0.0015680874,0.000015707014,0.000019677389,0.000029754325,0.015601874],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990867,0.00007978361,0.00020369112,0.0001135984,0.00033330076,0.0001829765],"domain_scores_gemma":[0.99878454,0.000028548136,0.0002775481,0.00012808049,0.0003875652,0.00039370262],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005157628,0.00008101249,0.000121028745,0.00011654267,0.0013091305,0.00027818934,0.0004260983,0.000033760498,0.0014454864],"category_scores_gemma":[0.00015814677,0.000069083195,0.00003682945,0.00004140514,0.00040573854,0.0011185195,0.000009754252,0.000079254925,0.000012382312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036389462,0.000119940865,0.33103114,0.000053541844,0.00025335304,0.000097019256,0.058512233,0.000011353277,0.000014676692,0.05757682,0.46161884,0.09034719],"study_design_scores_gemma":[0.00021620584,0.000030437379,0.30920607,0.000094036324,0.0000040410837,0.00000314693,0.0011657218,0.0000013226336,0.0000022814268,0.00026864995,0.68892914,0.00007893012],"about_ca_topic_score_codex":0.0018648801,"about_ca_topic_score_gemma":0.017132148,"teacher_disagreement_score":0.5023497,"about_ca_system_score_codex":0.0001327046,"about_ca_system_score_gemma":0.002100566,"threshold_uncertainty_score":0.999991},"labels":[],"label_agreement":null},{"id":"W2599754872","doi":"10.1108/ijccsm-04-2016-0047","title":"Adaptation to climate change in Quebec’s coastal zone: a difficult transformation of public action","year":2017,"lang":"en","type":"article","venue":"International Journal of Climate Change Strategies and Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Adaptation (eye); Action (physics); Climate change; Vulnerability (computing); Environmental resource management; Originality; Environmental planning; Conceptual framework; Political science; Geography; Sociology; Qualitative research; Ecology; Social science; Environmental science; Computer science","score_opus":0.10499688080863646,"score_gpt":0.37278426446352314,"score_spread":0.2677873836548867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599754872","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":[0.9129243,0.00018778227,0.0034703142,0.020209609,0.0022367795,0.00105984,0.000036635833,0.000022747821,0.05985201],"genre_scores_gemma":[0.9779197,0.021442955,0.00014784926,0.00009013233,0.0002728595,0.00003127732,0.00000710216,0.0000050799144,0.000083027655],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99870497,0.000056212997,0.00037022665,0.000109756205,0.0005329288,0.00022588803],"domain_scores_gemma":[0.9990901,0.0000146764,0.00049048325,0.0000837706,0.0002484316,0.00007253418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067796966,0.00009408875,0.00014741451,0.00034202018,0.00020158778,0.0008214437,0.0004057793,0.000036559388,0.000034230536],"category_scores_gemma":[0.000018636483,0.00008342808,0.000051263705,0.00009154982,0.000102687845,0.003977103,0.00012254939,0.00006131755,0.0000030998542],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017636406,0.00014910703,0.0025440815,0.00017954479,0.00006303335,0.00003623218,0.049389064,0.000050929313,0.000051809136,0.27414674,0.00003204742,0.67318106],"study_design_scores_gemma":[0.0023262037,0.00030096786,0.52975243,0.0010825471,0.000074090516,0.000005198724,0.43667364,0.0008469298,0.000025916926,0.0013578829,0.027221471,0.00033275606],"about_ca_topic_score_codex":0.006960162,"about_ca_topic_score_gemma":0.13582914,"teacher_disagreement_score":0.6728483,"about_ca_system_score_codex":0.00006904297,"about_ca_system_score_gemma":0.000019766776,"threshold_uncertainty_score":0.99965256},"labels":[],"label_agreement":null},{"id":"W2601723505","doi":"","title":"Warning centres, emergency warnings and evacuations, part II","year":2013,"lang":"en","type":"article","venue":"National emergency response","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Project commissioning; Warning system; Natural disaster; Emergency response; Political science; History; Engineering; Library science; Medical emergency; Geography; Law; Computer science; Telecommunications; Meteorology; Medicine","score_opus":0.022839421992546568,"score_gpt":0.3184154837022644,"score_spread":0.29557606170971784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601723505","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":[0.92855203,0.0006624745,0.000046368117,0.011345392,0.0009498483,0.00041502246,0.0000073724104,0.00010388476,0.0579176],"genre_scores_gemma":[0.8572885,0.0012828817,0.00012231301,0.00008811487,0.00025956886,0.00005899525,0.000014107715,0.0000109078765,0.14087462],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760723,0.00044101189,0.00034779467,0.00030512823,0.000945357,0.0003534673],"domain_scores_gemma":[0.99905103,0.00012583683,0.00013220962,0.000109175715,0.00041525633,0.00016646223],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014703482,0.00012918518,0.00010741616,0.00018839005,0.0013742446,0.00004673022,0.0002583467,0.000075531905,0.01793132],"category_scores_gemma":[0.002091388,0.00012561845,0.00006093375,0.000505887,0.00011999173,0.000674232,0.00012274759,0.00011297809,0.00045955076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028105266,0.000311795,0.085611954,0.00003242807,0.000099391356,0.0000037115217,0.052023504,0.000104330895,0.0020335857,0.083734654,0.7524326,0.023330979],"study_design_scores_gemma":[0.00020501878,0.00004651164,0.17408669,0.000013766607,0.00001448926,4.7194143e-7,0.003260766,0.0005932956,0.0000122827805,0.008614996,0.81290185,0.00024985368],"about_ca_topic_score_codex":0.0004312188,"about_ca_topic_score_gemma":0.00020296896,"teacher_disagreement_score":0.08847474,"about_ca_system_score_codex":0.00007115179,"about_ca_system_score_gemma":0.00015394406,"threshold_uncertainty_score":0.99992585},"labels":[],"label_agreement":null},{"id":"W2603403008","doi":"","title":"Accredited qualifications for capacity development in disaster risk reduction and climate change adaptation","year":2016,"lang":"en","type":"article","venue":"Acquire (CQUniversity)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fiji National University; University of Ottawa; Ministry of Environment; Public Health England; U.S. Department of Commerce","keywords":"Disaster risk reduction; Accreditation; Resilience (materials science); Climate change; Risk management; Political science; Business; Environmental resource management; Environmental planning; Geography; Finance","score_opus":0.07923339849107588,"score_gpt":0.279578512716431,"score_spread":0.20034511422535514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603403008","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":[0.989927,0.00001548618,0.003592809,0.0013767763,0.00022023226,0.00048258057,0.000013356152,0.00004541336,0.0043263505],"genre_scores_gemma":[0.9971848,0.00030614043,0.0008220795,0.000020817763,0.00009002878,0.000018162073,0.000005311919,0.0000038558715,0.0015487724],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99928844,0.00009073525,0.00009800154,0.00019704914,0.00012385967,0.000201922],"domain_scores_gemma":[0.9996594,0.000062716295,0.00008625147,0.00008670418,0.000050096744,0.0000547921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032209756,0.00006266746,0.000066791734,0.00017217679,0.00044275235,0.000032488682,0.00012426532,0.000048327383,0.00002569994],"category_scores_gemma":[0.000057181085,0.000053488962,0.000018985551,0.0002590444,0.00018068148,0.00083606516,0.000051324758,0.000021267391,0.000012276776],"study_design_candidate":"observational","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":[0.00020156181,0.0002087521,0.07760598,0.000066204644,0.000065128654,0.0000026139849,0.30233857,0.0000065129207,0.0008683011,0.14853118,0.00071837386,0.46938682],"study_design_scores_gemma":[0.0034876557,0.00013218995,0.4394772,0.00034534096,0.00016560429,6.93519e-7,0.20273526,0.0003171847,0.00033182575,0.003938929,0.34819692,0.0008711784],"about_ca_topic_score_codex":0.00032679,"about_ca_topic_score_gemma":0.0039022302,"teacher_disagreement_score":0.46851563,"about_ca_system_score_codex":0.00010532504,"about_ca_system_score_gemma":0.000022530226,"threshold_uncertainty_score":0.3405338},"labels":[],"label_agreement":null},{"id":"W2606135886","doi":"10.1186/s40066-017-0116-6","title":"Impacts of natural disasters on smallholder farmers: gaps and recommendations","year":2017,"lang":"en","type":"article","venue":"Agriculture & Food Security","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Global Affairs Canada; International Development Research Centre","keywords":"Livelihood; Business; Agriculture; Natural disaster; Economic shortage; Indigenous; Environmental planning; Natural resource; Agricultural economics; Geography; Government (linguistics); Political science; Economics","score_opus":0.016139878824881528,"score_gpt":0.29329150273745636,"score_spread":0.2771516239125748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606135886","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":[0.9449499,0.00020100463,0.0000012963412,0.00584964,0.0004248356,0.00022976124,0.000018145824,0.000023307066,0.048302058],"genre_scores_gemma":[0.99884814,0.00020966715,0.00002663244,0.00014902727,0.0001188111,0.000004955326,0.000012173772,0.0000030462456,0.0006275541],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999145,0.000071265655,0.00012035262,0.00019985402,0.00023704929,0.00022651497],"domain_scores_gemma":[0.99943006,0.00004202103,0.00016779706,0.0002037222,0.000055401648,0.00010099255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018931988,0.00010694488,0.00012494558,0.00002791866,0.0008031421,0.00021863387,0.00035802583,0.000065751075,0.000031877782],"category_scores_gemma":[0.00011945866,0.00006995964,0.00005736553,0.00007847069,0.0002998105,0.00043878658,0.00010881357,0.00013233256,0.000006487362],"study_design_candidate":"observational","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":[0.00017405809,0.0011882132,0.06668963,0.00030156915,0.0004649923,0.000013774089,0.32869095,0.000004291691,0.0023614347,0.43988344,0.1197296,0.04049804],"study_design_scores_gemma":[0.0018907438,0.0009451716,0.4968789,0.00055790035,0.00018671929,0.0000030768756,0.18424924,0.0000099363315,0.0015745208,0.012615011,0.3000349,0.001053905],"about_ca_topic_score_codex":0.0006875369,"about_ca_topic_score_gemma":0.009162314,"teacher_disagreement_score":0.43018925,"about_ca_system_score_codex":0.000021136366,"about_ca_system_score_gemma":0.000014091979,"threshold_uncertainty_score":0.61772007},"labels":[],"label_agreement":null},{"id":"W2606840055","doi":"10.1017/s1049023x17004848","title":"Capability and Vulnerability: A Discourse Analysis of Multi-Jurisdictional Emergency Planning Documents","year":2017,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Management and Resilience","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":"Université de Sherbrooke; University of Ottawa","funders":"","keywords":"Vulnerability (computing); Emergency planning; Vulnerability assessment; Action (physics); Computer science; Emergency management; Content analysis; Emergency response; Computer security; Medical emergency; Political science; Sociology; Psychology; Medicine; Law; Social psychology","score_opus":0.03700968682146665,"score_gpt":0.39366546502361294,"score_spread":0.3566557782021463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606840055","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":[0.9827753,0.00057326164,0.00030542843,0.001586909,0.0003178741,0.00020127317,0.000010195923,0.000019102416,0.014210681],"genre_scores_gemma":[0.99781096,0.00013898338,0.00005449025,0.00002195613,0.00009989831,0.000011520311,0.000006143556,0.0000034959166,0.0018525455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998776,0.00007343374,0.00027313203,0.0003167091,0.00035930128,0.00020140428],"domain_scores_gemma":[0.9992768,0.000047187892,0.0001801629,0.0002853662,0.000050546994,0.00015992725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058385177,0.000116062845,0.00028298827,0.000102558966,0.0006293767,0.00005005928,0.00022357276,0.000040648465,0.000246018],"category_scores_gemma":[0.00022119097,0.00008373991,0.00005512631,0.00013133207,0.0017356811,0.0004866593,0.00018399012,0.000067341556,9.66792e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021766591,0.00009930456,0.9322677,0.00003905743,0.00015507641,0.0000015760243,0.059821162,0.0000050996664,0.000025740786,0.0015943361,0.00013050965,0.0058386563],"study_design_scores_gemma":[0.00046232608,0.000084977255,0.97048223,0.000045020643,0.00042745026,1.11886834e-7,0.026063912,0.0005679922,0.0000014180036,0.001386056,0.0003732098,0.0001053009],"about_ca_topic_score_codex":0.001783227,"about_ca_topic_score_gemma":0.0007070402,"teacher_disagreement_score":0.038214512,"about_ca_system_score_codex":0.000011947674,"about_ca_system_score_gemma":0.000012503944,"threshold_uncertainty_score":0.6395189},"labels":[],"label_agreement":null},{"id":"W2612509732","doi":"","title":"Les plans de gestion de crises dans les pays francophones","year":2016,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Crisis management; Welfare economics; Business; Economics","score_opus":0.05611973846627541,"score_gpt":0.34030224856139824,"score_spread":0.28418251009512285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612509732","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":[0.5660703,0.00029165522,0.00017663071,0.0033194057,0.0008555868,0.0004905629,0.000061190054,0.000050616916,0.42868403],"genre_scores_gemma":[0.88155794,0.05303351,0.0005011062,0.000051053834,0.0008051009,0.00018907516,0.000013382954,0.000049585873,0.063799225],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99501723,0.0015021635,0.0005783289,0.000950106,0.0004368193,0.0015153681],"domain_scores_gemma":[0.99729526,0.0014343017,0.00020512516,0.000630905,0.00009207553,0.00034234894],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038801322,0.00035939127,0.00044371144,0.00032120274,0.0010284652,0.0002698172,0.0014447994,0.0007254419,0.0006558695],"category_scores_gemma":[0.00078121264,0.00033805764,0.00021409472,0.00021976829,0.0022384713,0.00025827734,0.0008086104,0.0013281922,0.00010989801],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009567345,0.00022946148,0.21857423,0.00024900932,0.00008643591,0.000061332794,0.02354185,0.0049208393,0.00054428884,0.021900656,0.00044967025,0.7293466],"study_design_scores_gemma":[0.00092657184,0.00019425471,0.39755583,0.0018239163,0.00004627833,0.000010844743,0.083206035,0.004465148,0.0003273834,0.026660463,0.4835406,0.0012426722],"about_ca_topic_score_codex":0.0078931125,"about_ca_topic_score_gemma":0.034074213,"teacher_disagreement_score":0.7281039,"about_ca_system_score_codex":0.0027036546,"about_ca_system_score_gemma":0.00074107776,"threshold_uncertainty_score":0.99990714},"labels":[],"label_agreement":null},{"id":"W2613300282","doi":"10.5555/arwg.14.1.qur40813057p74wp","title":"Interpreting Cyclone Disasters in Bangladesh and Myanmar from Web-Based Newspaper Discourse: Media Framing of Cyclone Vulnerability on the Bay of Bengal Coast","year":2011,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Newspaper; Framing (construction); BENGAL; Bay; Cyclone (programming language); Geography; Population; Sociology; Media studies; Engineering","score_opus":0.017127079429106556,"score_gpt":0.26303937262303156,"score_spread":0.24591229319392502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613300282","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":[0.9656191,0.00013813686,0.000037735772,0.0008694752,0.00020103072,0.00028690987,0.000016659562,0.00002070544,0.032810256],"genre_scores_gemma":[0.99929214,0.00002880339,0.00026542632,0.00018756035,0.000038667808,0.000015756392,0.000004420836,0.000011618854,0.00015562716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810386,0.00044809104,0.00037307595,0.000332956,0.00041885648,0.00032315412],"domain_scores_gemma":[0.9985224,0.0008423889,0.00019422137,0.00032396335,0.000035274694,0.00008177502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010043663,0.00016691865,0.00026958855,0.00017945733,0.00017514799,0.00003313794,0.00040911368,0.00005692736,0.00059513946],"category_scores_gemma":[0.00015649639,0.00011866942,0.000105818035,0.000686431,0.0014281162,0.00018290801,0.00009226014,0.00022627227,0.0000030570493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001084591,0.00023005919,0.95472056,0.000019237268,0.00003391645,0.000002785398,0.03597412,0.000024464074,0.00018324814,0.0035686123,0.00014989906,0.0049846605],"study_design_scores_gemma":[0.00072500634,0.000059228594,0.9476437,0.0004046515,0.00005280668,3.5556067e-8,0.047292802,0.000213061,0.00034972784,0.002183218,0.00082907936,0.00024666838],"about_ca_topic_score_codex":0.006915737,"about_ca_topic_score_gemma":0.114286914,"teacher_disagreement_score":0.107371174,"about_ca_system_score_codex":0.000014145957,"about_ca_system_score_gemma":0.000033956185,"threshold_uncertainty_score":0.99969727},"labels":[],"label_agreement":null},{"id":"W2613438615","doi":"10.1177/028072700902700304","title":"Developing a Code of Ethics for Disaster Tourism","year":2009,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tourism; Context (archaeology); Work (physics); Business; Law enforcement; Convergence (economics); Enforcement; Ethical code; Code (set theory); Environmental planning; Risk analysis (engineering); Public relations; Computer security; Political science; Computer science; Law; Engineering; Geography; Economic growth; Economics","score_opus":0.08616407447687269,"score_gpt":0.4042789387942419,"score_spread":0.31811486431736924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613438615","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":[0.5769788,0.00051640486,0.29483482,0.07886593,0.010850742,0.0005706379,0.00004586254,0.000040075298,0.037296694],"genre_scores_gemma":[0.9881136,0.0003756008,0.0074340794,0.00083001854,0.0006690526,0.0000028513612,0.0000029796602,0.000008863331,0.0025629525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781215,0.000102839025,0.00062302774,0.0001268375,0.0010916694,0.00024348879],"domain_scores_gemma":[0.9982512,0.00020990365,0.0005518586,0.000089315436,0.00080922304,0.00008847757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010582476,0.0001155777,0.00020416382,0.00020089312,0.00013442706,0.000075707205,0.0009463472,0.00007812627,0.00009825197],"category_scores_gemma":[0.00056813424,0.000100004756,0.0002221297,0.00015045232,0.00020814993,0.0004942698,0.000043676402,0.00015503707,0.000003652982],"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":[0.0009214025,0.00044907597,0.004351971,0.00010521852,0.0008716437,0.00006534214,0.15964991,0.0016401736,0.0092036445,0.74450934,0.0239628,0.054269455],"study_design_scores_gemma":[0.0028003708,0.00080813677,0.007688326,0.0009545035,0.00023309913,0.000014851529,0.18432944,0.00045073533,0.0028866266,0.09997038,0.6989818,0.0008817324],"about_ca_topic_score_codex":0.000030235815,"about_ca_topic_score_gemma":0.00013254645,"teacher_disagreement_score":0.675019,"about_ca_system_score_codex":0.00012158195,"about_ca_system_score_gemma":0.00023928925,"threshold_uncertainty_score":0.40780756},"labels":[],"label_agreement":null},{"id":"W2613864341","doi":"","title":"A Literature Review on the Scenario Based Preparedness Construction of Social Security Emergency in the College and University","year":2016,"lang":"en","type":"review","venue":"Higher education of social science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emergency management; Preparedness; Security management; Security studies; Social security; Field (mathematics); Emergency response; Business; Computer security; Public relations; Sociology; Political science; Computer science; Medical emergency; Medicine; Public administration; Law","score_opus":0.026267520559548847,"score_gpt":0.34591905911648446,"score_spread":0.3196515385569356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613864341","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023726153,0.76693004,7.0850814e-7,0.004061859,0.0011632984,0.001555614,0.00006555279,0.0000114351815,0.22597423],"genre_scores_gemma":[0.005705043,0.99055105,0.000008068596,0.00011150358,0.00019200049,0.000015625037,0.0000043945165,0.0000039800966,0.003408357],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997805,0.0007643331,0.00029170528,0.00028494492,0.0006629646,0.00019104056],"domain_scores_gemma":[0.9989147,0.00012053698,0.0005387869,0.000161788,0.00022940415,0.000034790653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017575229,0.00013440312,0.00036844664,0.00014791302,0.0008496814,0.00003636617,0.00091182004,0.00011185678,0.00029032314],"category_scores_gemma":[0.00009583011,0.00007625876,0.00013532708,0.0025717504,0.0021813202,0.00023338628,0.00006596309,0.00015008434,0.0000029567534],"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":[0.0000037683421,0.00011264182,0.00001871985,0.0039098985,0.000006151119,3.1136796e-7,0.018217143,3.3052956e-9,2.6631614e-7,0.9226504,0.007652433,0.047428254],"study_design_scores_gemma":[0.00004099947,0.000010262684,0.0005772327,0.007687641,0.00006600264,1.8595341e-7,0.0057499823,6.117211e-8,8.686141e-8,0.0008956025,0.98487383,0.00009811055],"about_ca_topic_score_codex":0.000058434125,"about_ca_topic_score_gemma":0.000027125652,"teacher_disagreement_score":0.97722137,"about_ca_system_score_codex":0.00019084098,"about_ca_system_score_gemma":0.0015819252,"threshold_uncertainty_score":0.80371654},"labels":[],"label_agreement":null},{"id":"W2615123964","doi":"10.2495/safe-v7-n1-52-64","title":"Connecting community organisations for disaster preparedness","year":2017,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preparedness; Poison control; Disaster preparedness; Suicide prevention; Disaster planning; Human factors and ergonomics; Emergency management; Medical emergency; Occupational safety and health; Injury prevention; Community resilience; Environmental planning; Computer security; Business; Engineering; Medicine; Political science; Computer science; Geography","score_opus":0.020739881239196196,"score_gpt":0.31785794643275245,"score_spread":0.29711806519355627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615123964","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":[0.9537569,0.000050908693,0.034783885,0.0035876702,0.0018065261,0.000113159316,0.000014173565,0.000017281802,0.00586946],"genre_scores_gemma":[0.99892896,0.000083102255,0.0005377618,0.000023620645,0.00032030753,6.940261e-7,0.0000013867972,0.0000039544725,0.00010018414],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994923,0.0000261279,0.00016932693,0.000041289,0.00018526457,0.00008570683],"domain_scores_gemma":[0.9993438,0.00016779534,0.00017561474,0.000075458265,0.00018742635,0.000049892977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000679947,0.000045329456,0.00008125593,0.00004760986,0.0006910372,0.00026469436,0.0004808442,0.00002675356,0.00001873685],"category_scores_gemma":[0.00074420444,0.00004327383,0.00004286625,0.000014399919,0.000048965456,0.0005567812,0.00009155544,0.000117590076,4.2881595e-7],"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":[0.00042767407,0.00028784078,0.0056329793,0.00013726196,0.0006141126,0.000028331122,0.6686593,0.00504374,0.0009582936,0.2746773,0.00045198525,0.04308113],"study_design_scores_gemma":[0.005281202,0.0002964459,0.032758337,0.001139782,0.00018521278,0.00008467752,0.22980006,0.02600056,0.0004072722,0.029184712,0.6739588,0.0009029803],"about_ca_topic_score_codex":0.00016448392,"about_ca_topic_score_gemma":0.00041075802,"teacher_disagreement_score":0.6735068,"about_ca_system_score_codex":0.00006289858,"about_ca_system_score_gemma":0.00002624224,"threshold_uncertainty_score":0.53149694},"labels":[],"label_agreement":null},{"id":"W261832368","doi":"","title":"Insurance Industry Woes in the Aftermath of Hurricanes Katrina & Rita","year":2006,"lang":"en","type":"article","venue":"Defense Counsel Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storm; History; Tragedy (event); Hurricane katrina; Storm surge; Luck; Quarter (Canadian coin); Natural disaster; Law; Political science; Archaeology; Geography; Meteorology; Sociology","score_opus":0.011180030427741893,"score_gpt":0.2740141526062536,"score_spread":0.2628341221785117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W261832368","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":[0.943429,0.00066348043,0.000018261684,0.0011106909,0.00019132956,0.00009008699,0.0000027872516,0.000008978552,0.054485407],"genre_scores_gemma":[0.99809784,0.000306549,0.00003655912,0.00019225564,0.0002750742,0.0000031585034,3.7207417e-7,0.000004005,0.0010841959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985279,0.0002479781,0.0002663958,0.00009599683,0.0005963865,0.0002653642],"domain_scores_gemma":[0.99949086,0.00010337446,0.0001683619,0.000120794204,0.0000781242,0.00003847413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011103115,0.00007874507,0.00011929249,0.00010435571,0.00027633982,0.00015187194,0.0004906703,0.000081310754,0.00005297618],"category_scores_gemma":[0.000043143373,0.00005324379,0.000060900584,0.00043436576,0.00030953,0.00025588338,0.000015933638,0.00035640365,0.000009234537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068415204,0.00041176405,0.88497436,0.000034078013,0.00002013056,0.0003807202,0.04365625,0.00022290785,0.00020354716,0.03207414,0.02985446,0.008099256],"study_design_scores_gemma":[0.00047739054,0.000041422725,0.85406303,0.000098618235,0.0000136452745,0.000056724533,0.028038286,0.000009283242,0.0000107915985,0.008858986,0.10816134,0.00017049097],"about_ca_topic_score_codex":0.00059040345,"about_ca_topic_score_gemma":0.0010087106,"teacher_disagreement_score":0.078306876,"about_ca_system_score_codex":0.000027295406,"about_ca_system_score_gemma":0.00008179931,"threshold_uncertainty_score":0.21712188},"labels":[],"label_agreement":null},{"id":"W2618453070","doi":"","title":"Catastrophe and the Law: Community Recovery after a Disaster","year":2013,"lang":"en","type":"article","venue":"Knowledge@SchulichLaw","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Disaster recovery; Political science; Law; Geography","score_opus":0.010041062729428805,"score_gpt":0.2584147459387879,"score_spread":0.24837368320935907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618453070","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":[0.3471405,0.0007214179,0.000051218944,0.0025319676,0.00038085904,0.00057570427,0.0000035996752,0.00006423212,0.6485305],"genre_scores_gemma":[0.9624069,0.000082781706,0.00007228807,0.0008642124,0.0002390991,0.00017086332,0.0000030417339,0.000012394698,0.036148474],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808085,0.0009142184,0.00019582373,0.00019526645,0.0002144968,0.0003993396],"domain_scores_gemma":[0.99889916,0.0003633186,0.000059519534,0.0004491615,0.00008656526,0.00014228429],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00087355624,0.00015521649,0.00018727033,0.00003500659,0.0011594595,0.0004879972,0.0005687871,0.00007144807,0.00079662673],"category_scores_gemma":[0.00010153842,0.00009897458,0.00008163622,0.00020857518,0.002210613,0.00062476157,0.0004096645,0.00028639592,0.0014970239],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003838989,0.00059526606,0.0051536527,0.00015788557,0.00017402876,0.000006273269,0.2674526,0.000003192795,0.000056771325,0.56017846,0.08249947,0.08333852],"study_design_scores_gemma":[0.0018682656,0.000111819616,0.021005508,0.000107926375,0.00009397183,0.000002016242,0.051983852,0.00009058709,0.000015648697,0.03260249,0.89160943,0.0005084868],"about_ca_topic_score_codex":0.007724272,"about_ca_topic_score_gemma":0.021155598,"teacher_disagreement_score":0.80911,"about_ca_system_score_codex":0.000034300083,"about_ca_system_score_gemma":0.00003301032,"threshold_uncertainty_score":0.99928045},"labels":[],"label_agreement":null},{"id":"W2618676044","doi":"","title":"Strategies in Disaster Preparedness","year":2017,"lang":"en","type":"article","venue":"Sigma Theta Tau International's 28th International Nursing Research Congress","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Preparedness; Disaster preparedness; Emergency management; Business; Computer security; Computer science; Political science","score_opus":0.08630843949719155,"score_gpt":0.48681569722788326,"score_spread":0.40050725773069173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618676044","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":[0.1449022,0.00007160467,0.00016972299,0.026754474,0.008318961,0.0004796571,0.000026938911,0.00006940925,0.819207],"genre_scores_gemma":[0.91594523,0.00016822205,0.00010483917,0.000055124638,0.00084949867,0.00007449123,0.000027480695,0.000023989027,0.082751125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99495375,0.00041777722,0.00043202908,0.00066269294,0.002774742,0.0007589916],"domain_scores_gemma":[0.9975621,0.0003260485,0.00026119567,0.00069593947,0.00097641995,0.00017828139],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026993547,0.00020825902,0.00021041108,0.00068343116,0.0013097468,0.003872774,0.004649152,0.0001319748,0.0011612405],"category_scores_gemma":[0.0014454382,0.0002015203,0.00011534745,0.0001955482,0.0021146357,0.0029114415,0.0005260734,0.00048239736,0.0001560029],"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":[0.00040537855,0.0007671877,0.026162062,0.000020745654,0.00015529398,0.00016914018,0.041415624,0.0003136166,0.00034253445,0.8344195,0.0265527,0.069276236],"study_design_scores_gemma":[0.0030918466,0.0001291754,0.058230508,0.0028138922,0.000024330206,0.00001154024,0.15731141,0.00525509,0.00024292868,0.35199702,0.4198433,0.0010489767],"about_ca_topic_score_codex":0.0020860953,"about_ca_topic_score_gemma":0.00448866,"teacher_disagreement_score":0.77104306,"about_ca_system_score_codex":0.0010919439,"about_ca_system_score_gemma":0.00036271923,"threshold_uncertainty_score":0.9999904},"labels":[],"label_agreement":null},{"id":"W2618955586","doi":"10.2458/v23i1.20181","title":"Beyond \"natural-disasters-are-not-natural\": the work of state and nature after the 2010 earthquake in Chile","year":2016,"lang":"en","type":"article","venue":"Journal of Political Ecology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Politics; State (computer science); Natural disaster; Assertion; Political ecology; Environmental ethics; Natural hazard; Natural (archaeology); Political science; Sociology; Natural resource; Corporate governance; State of nature; Political economy; Geography; Law; Economics; Archaeology","score_opus":0.005822831646819807,"score_gpt":0.26208644932988584,"score_spread":0.25626361768306605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618955586","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":[0.9284065,0.000379375,0.0000027593778,0.06753703,0.0010480811,0.00011540892,0.000004339118,0.0000020256448,0.0025045294],"genre_scores_gemma":[0.99276257,0.00007599122,0.000021328566,0.002429053,0.00022206183,0.0000024063845,7.874514e-8,0.0000041347266,0.004482371],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998524,0.0003381433,0.00032281544,0.00010605747,0.0002751398,0.00043383706],"domain_scores_gemma":[0.9985956,0.00090614427,0.00019297452,0.00011776358,0.00008938756,0.00009814302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078638364,0.0000861565,0.00020049777,0.000077080724,0.000108252374,0.00003935579,0.00037786696,0.00010174788,0.00019282966],"category_scores_gemma":[0.00047977106,0.000034822544,0.00007671198,0.00015833548,0.0013081281,0.0001998599,0.00010832109,0.00045195693,0.000012110754],"study_design_candidate":"observational","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":[0.0016414587,0.00044606184,0.41708183,0.000057792455,0.00029087142,0.00028496137,0.024682792,0.000007577153,0.00035243624,0.48809576,0.0267911,0.040267345],"study_design_scores_gemma":[0.0003961384,0.00006490168,0.9733579,0.000041687137,0.000020436806,0.000009064192,0.0031549546,0.0000015775448,0.000030669726,0.01575937,0.0070989933,0.00006430946],"about_ca_topic_score_codex":0.000042381595,"about_ca_topic_score_gemma":0.002472393,"teacher_disagreement_score":0.5562761,"about_ca_system_score_codex":0.000040971747,"about_ca_system_score_gemma":0.000063812004,"threshold_uncertainty_score":0.48198524},"labels":[],"label_agreement":null},{"id":"W2620915309","doi":"10.5539/jsd.v10n3p46","title":"Influences of Social Capital on Natural Disaster Research in Japan","year":2017,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Otsuka Pharmaceutical","keywords":"Social capital; Natural disaster; Context (archaeology); Capital (architecture); Sociology; Psychology; Social psychology; Geography; Social science","score_opus":0.04334220905751803,"score_gpt":0.3784263924410999,"score_spread":0.33508418338358187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620915309","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":[0.9630499,0.00005349823,9.31423e-7,0.0019429295,0.0002338126,0.00015673082,1.1502102e-7,0.0000022147306,0.034559857],"genre_scores_gemma":[0.9861144,0.0000198688,0.000092395785,0.000024155783,0.00013652525,0.0000036474491,1.5736313e-7,0.0000042875704,0.013604604],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9977182,0.00015265586,0.000397664,0.00011317146,0.0011293784,0.0004889263],"domain_scores_gemma":[0.998844,0.00007614981,0.00038062508,0.00011022984,0.0005180858,0.00007087545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031267602,0.00007823626,0.0001903836,0.00041885427,0.0010872387,0.00026083709,0.0008596041,0.000052977808,0.000040807074],"category_scores_gemma":[0.00035487776,0.00006132424,0.000050842365,0.00021700514,0.00059687975,0.0007659307,0.00021191468,0.00029047576,0.000007634242],"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":[0.00039068816,0.0004970191,0.10114425,0.00023940748,0.00009217913,0.00057567726,0.7275006,0.000031160016,0.00013649347,0.1254701,0.0031764226,0.040745974],"study_design_scores_gemma":[0.000356819,0.000060843387,0.54226637,0.000089394984,0.000002807267,6.117187e-7,0.43365067,8.9178246e-7,0.000091241396,0.0022260682,0.021173375,0.00008091437],"about_ca_topic_score_codex":0.00027822683,"about_ca_topic_score_gemma":0.0003361901,"teacher_disagreement_score":0.4411221,"about_ca_system_score_codex":0.0003500362,"about_ca_system_score_gemma":0.0006990886,"threshold_uncertainty_score":0.8362271},"labels":[],"label_agreement":null},{"id":"W2621434843","doi":"","title":"Overview of Event Based Resources on Facebook and Twitter: Fort McMurray Wildfire, May 2016","year":2017,"lang":"en","type":"article","venue":"Digital Commons - USU (Utah State University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Computer science; Social media; Internet privacy; Computer security; World Wide Web","score_opus":0.042942080838440935,"score_gpt":0.2848855814402679,"score_spread":0.24194350060182696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621434843","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":[0.50865155,0.00003045885,0.000071690796,0.0006881842,0.00006971517,0.0002895274,0.000055271103,0.00003318469,0.49011043],"genre_scores_gemma":[0.946472,0.00011987119,0.000010532742,0.00006580228,0.000012916295,7.0822483e-7,0.0000060402617,0.000007427668,0.053304706],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998947,0.0000701003,0.00012989201,0.00025193946,0.0003210588,0.00027999975],"domain_scores_gemma":[0.9991355,0.00009430577,0.0002042828,0.0003914147,0.000032492615,0.00014201664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016408425,0.00013956122,0.00019332995,0.00018844288,0.00077259546,0.0003386979,0.00070875743,0.00004318988,0.000040593586],"category_scores_gemma":[0.000036346162,0.00013249714,0.00009397286,0.00012793037,0.0008022002,0.00082959246,0.0002890912,0.0000802352,0.000029165018],"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":[0.001260562,0.0016488584,0.5531421,0.00051138445,0.0005381406,0.00063178997,0.033733346,0.00029705084,0.00008977631,0.08822024,0.0342857,0.2856411],"study_design_scores_gemma":[0.00063554075,0.00015838115,0.03239726,0.00021539257,0.00002946286,1.8541573e-7,0.003245254,0.000044416265,0.000035888843,0.0006746671,0.9623276,0.00023593966],"about_ca_topic_score_codex":0.00066382624,"about_ca_topic_score_gemma":0.0007966283,"teacher_disagreement_score":0.92804193,"about_ca_system_score_codex":0.000053676667,"about_ca_system_score_gemma":0.00006118185,"threshold_uncertainty_score":0.59422576},"labels":[],"label_agreement":null},{"id":"W2622345998","doi":"10.5539/emr.v6n2p1","title":"An Expert System for Local Flood Response Coordination and Training","year":2017,"lang":"en","type":"article","venue":"Engineering Management Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flood myth; Construct (python library); Scalability; Component (thermodynamics); Emergency response; Computer science; Emergency management; Risk analysis (engineering); Disaster response; Training (meteorology); Knowledge management; Computer security; Business; Process management; Engineering; Political science; Computer network; Geography; Medicine","score_opus":0.08097553757235768,"score_gpt":0.41143710401250533,"score_spread":0.3304615664401477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622345998","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":[0.6004347,0.00031658926,0.27459916,0.0071482654,0.0014466615,0.0038852373,0.0000059004774,0.0006823994,0.11148106],"genre_scores_gemma":[0.99248344,0.000029893132,0.0014849575,0.000005988019,0.00016508528,0.0001593323,0.0000015579192,0.000013603276,0.005656154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985175,0.00013684084,0.00010320482,0.00027184872,0.00051119545,0.00045940466],"domain_scores_gemma":[0.99928665,0.00014199717,0.000027306083,0.00035154237,0.00006943212,0.00012305933],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0046592476,0.000078674195,0.00009117964,0.00024056091,0.0014686537,0.0007328557,0.0005868713,0.00004240707,0.000007449782],"category_scores_gemma":[0.00020766522,0.00007938845,0.000023089551,0.000111483074,0.00022148775,0.000482888,0.00015941888,0.00008636443,0.000007043359],"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":[0.0004038358,0.00010340682,0.00033892083,0.0006799616,0.00011174934,0.00007710762,0.03175065,0.002482276,0.0015381558,0.6083534,0.0032710147,0.35088956],"study_design_scores_gemma":[0.0024927633,0.0005175365,0.036972042,0.000632329,0.000035591045,0.0000014180529,0.23889099,0.20746136,0.0003842553,0.0006741098,0.51118565,0.000751966],"about_ca_topic_score_codex":0.00015105729,"about_ca_topic_score_gemma":0.000047587917,"teacher_disagreement_score":0.60767925,"about_ca_system_score_codex":0.00011458323,"about_ca_system_score_gemma":0.000019310046,"threshold_uncertainty_score":0.9998313},"labels":[],"label_agreement":null},{"id":"W2622654558","doi":"10.1007/s10113-017-1179-4","title":"Institutional response to disaster risk: the City of Vancouver and District of Maple Ridge, British Columbia, Canada","year":2017,"lang":"en","type":"article","venue":"Regional Environmental Change","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Ridge; Maple; Nature Conservation; Geography; Cartography; Ecology","score_opus":0.024653958464721806,"score_gpt":0.23640405181337437,"score_spread":0.21175009334865258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622654558","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":[0.9959907,0.000081367674,0.000006966669,0.0007964626,0.00016001848,0.00024545754,0.00030054268,0.0000021667079,0.0024163078],"genre_scores_gemma":[0.9938915,0.00014688942,0.000018256591,0.00014720083,0.000074300275,0.00001656662,0.000005029748,0.0000031458137,0.0056971074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905896,0.00007784922,0.00010899692,0.00014692741,0.00046760222,0.00013967422],"domain_scores_gemma":[0.9995324,0.00006578387,0.00013792235,0.00018053254,0.000005173509,0.00007819651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026593442,0.000049620387,0.00009121901,0.0000099848985,0.00076552,0.00006220124,0.00031006057,0.000025094707,0.00015474939],"category_scores_gemma":[0.00005802188,0.000053934367,0.000031120802,0.000032337015,0.0010386917,0.0001475809,0.00020682794,0.000045053068,0.000001429528],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010748571,0.00010608765,0.9657392,0.000014647129,0.000025756479,0.000013595638,0.0030881355,0.000002865548,0.00007736729,0.00019168273,0.020086592,0.010546585],"study_design_scores_gemma":[0.00014630445,0.000022031958,0.8408754,0.000020900789,0.000008808473,6.888589e-7,0.0017978143,0.0000037769164,0.0000039785946,0.000053174885,0.15700929,0.00005783855],"about_ca_topic_score_codex":0.8719334,"about_ca_topic_score_gemma":0.9808169,"teacher_disagreement_score":0.13692269,"about_ca_system_score_codex":0.00009975548,"about_ca_system_score_gemma":0.000057562684,"threshold_uncertainty_score":0.5887838},"labels":[],"label_agreement":null},{"id":"W2622661508","doi":"10.1002/jcop.21897","title":"Place-based loss and resilience among disaster-affected youth","year":2017,"lang":"en","type":"article","venue":"Journal of Community Psychology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Vulnerability (computing); Psychological resilience; Flood myth; Place attachment; Resilience (materials science); Psychology; Sense of place; Relevance (law); Social psychology; Sociology; Geography; Political science; Computer security; Social science","score_opus":0.050793470277715705,"score_gpt":0.3831473955639924,"score_spread":0.3323539252862767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622661508","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":[0.9446985,0.00005598734,0.00036686135,0.0031829104,0.00054545817,0.00009064852,0.0000015948016,0.000012117945,0.05104592],"genre_scores_gemma":[0.998728,0.00009330281,0.00011550609,0.00039486255,0.00010883841,7.974591e-7,5.1351105e-7,0.0000059795434,0.0005522266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792385,0.0011990897,0.00026566273,0.00007580237,0.00028396604,0.00025162817],"domain_scores_gemma":[0.9983063,0.00020728163,0.0006056311,0.0006078006,0.000119558055,0.00015342596],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020485122,0.00009835163,0.00022013167,0.00012553218,0.0018268967,0.0002485197,0.001522287,0.00009798648,0.000043810836],"category_scores_gemma":[0.0005485667,0.000082153056,0.000066087356,0.0000836076,0.002329395,0.0005256283,0.00015775448,0.0005738753,0.000005547288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007358351,0.0014177173,0.7371769,0.00007387662,0.00013426894,0.00013314818,0.19896221,0.000066770495,0.0004151675,0.0036097118,0.007898739,0.049375642],"study_design_scores_gemma":[0.0013299519,0.0003756317,0.9684619,0.00010521193,0.000041936986,0.000007602327,0.022165991,0.000014280891,0.000011177291,0.0016255673,0.0057215034,0.00013926336],"about_ca_topic_score_codex":0.00053785404,"about_ca_topic_score_gemma":0.0023134404,"teacher_disagreement_score":0.23128498,"about_ca_system_score_codex":0.000022942599,"about_ca_system_score_gemma":0.000053295564,"threshold_uncertainty_score":0.9994726},"labels":[],"label_agreement":null},{"id":"W2624766385","doi":"10.3390/su9061032","title":"Conceptualizing Dimensions and Characteristics of Urban Resilience: Insights from a Co-Design Process","year":2017,"lang":"en","type":"article","venue":"Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Ministerio de Economía y Competitividad; Asia-Pacific Network for Global Change Research","keywords":"Resilience (materials science); Interdependence; Conceptualization; Urban resilience; Variety (cybernetics); Context (archaeology); Process (computing); Participatory planning; Bridging (networking); Process management; Urban planning; Management science; Sociology; Knowledge management; Environmental resource management; Computer science; Environmental planning; Business; Engineering; Geography; Economics; Social science","score_opus":0.022392004869541793,"score_gpt":0.3451863876430312,"score_spread":0.32279438277348943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624766385","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":[0.9916194,0.000089545945,0.0004105997,0.00047456817,0.00010596014,0.00054950913,0.0000068867525,0.000032282966,0.0067112288],"genre_scores_gemma":[0.99894845,0.000032702,0.00008185779,0.000027295098,0.00006413122,0.000015558544,0.0000020891703,0.000005042872,0.0008228829],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986353,0.00023728448,0.00022663281,0.00032832538,0.0003160476,0.00025644226],"domain_scores_gemma":[0.9985152,0.00021066087,0.00025093113,0.0004867958,0.00041901495,0.00011739333],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00050672726,0.00010323412,0.00021126354,0.000037133974,0.0013002378,0.00017751273,0.00048058204,0.00007312175,0.000032957865],"category_scores_gemma":[0.0028904958,0.00008987948,0.000032263386,0.00008067122,0.002590211,0.00048415406,0.00013679324,0.000086924985,0.0000019448407],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001365978,0.00027448917,0.62322253,0.00026310008,0.000033818098,0.000027145194,0.25073922,0.0000109230805,0.00026232956,0.114726625,0.00068648614,0.0096167615],"study_design_scores_gemma":[0.00040048303,0.000092970025,0.7468848,0.00006891785,0.000040640585,8.822935e-8,0.13306756,0.0001780472,0.0003408967,0.114754856,0.0038905598,0.00028013016],"about_ca_topic_score_codex":0.0015015138,"about_ca_topic_score_gemma":0.0001553863,"teacher_disagreement_score":0.12366233,"about_ca_system_score_codex":0.00009743242,"about_ca_system_score_gemma":0.00038544874,"threshold_uncertainty_score":0.99999994},"labels":[],"label_agreement":null},{"id":"W267830066","doi":"10.1007/978-1-4615-0495-5_4","title":"The Wireless Revolution","year":2003,"lang":"en","type":"book-chapter","venue":"International series in management science/operations research/International series in operations research & management science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Emergency management; Telecommunications; Wireless network; Wireless; Preparedness; Protocol (science); Vulnerability (computing); Engineering; Computer security; Business; Computer science; Political science","score_opus":0.06039880792143351,"score_gpt":0.42521847900918236,"score_spread":0.3648196710877488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W267830066","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013845498,0.00020030889,0.00031348577,0.03791817,0.004722691,0.0041323453,0.00004746096,0.00010841188,0.9511726],"genre_scores_gemma":[0.07567116,0.026769046,0.0026260756,0.00024415873,0.0004608394,0.0014600204,0.00010146591,0.000072836,0.8925944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97549254,0.0008605983,0.0017203465,0.002744279,0.016333437,0.002848805],"domain_scores_gemma":[0.993079,0.00036364683,0.00014487893,0.0019002375,0.004022713,0.00048954645],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.03589281,0.00065910554,0.00045391885,0.009290194,0.013093455,0.009569563,0.013128977,0.00026111738,0.0020880115],"category_scores_gemma":[0.0019535606,0.00060802506,0.00018214867,0.0067711007,0.027283572,0.009205077,0.0054781036,0.0020207255,0.0007372994],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012257404,0.00022128147,0.00015478126,0.000039911924,0.000089092115,0.00015838566,0.0018982056,0.011398267,0.00008684361,0.9704075,0.008437326,0.0069858404],"study_design_scores_gemma":[0.00067331933,0.00011342843,0.001441666,0.0006263551,0.000015254551,0.000009654209,0.021600923,0.007118494,0.000049722406,0.046789736,0.92077833,0.000783118],"about_ca_topic_score_codex":0.0019493797,"about_ca_topic_score_gemma":0.046286695,"teacher_disagreement_score":0.9236178,"about_ca_system_score_codex":0.008011462,"about_ca_system_score_gemma":0.0013451525,"threshold_uncertainty_score":0.9996371},"labels":[],"label_agreement":null},{"id":"W2724337900","doi":"10.4018/ijiscram.2016100102","title":"Crowdsourcing the Disaster Management Cycle","year":2016,"lang":"en","type":"article","venue":"International Journal of Information Systems for Crisis Response and Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Crowdsourcing; Preparedness; Emergency management; Government (linguistics); Business; Crisis management; Public relations; Knowledge management; Political science; Computer science; World Wide Web","score_opus":0.00972559128203744,"score_gpt":0.2919930089220595,"score_spread":0.28226741764002206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724337900","genre_codex":"methods","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":[0.23298262,0.00078958605,0.52803904,0.09744555,0.010384501,0.0035627326,0.00005321667,0.00010195776,0.12664081],"genre_scores_gemma":[0.99203765,0.0016899849,0.0003393224,0.00065947615,0.00021440817,0.00004761859,9.514953e-7,0.0000051025545,0.005005477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983601,0.00014301253,0.00052229397,0.00007186271,0.00073685485,0.0001658546],"domain_scores_gemma":[0.99893445,0.00018495171,0.00040832596,0.000113812,0.0002961916,0.000062259605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024048954,0.00008478109,0.000103243285,0.00033678277,0.00023494165,0.0004570091,0.0005361407,0.000026332547,0.000016898852],"category_scores_gemma":[0.00006863793,0.000046173787,0.00009178725,0.00009637567,0.00008189608,0.0013612697,0.00012519251,0.00003057308,0.000023654928],"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":[0.003995196,0.0000907902,0.0005366219,0.00019641421,0.0014362544,0.00003782049,0.0362698,0.0005542529,0.0000361049,0.51898134,0.14443517,0.29343024],"study_design_scores_gemma":[0.0009045157,0.00004128844,0.001844465,0.00017043408,0.000041015315,0.0000067866617,0.05813045,0.00004781767,0.0000067898177,0.00063641195,0.9380924,0.00007759975],"about_ca_topic_score_codex":0.000024452416,"about_ca_topic_score_gemma":0.000005994031,"teacher_disagreement_score":0.79365724,"about_ca_system_score_codex":0.00011228269,"about_ca_system_score_gemma":0.000015438258,"threshold_uncertainty_score":0.44069493},"labels":[],"label_agreement":null},{"id":"W2727399439","doi":"","title":"Best practice in emergency management - overseas universities","year":2005,"lang":"en","type":"article","venue":"National emergency response","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Project commissioning; Publishing; Best practice; Management; Political science; Columbia university; Library science; Engineering; Sociology; Engineering management; Media studies; Computer science; Law","score_opus":0.020042929119610135,"score_gpt":0.35934491663669577,"score_spread":0.3393019875170856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727399439","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09860238,0.00037905812,0.000049300565,0.008115068,0.000618793,0.00025910177,0.0000072278535,0.000045447723,0.8919236],"genre_scores_gemma":[0.6975966,0.0033498947,0.000647621,0.00016094139,0.00024085607,0.000021203,0.0000053133335,0.000009499095,0.29796803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761456,0.00045538868,0.0002755697,0.000254588,0.0010921797,0.00030771474],"domain_scores_gemma":[0.99935174,0.00013478126,0.00009726718,0.00011400178,0.0002161483,0.00008603388],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016677886,0.000107062464,0.00008343838,0.00036796057,0.00034056508,0.000023022703,0.00034911715,0.00005823676,0.005646481],"category_scores_gemma":[0.000419987,0.00012025148,0.00006494656,0.0008296982,0.000087283326,0.0010594623,0.00008975957,0.000094892144,0.00055424863],"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":[0.0016961858,0.0010098969,0.0021129716,0.00002738078,0.00009330407,0.00006585834,0.022112004,0.001354809,0.00007972731,0.88606024,0.075007044,0.010380597],"study_design_scores_gemma":[0.00028684636,0.000029567353,0.015393753,0.000012036146,0.00001820858,4.0572291e-7,0.044032957,0.00009532694,0.0000027083547,0.0016156944,0.93834215,0.00017034789],"about_ca_topic_score_codex":0.00025788406,"about_ca_topic_score_gemma":0.0007936007,"teacher_disagreement_score":0.88444453,"about_ca_system_score_codex":0.00040471586,"about_ca_system_score_gemma":0.00020635096,"threshold_uncertainty_score":0.9952625},"labels":[],"label_agreement":null},{"id":"W2728566952","doi":"10.1186/s12910-017-0203-z","title":"Familiar ethical issues amplified: how members of research ethics committees describe ethical distinctions between disaster and non-disaster research","year":2017,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Hospital for Sick Children; McGill University; University of Toronto; McMaster University","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; McMaster University","keywords":"Disaster research; Research ethics; Vulnerability (computing); Engineering ethics; Confidentiality; Qualitative research; Philosophy of medicine; Disaster risk reduction; Public relations; Value (mathematics); Political science; Sociology; Medicine; Environmental resource management; Social science; Computer security; Law; Engineering","score_opus":0.40426460113497825,"score_gpt":0.5500867133021214,"score_spread":0.1458221121671432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728566952","genre_codex":"commentary","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":[0.21482962,0.000226622,0.006115193,0.68298197,0.0012315671,0.0012311569,0.000045143315,0.00013311354,0.09320563],"genre_scores_gemma":[0.9844635,0.00266904,0.0011875996,0.0014167211,0.0013087855,0.000056144087,0.000013064205,0.000039611317,0.008845524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9737799,0.0116486205,0.0006775171,0.00094926305,0.011495426,0.0014492405],"domain_scores_gemma":[0.9297492,0.065436065,0.00023383345,0.0014620465,0.0018645335,0.0012543015],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.07984311,0.0002948071,0.0006268955,0.0003234092,0.007417283,0.0011538398,0.0029065842,0.005721382,0.00033028753],"category_scores_gemma":[0.22893663,0.00024439977,0.00016411117,0.0005826159,0.03608363,0.00040363858,0.0024277342,0.026549747,0.00008505178],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019213051,0.00034129695,0.092896655,0.0032282546,0.00013940193,0.00006302416,0.31342623,0.0000023105204,0.00006227678,0.53865623,0.047370404,0.0036218124],"study_design_scores_gemma":[0.0024939245,0.00076547154,0.1268713,0.006358417,0.0001855123,0.000005189379,0.4015784,0.000531856,0.00010680854,0.13569781,0.32402992,0.0013753995],"about_ca_topic_score_codex":0.00944423,"about_ca_topic_score_gemma":0.104364224,"teacher_disagreement_score":0.7696339,"about_ca_system_score_codex":0.000111211884,"about_ca_system_score_gemma":0.0039525065,"threshold_uncertainty_score":0.99988306},"labels":[],"label_agreement":null},{"id":"W2734633437","doi":"","title":"An Overview of Pilot Projects in Support of Critical Infrastructure Resilience","year":2015,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Resilience (materials science); Context (archaeology); Population; Critical infrastructure; Engineering; Environmental resource management; Sociology; Geography; Political science; Environmental science","score_opus":0.12266579325245376,"score_gpt":0.4214632589470479,"score_spread":0.29879746569459414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734633437","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":[0.5892595,0.000108701825,0.000117002586,0.00078889553,0.00018643313,0.00028350044,0.0000027288784,0.000026889731,0.40922636],"genre_scores_gemma":[0.9981168,0.000032705593,0.00078251626,0.00013761845,0.000022895316,0.0000029547928,6.79874e-7,0.0000026369305,0.00090118434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988724,0.00012650748,0.00020927115,0.00014896053,0.00044950013,0.00019334482],"domain_scores_gemma":[0.9995419,0.000042692598,0.00004597249,0.00016362383,0.000103461476,0.000102378064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006493069,0.000055938403,0.00013645295,0.00008408883,0.000026893968,0.000016260688,0.00036013377,0.00003453819,0.00025209124],"category_scores_gemma":[0.00033559758,0.000044802113,0.000017422131,0.00042626093,0.0005790716,0.00038710888,0.000056516652,0.00004769999,0.000005301662],"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":[0.00008319217,0.0007039057,0.13581222,0.00028319334,0.000004785282,0.000012901485,0.04104439,0.00011344567,0.0008375068,0.8034246,0.01156153,0.0061183563],"study_design_scores_gemma":[0.0026448106,0.0054884176,0.56564134,0.00032629154,0.00006668155,0.0000029793453,0.24153633,0.0006186467,0.003875746,0.124090105,0.054644216,0.001064447],"about_ca_topic_score_codex":0.0013371789,"about_ca_topic_score_gemma":0.0023093713,"teacher_disagreement_score":0.67933446,"about_ca_system_score_codex":0.00002052462,"about_ca_system_score_gemma":0.00023743948,"threshold_uncertainty_score":0.27602223},"labels":[],"label_agreement":null},{"id":"W2736325950","doi":"10.1177/028072701703500102","title":"Bio-indicators as a Measure of Social Fragility","year":2017,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","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":"University of Ottawa","funders":"","keywords":"Fragility; Vulnerability (computing); Index (typography); Unrest; Psychological resilience; Population; Life expectancy; Social vulnerability; Geography; Social unrest; Demography; Psychology; Politics; Political science; Computer security; Sociology; Computer science; Social psychology","score_opus":0.021477281841776455,"score_gpt":0.34564334495023313,"score_spread":0.3241660631084567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736325950","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":[0.84939075,0.00008418871,0.00048110253,0.0064741927,0.0040902975,0.00009187551,0.000010449115,0.000009526746,0.13936761],"genre_scores_gemma":[0.99666137,0.00009884838,0.00010367956,0.000079236066,0.000580831,0.0000014187074,9.55149e-7,0.000006954329,0.0024666882],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974417,0.00011805309,0.00049653405,0.00013324132,0.0015956741,0.00021478074],"domain_scores_gemma":[0.998088,0.000039476294,0.0011080413,0.00016638398,0.00048621182,0.000111873334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097027066,0.0001105724,0.00020646583,0.00022059404,0.00046865302,0.00016483878,0.0019839553,0.000067304034,0.00076626416],"category_scores_gemma":[0.00062349794,0.000095768075,0.00026996667,0.000095424206,0.00079857913,0.0007046148,0.00014580633,0.00013384514,0.000021640051],"study_design_candidate":"observational","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":[0.0012092688,0.0010522137,0.31022328,0.000090739806,0.0026766208,0.00021414236,0.1598951,0.00009776608,0.009060884,0.37915576,0.029442122,0.106882125],"study_design_scores_gemma":[0.0024512247,0.00033612296,0.28304178,0.00031705596,0.00030514871,0.000010780206,0.15027194,0.000041981846,0.002455031,0.017084865,0.5429035,0.0007805798],"about_ca_topic_score_codex":0.00028423467,"about_ca_topic_score_gemma":0.0002176746,"teacher_disagreement_score":0.5134614,"about_ca_system_score_codex":0.00009940289,"about_ca_system_score_gemma":0.0001851069,"threshold_uncertainty_score":0.83900553},"labels":[],"label_agreement":null},{"id":"W2739252428","doi":"10.1007/s11205-017-1706-1","title":"Exploring Community Cohesion in Rural Canada Post-Extreme Weather: Planning Ahead for Unknown Stresses","year":2017,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; University of Waterloo","funders":"","keywords":"Community cohesion; Sense of place; Social capital; Tornado; Cohesion (chemistry); Vulnerability (computing); Sense of community; Sociology; Public relations; Social psychology; Psychology; Geography; Political science; Computer security; Computer science; Social science","score_opus":0.4801098266926635,"score_gpt":0.47180415784185487,"score_spread":0.008305668850808634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739252428","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":[0.95429,0.00006209423,0.0000030234312,0.003326372,0.00028866564,0.0005361576,0.000015521855,0.00002511593,0.041453082],"genre_scores_gemma":[0.9973112,0.00007250542,0.0000142485505,0.00003299314,0.00032787485,0.00013852425,0.000010399222,0.000014523707,0.002077784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693143,0.0007851619,0.0001953458,0.00018346317,0.0010593513,0.000845234],"domain_scores_gemma":[0.99874824,0.0005334712,0.00011324561,0.00030354582,0.00014952797,0.00015194395],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031695284,0.000108402724,0.00018157616,0.0002756382,0.00960197,0.00043881292,0.0015310076,0.00008994613,0.000045945366],"category_scores_gemma":[0.0012590981,0.00010632646,0.00005142467,0.00036862984,0.0009750418,0.0006059937,0.0004201847,0.0006213628,0.0000063138623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025680158,0.0003832805,0.5440179,0.00021952116,0.00006879402,0.00004654769,0.22226377,0.000007754047,0.00036646586,0.03983939,0.014152722,0.17837703],"study_design_scores_gemma":[0.0006769955,0.00009881775,0.50847906,0.00021340432,0.000007844368,6.8902615e-8,0.3964679,0.00001675921,0.00023059567,0.0018143379,0.091680385,0.00031383644],"about_ca_topic_score_codex":0.8252464,"about_ca_topic_score_gemma":0.9182153,"teacher_disagreement_score":0.1780632,"about_ca_system_score_codex":0.00046943506,"about_ca_system_score_gemma":0.000961077,"threshold_uncertainty_score":0.9916874},"labels":[],"label_agreement":null},{"id":"W2739971558","doi":"","title":"Using a mixed method approach to discuss the intersectionalities of class, education, and gender in natural disasters for rural vulnerable communities in Pakistan","year":2017,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography; Socioeconomics; Natural disaster; Agriculture; Political science; Sociology","score_opus":0.08375017577293684,"score_gpt":0.39304536521364325,"score_spread":0.30929518944070644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739971558","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":[0.9961112,0.00020070944,0.00069330825,0.0007532733,0.00022729748,0.00017020712,0.0000012215482,0.0000012955911,0.0018414705],"genre_scores_gemma":[0.99375904,0.000048640046,0.0056703896,0.000069258494,0.000018500386,0.000009186771,0.000001984625,0.0000028203985,0.00042019514],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99860954,0.0007638195,0.0002972621,0.000027662036,0.00016567085,0.00013606146],"domain_scores_gemma":[0.9992666,0.00026541893,0.0002112426,0.00012248193,0.000092958355,0.00004128522],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002577296,0.00007364318,0.00016421084,0.00011182632,0.0014119928,0.00018278568,0.00044185054,0.000023171577,0.000001930752],"category_scores_gemma":[0.000073191186,0.000046779365,0.000027393315,0.000067626475,0.00029498828,0.00034970746,0.00021102616,0.0003070145,2.9493547e-8],"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":[0.00013906413,0.00029800873,0.035137046,0.00013761522,0.000057032066,1.6608118e-7,0.8949312,0.00012076177,0.000057615514,0.00909872,0.00011972851,0.059903026],"study_design_scores_gemma":[0.0002672815,0.000020352756,0.15731676,0.00016488155,0.000007953382,0.0000040290442,0.8369455,0.00009462386,0.0000127293015,0.0035843474,0.0015120507,0.00006948894],"about_ca_topic_score_codex":0.005977495,"about_ca_topic_score_gemma":0.0146757765,"teacher_disagreement_score":0.12217972,"about_ca_system_score_codex":0.00009106431,"about_ca_system_score_gemma":0.00014543775,"threshold_uncertainty_score":0.99988806},"labels":[],"label_agreement":null},{"id":"W2740359881","doi":"","title":"Riverfest 2017 | Lunenburg Region, Nova Scotia","year":2017,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Geography; Archaeology; Engineering; Aeronautics","score_opus":0.06469302523212916,"score_gpt":0.3527713312356793,"score_spread":0.2880783060035501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740359881","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069810614,0.000024573123,0.00020608433,0.005204678,0.00086229935,0.00012169013,2.3816256e-7,0.000055560202,0.9237143],"genre_scores_gemma":[0.8072603,0.000052512172,0.0000495526,0.00015524524,0.00021063238,3.818742e-7,3.8228515e-7,0.0000028878003,0.19226815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992302,0.00002636893,0.00007827157,0.00018110435,0.00023989123,0.00024416918],"domain_scores_gemma":[0.9993744,0.00002005452,0.000088217865,0.00039396225,0.000038751583,0.00008461893],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022843124,0.000062588726,0.00007180482,0.000030838954,0.001147012,0.00044529515,0.0008074526,0.00004184533,0.0008860608],"category_scores_gemma":[0.00010688682,0.00005153081,0.000039504754,0.000042363437,0.0006653339,0.0005908134,0.00015124057,0.000044646782,0.0010616531],"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":[0.000011116915,0.00007377365,0.22358395,0.000010929682,0.000022357357,0.00005963596,0.004933556,0.0000017599201,0.000021452535,0.1672818,0.58131355,0.022686103],"study_design_scores_gemma":[0.00047539227,0.000030718602,0.26644978,0.000072462615,0.000030192152,0.0000011200812,0.0075499215,0.000029058823,0.000048982245,0.0042980486,0.72065294,0.00036141658],"about_ca_topic_score_codex":0.0095443595,"about_ca_topic_score_gemma":0.012582958,"teacher_disagreement_score":0.73744965,"about_ca_system_score_codex":0.000013638669,"about_ca_system_score_gemma":0.00003690133,"threshold_uncertainty_score":0.99971616},"labels":[],"label_agreement":null},{"id":"W2740613064","doi":"10.1007/978-3-319-63492-0_6","title":"Findings from Follow-up Interviews","year":2017,"lang":"en","type":"book-chapter","venue":"Springer briefs in geography","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski; Brock University","funders":"","keywords":"Psychological intervention; Alliance; Psychological resilience; Resilience (materials science); Action (physics); Corporate governance; Order (exchange); Community resilience; Psychology; Adaptation (eye); Perception; Political science; Public relations; Social psychology; Sociology; Management; Business; Engineering","score_opus":0.028669960831369277,"score_gpt":0.28354663784334944,"score_spread":0.25487667701198014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740613064","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044135987,0.0018672093,0.000021240166,0.00043359533,0.0028061713,0.00046893282,0.000025759384,0.00009892572,0.9898646],"genre_scores_gemma":[0.05861338,0.0034794076,0.00020135561,0.00046513305,0.0007439,0.000033685305,0.000034678797,0.0000715676,0.9363569],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975875,0.000046294823,0.00042091787,0.0007394071,0.0006679746,0.00053788495],"domain_scores_gemma":[0.998592,0.000068763016,0.00029730218,0.00083884574,0.000054043227,0.00014901685],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063725153,0.00037726492,0.00050321483,0.000560193,0.0004863291,0.0004666267,0.0016947697,0.00040453573,0.0018989324],"category_scores_gemma":[0.000064416796,0.00038889647,0.00052867504,0.00006572476,0.00089063647,0.0003278479,0.00050152675,0.00048342458,0.00046180256],"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":[0.00011304438,0.00012624463,0.12255125,0.00019703667,0.00070729974,0.00030397394,0.029670523,0.000001627414,0.00001470253,0.5584233,0.04472613,0.24316487],"study_design_scores_gemma":[0.000307928,0.000016363509,0.015605965,0.00065157394,0.000057296063,7.227824e-8,0.00020759972,7.284665e-7,0.0000023041482,0.04748794,0.93519586,0.00046634235],"about_ca_topic_score_codex":0.0059409686,"about_ca_topic_score_gemma":0.017104698,"teacher_disagreement_score":0.89046973,"about_ca_system_score_codex":0.000058110316,"about_ca_system_score_gemma":0.000059476188,"threshold_uncertainty_score":0.9998563},"labels":[],"label_agreement":null},{"id":"W2741865940","doi":"10.1111/dewb.12158","title":"Haitian people's expectations regarding post‐disaster humanitarian aid teams’ actions","year":2017,"lang":"en","type":"article","venue":"Developing World Bioethics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Research Chairs","keywords":"Humanitarian aid; First aid; Political science; Psychology; Criminology; Business; Public relations; Law","score_opus":0.10175097703390033,"score_gpt":0.39049731909849483,"score_spread":0.2887463420645945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741865940","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":[0.08091186,0.000060612154,0.0024840916,0.13035446,0.0034340275,0.0005540636,0.000011508217,0.00036134958,0.78182805],"genre_scores_gemma":[0.94807166,0.00004548233,0.0038849355,0.00081203924,0.00046003534,0.000026320802,0.0000117289455,0.000019409026,0.046668384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982941,0.00013347334,0.00024314177,0.00035703715,0.0004916013,0.0004806293],"domain_scores_gemma":[0.99875575,0.00015416124,0.00021660788,0.0005109939,0.0002433797,0.00011912911],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005990512,0.0001635574,0.00016712863,0.00025790805,0.006997981,0.0013206587,0.00090398145,0.00011263665,0.00021169783],"category_scores_gemma":[0.00073830655,0.00016216721,0.00008979442,0.00032645217,0.0009989064,0.0009466471,0.00025802353,0.00034606212,0.00022930068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008523159,0.000033554283,0.014636421,0.000033963657,0.000047263507,0.000009514948,0.08694631,0.0000030667165,0.000036762984,0.88897395,0.0034209378,0.0058497167],"study_design_scores_gemma":[0.0005689836,0.00003099097,0.13339464,0.00045869555,0.000075160024,0.0000020063712,0.30258375,0.000037472884,0.00010842179,0.012250717,0.54952866,0.00096049847],"about_ca_topic_score_codex":0.0034813816,"about_ca_topic_score_gemma":0.3440038,"teacher_disagreement_score":0.87672323,"about_ca_system_score_codex":0.00016814226,"about_ca_system_score_gemma":0.00038776806,"threshold_uncertainty_score":0.99971604},"labels":[],"label_agreement":null},{"id":"W2748879427","doi":"10.1017/dmp.2017.57","title":"Long-term Recovery From Hurricane Sandy: Evidence From a Survey in New York City","year":2017,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; National Institutes of Health; York University","keywords":"Odds; Environmental health; Socioeconomic status; Disadvantaged; Psychological intervention; Disaster recovery; Public health; Suicide prevention; Preparedness; Poison control; Logistic regression; Occupational safety and health; Socioeconomics; Gerontology; Medicine; Economic growth; Political science; Population; Sociology; Nursing; Economics","score_opus":0.2516953873657197,"score_gpt":0.4180206484595801,"score_spread":0.16632526109386037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748879427","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":[0.9699187,0.0029922312,0.00047188578,0.018611586,0.001383873,0.0005541852,0.00004280596,0.000051750132,0.005972937],"genre_scores_gemma":[0.9928416,0.001632963,0.000046289842,0.0020121718,0.0008551732,0.000019620318,0.000093858944,0.000013385865,0.002484953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99633634,0.0009470158,0.00056641246,0.0007127966,0.0006792415,0.0007581696],"domain_scores_gemma":[0.9969441,0.0008348082,0.00045367776,0.0008369231,0.00007510585,0.0008553612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030453764,0.00022551241,0.00055589876,0.00013815089,0.0008488465,0.00049567694,0.0010491183,0.00012501003,0.0009031439],"category_scores_gemma":[0.002670183,0.00018510218,0.000041861116,0.00027485387,0.000799926,0.0012735914,0.00030829041,0.00021351868,0.000018217192],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006093077,0.000055110002,0.7340061,0.000032759406,0.000019899648,0.000009368873,0.18753868,1.501311e-7,0.0000013543009,0.00005904303,0.013936016,0.06428057],"study_design_scores_gemma":[0.0008837875,0.00009283487,0.9575597,0.0010171524,0.0000127899775,2.6246207e-7,0.03078313,0.000012755956,1.2910206e-7,0.00056097034,0.008852788,0.00022367308],"about_ca_topic_score_codex":0.4881321,"about_ca_topic_score_gemma":0.49924213,"teacher_disagreement_score":0.22355361,"about_ca_system_score_codex":0.00015369966,"about_ca_system_score_gemma":0.0012400073,"threshold_uncertainty_score":0.9888792},"labels":[],"label_agreement":null},{"id":"W2749779743","doi":"10.1139/cjfr-2017-0099","title":"Public use of information about smoke emissions: application of the risk information seeking and processing (RISP) model","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Joint Fire Science Program; National Interagency Fire Center","keywords":"Smoke; Information seeking; The Internet; Business; Psychology; Environmental health; Environmental science; Engineering; Waste management; Computer science; Medicine","score_opus":0.11209598935429185,"score_gpt":0.3621584104973381,"score_spread":0.2500624211430462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749779743","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":[0.9819025,0.00008719416,0.003461595,0.0015196814,0.000070002854,0.0002932684,0.00001017048,0.0000018237109,0.012653805],"genre_scores_gemma":[0.99954677,0.00011684877,0.00019125397,0.000015995296,0.000031004256,0.0000028809084,0.0000010090988,0.0000017880237,0.0000924421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987611,0.00009646832,0.00030938067,0.000036444424,0.0005786029,0.00021801192],"domain_scores_gemma":[0.9977402,0.00005414625,0.00066598615,0.00018966163,0.0011282255,0.00022178893],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021745332,0.00004035602,0.000080337966,0.0003625574,0.0014816507,0.000670753,0.00059757294,0.00005306974,0.0000041867042],"category_scores_gemma":[0.0035848983,0.00002845436,0.00003236214,0.00023100628,0.0007048808,0.0037104024,0.000058472826,0.0002121917,7.527411e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010403277,0.000006289202,0.81524676,0.00009044929,0.000009126802,2.17254e-7,0.01345104,0.001178935,0.000009049377,0.016929455,0.00078761426,0.15228064],"study_design_scores_gemma":[0.00024482392,0.00003077069,0.91178405,0.0002814286,0.000012536496,9.341719e-7,0.0059875534,0.033187892,0.000023259685,0.006635952,0.041742854,0.00006796389],"about_ca_topic_score_codex":0.0272521,"about_ca_topic_score_gemma":0.081466526,"teacher_disagreement_score":0.15221268,"about_ca_system_score_codex":0.00008363586,"about_ca_system_score_gemma":0.0015308646,"threshold_uncertainty_score":0.99981827},"labels":[],"label_agreement":null},{"id":"W2752397870","doi":"","title":"Resiliency and reconstruction – Three case studies on recovering from a natural disaster","year":2014,"lang":"en","type":"article","venue":"Aaltodoc (Aalto University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural (archaeology); Natural disaster; Computer science; History; Geography; Archaeology; Meteorology","score_opus":0.020265647464508145,"score_gpt":0.2589727921016535,"score_spread":0.23870714463714537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752397870","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":[0.9143764,0.00007752967,0.00009531895,0.00035902698,0.0008461846,0.00013816463,0.0000026880505,0.00006997706,0.08403474],"genre_scores_gemma":[0.99015933,0.00016714826,0.00027743744,0.000088109686,0.00016289261,4.4656971e-7,0.000001115015,0.000006114408,0.009137411],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9989783,0.00015543403,0.00010675765,0.00034210892,0.00018069643,0.00023670244],"domain_scores_gemma":[0.9993864,0.00021571522,0.00008422108,0.00017321057,0.00004708973,0.00009330498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022345391,0.00011665937,0.00014696494,0.00017039402,0.000689568,0.00007024588,0.00017894062,0.000053010248,0.000045497516],"category_scores_gemma":[0.00014277731,0.00011280287,0.000043177068,0.000286583,0.00040026932,0.0005471095,0.00013198622,0.00011733414,0.00003620196],"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":[0.00045196674,0.00014159508,0.053621903,0.00010066844,0.00033304974,0.0016813325,0.075288475,0.00011883295,0.00027343963,0.36575648,0.0022586342,0.49997362],"study_design_scores_gemma":[0.004485321,0.00089142506,0.02454153,0.00090752624,0.00050772884,0.00016558939,0.55877304,0.0022130858,0.00021557682,0.04113802,0.36377183,0.00238933],"about_ca_topic_score_codex":0.001135149,"about_ca_topic_score_gemma":0.0143813025,"teacher_disagreement_score":0.4975843,"about_ca_system_score_codex":0.00009896994,"about_ca_system_score_gemma":0.000020801781,"threshold_uncertainty_score":0.80251044},"labels":[],"label_agreement":null},{"id":"W2754622395","doi":"10.5055/jem.2017.0331","title":"Defining a risk-informed framework for whole-of-government lessons learned: A Canadian perspective","year":2017,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Management and Resilience","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":true,"ca_institutions":"Communications Security Establishment; Defence Research and Development Canada","funders":"","keywords":"Best practice; Process management; Preparedness; Process (computing); Emergency management; Knowledge management; Government (linguistics); Computer science; Business; Political science","score_opus":0.06401226925968094,"score_gpt":0.410175588956001,"score_spread":0.34616331969632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754622395","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":[0.045907125,0.0011308689,0.020493079,0.040247023,0.0076610832,0.0014592854,0.00010097974,0.000022159207,0.8829784],"genre_scores_gemma":[0.9788487,0.003591843,0.008205036,0.000057715646,0.00028539487,0.000017902523,5.1976156e-7,0.000014036671,0.008978879],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980447,0.000059719605,0.00047699356,0.00017222764,0.00081229024,0.0004340168],"domain_scores_gemma":[0.9979304,0.000069318805,0.001219129,0.00034138773,0.00020231244,0.00023746498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013097822,0.00012877103,0.0002326714,0.00015954032,0.0012690207,0.00012868682,0.0010576886,0.000064194115,0.00026599955],"category_scores_gemma":[0.0011961899,0.00011532535,0.0002637958,0.00013073962,0.00013338671,0.0004675708,0.00013023082,0.0001712551,0.000014746125],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006478701,0.000087869856,0.011392207,0.00006026998,0.00038556755,0.000017503744,0.0146599235,0.00014986903,0.0000021375824,0.92525005,0.01419061,0.03373919],"study_design_scores_gemma":[0.00081593567,0.00030325155,0.051462,0.00035962896,0.00044262753,4.319138e-7,0.19173725,0.0000967534,0.000012945917,0.2039438,0.550482,0.00034338023],"about_ca_topic_score_codex":0.02218787,"about_ca_topic_score_gemma":0.11420427,"teacher_disagreement_score":0.93294156,"about_ca_system_score_codex":0.00045252513,"about_ca_system_score_gemma":0.00019188247,"threshold_uncertainty_score":0.98432344},"labels":[],"label_agreement":null},{"id":"W2755414055","doi":"10.1193/121716eqs242m","title":"Implementing Nepal's National Building Code: A Case Study in Patience and Persistence","year":2017,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Read Jones Christoffersen (Canada)","funders":"","keywords":"Building code; Patience; Code (set theory); Business; Civil engineering; Forensic engineering; Geography; Environmental planning; Engineering; Computer science; Psychology","score_opus":0.05806817016205858,"score_gpt":0.3610791295289282,"score_spread":0.3030109593668696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755414055","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":[0.9519296,0.000029553052,0.000033102682,0.00039044916,0.000105312516,0.0003314794,0.0000019432805,0.000021843454,0.04715669],"genre_scores_gemma":[0.9987926,0.000014723929,0.00046059815,0.000026971184,0.00009003061,0.000010797419,2.1657762e-7,0.0000041603003,0.0005999024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865556,0.00008103529,0.00015861611,0.000289904,0.00042794566,0.00038696712],"domain_scores_gemma":[0.99955314,0.00005437458,0.00011053124,0.00017007814,0.00004172968,0.00007014934],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012010755,0.000082499624,0.00010164807,0.00008102894,0.0018249359,0.00051537744,0.0003006023,0.000022139197,0.0000837577],"category_scores_gemma":[0.00022310278,0.000082828956,0.000024471481,0.000111665366,0.00026854748,0.00056824664,0.00017310468,0.000091760514,0.000006985843],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060213924,0.00012773491,0.88257015,0.0000088738725,0.000011519353,0.00091077515,0.059791878,0.000008859678,0.00003893015,0.0152716115,0.000032064407,0.041221593],"study_design_scores_gemma":[0.0005937672,0.00009663491,0.7927231,0.000029292529,0.000010135755,0.000019472483,0.2016943,0.00034714074,0.000009703417,0.0010182838,0.0032455435,0.00021258624],"about_ca_topic_score_codex":0.0044695833,"about_ca_topic_score_gemma":0.1307416,"teacher_disagreement_score":0.14190242,"about_ca_system_score_codex":0.000037180405,"about_ca_system_score_gemma":0.00006174932,"threshold_uncertainty_score":0.9994745},"labels":[],"label_agreement":null},{"id":"W2755806841","doi":"","title":"The Perfect Storm: Emergency Management Regulations and Small Municipalities in Ontario","year":2015,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storm; Emergency management; Environmental planning; Business; Environmental resource management; Meteorology; Environmental science; Geography; Economic growth; Economics","score_opus":0.16740553026490615,"score_gpt":0.33412170828362125,"score_spread":0.1667161780187151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755806841","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":[0.97529936,0.00014132053,0.000027075272,0.00047611963,0.00038468072,0.00035165437,0.0000011624614,0.000057436817,0.023261188],"genre_scores_gemma":[0.81883585,0.00022331407,0.000016484042,0.000033181506,0.00003036017,0.0000022407112,0.0000025896434,0.0000087677945,0.1808472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982698,0.0004019064,0.0001852384,0.0003187393,0.00038502656,0.00043929968],"domain_scores_gemma":[0.999237,0.000055916003,0.00009088861,0.00033510523,0.00007376581,0.00020732789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009856343,0.0001564011,0.00013762075,0.00025221816,0.0007520055,0.0002957979,0.00073263247,0.00007904519,0.000024102505],"category_scores_gemma":[0.000029815794,0.00014458095,0.000051736602,0.0004080216,0.00031057544,0.0010005466,0.0004286601,0.00025538311,0.000039179824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037101057,0.00003294239,0.96760505,0.0000097019865,0.000024806684,0.000042620577,0.023108823,0.000023822724,9.488884e-7,0.008402663,0.000004185159,0.0007073479],"study_design_scores_gemma":[0.00046043433,0.000034618606,0.9075123,0.000044693228,0.000036008834,7.143242e-7,0.0435162,3.0281944e-7,0.0000017166883,0.0010678429,0.04714127,0.00018389696],"about_ca_topic_score_codex":0.006739675,"about_ca_topic_score_gemma":0.9611368,"teacher_disagreement_score":0.95439714,"about_ca_system_score_codex":0.00042416723,"about_ca_system_score_gemma":0.00011888194,"threshold_uncertainty_score":0.99987453},"labels":[],"label_agreement":null},{"id":"W2756999485","doi":"10.1007/978-3-319-61729-9_5","title":"Natural Disasters and Health Risks of First Responders","year":2017,"lang":"en","type":"book-chapter","venue":"Advanced sciences and technologies for security applications","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Preparedness; Scope (computer science); Natural disaster; Business; Event (particle physics); Disaster preparedness; Emergency management; Population; Public relations; Risk analysis (engineering); Environmental planning; Environmental health; Medicine; Political science; Geography; Computer science","score_opus":0.07497810927159144,"score_gpt":0.39407556827657003,"score_spread":0.3190974590049786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756999485","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":[0.0054551056,0.048554353,0.004575515,0.07906756,0.0006937182,0.011028838,0.0005671769,0.0011789247,0.8488788],"genre_scores_gemma":[0.9279048,0.030548654,0.004190542,0.000074614654,0.00004096787,0.00031915004,0.000018745464,0.000017641541,0.03688492],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877006,0.0000062472923,0.00021841069,0.00048274582,0.0002404046,0.00028212203],"domain_scores_gemma":[0.99895966,0.00014076372,0.00044601163,0.00034678323,0.000057993802,0.0000487772],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00047210924,0.0001598304,0.0002645996,0.0001724418,0.0022738287,0.000118359756,0.0007640371,0.00015441282,0.0000031315253],"category_scores_gemma":[0.00007812161,0.00014087008,0.000056870624,0.000069250484,0.0058129528,0.00027677993,0.00027073035,0.00015480033,8.2439675e-7],"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":[0.0000050046106,0.000008028858,0.00008902009,0.00009292507,0.000009575133,9.8541584e-8,0.0009999751,0.0000018293354,0.0000018270308,0.8885117,0.00017038014,0.11010964],"study_design_scores_gemma":[0.0001211041,0.00009390145,0.00006978972,0.000107959946,0.000014796754,3.5291882e-7,0.008593477,0.00003908893,0.0000073111855,0.44530323,0.5454816,0.00016735625],"about_ca_topic_score_codex":0.00028305678,"about_ca_topic_score_gemma":0.005577065,"teacher_disagreement_score":0.92244965,"about_ca_system_score_codex":0.000035219542,"about_ca_system_score_gemma":0.000077354605,"threshold_uncertainty_score":0.99902505},"labels":[],"label_agreement":null},{"id":"W2760045972","doi":"10.1177/0275074017724225","title":"The Structure of Effective Governance of Disaster Response Networks: Insights From the Field","year":2017,"lang":"en","type":"article","venue":"The American Review of Public Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":186,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"National Science Foundation","keywords":"Network governance; Corporate governance; CLARITY; Flexibility (engineering); Computer science; Resilience (materials science); Knowledge management; Emergency management; Risk analysis (engineering); Process management; Business; Political science; Economics; Management","score_opus":0.012353629098633941,"score_gpt":0.33019373687028236,"score_spread":0.3178401077716484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760045972","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":[0.91418517,0.012660475,0.00063579454,0.0645404,0.00030177104,0.0012098871,0.000023702583,0.000008777727,0.006434014],"genre_scores_gemma":[0.98945236,0.009678685,0.00002236098,0.00054887304,0.00009526331,0.00000806974,0.0000018001944,0.0000029882415,0.00018960584],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998168,0.0009836981,0.00026900796,0.00010910657,0.00035686613,0.00011333812],"domain_scores_gemma":[0.99577326,0.0019942322,0.0014233809,0.0006759256,0.00010831774,0.000024874545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094929844,0.00007379224,0.00020778077,0.0000053577633,0.00051262206,0.00008250332,0.0011436319,0.000017502565,0.000026075491],"category_scores_gemma":[0.0027098418,0.00003218836,0.00008176486,0.00016926514,0.0018377914,0.0002031515,0.000100021294,0.000082211736,7.7564647e-7],"study_design_candidate":"design_other","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":[0.0008969956,0.000124681,0.010352642,0.00040636316,0.00025867976,0.0000015135794,0.009817567,0.0000053401154,0.00094286585,0.18860976,0.016168434,0.77241516],"study_design_scores_gemma":[0.00029000794,0.00090674026,0.7615774,0.0024714246,0.00020894913,4.728858e-7,0.013162572,0.00008989097,0.00088635425,0.0049048485,0.21525389,0.00024741408],"about_ca_topic_score_codex":0.00054267864,"about_ca_topic_score_gemma":0.002115425,"teacher_disagreement_score":0.77216774,"about_ca_system_score_codex":0.0000121409275,"about_ca_system_score_gemma":0.00011174167,"threshold_uncertainty_score":0.6771419},"labels":[],"label_agreement":null},{"id":"W2760254186","doi":"10.1016/b978-0-12-812808-4.00005-5","title":"Risk Management, Response, Relief, Recovery, Reconstruction, and Future Disaster Risk Reduction","year":2017,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Fatalism; Vulnerability (computing); Disaster risk reduction; Risk management; Scale (ratio); Environmental planning; Reduction (mathematics); Risk analysis (engineering); Environmental resource management; Business; Political science; Geography; Computer security; Computer science; Environmental science; Finance; Cartography","score_opus":0.009222162829857002,"score_gpt":0.24916470863862586,"score_spread":0.23994254580876886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760254186","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008814191,0.0012348576,0.0000054942752,0.00040714446,0.0037915604,0.0009919397,0.00005685775,0.0001248035,0.9925059],"genre_scores_gemma":[0.00039114733,0.029108895,0.00054365105,0.000046970392,0.0024084377,0.000034936635,0.000008999329,0.00006365692,0.9673933],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997219,0.00035492258,0.00047236387,0.00090587384,0.00059071166,0.00045709187],"domain_scores_gemma":[0.99758935,0.00007005396,0.0010453428,0.0009825475,0.000107319844,0.00020538],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016191818,0.0004589908,0.0004448503,0.00031453665,0.0021581214,0.00055580446,0.0006197926,0.0004805044,0.00037062826],"category_scores_gemma":[0.00006581154,0.00043465913,0.00023338204,0.000021890219,0.0012538127,0.0003867567,0.000289268,0.0006290857,0.00022282405],"study_design_candidate":"design_other","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":[0.00024022604,0.0000063479024,0.00006888482,0.000047728972,0.00019354689,0.000015311032,0.0027086998,2.5395735e-7,5.7200754e-7,0.011761419,0.0025089737,0.98244804],"study_design_scores_gemma":[0.0002947348,0.000064591804,0.0005350481,0.00031073266,0.00040035121,0.0000104400515,0.0018524178,6.1914216e-7,5.694594e-7,0.06356757,0.9324704,0.000492564],"about_ca_topic_score_codex":0.0000227139,"about_ca_topic_score_gemma":0.00044646338,"teacher_disagreement_score":0.98195547,"about_ca_system_score_codex":0.00014304649,"about_ca_system_score_gemma":0.00008084648,"threshold_uncertainty_score":0.9998105},"labels":[],"label_agreement":null},{"id":"W2766069382","doi":"10.1111/1468-5973.12206","title":"Canadian citizens volunteering in disasters: From emergence to networked governance","year":2017,"lang":"en","type":"article","venue":"Journal of Contingencies and Crisis Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Riverview Hospital; Canadian Red Cross Society; Vancouver Community College; University of British Columbia; Defence Research and Development Canada","funders":"","keywords":"Corporate governance; Context (archaeology); Public relations; Emergency management; Business; Service (business); Inclusion (mineral); Natural disaster; Political science; Sociology; Marketing; Finance; Geography","score_opus":0.011898109996629146,"score_gpt":0.27587545049519413,"score_spread":0.26397734049856497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766069382","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":[0.92500967,0.0009618738,0.00039817544,0.0096005285,0.0012273095,0.00019590241,0.0000033008675,0.000007581992,0.062595636],"genre_scores_gemma":[0.9940314,0.0026835443,0.00037394644,0.0003291224,0.00020674418,0.0000034000166,1.4601767e-7,0.0000058840724,0.0023657961],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885744,0.000031396106,0.00029470437,0.00014046514,0.00032828635,0.0003476869],"domain_scores_gemma":[0.9992957,0.000015891823,0.00022357564,0.00019060954,0.000053725627,0.00022050498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005239124,0.00009581599,0.0001803118,0.00009749225,0.00046063817,0.00043889703,0.0006534838,0.00002752404,0.00008778068],"category_scores_gemma":[0.00005217904,0.00008916954,0.00005077618,0.000101449834,0.000072035335,0.00041719782,0.00014685567,0.000077368415,0.000005249752],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086018365,0.00008992236,0.31084225,0.00011597457,0.00038795115,0.0006255135,0.07042089,0.0016705329,0.000060739145,0.018033069,0.26996085,0.3277063],"study_design_scores_gemma":[0.00042530237,0.000046526966,0.42515218,0.00036689563,0.00006326785,4.695813e-7,0.10172313,0.00027013483,0.00000808647,0.0011916462,0.47046715,0.0002852124],"about_ca_topic_score_codex":0.058776245,"about_ca_topic_score_gemma":0.4037889,"teacher_disagreement_score":0.34501266,"about_ca_system_score_codex":0.00009760231,"about_ca_system_score_gemma":0.000026134087,"threshold_uncertainty_score":0.94749147},"labels":[],"label_agreement":null},{"id":"W2766069534","doi":"10.5070/m3361014697","title":"Memory as Antidote: Remembering Repression from Latin America to Katrina: KLEIN, NAOMI. The Shock Doctrine. The Rise of Disaster Capitalism . Toronto: Knopf, 2007. 662 pages.","year":2007,"lang":"en","type":"article","venue":"Mester","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Doctrine; Psychological repression; Shock (circulatory); Capitalism; Economic history; Political science; Humanities; Theology; Law; Art; History; Philosophy; Chemistry; Medicine; Internal medicine","score_opus":0.014466691763870929,"score_gpt":0.2990070458655584,"score_spread":0.28454035410168743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766069534","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":[0.7562974,0.00094032264,0.0001958949,0.0027423652,0.00087597093,0.0005833014,0.000005199046,0.000051310333,0.23830825],"genre_scores_gemma":[0.9560673,0.0002080312,0.00018598267,0.00084125216,0.0006136694,0.000015953916,0.0000025688091,0.000018758663,0.04204645],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977394,0.00024616436,0.00040055698,0.00039904527,0.0007178163,0.000497034],"domain_scores_gemma":[0.99858874,0.0002834387,0.00019503487,0.0007260631,0.00007185651,0.00013486235],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010700051,0.0001924676,0.00022938884,0.000035154775,0.00042730654,0.00015622158,0.00087613676,0.00007952224,0.0011769382],"category_scores_gemma":[0.00015792435,0.00010938349,0.00012091086,0.00025988626,0.00038079097,0.00038708438,0.00042395497,0.00014790203,0.00019801474],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006492537,0.0004639236,0.041783787,0.00008650152,0.00026328446,0.0001464073,0.4221632,0.00038472968,0.009993439,0.00275807,0.2809113,0.24039613],"study_design_scores_gemma":[0.00062119175,0.000118279655,0.1333252,0.00019614822,0.00011436282,0.000001309658,0.09088613,0.000057007273,0.0016642691,0.0006259172,0.7718836,0.00050659326],"about_ca_topic_score_codex":0.010542721,"about_ca_topic_score_gemma":0.0059770374,"teacher_disagreement_score":0.4909723,"about_ca_system_score_codex":0.00007845169,"about_ca_system_score_gemma":0.000030111161,"threshold_uncertainty_score":0.99973613},"labels":[],"label_agreement":null},{"id":"W2767102642","doi":"","title":"Examining Community Capacity and Resilience Post-Outbreak in Walkerton, Ontario","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Outbreak; Community resilience; Geography; Environmental planning; Political science; Engineering; Medicine; Virology","score_opus":0.03250818668763038,"score_gpt":0.24730560884230518,"score_spread":0.2147974221546748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767102642","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42746633,0.000024755374,0.0000025686313,0.000031391315,0.00023733993,0.00021474503,0.000004044183,0.000029253399,0.5719896],"genre_scores_gemma":[0.39926973,0.00004267338,0.000047050293,0.000029930607,0.00002366233,8.179649e-7,0.000023538247,0.00001088259,0.6005517],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979802,0.00050792383,0.00019808003,0.00044680916,0.000392603,0.00047443516],"domain_scores_gemma":[0.99887717,0.000113365815,0.00028285652,0.0004536693,0.00010683117,0.00016609214],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051150523,0.00028723959,0.00034845958,0.00025323612,0.0016020869,0.000316953,0.0012584277,0.0003374562,0.011469912],"category_scores_gemma":[0.00009233707,0.0003303272,0.0000633753,0.0002658029,0.00051064993,0.0008185231,0.00021266825,0.0008486414,0.000031201893],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040388107,0.00024912375,0.15070891,0.00036904513,0.000085824555,0.00025469257,0.32450947,0.000013992402,0.00017645996,0.010878687,0.00047882996,0.5118711],"study_design_scores_gemma":[0.000686374,0.00010288354,0.40807492,0.0005899408,0.00008441378,8.1563445e-7,0.27476656,0.00000622442,0.000023824932,0.0004240427,0.31463578,0.00060421554],"about_ca_topic_score_codex":0.4279839,"about_ca_topic_score_gemma":0.97421217,"teacher_disagreement_score":0.54622823,"about_ca_system_score_codex":0.00045133862,"about_ca_system_score_gemma":0.000341667,"threshold_uncertainty_score":0.9999149},"labels":[],"label_agreement":null},{"id":"W2767435220","doi":"10.4018/978-1-4666-2788-8.ch010","title":"Knowledge-Based Issues for Aid Agencies in Crisis Scenarios","year":2013,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","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":"Toronto Metropolitan University","funders":"","keywords":"Natural disaster; Political science; Crisis management; Public relations; Emergency management; Business; Knowledge management; Geography; Computer science","score_opus":0.03542694709741053,"score_gpt":0.31418302243315327,"score_spread":0.27875607533574276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767435220","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018402,0.0009297705,0.000093350885,0.0005953472,0.0006782531,0.0011993201,0.0000372628,0.000117377094,0.9961653],"genre_scores_gemma":[0.09121404,0.000028839097,0.00058757036,0.0005710272,0.0005273342,0.00012019675,0.0000048430097,0.00003388261,0.90691227],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981829,0.000042399002,0.00033772262,0.0004907772,0.00041857382,0.00052764465],"domain_scores_gemma":[0.99917316,0.00006201958,0.00015292922,0.000315985,0.00015150639,0.00014440811],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00029364668,0.00032592576,0.00039474916,0.00012815626,0.00027541706,0.00025386497,0.0006870953,0.0003527665,0.0003314613],"category_scores_gemma":[0.00004805025,0.0003085439,0.0002306635,0.00004192975,0.000370897,0.00012962603,0.00011722571,0.00013413597,0.000628608],"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":[0.000016245715,0.000015818114,0.000025124578,0.00007517473,0.000023234883,0.000006925047,0.0021790406,0.0000054852985,0.0000011793917,0.9239076,0.067279994,0.006464221],"study_design_scores_gemma":[0.0003177132,0.000056941375,0.000016431173,0.00021824506,0.000044930468,1.0749295e-7,0.0019982618,0.000038991002,0.0000055044147,0.23781002,0.7591032,0.00038967602],"about_ca_topic_score_codex":0.0018128419,"about_ca_topic_score_gemma":0.011546282,"teacher_disagreement_score":0.6918232,"about_ca_system_score_codex":0.00037316117,"about_ca_system_score_gemma":0.00039682118,"threshold_uncertainty_score":0.99993664},"labels":[],"label_agreement":null},{"id":"W2767635853","doi":"10.18733/c39h4j","title":"CPI Welcomes Carol Lee's Special Issue","year":2017,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","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":true,"route_about_ca":false,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Persecution; Toll; Natural disaster; CLARITY; Natural (archaeology); Death toll; History; Poetry; Geography; Political science; Cartography; Development economics; Law; Sociology; Archaeology; Art; Literature; Economics; Demography; Meteorology","score_opus":0.5858146141975471,"score_gpt":0.508671133689913,"score_spread":0.07714348050763409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767635853","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":[0.508355,0.00014109946,0.0000031059658,0.006358661,0.0014741918,0.00011670923,0.0000015559202,0.000038676433,0.48351094],"genre_scores_gemma":[0.8529328,0.00050035113,0.00003307648,0.00028432626,0.012920404,0.000005445171,0.0000026390442,0.0000031448615,0.13331778],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990185,0.000060932616,0.00011393936,0.0002409722,0.00027508236,0.00029057873],"domain_scores_gemma":[0.9995438,0.00002695097,0.00006832985,0.00017102054,0.000041019808,0.00014888201],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018999286,0.00010861529,0.00014322434,0.000015725858,0.0018572683,0.00070200866,0.00046180625,0.000087482855,0.0015450419],"category_scores_gemma":[0.00011737468,0.00006761532,0.00006029587,0.000036393994,0.0014999342,0.000590883,0.0001971979,0.00010341904,0.00024948132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007999895,0.00013371794,0.04019532,0.00004674565,0.000048947742,0.00008245747,0.17906383,0.0000016272071,0.00033791197,0.2033739,0.34447452,0.23216105],"study_design_scores_gemma":[0.00017143869,0.000030187144,0.05534121,0.000012368423,0.000011539642,7.9513734e-7,0.034919083,0.0000028552824,0.000012435951,0.0016332231,0.9077113,0.00015351575],"about_ca_topic_score_codex":0.0004124765,"about_ca_topic_score_gemma":0.0005125034,"teacher_disagreement_score":0.56323683,"about_ca_system_score_codex":0.000012490619,"about_ca_system_score_gemma":0.00001380522,"threshold_uncertainty_score":0.99944216},"labels":[],"label_agreement":null},{"id":"W2768155625","doi":"10.1515/ldr-2017-0040","title":"Path Dependence, Abnormal Times and Missed Opportunities: Case Studies of Catastrophic Natural Disasters From India and Nepal","year":2017,"lang":"en","type":"article","venue":"The Law and Development Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Japan International Cooperation Agency; World Bank Group","keywords":"Acknowledgement; Natural disaster; Denial; Political science; Path dependence; Development economics; Economic growth; Public administration; Political economy; Sociology; Economics; Geography; Computer security; Psychology","score_opus":0.07552247604337428,"score_gpt":0.3312605191010022,"score_spread":0.25573804305762793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768155625","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":[0.81355613,0.17438164,0.00000237408,0.0012833248,0.00016627967,0.00042915117,0.000010980189,0.000014942794,0.010155187],"genre_scores_gemma":[0.86008435,0.13855135,0.00021272335,0.0005251148,0.000021951551,0.000010005378,0.0000040976274,0.0000030004896,0.000587397],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930763,0.00007159337,0.00017775116,0.00013294876,0.0001626037,0.00014747927],"domain_scores_gemma":[0.9995693,0.000074234784,0.00012029352,0.00014359913,0.000026870192,0.00006568607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044713833,0.00010370295,0.00022618027,0.00001193334,0.000948649,0.00011653425,0.00018161607,0.000018785622,0.000014844647],"category_scores_gemma":[0.00003171892,0.00006191044,0.000013916134,0.0000212811,0.0010391062,0.00025669255,0.00020683544,0.000051965344,0.0000012552711],"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":[0.000068031266,0.000091900365,0.023477726,0.00921071,0.0009119769,0.0014093876,0.16033871,2.3815052e-7,0.000019446903,0.08290729,0.007664209,0.7139004],"study_design_scores_gemma":[0.0021219102,0.00016763306,0.05190576,0.016114408,0.0008670999,0.00029364595,0.18972495,0.000035112127,0.000088935434,0.0037670576,0.733149,0.0017644711],"about_ca_topic_score_codex":0.00032593793,"about_ca_topic_score_gemma":0.00070210587,"teacher_disagreement_score":0.7254848,"about_ca_system_score_codex":0.00000652654,"about_ca_system_score_gemma":0.000041856747,"threshold_uncertainty_score":0.72963375},"labels":[],"label_agreement":null},{"id":"W2768771879","doi":"10.5539/jsd.v10n6p106","title":"An Integrated Measurement Framework of City Resilience for Preparedness: A Case Study for Japan","year":2017,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of the Environment, Government of Japan","keywords":"Preparedness; Resilience (materials science); Analytic hierarchy process; Risk perception; Business; Emergency management; Environmental planning; Public policy; Vulnerability (computing); Environmental resource management; Perception; Geography; Political science; Economic growth; Psychology; Computer science; Operations research; Engineering; Economics; Computer security","score_opus":0.05339554349345011,"score_gpt":0.36325708394722206,"score_spread":0.30986154045377196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768771879","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":[0.9719476,0.00005218442,0.024971033,0.00021783123,0.00032964887,0.0018707816,0.0000013100661,0.000010242515,0.0005993396],"genre_scores_gemma":[0.98571694,0.000008133495,0.012577265,0.000018390663,0.000097707314,0.00009223355,3.3871925e-7,0.000009354817,0.0014796384],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99773455,0.00010919496,0.00063753896,0.00021558041,0.00085239176,0.00045072284],"domain_scores_gemma":[0.99561036,0.00010091532,0.0009835922,0.00032976852,0.0027991424,0.00017623643],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005879332,0.00013745858,0.0003168005,0.00018031162,0.0017557093,0.0003406742,0.00096892373,0.0000685256,0.000015454203],"category_scores_gemma":[0.002390377,0.00011053005,0.000090299596,0.00015788895,0.0002207824,0.00084630103,0.000101230995,0.000106475985,2.2260268e-7],"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":[0.0018537136,0.0049086506,0.08561347,0.0008424668,0.00066257775,0.0016101472,0.81024987,0.00042473458,0.0001273153,0.015504024,0.003596803,0.07460623],"study_design_scores_gemma":[0.0010164927,0.0008586836,0.009397659,0.00016877767,0.00007504219,0.000012376672,0.9612048,0.000040979332,0.00017478941,0.0022359341,0.024625957,0.00018846951],"about_ca_topic_score_codex":0.0006788171,"about_ca_topic_score_gemma":0.0013449624,"teacher_disagreement_score":0.15095496,"about_ca_system_score_codex":0.00055807084,"about_ca_system_score_gemma":0.0018306781,"threshold_uncertainty_score":0.99954385},"labels":[],"label_agreement":null},{"id":"W2769961013","doi":"","title":"Evaluation of Fire Danger and Fire Potential Indices for South Africa : case studies in Mpumalanga and the Western Cape","year":2017,"lang":"en","type":"dissertation","venue":"UpSpace Institutional Repository (University of Pretoria)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; National Geospatial-Intelligence Agency; European Centre for Medium-Range Weather Forecasts; Science Foundation Ireland; National Aeronautics and Space Administration","keywords":"Cape; Geography; Archaeology","score_opus":0.04791020073557282,"score_gpt":0.3164046866731981,"score_spread":0.26849448593762526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769961013","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":[0.985855,0.002979536,0.000007927599,0.000113507405,0.0010989187,0.0006497025,0.000018016952,0.0000066741068,0.009270713],"genre_scores_gemma":[0.9894887,0.00026107513,0.00003871163,0.0000010577256,0.00013045612,0.000004614112,0.00001477703,0.0000030653873,0.01005754],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99876326,0.00018500364,0.00011398647,0.00021920794,0.0006129577,0.00010559943],"domain_scores_gemma":[0.9989239,0.00010614804,0.0004107789,0.00012525401,0.0004003507,0.00003359391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010332979,0.00009984951,0.00022466091,0.00006650897,0.0012403202,0.00004185317,0.00020149525,0.0001369051,0.0000034477532],"category_scores_gemma":[0.00024349376,0.00009278268,0.00006021662,0.00006154188,0.0013155349,0.0003392176,0.000052693897,0.00008685481,2.2519124e-7],"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":[0.0010812618,0.000113993396,0.0063328226,0.0011660294,0.0006983891,0.00032179864,0.96659607,0.00068293867,0.00007122798,0.008383245,0.0007488701,0.013803369],"study_design_scores_gemma":[0.005979796,0.0001562102,0.044215646,0.0015388384,0.0030777322,0.000036490444,0.9306784,0.004985537,0.00002606206,0.002116789,0.0066083954,0.00058005616],"about_ca_topic_score_codex":0.0018746438,"about_ca_topic_score_gemma":0.0047891946,"teacher_disagreement_score":0.037882823,"about_ca_system_score_codex":0.00009227785,"about_ca_system_score_gemma":0.0003315887,"threshold_uncertainty_score":0.9539665},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.029768884357967033,"score_gpt":0.3872593324117084,"score_spread":0.35749044805374136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772760701","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":[0.41264454,0.000100755766,0.0019526195,0.016397052,0.0010977981,0.00045196657,0.000008428022,0.00017240475,0.56717443],"genre_scores_gemma":[0.9834995,0.00018781252,0.00035573976,0.00013249533,0.0001696541,0.000020095002,6.526744e-7,0.000006969177,0.015627082],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9976554,0.0004972694,0.0001845896,0.0004203325,0.000708858,0.0005335608],"domain_scores_gemma":[0.99777687,0.00039329653,0.00016372571,0.0011751201,0.00028849946,0.00020249592],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0012390378,0.00014470049,0.0001606593,0.00007287111,0.008121402,0.00069815636,0.0024184175,0.00009080585,0.00020319756],"category_scores_gemma":[0.0050676162,0.000104618455,0.000073936935,0.00017290586,0.004087247,0.0015090213,0.00043902185,0.00033242555,0.00022524122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009511066,0.0005013016,0.056774724,0.000064593325,0.000021023076,0.000032965694,0.08133013,0.00002215732,0.0022332468,0.8337413,0.0036735411,0.021509903],"study_design_scores_gemma":[0.0003922675,0.00018173408,0.5162954,0.00026801912,0.00005910024,0.0000012639805,0.34964776,0.00024202421,0.0027728092,0.09337545,0.035884906,0.0008793203],"about_ca_topic_score_codex":0.009840161,"about_ca_topic_score_gemma":0.006066119,"teacher_disagreement_score":0.74036586,"about_ca_system_score_codex":0.00018526385,"about_ca_system_score_gemma":0.00014292858,"threshold_uncertainty_score":0.9986231},"labels":[],"label_agreement":null},{"id":"W2773846075","doi":"10.2495/safe-v8-n2-234-245","title":"Security assessment case studies of public buildings in India","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Public security; Poison control; Human factors and ergonomics; Injury prevention; Environmental planning; Forensic engineering; Environmental health; Engineering; Computer science; Geography; Political science; Medicine; Public administration","score_opus":0.01831180707155953,"score_gpt":0.33609369105987985,"score_spread":0.3177818839883203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773846075","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":[0.9931764,0.00038274762,0.0009946786,0.0009788874,0.0008449231,0.000052244948,0.0000035054304,0.000006557214,0.0035600578],"genre_scores_gemma":[0.9982424,0.001067523,0.00037304347,0.000026387543,0.00027155035,4.7739286e-7,2.898238e-7,0.0000027528565,0.000015597638],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990558,0.000044135682,0.00032980667,0.00007185424,0.0003737699,0.00012465879],"domain_scores_gemma":[0.99929106,0.00011386465,0.00016201052,0.000035197467,0.00033862118,0.000059226004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012243169,0.000060745722,0.00014655509,0.00024370494,0.00006136148,0.00004713532,0.00021876524,0.000033770593,0.000025103485],"category_scores_gemma":[0.00026128773,0.00005572063,0.00004003667,0.00015500204,0.00018032327,0.00046048124,0.00009170117,0.000136446,3.3708824e-7],"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":[0.00016086664,0.00044597252,0.068232745,0.00019520185,0.0009178843,0.0025718035,0.2104034,0.0005718248,0.0005348551,0.6915156,0.0003153238,0.024134478],"study_design_scores_gemma":[0.01087521,0.0016159755,0.24738407,0.0038145494,0.00025815834,0.0031404283,0.34482887,0.022990394,0.001351245,0.06389214,0.2977425,0.0021064603],"about_ca_topic_score_codex":0.000071294286,"about_ca_topic_score_gemma":0.00020597556,"teacher_disagreement_score":0.6276235,"about_ca_system_score_codex":0.000099100784,"about_ca_system_score_gemma":0.000049479335,"threshold_uncertainty_score":0.22722213},"labels":[],"label_agreement":null},{"id":"W2774855525","doi":"10.1007/978-94-6351-218-3_20","title":"Tears in Heaven","year":2017,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","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":"University of Toronto","funders":"","keywords":"Heaven; Sadness; Tears; Psychology; Recall; Psychoanalysis; Art; History; Medicine; Literature; Social psychology; Anger; Cognitive psychology; Surgery","score_opus":0.03245997282766466,"score_gpt":0.2925589749301444,"score_spread":0.2600990021024797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774855525","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014866452,0.00007551847,0.0000013035835,0.00080433773,0.001085316,0.00044771255,0.0000048002566,0.0000970074,0.9973353],"genre_scores_gemma":[0.008935759,0.000031484473,0.000038512222,0.00027633738,0.0004331362,0.000006296229,0.000005600932,0.000042029653,0.99023086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804586,0.000052281335,0.00026941975,0.00047995095,0.00065794645,0.0004945373],"domain_scores_gemma":[0.9988475,0.000049318955,0.00024262865,0.00062410266,0.000070076174,0.00016637277],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006771183,0.0002595626,0.00033101274,0.00031149853,0.0004599627,0.0010182535,0.00090919714,0.0004204899,0.00055483263],"category_scores_gemma":[0.00009866984,0.0002650651,0.00015791309,0.000011331083,0.0009445988,0.00035828896,0.00019486094,0.0004515182,0.00022789497],"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":[0.000020319878,0.000013416791,0.000105600964,0.000040187122,0.000056455585,0.0002857341,0.012035465,0.0000012046745,0.000002565351,0.68561107,0.1848691,0.11695886],"study_design_scores_gemma":[0.00017243461,0.000014962175,0.00009482135,0.00015655115,0.00001700928,5.313138e-7,0.00080577005,0.0000013630732,4.800834e-7,0.04406945,0.95435625,0.00031038697],"about_ca_topic_score_codex":0.0014605426,"about_ca_topic_score_gemma":0.012772788,"teacher_disagreement_score":0.76948714,"about_ca_system_score_codex":0.00015862087,"about_ca_system_score_gemma":0.00029667912,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W2777998112","doi":"10.2495/safe-v7-n3-283-293","title":"A pathway to initiate bottom-up community-based disaster risk reduction within a top-down system: The case of China","year":2017,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Top-down and bottom-up design; China; Disaster risk reduction; Reduction (mathematics); Environmental health; Risk analysis (engineering); Environmental science; Computer science; Business; Environmental planning; Medicine; Political science","score_opus":0.012837566844176296,"score_gpt":0.2760848698996523,"score_spread":0.263247303055476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777998112","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":[0.98776925,0.000040871895,0.0072138924,0.0012499879,0.0015977344,0.00010501809,0.000020584068,0.000010206133,0.0019924426],"genre_scores_gemma":[0.99946547,0.000043925767,0.00018065517,0.000022586279,0.00023657798,0.0000013252239,8.168428e-7,0.000004364819,0.000044279812],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99911207,0.00014925156,0.00030343683,0.000059108756,0.00027705007,0.00009910405],"domain_scores_gemma":[0.9991592,0.000086998654,0.00037580437,0.00014683335,0.00015826883,0.00007287659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016246777,0.0000727769,0.0001262573,0.0000990579,0.00054885703,0.00018649377,0.0005260291,0.00003465829,0.0000062393865],"category_scores_gemma":[0.0002640415,0.000053545584,0.00006520941,0.000049605493,0.00012867371,0.00037587606,0.00010041301,0.00031975305,7.943632e-7],"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":[0.0014683425,0.00037807002,0.004346439,0.0005351275,0.0008382035,0.0011129001,0.68427205,0.04838423,0.0012467587,0.22338893,0.00019297827,0.033835996],"study_design_scores_gemma":[0.01575425,0.0021946125,0.0977945,0.013238747,0.0010516878,0.0057522943,0.6125917,0.156539,0.005967652,0.020387283,0.065753385,0.002974948],"about_ca_topic_score_codex":0.002096408,"about_ca_topic_score_gemma":0.0005055463,"teacher_disagreement_score":0.20300163,"about_ca_system_score_codex":0.00005502735,"about_ca_system_score_gemma":0.000043376276,"threshold_uncertainty_score":0.42214203},"labels":[],"label_agreement":null},{"id":"W2778311598","doi":"10.1016/j.ijdrr.2018.11.001","title":"Designing public open space to support seismic resilience: A systematic review","year":2018,"lang":"en","type":"review","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Guelph","funders":"","keywords":"Resilience (materials science); Public space; Function (biology); Architectural engineering; Resource (disambiguation); Space (punctuation); Plan (archaeology); Community resilience; Foundation (evidence); Engineering; Environmental planning; Construction engineering; Environmental resource management; Computer science; Geography; Environmental science","score_opus":0.07087828636062316,"score_gpt":0.41914502268980564,"score_spread":0.3482667363291825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778311598","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015394824,0.9778688,0.0029564511,0.0015116901,0.0060349302,0.0029798336,0.00001543489,0.000025251127,0.008592226],"genre_scores_gemma":[0.00019176838,0.9887194,0.0008592382,0.00018099784,0.0016981909,0.00010093016,0.000012807579,0.000036902802,0.008199752],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938591,0.001569017,0.0018824713,0.00045881703,0.0018318238,0.00039876928],"domain_scores_gemma":[0.9944626,0.0001459837,0.0035444605,0.00041542144,0.0011026764,0.0003288203],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005222201,0.00035935617,0.0016205284,0.00073828414,0.0003089624,0.0013761122,0.0037570698,0.0001594749,0.00030283481],"category_scores_gemma":[0.0018432713,0.0002683846,0.00061854743,0.0007982849,0.00024620196,0.0017535931,0.00055884314,0.00043305344,0.0003898861],"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":[0.00005746827,0.00046980366,0.00001552908,0.27523974,0.002521264,0.00021028373,0.01464809,0.000018308869,0.0000016767717,0.001508502,0.16671495,0.5385944],"study_design_scores_gemma":[0.00009118308,0.00014288588,3.4789625e-7,0.28661853,0.0013232898,0.0002757273,0.0031122302,0.0000010393396,4.5481985e-7,0.000231144,0.70794797,0.00025521268],"about_ca_topic_score_codex":0.00009701943,"about_ca_topic_score_gemma":0.000043824744,"teacher_disagreement_score":0.541233,"about_ca_system_score_codex":0.00067380077,"about_ca_system_score_gemma":0.00097630674,"threshold_uncertainty_score":0.9999768},"labels":[],"label_agreement":null},{"id":"W2779475637","doi":"","title":"Blame Avoidance and Worldviews: Explaining the Recurrence of Sociocultural Disasters within Aboriginal Communities in Canada","year":2017,"lang":"en","type":"article","venue":"Canadian journal of native studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Enlightenment; Operationalization; Sociology; Environmental ethics; Psychology; Epistemology; Philosophy","score_opus":0.061221951470858835,"score_gpt":0.3556488646471872,"score_spread":0.29442691317632835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779475637","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":[0.98187846,0.005427077,0.0000019393701,0.004692081,0.0005490776,0.00008747539,0.0000075748644,5.989189e-7,0.0073557436],"genre_scores_gemma":[0.9980349,0.0013807181,0.000035545665,0.000086602086,0.000053392127,0.000002192512,1.06968145e-7,0.000002081741,0.00040444403],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990465,0.00022217983,0.00024163623,0.00005477317,0.00022771042,0.00020722365],"domain_scores_gemma":[0.9988227,0.00026368684,0.0004768427,0.00009715792,0.0002361796,0.00010344325],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000928215,0.00007826434,0.00021127082,0.00007052216,0.0013154831,0.00009173267,0.0005631326,0.000011278401,0.000006039495],"category_scores_gemma":[0.00050492346,0.00005030259,0.0000246816,0.00009167919,0.0022022813,0.00038502598,0.00003222543,0.00019937709,1.3613767e-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":[0.000009802115,0.0000031461236,0.29622942,0.000026562275,0.00009215451,0.000033301847,0.68492424,0.000046617075,9.196797e-7,0.011805422,0.0017654344,0.0050629536],"study_design_scores_gemma":[0.00015741352,0.000024504074,0.10867749,0.00047966486,0.000013557499,0.0000012370926,0.8791432,0.000007899903,0.000004385188,0.0007236099,0.0106902765,0.000076762604],"about_ca_topic_score_codex":0.9134335,"about_ca_topic_score_gemma":0.9996529,"teacher_disagreement_score":0.19421895,"about_ca_system_score_codex":0.0003340072,"about_ca_system_score_gemma":0.0017997373,"threshold_uncertainty_score":0.9999847},"labels":[],"label_agreement":null},{"id":"W2781507831","doi":"10.1007/s00267-017-0980-7","title":"Interpretations of Resilience and Change and The Catalytic Roles of Media: A Case of Canadian Daily Newspaper Discourse on Natural Disasters","year":2018,"lang":"en","type":"article","venue":"Environmental Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Public Safety Canada","keywords":"Newspaper; Transformative learning; Public relations; Natural disaster; Narrative; Sociology; Community resilience; Psychological resilience; Political science; Environmental resource management; Environmental ethics; Psychology; Social psychology; Media studies; Geography; Engineering; Pedagogy; Economics","score_opus":0.010811522952372242,"score_gpt":0.24754482443069814,"score_spread":0.23673330147832589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781507831","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":[0.98110664,0.00027660275,0.000008725978,0.001127271,0.000107531276,0.0004823338,0.00002272078,0.000002821828,0.016865363],"genre_scores_gemma":[0.9987598,0.0003586538,0.0000616334,0.00011654331,0.00002409938,0.000016990303,0.0000030893898,0.000004328075,0.000654882],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992272,0.00007023637,0.00016298359,0.00016666183,0.00021595272,0.00015694351],"domain_scores_gemma":[0.9995888,0.00006814871,0.00009794153,0.00016952505,0.000003697717,0.00007189695],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00023985152,0.000082851795,0.00012020553,0.00016911661,0.00016358169,0.00001543528,0.00017850572,0.000017682934,0.000035439756],"category_scores_gemma":[0.000015170488,0.000058534944,0.000027226404,0.00015122676,0.0031130773,0.00015503891,0.00014824673,0.000037543825,0.0000029370726],"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":[0.00032076167,0.00029492643,0.016963854,0.00021492293,0.0002692128,0.000119701624,0.6650807,0.000027744636,0.00025410228,0.1361947,0.00061949657,0.17963985],"study_design_scores_gemma":[0.0021868623,0.0003247075,0.19409294,0.0003414825,0.0003652701,0.000009792511,0.79634184,0.0006882723,0.0003589172,0.0012240687,0.0036993197,0.0003665338],"about_ca_topic_score_codex":0.031999808,"about_ca_topic_score_gemma":0.26136833,"teacher_disagreement_score":0.22936854,"about_ca_system_score_codex":0.000030898973,"about_ca_system_score_gemma":0.000005838783,"threshold_uncertainty_score":0.9995999},"labels":[],"label_agreement":null},{"id":"W2782294725","doi":"10.26226/morressier.5a7070e3d462b80290b5696c","title":"A Model of Home-Based Crisis Intervention : A Preliminary Follow-Up Study","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crisis intervention; Intervention (counseling); Psychology; Medicine; Nursing; Social psychology","score_opus":0.05858635469964469,"score_gpt":0.3448286448851673,"score_spread":0.2862422901855226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782294725","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":[0.91680586,0.000048191752,0.021546466,0.0006053728,0.0011252848,0.0015440859,0.0000101394335,0.00013134908,0.05818326],"genre_scores_gemma":[0.9791133,0.000010475975,0.00073132454,0.000047100802,0.00007583355,0.00009986179,0.0000072069256,0.0000117993095,0.019903136],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99802345,0.0002493053,0.00037933668,0.00045768495,0.0006542477,0.00023595811],"domain_scores_gemma":[0.99898607,0.000031721287,0.00026103467,0.00046889755,0.00018293329,0.00006936738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009761848,0.00017224063,0.00028650693,0.00021012282,0.00015367244,0.00011031354,0.0008340705,0.00014450753,0.0004097347],"category_scores_gemma":[0.00005273854,0.00015140326,0.00028763106,0.0001830399,0.00021989155,0.00012378342,0.00082360266,0.00013833436,0.000027061267],"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":[0.0036898765,0.025288913,0.08855142,0.004451301,0.0019492343,0.000035421574,0.5247775,0.027045008,0.0000793827,0.019331355,0.24712929,0.05767134],"study_design_scores_gemma":[0.008131479,0.0055695395,0.020373791,0.0019843,0.0020189665,1.00993475e-7,0.5964324,0.27986088,0.0002318924,0.0808729,0.0018868996,0.002636847],"about_ca_topic_score_codex":0.0036314917,"about_ca_topic_score_gemma":0.004577505,"teacher_disagreement_score":0.25281587,"about_ca_system_score_codex":0.000060547416,"about_ca_system_score_gemma":0.00015113717,"threshold_uncertainty_score":0.6174046},"labels":[],"label_agreement":null},{"id":"W2783510593","doi":"","title":"Australian support for international disasters","year":2017,"lang":"en","type":"article","venue":"Australian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Project commissioning; Publishing; State (computer science); Geography; History; Economic history; Engineering; Archaeology; Political science; Law; Computer science","score_opus":0.07787730304157006,"score_gpt":0.4012700888416517,"score_spread":0.3233927858000817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783510593","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11046673,0.000030392981,0.0024836457,0.07483946,0.057160478,0.0016102163,0.00003537008,0.00005764789,0.75331604],"genre_scores_gemma":[0.632266,0.0003763532,0.0015435414,0.00004982326,0.0009953062,0.000010957285,0.0000034259735,0.000012081225,0.36474255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981444,0.000042046242,0.0005784976,0.0001932898,0.00062646344,0.00041533101],"domain_scores_gemma":[0.9984631,0.000010522626,0.00073856406,0.00033297698,0.00025532296,0.00019949987],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010254094,0.00014214369,0.00017767097,0.00016744848,0.00071155507,0.00027179948,0.0018776167,0.000048437967,0.0023704146],"category_scores_gemma":[0.00012810246,0.00013042738,0.0002722019,0.00007065792,0.00018509215,0.0009842827,0.00013073457,0.00009531048,0.00005491707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012274818,0.00023309638,0.018761426,0.00010488534,0.0006515721,0.00011201467,0.0038867646,0.00010776266,0.000056997043,0.0610278,0.8800784,0.03485654],"study_design_scores_gemma":[0.0005076308,0.000116348456,0.021262629,0.000051395356,0.00012257672,9.218247e-7,0.009389552,0.0000029750224,0.00004054179,0.0032259468,0.96509665,0.00018283709],"about_ca_topic_score_codex":0.000059212434,"about_ca_topic_score_gemma":0.00013323985,"teacher_disagreement_score":0.5217992,"about_ca_system_score_codex":0.00006867001,"about_ca_system_score_gemma":0.000028834447,"threshold_uncertainty_score":0.99854153},"labels":[],"label_agreement":null},{"id":"W2784487675","doi":"","title":"Overcoming obstacles for disaster prevention: Challenges and best practices from the EU and beyond (Deliverable 2.2)","year":2017,"lang":"en","type":"report","venue":"Research at the University of Copenhagen (University of Copenhagen)","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":"Institute on Governance","funders":"","keywords":"Deliverable; Best practice; Environmental planning; Business; Computer science; Process management; Environmental science; Engineering; Political science; Systems engineering","score_opus":0.2562721302628413,"score_gpt":0.4021033503769514,"score_spread":0.1458312201141101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784487675","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050231505,0.07009079,0.00008974929,0.0066362265,0.00019755376,0.002004105,0.00021000007,0.000017560811,0.8705225],"genre_scores_gemma":[0.116975054,0.07800501,0.00028591428,0.000011193227,0.00011172272,5.385522e-7,0.000043393717,0.000016298409,0.8045509],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99608755,0.0011024482,0.0001803786,0.00063552306,0.0014850879,0.0005090045],"domain_scores_gemma":[0.9950437,0.0021838322,0.0010011836,0.0007761023,0.00080510497,0.0001900786],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0045531373,0.0002319982,0.0005299549,0.00011193419,0.0052204933,0.00019927246,0.0020849165,0.00026626696,0.023863614],"category_scores_gemma":[0.00070318655,0.00020775959,0.00019582728,0.00015391332,0.0033721693,0.0011722376,0.0019768437,0.00040550085,0.0009320963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044330052,0.00012196786,0.000009607295,0.00039601035,0.00048544077,0.000045372657,0.040878788,0.0000020574382,0.00007791554,0.0007328222,0.9106382,0.04616849],"study_design_scores_gemma":[0.00058485864,0.00017014366,0.0017420317,0.0003422622,0.00033991318,0.0000013504448,0.1624021,0.000021852247,0.0000117238105,0.00008800231,0.834112,0.00018376883],"about_ca_topic_score_codex":0.016753413,"about_ca_topic_score_gemma":0.046738338,"teacher_disagreement_score":0.121523306,"about_ca_system_score_codex":0.00022569537,"about_ca_system_score_gemma":0.0010213166,"threshold_uncertainty_score":0.9998458},"labels":[],"label_agreement":null},{"id":"W2786290840","doi":"10.1108/ccij-04-2017-0030","title":"Vigilant resilience: the possibilities for renewal through preparedness","year":2018,"lang":"en","type":"article","venue":"Corporate Communications An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Originality; Resilience (materials science); Value (mathematics); Sociology; Process (computing); Public relations; Psychological resilience; Political science; Qualitative research; Psychology; Social psychology; Social science; Computer science; Law","score_opus":0.16989249888609412,"score_gpt":0.43395174716140444,"score_spread":0.26405924827531035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786290840","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":[0.6782505,0.00044530578,0.018439487,0.031165289,0.0056426157,0.0010772815,0.00009467499,0.00016852401,0.26471636],"genre_scores_gemma":[0.98382586,0.00091300777,0.0068468973,0.00052105857,0.0011166577,0.000045163102,0.000030037596,0.000009478719,0.0066918344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854994,0.0003184349,0.00030314646,0.00015643045,0.0004592987,0.00021276299],"domain_scores_gemma":[0.99738795,0.00019320626,0.00038861777,0.00075606216,0.001198342,0.00007585125],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011687239,0.00008591241,0.00008014941,0.00006465822,0.002365471,0.0007889688,0.003986097,0.000041769705,0.0001543349],"category_scores_gemma":[0.00026749456,0.000061776016,0.00007211319,0.00018778407,0.0018533696,0.0010165427,0.00030516632,0.00013920199,0.000029690607],"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":[0.00013809443,0.000253232,0.00516563,0.0000027387612,0.00009049341,0.0000019277932,0.087091096,0.000026158048,0.00022229586,0.8789563,0.013121989,0.014930052],"study_design_scores_gemma":[0.000531513,0.0002277692,0.0028885743,0.00008635223,0.000032928754,0.000021243768,0.08898412,0.0015387484,0.00008449487,0.3448927,0.560439,0.00027253065],"about_ca_topic_score_codex":0.00030491216,"about_ca_topic_score_gemma":0.0023021628,"teacher_disagreement_score":0.547317,"about_ca_system_score_codex":0.00013034404,"about_ca_system_score_gemma":0.00034524387,"threshold_uncertainty_score":0.9989333},"labels":[],"label_agreement":null},{"id":"W2789380593","doi":"10.1111/isj.12177","title":"Conceptualising the link between information systems and resilience: A developing country field study","year":2018,"lang":"en","type":"article","venue":"Information Systems Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Resilience (materials science); Community resilience; Knowledge management; Field (mathematics); Information and Communications Technology; Set (abstract data type); Benchmarking; ICTS; Sociology; Political science; Public relations; Business; Computer science; Marketing","score_opus":0.027678649724862753,"score_gpt":0.31976919923108726,"score_spread":0.2920905495062245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789380593","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":[0.685698,0.0005131234,0.07435104,0.0052551446,0.00916205,0.0036204937,0.000014698885,0.00022732465,0.22115815],"genre_scores_gemma":[0.9976294,0.000043562606,0.000029695022,0.00027454755,0.0017822675,0.000013481175,0.0000027364574,0.0000024542746,0.00022186895],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976862,0.00030795153,0.0007717283,0.00006155079,0.0008991625,0.00027340685],"domain_scores_gemma":[0.99848545,0.00019163637,0.0005985,0.0001341684,0.0004950451,0.00009521153],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0031960455,0.00010529993,0.00015582154,0.00017743127,0.0020396705,0.0029747086,0.0003787571,0.00008261919,0.000008978935],"category_scores_gemma":[0.000333051,0.000070915645,0.00002156234,0.00039491494,0.00024103555,0.006243007,0.000075433,0.00020385312,0.00008733554],"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":[0.00004462674,0.000008925892,0.082933076,0.0001924238,0.00014159824,0.0000028909726,0.7383536,0.00048333633,0.0000020256816,0.060923394,0.0138614,0.1030527],"study_design_scores_gemma":[0.00035895017,0.00011273028,0.008414296,0.00020202324,0.00002040195,0.00001805804,0.4074913,0.0005363015,0.0000017006745,0.000039783936,0.58266443,0.00014004996],"about_ca_topic_score_codex":0.00082950393,"about_ca_topic_score_gemma":0.00006205891,"teacher_disagreement_score":0.568803,"about_ca_system_score_codex":0.000109397435,"about_ca_system_score_gemma":0.00019545143,"threshold_uncertainty_score":0.99925953},"labels":[],"label_agreement":null},{"id":"W2793568377","doi":"10.1080/1369118x.2018.1428651","title":"Does compassion go viral? Social media, caring, and the Fort McMurray wildfire","year":2018,"lang":"en","type":"article","venue":"Information Communication & Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University; MacEwan University","funders":"MacEwan University; Royal Agricultural University","keywords":"Social media; Compassion; Geography; Public relations; Political science; Sociology","score_opus":0.014785465182892265,"score_gpt":0.2821909394255865,"score_spread":0.26740547424269423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793568377","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":[0.39963797,0.00030071737,0.0031445862,0.08424264,0.0013659602,0.0017419618,0.000018312878,0.0005703874,0.5089775],"genre_scores_gemma":[0.99634427,0.00060593063,0.00059995294,0.001531401,0.00018307379,0.000034008197,0.000031642856,0.0000034406921,0.00066629413],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989287,0.00017939415,0.0002690884,0.00006992742,0.00038260745,0.0001702757],"domain_scores_gemma":[0.9991351,0.0001873944,0.00022094641,0.00029382735,0.00012007273,0.0000426613],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011737301,0.0000810717,0.00010255901,0.000020557769,0.0026820814,0.00032684664,0.00059433567,0.000081754886,0.000060649752],"category_scores_gemma":[0.000098944125,0.00004543419,0.00008291609,0.00019074774,0.0019406461,0.0015842883,0.0002615966,0.0001386386,0.000063043844],"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":[0.00002271844,0.000018585682,0.0013622432,0.000012190777,0.000028027052,9.726961e-9,0.72494686,0.0000013723635,0.000004115558,0.1505416,0.07603182,0.047030482],"study_design_scores_gemma":[0.0007399053,0.000006322913,0.016215565,0.000020968962,0.00001992016,1.0061139e-7,0.113205045,0.0010504863,0.000011026713,0.006814989,0.86179477,0.00012091218],"about_ca_topic_score_codex":0.00044879506,"about_ca_topic_score_gemma":0.00072899763,"teacher_disagreement_score":0.7857629,"about_ca_system_score_codex":0.000060952974,"about_ca_system_score_gemma":0.000043570566,"threshold_uncertainty_score":0.9986163},"labels":[],"label_agreement":null},{"id":"W2794467217","doi":"10.1007/978-94-024-1283-3_6","title":"Disaster Risk Evaluation – Quantitative Methods in Canada","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in natural and technological hazards research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Agency (philosophy); Hazard; Environmental planning; Risk assessment; Geography; Function (biology); Environmental health; Environmental resource management; Risk analysis (engineering); Business; Computer security; Medicine; Computer science; Environmental science; Sociology","score_opus":0.08028290524370174,"score_gpt":0.4773927276174316,"score_spread":0.3971098223737299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794467217","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023079006,0.03759473,0.000080114674,0.0011892869,0.00045072578,0.0014643624,0.00002016748,0.000054233362,0.9360674],"genre_scores_gemma":[0.7601201,0.060392298,0.008481267,0.000066246845,0.00015316879,0.00018381864,0.000019382682,0.000031186857,0.17055254],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99619937,0.0007542394,0.00032923443,0.0006378236,0.0014815985,0.0005977291],"domain_scores_gemma":[0.99818474,0.0011248603,0.00011847455,0.00022910399,0.0002706692,0.00007213166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005270426,0.00020334678,0.0003386527,0.00046876018,0.00030985012,0.00006738817,0.0006443588,0.0003329984,0.00054453383],"category_scores_gemma":[0.002236614,0.00014580249,0.000039118953,0.00046180465,0.0026334475,0.00033043063,0.0004552951,0.0015736816,0.000018329052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042395885,0.000011754651,0.000731009,0.000021995094,0.000008127822,0.000025085359,0.00046817554,0.000003929216,0.0000035488454,0.21914306,0.0002155809,0.7793253],"study_design_scores_gemma":[0.00027024103,0.0001231492,0.0012547068,0.0002572805,0.000009834297,4.6511073e-7,0.008101331,0.00073462777,0.0000110757965,0.61388844,0.3750457,0.000303168],"about_ca_topic_score_codex":0.13465804,"about_ca_topic_score_gemma":0.94654137,"teacher_disagreement_score":0.81188333,"about_ca_system_score_codex":0.0008861689,"about_ca_system_score_gemma":0.0005618216,"threshold_uncertainty_score":0.9703047},"labels":[],"label_agreement":null},{"id":"W2795254754","doi":"","title":"Social and cultural impacts of the 2013 Bow River flood at Siksika Nation, Alberta, Canada","year":2018,"lang":"en","type":"article","venue":"Indigenous policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Geography; Archaeology","score_opus":0.014101948779089574,"score_gpt":0.2909765891428967,"score_spread":0.27687464036380716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795254754","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":[0.9414787,0.00003489388,2.0559122e-7,0.005676593,0.00016913893,0.00019048988,0.000008697085,0.0000069699913,0.052434295],"genre_scores_gemma":[0.98054725,0.00003204198,0.000004075956,0.00049881206,0.0006802121,0.000002276724,0.0000014660033,0.0000044434505,0.018229444],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99905694,0.00006608449,0.00010846502,0.00010991925,0.00033249307,0.00032607454],"domain_scores_gemma":[0.9996209,0.000027962618,0.000094730625,0.00008980441,0.000095674965,0.00007093673],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00010011846,0.00007322281,0.00008226366,0.000034701196,0.001383601,0.000043385833,0.00028667646,0.000045760455,0.00005102836],"category_scores_gemma":[0.000065547036,0.000049652335,0.000029188002,0.00026544218,0.00075264793,0.00013494909,0.00010614219,0.000038959082,0.000015333359],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011985559,0.000045353765,0.06536839,0.000020727768,0.00005933035,0.0000013592738,0.8429021,0.0000014309276,0.00022997856,0.015060977,0.07313612,0.0031622418],"study_design_scores_gemma":[0.00049666484,0.00007264992,0.55420023,0.000019332949,0.00004499582,0.000002502347,0.017922282,0.0000065737668,0.000964912,0.0024227314,0.42351732,0.00032978022],"about_ca_topic_score_codex":0.9911874,"about_ca_topic_score_gemma":0.99683815,"teacher_disagreement_score":0.82497984,"about_ca_system_score_codex":0.00023451971,"about_ca_system_score_gemma":0.00083162263,"threshold_uncertainty_score":0.99991643},"labels":[],"label_agreement":null},{"id":"W2795938340","doi":"10.1145/3170427.3180650","title":"Dawn","year":2018,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Egg Farmers of Canada","keywords":"Emergency management; Storm; Government (linguistics); Local government; Environmental planning; Business; Computer science; Meteorology; Environmental resource management; Political science; Environmental science; Public administration; Geography","score_opus":0.020562092713381105,"score_gpt":0.3535792752589232,"score_spread":0.3330171825455421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795938340","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034040757,0.0000028322625,0.0003584721,0.0011735071,0.00020508784,0.000028613882,2.6214112e-8,0.00004657276,0.9641441],"genre_scores_gemma":[0.7534249,0.0000030781493,0.00017098413,0.00031396493,0.00020936747,5.028816e-7,4.504314e-8,6.29874e-7,0.24587652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997366,0.0000124946,0.000022111035,0.000047399393,0.00009367142,0.000087699416],"domain_scores_gemma":[0.9999041,0.000005935876,0.000005069909,0.000045347464,0.000014840218,0.000024701269],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000103238875,0.0000134717375,0.000014373038,0.000011197008,0.00018312667,0.00003635212,0.000108070904,0.000008693066,0.0031026783],"category_scores_gemma":[0.000015142033,0.000010271694,0.0000074276145,0.00008453274,0.000275135,0.000081431645,0.000019671723,0.000007293066,0.0012821497],"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":[9.880545e-7,0.0000100754405,0.002518198,5.356638e-7,0.0000016893799,4.6027694e-7,0.006015397,2.9606992e-8,0.00003047959,0.88027835,0.08264472,0.028499076],"study_design_scores_gemma":[0.000021436877,0.0000090985095,0.002067321,8.933992e-7,8.3864575e-7,1.0154989e-8,0.003853891,0.0000063087127,0.000040035087,0.0034280557,0.9905467,0.000025435273],"about_ca_topic_score_codex":0.00024043639,"about_ca_topic_score_gemma":0.0012701143,"teacher_disagreement_score":0.90790194,"about_ca_system_score_codex":0.0000040090786,"about_ca_system_score_gemma":0.000009698114,"threshold_uncertainty_score":0.99949545},"labels":[],"label_agreement":null},{"id":"W2797732463","doi":"10.5430/wje.v8n2p88","title":"New Orleans Educational System in Public Schools Pre/Post Hurricane Katrina as Perceived by Special Education Teachers","year":2018,"lang":"en","type":"article","venue":"World Journal of Education","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hurricane katrina; Perception; Public education; Narrative; School system; Natural disaster; Psychology; Pedagogy; Medical education; Political science; Geography; Medicine; Public administration","score_opus":0.011433312548951075,"score_gpt":0.3120994723882826,"score_spread":0.30066615983933154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797732463","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":[0.6256971,0.00031101482,0.000049607443,0.03325964,0.0068808123,0.00039105423,0.0000011838515,0.000015926516,0.3333937],"genre_scores_gemma":[0.8963971,0.000045334542,0.0006994366,0.00034263634,0.0108958185,0.000010118606,0.00001009333,0.000010475285,0.09158895],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998147,0.00026545793,0.0004926391,0.00020139218,0.00060472055,0.0002887906],"domain_scores_gemma":[0.99845374,0.000066133536,0.0004906898,0.000156903,0.0005080867,0.00032444394],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007866784,0.0001257487,0.0001680985,0.0006791849,0.00031951943,0.00033421683,0.00054186705,0.00005469482,0.0017424109],"category_scores_gemma":[0.00044418982,0.00012190767,0.00007502904,0.0010745296,0.000172471,0.0011044001,0.000025462554,0.00025006398,0.00017755239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005378016,0.0008458689,0.046680935,0.00002407155,0.00002818327,4.821112e-7,0.040812917,0.0000020753482,0.00036459783,0.07868211,0.66595966,0.16654533],"study_design_scores_gemma":[0.0004034937,0.00013897225,0.20593351,0.00038978568,0.000043752796,0.000011495336,0.1439176,0.0000022721022,0.000016004853,0.002892041,0.6460153,0.00023576403],"about_ca_topic_score_codex":0.0023103838,"about_ca_topic_score_gemma":0.0045622545,"teacher_disagreement_score":0.27070007,"about_ca_system_score_codex":0.0010008912,"about_ca_system_score_gemma":0.0081747025,"threshold_uncertainty_score":0.9991701},"labels":[],"label_agreement":null},{"id":"W2801276487","doi":"10.5539/ass.v14n5p82","title":"The Perspectives of Commercial Property Stakeholders in Post-Disaster Rebuild","year":2018,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Demolition; Viewpoints; Property (philosophy); Thematic analysis; Clearing; Public relations; Qualitative research; Business; Sociology; Political science; Civil engineering; Engineering; Finance; Social science","score_opus":0.03962521756585384,"score_gpt":0.321648791080357,"score_spread":0.28202357351450313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801276487","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":[0.19365405,0.000023369386,0.00001794034,0.00949704,0.00030739815,0.00027264576,0.0000015514184,0.000021205893,0.7962048],"genre_scores_gemma":[0.9954961,0.000015094467,0.00004404864,0.00015663505,0.00029923284,0.0000067920228,1.4984973e-7,0.0000044146886,0.0039775637],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980395,0.0001713207,0.00018604497,0.00028310574,0.00079047563,0.00052959664],"domain_scores_gemma":[0.99935806,0.000045784665,0.00010100477,0.00016476958,0.00025510453,0.00007529383],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0016800978,0.000084196254,0.000110183406,0.00009306875,0.002209443,0.00019718976,0.001095315,0.000044727745,0.0000760636],"category_scores_gemma":[0.00033989226,0.000050336974,0.00004951871,0.0013918948,0.011380416,0.0005675915,0.00016659538,0.00010342955,0.000024610175],"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":[0.000035004487,0.000079640944,0.0021197149,0.0000029418063,0.000004824395,0.0000012826056,0.50395644,3.9169873e-8,0.0006027279,0.13745806,0.0013089277,0.3544304],"study_design_scores_gemma":[0.0001883174,0.00009310239,0.16895154,0.000015431217,0.0000051437464,1.2937078e-7,0.7916424,0.0000038589988,0.00008720306,0.0017947702,0.037073497,0.00014457844],"about_ca_topic_score_codex":0.0013593904,"about_ca_topic_score_gemma":0.012080845,"teacher_disagreement_score":0.80184203,"about_ca_system_score_codex":0.00013058323,"about_ca_system_score_gemma":0.00036870354,"threshold_uncertainty_score":0.99908954},"labels":[],"label_agreement":null},{"id":"W2802758373","doi":"10.7202/1044935ar","title":"Not all Natural Disasters are Covered Equal: A Focus on Canadian Media","year":2018,"lang":"en","type":"article","venue":"Revue Gouvernance","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Liberian dollar; Media coverage; Government (linguistics); Advertising; Political science; Business; Geography; Media studies; Finance; Sociology; Meteorology","score_opus":0.02731213548995281,"score_gpt":0.2771783378312585,"score_spread":0.2498662023413057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802758373","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":[0.67747116,0.00031368277,0.000050374038,0.01836533,0.0065076686,0.00062611105,0.00011284964,0.0001454791,0.29640734],"genre_scores_gemma":[0.9839233,0.00009925464,0.000044063887,0.0015278127,0.00084894284,0.000014510429,0.0000036666024,0.00001306964,0.013525351],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849427,0.000079548496,0.00015271248,0.00032865573,0.00037429974,0.0005705345],"domain_scores_gemma":[0.9991838,0.000087312605,0.00014330856,0.00026780294,0.00005934457,0.0002584355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022337344,0.00013249443,0.00015483401,0.00006963524,0.00036105406,0.000115415576,0.00058590516,0.00007239553,0.00017697173],"category_scores_gemma":[0.000266623,0.0001259879,0.0000638477,0.00027180507,0.00039086587,0.00024934104,0.000050903283,0.00012679028,0.00054660934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027881432,0.00023053851,0.057465017,0.0001421426,0.00017905117,0.00047337302,0.17919104,0.00006111159,0.00022720036,0.31893012,0.32381934,0.11900224],"study_design_scores_gemma":[0.00046300318,0.00010274959,0.046855457,0.00035269884,0.000024303423,9.867847e-7,0.005560516,0.00010625416,0.00017250907,0.0021299045,0.9437354,0.00049621373],"about_ca_topic_score_codex":0.09823326,"about_ca_topic_score_gemma":0.85963523,"teacher_disagreement_score":0.761402,"about_ca_system_score_codex":0.0003537397,"about_ca_system_score_gemma":0.00014282131,"threshold_uncertainty_score":0.9077717},"labels":[],"label_agreement":null},{"id":"W2803616153","doi":"","title":"Family Functioning and Well-Being in the Aftermath of Disaster: One Year after the 2013 High River, Alberta Flood","year":2018,"lang":"en","type":"article","venue":"XIX ISA World Congress of Sociology (July 15-21, 2018)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; River flood; Geography; Archaeology","score_opus":0.010446280756444272,"score_gpt":0.24779025901448076,"score_spread":0.2373439782580365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803616153","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":[0.93370795,0.00047560688,0.000017384244,0.0035844038,0.00090042397,0.0003792839,0.000005524851,0.000015883572,0.06091355],"genre_scores_gemma":[0.98803854,0.00025392667,0.00008973768,0.00077175634,0.00031762972,0.000042452197,0.0000034103236,0.000012050083,0.010470517],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9980468,0.0004904651,0.00037767462,0.0003216987,0.00033149405,0.0004318247],"domain_scores_gemma":[0.99872595,0.0004858076,0.00025137077,0.0003931814,0.00009219825,0.000051490533],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00082922954,0.0001781478,0.00031479017,0.00012783357,0.00041986,0.00006979834,0.0007075924,0.00012679347,0.0003352455],"category_scores_gemma":[0.000058617185,0.0001175758,0.00008306791,0.00026341435,0.006000736,0.000293486,0.0002606657,0.00022980093,0.00012693691],"study_design_candidate":"observational","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":[0.00062171125,0.00048915244,0.3993664,0.00015238787,0.00049211644,0.0000120319655,0.4310733,0.0000132854775,0.0004119944,0.08471234,0.077236034,0.00541921],"study_design_scores_gemma":[0.0017222922,0.00030871195,0.84490407,0.00030855075,0.0002681628,0.0000012582282,0.042000268,0.00006810844,0.000077699195,0.021075405,0.0887379,0.00052758516],"about_ca_topic_score_codex":0.0037471447,"about_ca_topic_score_gemma":0.010743921,"teacher_disagreement_score":0.44553766,"about_ca_system_score_codex":0.00002187662,"about_ca_system_score_gemma":0.000044357057,"threshold_uncertainty_score":0.99670434},"labels":[],"label_agreement":null},{"id":"W2804571003","doi":"10.1108/dpm-02-2018-0060","title":"Post-disaster social capital: trust, equity,<i>bayanihan</i>and Typhoon Yolanda","year":2018,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Social capital; Community resilience; Psychological resilience; Equity (law); Context (archaeology); Emergency management; Sociology; Economic growth; Political science; Geography; Psychology; Economics; Social science; Social psychology","score_opus":0.02534911203986154,"score_gpt":0.3645360736748217,"score_spread":0.33918696163496015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804571003","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":[0.8177968,0.00006849079,0.0021339592,0.0024906879,0.0019401535,0.0003277723,0.000008275304,0.0000573566,0.17517646],"genre_scores_gemma":[0.9588825,0.000520806,0.0003477549,0.0010095278,0.0016114138,0.0000111865875,0.000024494946,0.000015753287,0.03757655],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819666,0.00017386096,0.00029248997,0.00029847707,0.0007187178,0.0003197865],"domain_scores_gemma":[0.99934393,0.000010603406,0.00016784662,0.00009644743,0.00020671503,0.00017447388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007229326,0.0001570901,0.00012651006,0.00023307293,0.00074268575,0.00091078377,0.00049446017,0.000060172595,0.00086283777],"category_scores_gemma":[0.00001545356,0.00014427013,0.00008160853,0.000093747876,0.0004050372,0.0014512135,0.00046827775,0.00011891689,0.000054792126],"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":[0.00044110854,0.00053635606,0.010467508,0.000064901324,0.0005381081,0.00006749274,0.12350331,8.0215267e-7,0.00021785233,0.3253426,0.00737787,0.5314421],"study_design_scores_gemma":[0.0051261503,0.0009772596,0.1393465,0.0002834821,0.00032959686,0.00007049415,0.17359571,0.00021859551,0.000028272769,0.06276631,0.61620253,0.0010550957],"about_ca_topic_score_codex":0.00004758094,"about_ca_topic_score_gemma":0.0004936991,"teacher_disagreement_score":0.6088247,"about_ca_system_score_codex":0.00006958871,"about_ca_system_score_gemma":0.000025708618,"threshold_uncertainty_score":0.94474685},"labels":[],"label_agreement":null},{"id":"W2804883320","doi":"10.14195/2183-5462_32_1","title":"Reconstructing journalism ethics: disrupt, invent, collaborate","year":2018,"lang":"en","type":"article","venue":"Media & Jornalismo","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Journalism; Political science; Engineering ethics; Sociology; Environmental ethics; Law; Philosophy; Engineering","score_opus":0.06977985365112324,"score_gpt":0.371014807342812,"score_spread":0.30123495369168873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804883320","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":[0.7298342,0.00029515265,0.00027714518,0.016715202,0.0064874813,0.0002625858,0.000010115625,0.00015872241,0.2459594],"genre_scores_gemma":[0.9867286,0.00034527376,0.0010857403,0.002104176,0.003730353,0.000010079002,0.0000038528697,0.000020331527,0.0059715817],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750787,0.000511306,0.0003313615,0.00028702064,0.00081949425,0.00054293097],"domain_scores_gemma":[0.99857235,0.00033199284,0.00022901302,0.00022534726,0.00035657437,0.00028473808],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002514674,0.00014500486,0.00018933714,0.00014188072,0.001243027,0.000380586,0.00059366215,0.0001577067,0.0013900546],"category_scores_gemma":[0.001600271,0.00012859808,0.00007025033,0.00080453383,0.0013980346,0.0004899647,0.00011276293,0.00042378693,0.00033495374],"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":[0.00007200612,0.00012210748,0.07865954,0.00006896436,0.00014229522,0.00015521125,0.5225463,0.0000042892266,0.0006903857,0.27429464,0.06718767,0.05605661],"study_design_scores_gemma":[0.00052402064,0.00005167989,0.0027291263,0.00019650176,0.000053464624,0.000008357773,0.057917275,0.00007744851,0.00040607186,0.027841367,0.9097845,0.00041018907],"about_ca_topic_score_codex":0.0008147696,"about_ca_topic_score_gemma":0.004540535,"teacher_disagreement_score":0.8425968,"about_ca_system_score_codex":0.00007840255,"about_ca_system_score_gemma":0.00031163433,"threshold_uncertainty_score":0.9995228},"labels":[],"label_agreement":null},{"id":"W2806640641","doi":"10.3390/su10061908","title":"Prevention of Catastrophic Volcanic Eruptions, Large Earthquakes underneath Big Cities, and Giant Earthquakes at Subduction Zones","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Disaster Management and Resilience","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":"University of Ottawa","funders":"","keywords":"Subduction; Volcano; Seismology; Geology; Remotely triggered earthquakes; Earth science; Earthquake swarm; Induced seismicity; Tectonics","score_opus":0.01804757849413918,"score_gpt":0.30210346087119,"score_spread":0.2840558823770508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806640641","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":[0.9945156,0.00025399795,0.0013711775,0.0011908268,0.00027503917,0.00051974936,0.000013039813,0.00005831058,0.0018022534],"genre_scores_gemma":[0.98537123,0.00009699686,0.00009528886,0.000013656432,0.00020728918,0.000016680375,0.000011100938,0.000006693408,0.0141810775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983845,0.00031426974,0.00024842555,0.0003306751,0.0003357176,0.00038642721],"domain_scores_gemma":[0.9990382,0.000047827445,0.00012693203,0.0002745995,0.00042331655,0.00008910519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010268518,0.00011419524,0.00016123321,0.000101470854,0.0007294051,0.000060335115,0.00015142716,0.00007373702,0.00018159278],"category_scores_gemma":[0.00035793797,0.00010706256,0.000064272135,0.00033006226,0.0013260314,0.0003061869,0.00013357116,0.00006608463,0.000009460397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003532094,0.0009833307,0.4238604,0.0011348665,0.00010477432,0.000009229773,0.06286816,0.000019612966,0.00032404912,0.33549547,0.0018894437,0.17295747],"study_design_scores_gemma":[0.0005814604,0.00047857492,0.812832,0.000048327878,0.00006593709,0.0000016242589,0.08120353,0.00010492325,0.00014322311,0.06006667,0.04417608,0.00029765186],"about_ca_topic_score_codex":0.0016275101,"about_ca_topic_score_gemma":0.02750319,"teacher_disagreement_score":0.3889716,"about_ca_system_score_codex":0.00028116946,"about_ca_system_score_gemma":0.00028619432,"threshold_uncertainty_score":0.99024236},"labels":[],"label_agreement":null},{"id":"W2807287306","doi":"10.4095/292146","title":"Flood hazard study North Vancouver","year":2013,"lang":"en","type":"report","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Hazard; Geography; Archaeology; Ecology; Biology","score_opus":0.04666457339217367,"score_gpt":0.3377678674743001,"score_spread":0.29110329408212643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807287306","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02500517,0.0000736895,0.000016647007,0.000068998124,0.0041903458,0.0012323554,0.0000024638757,0.00016370729,0.9692466],"genre_scores_gemma":[0.20558482,0.00034927198,0.00003813976,0.000059084065,0.0007423744,0.0000648752,0.0000052858722,0.000018157643,0.79313797],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99663115,0.00012137882,0.0003091329,0.0004597073,0.0020470931,0.0004315413],"domain_scores_gemma":[0.9989309,0.000035639827,0.00017432032,0.00040475404,0.0003117135,0.00014267887],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00067992415,0.0002195361,0.0003261385,0.00012685978,0.00038004713,0.00025914112,0.0007163263,0.00014343011,0.0052150763],"category_scores_gemma":[0.00012461063,0.00016597832,0.00012267567,0.00030916266,0.00017357708,0.00026527932,0.00023613675,0.00020060164,0.0011285361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.787742e-7,0.0002509948,0.05993765,0.00002588823,0.000087762375,0.000021077685,0.0032585368,0.0000014791588,2.7441068e-8,0.00015198354,0.9230747,0.013188909],"study_design_scores_gemma":[0.000107270935,0.00005201086,0.02885187,0.000015724238,0.00008186247,7.664817e-8,0.020563647,0.0000011162341,7.657092e-8,0.00005561188,0.9500123,0.0002584143],"about_ca_topic_score_codex":0.021653235,"about_ca_topic_score_gemma":0.56534046,"teacher_disagreement_score":0.5436872,"about_ca_system_score_codex":0.0001545453,"about_ca_system_score_gemma":0.0007784185,"threshold_uncertainty_score":0.9996492},"labels":[],"label_agreement":null},{"id":"W2807947718","doi":"10.4000/vertigo.19331","title":"Résilience et prévention des désastres","year":2018,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Political science; Humanities; Art","score_opus":0.02671801015442621,"score_gpt":0.3203991381261696,"score_spread":0.2936811279717434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807947718","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":[0.45450908,0.0026856894,0.0031319251,0.0027851865,0.002689209,0.00017069557,0.0000032334076,0.00007143213,0.53395355],"genre_scores_gemma":[0.81330574,0.0006093602,0.0015978772,0.0004947289,0.00043200256,0.0000066658936,0.0000012224531,0.000008889485,0.18354352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984503,0.00021373393,0.000179549,0.00030179316,0.0003815448,0.00047309735],"domain_scores_gemma":[0.99948186,0.00003873184,0.00007343357,0.00019319757,0.000083261184,0.00012949863],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023596825,0.00013009559,0.000104891384,0.000057753343,0.00055846345,0.00016258674,0.0003490318,0.00008218624,0.0029269457],"category_scores_gemma":[0.00008954193,0.00012612996,0.00008082185,0.00059894554,0.0028979057,0.0008370552,0.00013201934,0.000083539526,0.001992708],"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":[0.000028842634,0.0003025394,0.025720654,0.00010568162,0.000036100617,0.000017284397,0.03866741,0.000017953935,0.00067557895,0.5910204,0.06686746,0.27654007],"study_design_scores_gemma":[0.00017993698,0.0003456179,0.02260631,0.0003447544,0.000044734592,0.0000023173743,0.009109178,0.00037942705,0.0009609016,0.033611186,0.932134,0.0002816783],"about_ca_topic_score_codex":0.0003974001,"about_ca_topic_score_gemma":0.0032489714,"teacher_disagreement_score":0.8652665,"about_ca_system_score_codex":0.00006195681,"about_ca_system_score_gemma":0.000057787,"threshold_uncertainty_score":0.99981564},"labels":[],"label_agreement":null},{"id":"W2808176040","doi":"10.4000/vertigo.19102","title":"La résilience à l’épreuve du local : la gestion du risque redéfinie par les habitants de Barrio Luján, Costa Rica","year":2018,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.018668382829866846,"score_gpt":0.2669719959043485,"score_spread":0.24830361307448165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808176040","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":[0.73559403,0.0010706495,0.014469616,0.0077658477,0.0014946955,0.00031477603,0.000015386066,0.00014487393,0.23913011],"genre_scores_gemma":[0.98743165,0.0014597366,0.0004732696,0.00032986765,0.0007001123,0.000021844631,0.0000027404217,0.000024440767,0.009556342],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964315,0.0012196983,0.00035274602,0.00058350264,0.00060148205,0.00081106403],"domain_scores_gemma":[0.9984764,0.00052817503,0.0001493717,0.0003591441,0.00014943439,0.00033748223],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012191688,0.00028220608,0.00025677765,0.00009327407,0.0010432367,0.00026380314,0.00082658115,0.00048879115,0.00066927174],"category_scores_gemma":[0.0007975902,0.0002742513,0.00012440306,0.0007410942,0.0049235355,0.00061417086,0.0002826122,0.00040251293,0.0007672291],"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":[0.00018745752,0.0007437694,0.47482434,0.00015273491,0.000108830776,0.0003463247,0.059677448,0.00033546818,0.00056211295,0.1439669,0.13372347,0.18537115],"study_design_scores_gemma":[0.0005779027,0.0003120221,0.26051262,0.00041032746,0.00012171333,0.000019263363,0.00797909,0.008285341,0.00043505017,0.0052966885,0.71549106,0.0005588993],"about_ca_topic_score_codex":0.0020033962,"about_ca_topic_score_gemma":0.0026783159,"teacher_disagreement_score":0.5817676,"about_ca_system_score_codex":0.00035039225,"about_ca_system_score_gemma":0.00024954908,"threshold_uncertainty_score":0.999971},"labels":[],"label_agreement":null},{"id":"W2808223861","doi":"10.4000/vertigo.19116","title":"Les capabilités à faire face ou comment repenser la résilience des individus","year":2018,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.04508031474899601,"score_gpt":0.32259820467759615,"score_spread":0.27751788992860016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808223861","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":[0.65467405,0.0017766618,0.0010390086,0.014149086,0.0015979026,0.00035926807,0.000010645599,0.00010147177,0.3262919],"genre_scores_gemma":[0.92839646,0.00026851587,0.00053806324,0.00091214996,0.00030283825,0.000018743094,0.0000023249022,0.00001707961,0.069543816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997246,0.00048789594,0.00032480014,0.00055415276,0.0006363806,0.0007507671],"domain_scores_gemma":[0.998828,0.00024001689,0.00011744914,0.000459403,0.00011500547,0.00024012507],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061765773,0.00025527467,0.00022399954,0.000069901536,0.0011299432,0.00023534642,0.0008491366,0.00020707227,0.0014448276],"category_scores_gemma":[0.0002666384,0.00023647027,0.00012219175,0.000665102,0.0061034993,0.0006026802,0.00033548943,0.00020577613,0.00083054224],"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":[0.00003176296,0.0005401514,0.18048073,0.000158773,0.00008992143,0.000040268726,0.09759975,0.000035302564,0.00012565254,0.38545984,0.052081622,0.28335622],"study_design_scores_gemma":[0.00035546863,0.00026476852,0.09109796,0.00039478854,0.000082645485,0.0000035579228,0.02572041,0.00025734416,0.00046860034,0.014534419,0.8663186,0.000501444],"about_ca_topic_score_codex":0.0021288486,"about_ca_topic_score_gemma":0.00263279,"teacher_disagreement_score":0.814237,"about_ca_system_score_codex":0.00017914292,"about_ca_system_score_gemma":0.00008587729,"threshold_uncertainty_score":0.9999474},"labels":[],"label_agreement":null},{"id":"W2808261566","doi":"10.14324/111.444.amps.2014v6i1.001","title":"Porosity: Networking Cities for a Changing Climate","year":2014,"lang":"en","type":"article","venue":"Architecture_MPS","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Homeland security; Storm; Geography; Government (linguistics); Emergency management; Socioeconomics; Political science; History; Archaeology; Meteorology; Sociology; Terrorism; Law","score_opus":0.012454152723914284,"score_gpt":0.2735846168116183,"score_spread":0.261130464087704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808261566","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":[0.22496818,0.00022916996,0.17268229,0.0056841,0.0023320096,0.0010088447,0.000005441457,0.00047364592,0.5926163],"genre_scores_gemma":[0.9944581,0.00001660303,0.0011083218,0.0007746482,0.0012585327,0.000029305562,0.0000035085466,0.000010426464,0.0023405456],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987791,0.00008057506,0.000094000054,0.00017650091,0.00017788197,0.00069193245],"domain_scores_gemma":[0.9995772,0.00018186888,0.000047100864,0.000117669035,0.000017746916,0.0000583611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009735663,0.0000821732,0.00010415574,0.00010709769,0.0009757375,0.000115865274,0.0002252942,0.000032745746,0.00001894441],"category_scores_gemma":[0.000065092594,0.000071173155,0.00006607037,0.00019592274,0.0001499208,0.000060303733,0.00010990524,0.00005525599,0.000012104018],"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":[0.000041146515,0.000025184887,0.007400965,0.00009385517,0.000026358062,0.0000017922531,0.061698157,0.00043770915,0.00015813319,0.45237932,0.0013039793,0.47643343],"study_design_scores_gemma":[0.00031340623,0.00006829347,0.0016639265,0.00008043391,0.000028609049,6.577668e-7,0.004672093,0.0008767493,0.00008099859,0.04245211,0.94949,0.00027269596],"about_ca_topic_score_codex":0.000057219204,"about_ca_topic_score_gemma":0.0009543193,"teacher_disagreement_score":0.94818604,"about_ca_system_score_codex":0.000013908505,"about_ca_system_score_gemma":0.000011387942,"threshold_uncertainty_score":0.75046825},"labels":[],"label_agreement":null},{"id":"W2808341612","doi":"10.7202/1047375ar","title":"Justice Denied: Why Was There No Public Inquiry into the Lac-Mégantic Disaster?","year":2018,"lang":"en","type":"article","venue":"Revue générale de droit","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"Government of Ontario","keywords":"Opposition (politics); Politics; Ideology; Public administration; Government (linguistics); Political science; Sociology; Public relations; Environmental ethics; Law","score_opus":0.03811815646495303,"score_gpt":0.3010460236540086,"score_spread":0.2629278671890556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808341612","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":[0.65197575,0.00018565047,0.0007681191,0.010412968,0.0015119622,0.0003611775,0.0000011212263,0.00013423382,0.33464903],"genre_scores_gemma":[0.97271866,0.00017839934,0.00020270448,0.0015478847,0.002854112,0.000027287702,0.000003334944,0.000021928123,0.022445712],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813795,0.00024760782,0.0002289755,0.00035188228,0.00038519455,0.0006483969],"domain_scores_gemma":[0.9988895,0.00016390056,0.000117796466,0.0005105946,0.00014247389,0.00017571192],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00084789353,0.00012801487,0.00017138312,0.00007549867,0.0010128384,0.00045766254,0.0011612353,0.000108453605,0.0005925611],"category_scores_gemma":[0.00038949086,0.00012321968,0.00010114302,0.00056450046,0.0011895092,0.0005006878,0.0002319035,0.00017036086,0.0018685099],"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":[0.000074605014,0.00033641182,0.025134586,0.0005027698,0.00015851347,0.00008998871,0.42228794,0.000014345436,0.0004896418,0.4205157,0.08959372,0.040801786],"study_design_scores_gemma":[0.0006666611,0.0002490196,0.011692906,0.00031252325,0.00034193494,0.000012343677,0.15497567,0.001077756,0.00008029354,0.06701669,0.7626747,0.0008995269],"about_ca_topic_score_codex":0.0005657009,"about_ca_topic_score_gemma":0.004201716,"teacher_disagreement_score":0.6730809,"about_ca_system_score_codex":0.00012798514,"about_ca_system_score_gemma":0.000089238616,"threshold_uncertainty_score":0.99890864},"labels":[],"label_agreement":null},{"id":"W2808360174","doi":"","title":"Évaluation de la pertinence pour l'implantation d'un centre d'intervention de crise selon les besoins et les services disponibles en Abitibi-Témiscamingue","year":2018,"lang":"fr","type":"dissertation","venue":"Depositum (Université du Québec en Abitibi-Témiscamingue)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.005609637500415185,"score_gpt":0.2421112619310043,"score_spread":0.2365016244305891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808360174","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":[0.9339104,0.0015727762,0.041906886,0.0015599506,0.00072704896,0.0009055596,0.000081160695,0.00032869726,0.019007515],"genre_scores_gemma":[0.9722267,0.0020256285,0.0032849887,0.00019901643,0.00077212346,0.000027774033,0.0011739972,0.00014335096,0.020146443],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.991382,0.0037312743,0.000919365,0.0014167269,0.0012796045,0.0012710232],"domain_scores_gemma":[0.996081,0.0011885267,0.0011760899,0.00052093016,0.0005647475,0.00046873125],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024717161,0.0010403903,0.00074666715,0.0006795447,0.0031784994,0.0007633726,0.0015707035,0.0011363206,0.00102159],"category_scores_gemma":[0.00034575674,0.0011857579,0.0006588917,0.00087039586,0.00073576026,0.0015682909,0.00033856914,0.00086872285,0.00025163038],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053327566,0.0013507229,0.14417155,0.0031171192,0.0006485065,0.0005414466,0.62521225,0.00063762325,0.10996043,0.007754311,0.002336421,0.10373635],"study_design_scores_gemma":[0.0013630441,0.00020250531,0.795968,0.0029871052,0.0012996021,0.00008864157,0.18328372,0.0072687566,0.0025109996,0.00047774514,0.0033121302,0.0012377502],"about_ca_topic_score_codex":0.5465484,"about_ca_topic_score_gemma":0.6526574,"teacher_disagreement_score":0.65179646,"about_ca_system_score_codex":0.0014391643,"about_ca_system_score_gemma":0.0010139949,"threshold_uncertainty_score":0.99989164},"labels":[],"label_agreement":null},{"id":"W2808712736","doi":"10.4000/vertigo.19223","title":"Estimations de la résilience des territoires, sociétés, villes","year":2018,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.025911933131069237,"score_gpt":0.35372464393687275,"score_spread":0.32781271080580354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808712736","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":[0.23171747,0.0031021256,0.009719139,0.004878444,0.0017682356,0.00013950923,0.000008955562,0.00012341143,0.7485427],"genre_scores_gemma":[0.86768633,0.0009916445,0.009913544,0.00041980084,0.00070375006,0.000016116644,0.0000018787788,0.000014344696,0.12025261],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983335,0.0003252449,0.00018680411,0.00027403602,0.00032208138,0.0005583223],"domain_scores_gemma":[0.9992978,0.00018736025,0.000065342465,0.0002095918,0.000065908134,0.00017397114],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035830942,0.00014536014,0.00012508023,0.000059393813,0.0011861442,0.00024782663,0.0005234541,0.0001364729,0.0019016793],"category_scores_gemma":[0.00023965184,0.00014320394,0.00008155261,0.00049698394,0.0066979327,0.00058049744,0.00013269467,0.00011399514,0.0006167375],"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":[0.0000115393705,0.0003167343,0.031523436,0.00008588769,0.000047393256,0.000020613368,0.034527674,0.00006593213,0.00049548544,0.6043654,0.11648128,0.21205862],"study_design_scores_gemma":[0.00019335504,0.00009354419,0.02068081,0.0002023938,0.000057015106,0.000003933677,0.005162907,0.003087598,0.00023736754,0.049538307,0.92048675,0.0002560155],"about_ca_topic_score_codex":0.0018643094,"about_ca_topic_score_gemma":0.0016647289,"teacher_disagreement_score":0.8040055,"about_ca_system_score_codex":0.00017240597,"about_ca_system_score_gemma":0.00019173307,"threshold_uncertainty_score":0.99901074},"labels":[],"label_agreement":null},{"id":"W2811374628","doi":"10.1080/2201473x.2018.1491157","title":"The enduring settler-colonial emergency: Indian Affairs and contemporary emergency management in Canada","year":2018,"lang":"en","type":"article","venue":"Settler Colonial Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Colonialism; Emergency management; Unrest; State of emergency; Public administration; Politics; Political science; Government (linguistics); Law","score_opus":0.027250665795090567,"score_gpt":0.3043650177445191,"score_spread":0.2771143519494285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811374628","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":[0.85249907,0.004900978,0.000001956301,0.043255884,0.006023781,0.0010564455,0.000017788607,0.000055186272,0.09218892],"genre_scores_gemma":[0.98869056,0.0044505997,0.00001901353,0.00009584196,0.00046456576,0.00009620781,0.0000016423501,0.000012290375,0.00616929],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783313,0.00020082816,0.000398346,0.00038464885,0.00053902436,0.00064403925],"domain_scores_gemma":[0.999394,0.000074957796,0.00013516645,0.00019792892,0.00008827999,0.00010968794],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006398317,0.0002027048,0.00023051737,0.00008140771,0.0017618121,0.000054360862,0.00045134078,0.00004820006,0.00011438658],"category_scores_gemma":[0.000092659495,0.00015837413,0.000042577154,0.00049528794,0.00065102405,0.00019532288,0.000439377,0.00013278001,0.000026057964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002797973,0.00012505917,0.35912034,0.00019673782,0.0009558223,0.00031426782,0.16391765,0.00000977784,0.000022067074,0.051251397,0.39229986,0.031507213],"study_design_scores_gemma":[0.00083659013,0.00014714363,0.3662867,0.00007810853,0.000055518794,7.5269753e-7,0.15031527,0.000019658624,0.000020631029,0.014267059,0.46735376,0.0006188268],"about_ca_topic_score_codex":0.47094777,"about_ca_topic_score_gemma":0.99164045,"teacher_disagreement_score":0.5206927,"about_ca_system_score_codex":0.00036011657,"about_ca_system_score_gemma":0.0003132548,"threshold_uncertainty_score":0.99953777},"labels":[],"label_agreement":null},{"id":"W2817555655","doi":"10.1057/s41312-018-0060-x","title":"Response from Stroup and Wong","year":2018,"lang":"en","type":"article","venue":"International Politics Reviews","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology","score_opus":0.046462055323885705,"score_gpt":0.38930270600425015,"score_spread":0.34284065068036446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2817555655","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":[0.43746582,0.0012505557,0.0005516302,0.007730177,0.0014476188,0.00024691227,0.00002175218,0.000036685222,0.55124885],"genre_scores_gemma":[0.9631771,0.0015322871,0.00088442245,0.0017335217,0.0014906261,0.000008358776,0.000005148258,0.0000050289173,0.031163495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992103,0.00016265009,0.000150254,0.00012789013,0.00021080468,0.00013812013],"domain_scores_gemma":[0.9996169,0.00010825227,0.000055463403,0.00009219339,0.00005800535,0.00006914391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053884427,0.00005107478,0.00007769118,0.00004243855,0.00014073025,0.000103619066,0.00024930583,0.000023138764,0.00060282816],"category_scores_gemma":[0.0005064598,0.000043509463,0.000029006627,0.00005126438,0.0003221992,0.00015016411,0.000073854426,0.00003441647,0.00035508195],"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":[0.0000418943,0.00004597043,0.009103979,0.00000795089,0.000033600423,0.000005618665,0.008923307,1.6867071e-7,0.00025229785,0.901031,0.03769991,0.042854257],"study_design_scores_gemma":[0.00006426119,0.000012137059,0.008511293,0.000042522497,0.0000051290845,1.5707565e-7,0.00046363458,0.000025297828,0.000014218781,0.007325963,0.98348325,0.000052115185],"about_ca_topic_score_codex":0.00074660353,"about_ca_topic_score_gemma":0.0004214853,"teacher_disagreement_score":0.9457834,"about_ca_system_score_codex":0.000042021937,"about_ca_system_score_gemma":0.000028390981,"threshold_uncertainty_score":0.66005456},"labels":[],"label_agreement":null},{"id":"W282127749","doi":"10.24894/bf.2014.07020","title":"Disaster, displacement and justice: Powers and Faden’s theory of social justice and the obligations of non-governmental organizations towards Internally Displaced Persons","year":2014,"lang":"en","type":"article","venue":"Bioethica Forum","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"McGill University; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Displacement (psychology); Economic Justice; Criminology; Political science; Internally displaced person; Social justice; Sociology; Law; Law and economics; Social psychology; Psychology; Psychoanalysis","score_opus":0.00924074095262683,"score_gpt":0.2902726126395252,"score_spread":0.28103187168689836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W282127749","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":[0.89375687,0.00020907284,0.012075085,0.033518534,0.00058283325,0.00080884766,0.000103921055,0.000028933713,0.058915887],"genre_scores_gemma":[0.995929,0.00008864413,0.00012243158,0.00026487373,0.000052377494,0.000008155081,0.0000034603524,0.0000074235822,0.0035236045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99889123,0.00020422474,0.00019404615,0.00017187506,0.00035657742,0.00018203563],"domain_scores_gemma":[0.99926275,0.00036177356,0.00015745992,0.000095975985,0.00005761169,0.000064404776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078251783,0.00009947195,0.00015757966,0.00004040893,0.00064454577,0.00007841356,0.00018877056,0.00007343507,0.00003734328],"category_scores_gemma":[0.00037905588,0.00007071545,0.000031288066,0.00017013174,0.0024408626,0.0001473995,0.00024555443,0.000098607925,8.9668447e-7],"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":[0.00018467414,0.000080334474,0.0034172228,0.00026720567,0.00008400941,2.503611e-7,0.11125617,0.0000016575955,0.0009153349,0.87891304,0.0026794046,0.0022007006],"study_design_scores_gemma":[0.0033183862,0.00025675516,0.042584717,0.00017945048,0.0015870288,0.0000016827813,0.9334173,0.0011772611,0.00024179963,0.0076254173,0.009252034,0.000358152],"about_ca_topic_score_codex":0.00018481755,"about_ca_topic_score_gemma":0.0005573817,"teacher_disagreement_score":0.87128764,"about_ca_system_score_codex":0.000030857478,"about_ca_system_score_gemma":0.00004992376,"threshold_uncertainty_score":0.899346},"labels":[],"label_agreement":null},{"id":"W283488057","doi":"10.1007/s11069-015-1803-x","title":"Using vulnerability indicators to develop resilience networks: a similarity approach","year":2015,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Marine Environmental Observation Prediction and Response Network","keywords":"Vulnerability (computing); Natural hazard; Resilience (materials science); Environmental resource management; Vulnerability assessment; Computer science; Similarity (geometry); Emergency management; Environmental planning; Psychological resilience; Geography; Risk analysis (engineering); Environmental science; Business; Computer security; Political science; Artificial intelligence","score_opus":0.059507694524833975,"score_gpt":0.36311138569908336,"score_spread":0.3036036911742494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W283488057","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":[0.8696694,0.0003811766,0.012953954,0.0009970166,0.001564186,0.0007719372,0.000002892273,0.00022068099,0.113438755],"genre_scores_gemma":[0.9874324,0.000006091642,0.009883557,0.0005334016,0.00030047106,0.000011875213,0.0000035549858,0.000008930625,0.001819668],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974715,0.0003471889,0.00023221434,0.00045673733,0.0009166626,0.0005756855],"domain_scores_gemma":[0.9988965,0.00005840818,0.0000788178,0.0002805051,0.00027248237,0.00041331773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002171512,0.00015679443,0.00019275922,0.0001517025,0.00053571025,0.00017853221,0.0007301217,0.00013834541,0.000020493932],"category_scores_gemma":[0.0013924484,0.00013301223,0.00004602678,0.0025860195,0.0004012852,0.0004431821,0.0002955895,0.0003161758,0.00002119585],"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":[0.00055490143,0.0009492237,0.20436299,0.00013961026,0.00014816136,0.000061924984,0.1126677,0.045954548,0.00022094931,0.07673812,0.09366163,0.46454024],"study_design_scores_gemma":[0.0028865596,0.00037143505,0.25474426,0.00025322472,0.00021316974,0.000012423087,0.09665649,0.13959584,0.00034285843,0.009141969,0.49135268,0.0044290996],"about_ca_topic_score_codex":0.0007404802,"about_ca_topic_score_gemma":0.0005729462,"teacher_disagreement_score":0.46011117,"about_ca_system_score_codex":0.00033541257,"about_ca_system_score_gemma":0.0005433599,"threshold_uncertainty_score":0.5424081},"labels":[],"label_agreement":null},{"id":"W2839976261","doi":"10.1002/2017ef000660","title":"From Resistance to Transformation: A Generic Metric of Resilience Through Viability","year":2018,"lang":"en","type":"article","venue":"Earth s Future","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centre Elile Borel, Institut Henri-Poincaré; Agence Nationale de la Recherche; AGE-WELL","keywords":"Disaster risk reduction; Environmental resource management; Risk analysis (engineering); Computer science; Sociology; Ecology; Economics; Business","score_opus":0.014030367021432552,"score_gpt":0.28500206860885907,"score_spread":0.2709717015874265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2839976261","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":[0.7111818,0.0005241211,0.0068221763,0.006673156,0.0012664396,0.0005563954,0.000024981211,0.00008068359,0.2728702],"genre_scores_gemma":[0.98792773,0.000053479394,0.0055490904,0.00039034872,0.0013262667,0.000008233421,0.000002526553,0.0000043967366,0.0047379397],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986677,0.00012314518,0.00020904085,0.0002514742,0.0005064878,0.00024215964],"domain_scores_gemma":[0.99938107,0.000047592137,0.00007058948,0.00029120824,0.00012723489,0.00008228181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003373698,0.00008726404,0.0001381261,0.00006397769,0.00030015325,0.000045562614,0.0004185838,0.00006497942,0.00060561066],"category_scores_gemma":[0.000082130144,0.00007486944,0.000053601078,0.0014833634,0.00034462768,0.0004139902,0.00003363172,0.000061917475,0.000103440856],"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":[0.00046786366,0.00034665383,0.013493712,0.00017580298,0.000096991076,0.000008313174,0.716366,0.00015120226,0.0025706554,0.11905124,0.07274739,0.07452421],"study_design_scores_gemma":[0.00016345453,0.00007063172,0.045601346,0.000028716444,0.00001620577,4.5614073e-8,0.0152872475,0.000013783913,0.0016808902,0.0036371017,0.9333383,0.00016231863],"about_ca_topic_score_codex":0.0004922176,"about_ca_topic_score_gemma":0.0065634437,"teacher_disagreement_score":0.8605909,"about_ca_system_score_codex":0.000017555052,"about_ca_system_score_gemma":0.00006173021,"threshold_uncertainty_score":0.66310126},"labels":[],"label_agreement":null},{"id":"W2848219916","doi":"10.1371/currents.dis.223ac4322834aa0bb0d6824ee424e7f8","title":"The Promotion of ‘Grab Bags’ as a Disaster Risk Reduction Strategy","year":2018,"lang":"en","type":"article","venue":"PLoS Currents","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; CARE Canada","funders":"","keywords":"Preparedness; Disaster risk reduction; Resilience (materials science); Promotion (chess); Inclusion (mineral); Business; Emergency management; Environmental planning; Medicine; Political science; Psychology; Geography","score_opus":0.040226233543238434,"score_gpt":0.33843158070725826,"score_spread":0.2982053471640198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2848219916","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":[0.929032,0.00004430566,0.00002850786,0.00021031266,0.00078416144,0.0002694697,0.0000023110968,0.000026561645,0.06960233],"genre_scores_gemma":[0.9945092,0.00013948228,0.000009695822,0.0000027231386,0.00033076905,0.000011881104,0.0000018131595,0.000004000466,0.0049904175],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9989705,0.00016371987,0.00013743139,0.00014440781,0.0003907721,0.00019315304],"domain_scores_gemma":[0.9995737,0.000019270989,0.00012721805,0.00014494255,0.000090173555,0.000044677538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028540596,0.0000596502,0.00005996509,0.00002932702,0.0005180118,0.00008441521,0.00025138535,0.000029899978,0.00014595737],"category_scores_gemma":[0.000099954756,0.00003992674,0.00003480038,0.00020728317,0.0005346186,0.0002448992,0.000043939403,0.000060484275,0.00020417855],"study_design_candidate":"design_other","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":[0.00014070103,0.0017022224,0.042537276,0.00009147027,0.00015896065,0.0000010290617,0.077244125,0.000007673709,0.002186569,0.04549069,0.010818757,0.81962055],"study_design_scores_gemma":[0.0044996054,0.0052545075,0.19750705,0.0018928383,0.0010724247,0.0000034188477,0.27873638,0.0039175604,0.020649834,0.2341211,0.24992736,0.0024179304],"about_ca_topic_score_codex":0.00017628615,"about_ca_topic_score_gemma":0.0002087442,"teacher_disagreement_score":0.81720257,"about_ca_system_score_codex":0.000019166104,"about_ca_system_score_gemma":0.00002934362,"threshold_uncertainty_score":0.39841804},"labels":[],"label_agreement":null},{"id":"W2883117231","doi":"10.4995/carma2018.2018.8315","title":"Do People Pay More Attention to Earthquakes in Western Countries?","year":2018,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Per capita; Magnitude (astronomy); Western europe; Developing country; Developed country; Demographic economics; Geography; Development economics; Economics; Business; Economic growth; International trade; Demography; European union; Population","score_opus":0.014222289246960444,"score_gpt":0.3174426809817365,"score_spread":0.30322039173477605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883117231","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":[0.8649186,0.0000051202874,0.00041149528,0.0061075403,0.00027098786,0.00018973202,5.311706e-7,0.000042656804,0.12805335],"genre_scores_gemma":[0.928627,0.000011468628,0.00006377059,0.0006142145,0.000162292,0.000007686405,6.4021515e-7,0.0000030047825,0.07050989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919325,0.00004030964,0.000097857475,0.00016277998,0.00027854485,0.00022724955],"domain_scores_gemma":[0.99974704,0.000018670498,0.000020303067,0.00010714256,0.000044597095,0.000062232415],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031190008,0.000051113562,0.000066834924,0.0000712959,0.00016428197,0.0001551322,0.00019145026,0.000029256598,0.00076139456],"category_scores_gemma":[0.000027874608,0.00003635517,0.000018294528,0.0003354129,0.00013607476,0.00024525783,0.00005412259,0.000027322736,0.0011068507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011447355,0.0000349705,0.9311221,0.0000068725913,0.0000030914744,0.0000019903118,0.040630378,0.000002527475,0.000019971665,0.012346034,0.00652759,0.009292975],"study_design_scores_gemma":[0.00012626789,0.00004185132,0.73284644,0.000022754635,0.0000027940318,6.535087e-8,0.020344432,0.000015076254,0.000010949355,0.00025489967,0.24623051,0.00010395899],"about_ca_topic_score_codex":0.001956992,"about_ca_topic_score_gemma":0.10622645,"teacher_disagreement_score":0.23970291,"about_ca_system_score_codex":0.00002215337,"about_ca_system_score_gemma":0.000023124634,"threshold_uncertainty_score":0.9996709},"labels":[],"label_agreement":null},{"id":"W2884045791","doi":"","title":"A Canadian professor's perspective on disaster capitalism","year":2018,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Capitalism; Perspective (graphical); Sociology; Political science; Environmental ethics; Philosophy; Law; Art; Politics","score_opus":0.07105468455430804,"score_gpt":0.351024038484019,"score_spread":0.27996935392971095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884045791","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":[0.8833865,0.000018018332,0.000025151405,0.0038916308,0.00073750445,0.0004417555,0.000016162505,0.00013687616,0.11134639],"genre_scores_gemma":[0.8727717,0.000015300204,0.0000075366265,0.0010453175,0.00040744225,0.0000016073582,0.0000045906027,0.000024532275,0.12572196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973161,0.0004231995,0.00015231704,0.0006387471,0.0005891972,0.000880432],"domain_scores_gemma":[0.9984204,0.000059656293,0.00010692868,0.0004707749,0.00030498792,0.0006372053],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043140442,0.00026398752,0.0002142072,0.00065156975,0.0013236221,0.00047343536,0.0011652358,0.00020216998,0.0002598363],"category_scores_gemma":[0.000074579024,0.000280516,0.00011330341,0.00072269875,0.00074507156,0.0016278712,0.00020351524,0.00035708304,0.0018975546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117667405,0.00013930711,0.8784991,0.000015766675,0.00009199692,0.000333942,0.06582006,0.0000015104143,0.000041800467,0.054228008,0.00006588262,0.0006449846],"study_design_scores_gemma":[0.0010541332,0.00039435536,0.77605,0.00023434665,0.00009731664,0.0000034192803,0.09759408,1.7510105e-7,0.0001499382,0.002475435,0.12105705,0.00088979694],"about_ca_topic_score_codex":0.008190104,"about_ca_topic_score_gemma":0.84164894,"teacher_disagreement_score":0.83345884,"about_ca_system_score_codex":0.0013303178,"about_ca_system_score_gemma":0.00044095828,"threshold_uncertainty_score":0.9999765},"labels":[],"label_agreement":null},{"id":"W2884739458","doi":"10.4000/books.pum.8087","title":"Faut-il craindre les tremblements de terre au Québec ?","year":2014,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.01444224996540189,"score_gpt":0.20769686735376813,"score_spread":0.19325461738836625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884739458","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032903068,0.0014453398,0.0014707887,0.002014244,0.00028316578,0.000525198,0.000054858498,0.00015391334,0.96114945],"genre_scores_gemma":[0.31551543,0.0005372959,0.00023904402,0.00032836013,0.0003421022,0.000009682389,0.000015096456,0.00005914482,0.68295383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965868,0.00028403208,0.00038870692,0.0007447482,0.0006920721,0.0013036297],"domain_scores_gemma":[0.99812466,0.00023455346,0.00043247192,0.00052691763,0.00009548603,0.00058591756],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045773876,0.0006412086,0.0005535765,0.00020388336,0.0019310924,0.00016733615,0.0014551532,0.00060079055,0.0047963113],"category_scores_gemma":[0.000044108634,0.00070032914,0.00041505735,0.00004759678,0.0011354474,0.00016886943,0.0009670588,0.0004806157,0.00033960518],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040115666,0.00013901379,0.040173512,0.00066918,0.0010145119,0.0010084414,0.10959964,0.00064177776,0.0005308114,0.31167006,0.03697412,0.49717778],"study_design_scores_gemma":[0.0008269905,0.00015084786,0.009035706,0.0004348502,0.0006747305,0.000017049439,0.0077195805,0.00060775375,0.0001074551,0.0045163142,0.9750766,0.00083208526],"about_ca_topic_score_codex":0.38969845,"about_ca_topic_score_gemma":0.65556604,"teacher_disagreement_score":0.93810254,"about_ca_system_score_codex":0.0031378882,"about_ca_system_score_gemma":0.0005924596,"threshold_uncertainty_score":0.9995448},"labels":[],"label_agreement":null},{"id":"W2885179125","doi":"10.1007/978-3-319-92498-4_9","title":"The Impact of Post-disaster Housing Reconstruction Policies on Different Beneficiary Groups: The Case of Bam, Iran","year":2018,"lang":"en","type":"book-chapter","venue":"Sustainable development goals series","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; Université de Montréal; Royal Society of Canada","funders":"","keywords":"Leasehold estate; Beneficiary; Inefficiency; Socioeconomic status; Public housing; Business; Economic growth; Public economics; Geography; Political science; Economics; Sociology; Finance; Population","score_opus":0.016394954014354923,"score_gpt":0.2731693112583597,"score_spread":0.25677435724400477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885179125","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":[0.72601223,0.000297955,0.000008468544,0.0003986656,0.00034425122,0.00087746757,0.000016550604,0.00003761854,0.27200678],"genre_scores_gemma":[0.67173123,0.00034503793,0.000029169632,0.000027349828,0.00019161368,0.00002182788,0.000011210747,0.00003595879,0.3276066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99780047,0.00012943264,0.000636931,0.00032033748,0.00048575085,0.00062710023],"domain_scores_gemma":[0.9980545,0.0002490926,0.0006601056,0.00043471064,0.00052452745,0.00007707656],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007782497,0.00039490848,0.00043301424,0.00023855688,0.001868992,0.00024814875,0.00056523224,0.00018800379,0.00046498186],"category_scores_gemma":[0.00012558769,0.00021751485,0.0002263504,0.00014419282,0.0019101491,0.00035627835,0.00032922227,0.0001911785,0.000010201508],"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":[0.0005826462,0.000099763485,0.000822323,0.00054550095,0.0007537625,0.00025259092,0.15588793,0.00005694304,0.000029441855,0.7921976,0.0021259417,0.046645574],"study_design_scores_gemma":[0.00037299612,0.00075871934,0.005336249,0.00089737837,0.00016819705,0.00006957144,0.8520828,0.0000049715327,0.00027454007,0.08904747,0.05004639,0.00094074773],"about_ca_topic_score_codex":0.0021159516,"about_ca_topic_score_gemma":0.0057284385,"teacher_disagreement_score":0.7031501,"about_ca_system_score_codex":0.00045627396,"about_ca_system_score_gemma":0.00052795064,"threshold_uncertainty_score":0.9994304},"labels":[],"label_agreement":null},{"id":"W2886811551","doi":"","title":"Size Matters. Why We Should Be Adding a Size Component to Hurricane Scales","year":2017,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Component (thermodynamics); Scale (ratio); Hurricane katrina; Environmental science; Computer science; Geography; Meteorology; Natural disaster; Cartography; Physics","score_opus":0.055258099914557525,"score_gpt":0.3454427000125692,"score_spread":0.29018460009801167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886811551","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":[0.07952898,0.000022911732,0.00020624735,0.30997497,0.0005525553,0.00038488928,0.0000043528526,0.00013334226,0.6091917],"genre_scores_gemma":[0.9074861,0.00004411743,0.0012852871,0.013387225,0.0001843837,0.000016328413,4.0453e-7,0.000008739805,0.077587426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860066,0.000058266673,0.00014534408,0.00028322262,0.0005077888,0.00040468754],"domain_scores_gemma":[0.99907875,0.00021766225,0.00008046,0.00038593423,0.000031765445,0.00020543595],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003567099,0.00011443583,0.00015497042,0.000033893546,0.0010054084,0.00065143866,0.00097455736,0.000044391756,0.0015362417],"category_scores_gemma":[0.00027618677,0.00009365978,0.0000665741,0.00009405629,0.0003616944,0.00035624477,0.00035718724,0.0000662423,0.00024957935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003071994,0.00015706282,0.010404924,0.000035829136,0.00004184565,0.00002896077,0.012893896,0.000013036683,0.0018472027,0.051293384,0.9033998,0.019853324],"study_design_scores_gemma":[0.00022196486,0.00003272807,0.021625917,0.000065134045,0.000016416847,2.5230554e-7,0.013269396,0.000025201205,0.00007944047,0.0008065007,0.96358305,0.00027397607],"about_ca_topic_score_codex":0.0037898421,"about_ca_topic_score_gemma":0.0070970054,"teacher_disagreement_score":0.8279571,"about_ca_system_score_codex":0.000044515793,"about_ca_system_score_gemma":0.000017249811,"threshold_uncertainty_score":0.9993765},"labels":[],"label_agreement":null},{"id":"W2887101575","doi":"10.5055/jem.2007.0004","title":"A framework for consensus, cooperation, and progress: The role of Canada’s Council of the Federation in building a national strategy for emergency management","year":2007,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public administration; Action plan; Emergency management; Government (linguistics); Plan (archaeology); Process (computing); Political science; Action (physics); Business; Public relations; Process management; Management; Computer science; Law; Economics","score_opus":0.047147012782181134,"score_gpt":0.34071497145332935,"score_spread":0.2935679586711482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887101575","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":[0.7238635,0.008709471,0.08784382,0.023977134,0.0084772315,0.012922082,0.00006161395,0.000024017176,0.13412113],"genre_scores_gemma":[0.9942165,0.0005078355,0.003349615,0.000038234477,0.00013469237,0.00003591372,6.155679e-7,0.0000069850344,0.0017096256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977259,0.00006996531,0.00080743554,0.000129978,0.0010248319,0.0002418573],"domain_scores_gemma":[0.9983599,0.00008618668,0.0005990294,0.00010322882,0.0008109934,0.000040628118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003454083,0.000098951205,0.00015036206,0.000084618,0.00039503997,0.000024854886,0.00034367884,0.000036037593,0.00004110468],"category_scores_gemma":[0.00021145129,0.00006643937,0.00008397287,0.00035137153,0.00009131029,0.00010939448,0.00005941936,0.000070175134,5.2132037e-8],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015960477,0.00017621793,0.008376551,0.00027815718,0.00024247142,0.0000017291486,0.0038811443,0.0023380658,0.00006997662,0.9624069,0.011529307,0.01053993],"study_design_scores_gemma":[0.0024667222,0.0004654547,0.14582466,0.00066687696,0.0004794009,0.000001933949,0.120699175,0.0032980335,0.00040310214,0.3178036,0.40732145,0.00056958303],"about_ca_topic_score_codex":0.002080567,"about_ca_topic_score_gemma":0.12695529,"teacher_disagreement_score":0.64460325,"about_ca_system_score_codex":0.00025733138,"about_ca_system_score_gemma":0.00048313622,"threshold_uncertainty_score":0.8889755},"labels":[],"label_agreement":null},{"id":"W2887268366","doi":"","title":"Disaster Social Science Research in Canada","year":2018,"lang":"en","type":"article","venue":"XIX ISA World Congress of Sociology (July 15-21, 2018)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disaster research; Political science; Geography","score_opus":0.06140463622914342,"score_gpt":0.38106104192596085,"score_spread":0.3196564056968174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887268366","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":[0.6113147,0.00013973692,0.0000035533415,0.004565183,0.0021839582,0.0003787756,0.00001450764,0.00002889142,0.3813707],"genre_scores_gemma":[0.977787,0.000027496824,0.0000517309,0.0005199124,0.0006896456,0.000030309626,0.000002859716,0.000014551406,0.020876465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954574,0.00067487184,0.0004809266,0.0006549423,0.001302324,0.0014295037],"domain_scores_gemma":[0.9982856,0.00039740567,0.00020978741,0.0003965624,0.0005099725,0.0002007033],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0032325417,0.0001987947,0.00039850688,0.0005546612,0.0017454575,0.000119102595,0.0019249942,0.00013951861,0.00083047926],"category_scores_gemma":[0.00027257795,0.000185511,0.00007099722,0.0016107736,0.023606472,0.00049413345,0.0005955326,0.00048489514,0.00020505926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021681417,0.0003181712,0.20318651,0.0001071309,0.00010071227,0.00007424026,0.10107131,0.0000039747156,0.001135863,0.2498501,0.4196369,0.024298267],"study_design_scores_gemma":[0.00211963,0.0002988786,0.33399752,0.00023978372,0.00004699675,0.0000015472093,0.10077142,0.000106263375,0.0009542996,0.0370251,0.523191,0.0012475958],"about_ca_topic_score_codex":0.40660462,"about_ca_topic_score_gemma":0.9130086,"teacher_disagreement_score":0.5064039,"about_ca_system_score_codex":0.00072086643,"about_ca_system_score_gemma":0.0032378342,"threshold_uncertainty_score":0.99955416},"labels":[],"label_agreement":null},{"id":"W2887932446","doi":"10.5055/jem.2011.0043","title":"Applying a framework for defining emergency management scenarios","year":2011,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Scenario planning; Context (archaeology); Set (abstract data type); Risk analysis (engineering); Scenario analysis; Emergency management; Process management; Data science; Operations research; Management science; Engineering; Business","score_opus":0.06980753446293347,"score_gpt":0.3466054493520443,"score_spread":0.2767979148891108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887932446","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011496435,0.0018034921,0.1916606,0.0008101903,0.0145095885,0.0033649926,0.0000063260527,0.00011637792,0.776232],"genre_scores_gemma":[0.6612177,0.027840478,0.26463532,0.00039292,0.0016693686,0.0009518887,0.000005409535,0.00013216624,0.04315478],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99676573,0.000116054376,0.0011011364,0.000345549,0.0009484008,0.000723133],"domain_scores_gemma":[0.9984104,0.000030981835,0.00076675747,0.0003478806,0.00021491021,0.00022903986],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017855496,0.00025783424,0.0003229563,0.00046878963,0.00065848406,0.000049721966,0.0011684451,0.00009137166,0.002073923],"category_scores_gemma":[0.00008309296,0.00023766335,0.00042800128,0.0007463327,0.00007007405,0.00053734676,0.00025539863,0.00019838288,0.00025910846],"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":[0.00014505065,0.00048003023,0.0057943366,0.0004248751,0.0007597285,0.00008963624,0.012075486,0.000094440366,0.000005425344,0.8466118,0.048715483,0.08480373],"study_design_scores_gemma":[0.0009355279,0.00033967107,0.00805099,0.0004323849,0.0008189381,0.0000017536037,0.062300157,0.00009328942,0.000013874702,0.24173771,0.68454283,0.0007328704],"about_ca_topic_score_codex":0.000047493773,"about_ca_topic_score_gemma":0.00007033522,"teacher_disagreement_score":0.7330772,"about_ca_system_score_codex":0.000104173036,"about_ca_system_score_gemma":0.000024249503,"threshold_uncertainty_score":0.9988383},"labels":[],"label_agreement":null},{"id":"W2888314871","doi":"10.1515/jhsem-2017-0007","title":"Disaster Risk Analysis Part 1: The Importance of Including Rare Events","year":2018,"lang":"en","type":"article","venue":"Journal of Homeland Security and Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Futures studies; Risk analysis (engineering); Risk management; Operationalization; Rare events; Risk assessment; Estimation; Emergency management; Business; Environmental planning; Actuarial science; Computer science; Geography; Engineering; Computer security; Economics; Statistics; Economic growth; Mathematics","score_opus":0.020556708176192373,"score_gpt":0.3079002644137296,"score_spread":0.2873435562375372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888314871","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":[0.9622202,0.0007611207,0.0003336434,0.0006332143,0.0006765681,0.00014302986,0.0000049159307,0.000004724323,0.03522258],"genre_scores_gemma":[0.98988855,0.008451748,0.00004476172,0.000029151575,0.00029618424,0.0000019227843,8.7157156e-7,0.0000035839573,0.0012832552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984064,0.00018944296,0.00051044574,0.00013647694,0.0005425326,0.00021469979],"domain_scores_gemma":[0.9990501,0.000028262843,0.000546211,0.00017428694,0.00012042119,0.00008073186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015831436,0.00009720766,0.00023591431,0.0001857278,0.00047413475,0.000029079178,0.00038811614,0.000032822896,0.00068852905],"category_scores_gemma":[0.000041340576,0.000060994178,0.0001794607,0.000707354,0.00020630534,0.00026526352,0.0001664219,0.000105041145,0.0000042515544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081695216,0.00015785631,0.93117964,0.00007622978,0.0015393894,0.000011941751,0.04548383,0.00002750758,0.0000015985283,0.008313342,0.008026904,0.0051000416],"study_design_scores_gemma":[0.0010940975,0.00043308685,0.57889926,0.0001446066,0.0036360445,0.0000017829925,0.12419285,0.00034372025,0.000014181015,0.04633651,0.24446343,0.00044040542],"about_ca_topic_score_codex":0.00008999554,"about_ca_topic_score_gemma":0.0019127087,"teacher_disagreement_score":0.35228038,"about_ca_system_score_codex":0.000017826193,"about_ca_system_score_gemma":0.000010195483,"threshold_uncertainty_score":0.753891},"labels":[],"label_agreement":null},{"id":"W2888508058","doi":"10.1080/19475705.2018.1480535","title":"Challenges for reconstruction after <i>M<sub>w</sub></i>7.8 Gorkha earthquake: a study on a devastated area of Nepal","year":2018,"lang":"en","type":"article","venue":"Geomatics Natural Hazards and Risk","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Bureaucracy; Livelihood; Government (linguistics); Politics; Political science; Hydropower; Corporate governance; Economic growth; Public administration; Public relations; Business; Geography; Engineering; Economics; Finance; Law; Agriculture","score_opus":0.0189675315886217,"score_gpt":0.2820620043618173,"score_spread":0.2630944727731956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888508058","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":[0.9955996,0.00043049039,0.00008345025,0.00018090646,0.0005653508,0.000665875,0.000015072517,0.000036667963,0.002422583],"genre_scores_gemma":[0.99834913,0.0008404497,0.00039952298,0.000022457243,0.00017703311,0.000031141342,0.0000016308272,0.000008025555,0.00017061953],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988661,0.00011858695,0.0002279602,0.00023795415,0.00029430984,0.00025508847],"domain_scores_gemma":[0.99933755,0.0001399498,0.00015441391,0.00014894872,0.00015369682,0.000065457876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053004327,0.00012466036,0.00018632738,0.00009317912,0.0003376275,0.00006105757,0.00011787284,0.000067449706,0.000007627575],"category_scores_gemma":[0.00014555114,0.000093156414,0.00006137466,0.00016450166,0.00036790885,0.00014209749,0.0000457495,0.00009416766,0.000006748207],"study_design_candidate":"design_other","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":[0.00025404248,0.00016583684,0.010281843,0.000057775316,0.00009415555,0.0000024358114,0.023269057,0.000001904418,0.00008456634,0.0006741108,0.000216638,0.96489763],"study_design_scores_gemma":[0.0034264172,0.003549919,0.86363065,0.00045902302,0.00045304155,0.00000586639,0.10524126,0.0037341348,0.0013317826,0.012365307,0.00495429,0.00084828027],"about_ca_topic_score_codex":0.00007513493,"about_ca_topic_score_gemma":0.0040519647,"teacher_disagreement_score":0.96404934,"about_ca_system_score_codex":0.00001509642,"about_ca_system_score_gemma":0.00003846226,"threshold_uncertainty_score":0.37988085},"labels":[],"label_agreement":null},{"id":"W2888995520","doi":"10.14745/ccdr.v40i16a03","title":"The impact of super typhoon Yolanda on the routine immunization program in the Philippines","year":2014,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Typhoon; Immunization; Geography; Medicine; Meteorology; Immunology; Antibody","score_opus":0.016638012246463985,"score_gpt":0.31226345199896055,"score_spread":0.29562543975249655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888995520","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":[0.899988,0.00045829962,0.0000031832476,0.010286477,0.00011329548,0.00074137753,0.0000040695786,0.000020742835,0.088384554],"genre_scores_gemma":[0.9984424,0.00017355783,0.0000025150662,0.00017126437,0.000035901554,0.000053959,0.000019251012,0.0000058401174,0.0010952704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982449,0.0006763303,0.0002439585,0.00010059946,0.0004933526,0.00024086327],"domain_scores_gemma":[0.99809325,0.00047313995,0.00013809987,0.0011386098,0.00009150346,0.00006539274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017988848,0.00008840753,0.000105810315,0.000019193341,0.00091492146,0.0000877685,0.0011190177,0.000018720883,0.000038601196],"category_scores_gemma":[0.0008942103,0.00003871714,0.00006884926,0.00038535337,0.00032604754,0.000072279225,0.000111982234,0.00013147396,9.278605e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029115425,0.0010342578,0.75647634,0.000058885624,0.0001989086,0.00013222915,0.010901104,0.00311329,0.00002481852,0.093079425,0.088400155,0.04628943],"study_design_scores_gemma":[0.0002920971,0.00009621898,0.64786667,0.0001024925,0.000044169603,0.000002015943,0.016947037,0.001931358,0.000004285667,0.0023779059,0.3301275,0.00020826496],"about_ca_topic_score_codex":0.49879444,"about_ca_topic_score_gemma":0.617759,"teacher_disagreement_score":0.24172734,"about_ca_system_score_codex":0.00011758482,"about_ca_system_score_gemma":0.0007963736,"threshold_uncertainty_score":0.70369285},"labels":[],"label_agreement":null},{"id":"W2890018267","doi":"10.1785/0220180258","title":"Earthquake Myths and False Information: How to Respond While Avoiding a Mud Fight","year":2018,"lang":"en","type":"article","venue":"Seismological Research Letters","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":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Mythology; Geology; Seismology; Forensic engineering; Computer security; Mining engineering; Computer science; Engineering; History","score_opus":0.08262818011639206,"score_gpt":0.3660478718384846,"score_spread":0.2834196917220925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890018267","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":[0.7265312,0.00002030886,0.001152705,0.2247991,0.00015696662,0.0004784725,0.0000035094517,0.00006725366,0.04679045],"genre_scores_gemma":[0.97535735,0.000026607164,0.00042331882,0.016058004,0.0003983673,0.000033793072,0.0000024748635,0.000004144153,0.007695909],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970154,0.0008232133,0.00013850087,0.00027245845,0.0009930243,0.0007573818],"domain_scores_gemma":[0.99869984,0.0005834151,0.0000310021,0.0001993282,0.00015910823,0.0003272962],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003528371,0.00009672555,0.000119454766,0.00027981072,0.0013867229,0.00072420464,0.00047601404,0.00008572759,0.00036315972],"category_scores_gemma":[0.0028042614,0.00007408763,0.00003249607,0.00083290075,0.0012564713,0.00066720136,0.00038728872,0.00032620635,0.0006644947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041919388,0.00008170083,0.0032002209,0.000052864434,0.000037115693,0.0001413325,0.06650278,0.000010933913,0.0029635506,0.08589473,0.64339954,0.19729605],"study_design_scores_gemma":[0.00014700736,0.00021872841,0.007124774,0.000022859824,0.0000017418723,8.9988816e-7,0.009439361,0.000022276461,0.00007156346,0.00085748325,0.9819715,0.000121797166],"about_ca_topic_score_codex":0.00018399206,"about_ca_topic_score_gemma":0.000073060924,"teacher_disagreement_score":0.338572,"about_ca_system_score_codex":0.00006195397,"about_ca_system_score_gemma":0.000050109436,"threshold_uncertainty_score":0.99991333},"labels":[],"label_agreement":null},{"id":"W2891541808","doi":"10.24203/ajet.v6i3.5385","title":"Adopting a Preparatory Strategy to Respond to Water Security Issues Arising from Geo-Hazards","year":2018,"lang":"en","type":"article","venue":"Asian Journal of Engineering and Technology","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":"University of Guelph","funders":"","keywords":"Hazard; Population; Human settlement; Biological hazard; Physical hazard; Environmental planning; Risk analysis (engineering); Forensic engineering; Engineering; Computer security; Environmental resource management; Environmental science; Computer science; Business; Waste management; Environmental health","score_opus":0.006727433804202035,"score_gpt":0.27679364175260485,"score_spread":0.2700662079484028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891541808","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":[0.99143744,0.00021897709,0.0017787879,0.00385169,0.00027430244,0.00007204526,8.001185e-7,0.000060238173,0.0023057093],"genre_scores_gemma":[0.99525166,0.000010841622,0.004187036,0.000037022794,0.00032186887,0.0000012929943,1.1867282e-7,0.0000070019587,0.00018315185],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924475,0.000022957813,0.0001878438,0.00012878893,0.00014948474,0.00026618745],"domain_scores_gemma":[0.99962246,0.00001320187,0.000042955813,0.00010398511,0.00009842259,0.00011895882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003970316,0.00008115366,0.00014752694,0.00034963063,0.00013064497,0.00007915999,0.00024710386,0.0000914781,0.000029593888],"category_scores_gemma":[0.00014968604,0.00006511234,0.00002127653,0.00028428852,0.000098312514,0.00014087459,0.0000855481,0.00014734114,0.000015201452],"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":[0.00032074764,0.00020744304,0.008974288,0.00009536392,0.000641334,0.00060355436,0.284238,0.002002938,0.09416656,0.04585513,0.009279457,0.55361515],"study_design_scores_gemma":[0.00065321097,0.0023341428,0.0037526062,0.00061118265,0.000104790226,0.000039909075,0.053777546,0.00035957678,0.019817242,0.009324583,0.9085171,0.0007080717],"about_ca_topic_score_codex":0.000037464084,"about_ca_topic_score_gemma":0.00007901054,"teacher_disagreement_score":0.8992377,"about_ca_system_score_codex":0.000025019635,"about_ca_system_score_gemma":0.000027191742,"threshold_uncertainty_score":0.26552042},"labels":[],"label_agreement":null},{"id":"W2891706050","doi":"10.2172/1469782","title":"Urban Dispersion Virtual Workshop: Designing the Next Generation Urban Dispersion Field Programs","year":2018,"lang":"en","type":"report","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Urban design; Field (mathematics); Computer science; Process (computing); Urban planning; Data science; Geography; Engineering; Civil engineering","score_opus":0.1094119721694607,"score_gpt":0.33154145242712085,"score_spread":0.22212948025766016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891706050","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018217176,0.0016346085,0.007813679,0.004183606,0.008914235,0.0025405777,0.0000024248143,0.00041349692,0.9562802],"genre_scores_gemma":[0.4296544,0.0025175475,0.00032770008,0.00045714498,0.0094259,0.0000832299,0.0001429144,0.000047661582,0.5573435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961272,0.00031298376,0.000406039,0.0006714581,0.001867884,0.0006144514],"domain_scores_gemma":[0.99856657,0.0001860397,0.00029338108,0.000520595,0.00026975418,0.00016366465],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017384373,0.00033489487,0.0002888528,0.000119717544,0.001730156,0.0011039217,0.0009389518,0.00046826198,0.0010324897],"category_scores_gemma":[0.0004007888,0.00021063612,0.0002500149,0.0004929706,0.0005444595,0.00057436305,0.000301988,0.00037695948,0.00017246278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013088717,0.000076168624,0.0018360197,0.000022303066,0.00004520711,0.0000059205813,0.009105928,0.000002601436,0.00007420456,0.0017299298,0.8666538,0.12043485],"study_design_scores_gemma":[0.00010595117,0.00019535371,0.00008063909,0.0002541012,0.000120247554,9.244798e-7,0.02198072,0.00052068155,0.00005665576,0.00002974844,0.97622687,0.00042808906],"about_ca_topic_score_codex":0.0020507376,"about_ca_topic_score_gemma":0.00401043,"teacher_disagreement_score":0.4114372,"about_ca_system_score_codex":0.00026603427,"about_ca_system_score_gemma":0.0004277012,"threshold_uncertainty_score":0.999933},"labels":[],"label_agreement":null},{"id":"W2893569697","doi":"10.17645/pag.v6i3.1432","title":"Applying a Typology of Governance Modes to Climate Change Adaptation","year":2018,"lang":"en","type":"article","venue":"Politics and Governance","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Typology; Corporate governance; Adaptation (eye); Hierarchy; Scholarship; CLARITY; Political science; Government (linguistics); Public administration; Multi-level governance; Civil society; Network governance; Public relations; Economic system; Sociology; Economics; Management; Politics","score_opus":0.043569585014570006,"score_gpt":0.3134250696513194,"score_spread":0.26985548463674935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893569697","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":[0.6892755,0.00060823874,0.0006892103,0.0038795134,0.00045249137,0.0006697551,0.00008334728,0.000037264916,0.3043047],"genre_scores_gemma":[0.9962534,0.00089924136,0.00065527315,0.00062842935,0.0002521581,0.00003886269,3.7003056e-7,0.000004554914,0.0012677652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923784,0.000022482298,0.000104997715,0.00013965272,0.0001865289,0.0003085062],"domain_scores_gemma":[0.9996625,0.000028896471,0.00009835199,0.00008968832,0.000054149503,0.00006639183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014741486,0.000056709054,0.000090627516,0.000011828859,0.0001959687,0.000023400715,0.00013229759,0.000029574545,0.000022686965],"category_scores_gemma":[0.00007117111,0.000054969245,0.000015720176,0.00011527685,0.00028037766,0.00014355242,0.000081275866,0.000025448004,0.000018341727],"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":[0.000006327258,0.000012358572,0.0027387282,0.000019126843,0.0000026124853,5.1152887e-7,0.0062060873,0.0000014989682,0.000042612723,0.9743806,0.00022185533,0.016367693],"study_design_scores_gemma":[0.0006192874,0.00040857296,0.3639823,0.00036662136,0.000042378488,0.0000011569208,0.015996095,0.0028528844,0.00058651617,0.036856472,0.57771915,0.00056854804],"about_ca_topic_score_codex":0.0041709803,"about_ca_topic_score_gemma":0.0035405937,"teacher_disagreement_score":0.93752414,"about_ca_system_score_codex":0.000025375182,"about_ca_system_score_gemma":0.000018163617,"threshold_uncertainty_score":0.63053024},"labels":[],"label_agreement":null},{"id":"W2893877584","doi":"10.1142/s2345737618500136","title":"Engaging Vulnerable Populations in Multi-Level Stakeholder Collaborative Urban Adaptation Planning for Extreme Events and Climate Risks — A Case Study of East Boston USA","year":2018,"lang":"en","type":"article","venue":"Journal of Extreme Events","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Adaptation (eye); Stakeholder; Environmental planning; Stakeholder engagement; Environmental resource management; Collaborative governance; Urban planning; Climate change adaptation; Urban resilience; Business; Corporate governance; Process (computing); Geography; Climate change; Political science; Public relations; Engineering; Computer science; Psychology; Civil engineering; Ecology","score_opus":0.5718255064673161,"score_gpt":0.44371400780241105,"score_spread":0.12811149866490507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893877584","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":[0.99543345,0.00013204792,0.0030390536,0.000054010186,0.00038389434,0.0006577659,0.000015537116,0.0000046116365,0.00027963443],"genre_scores_gemma":[0.9962856,0.000015887725,0.0031065922,0.000013464106,0.00011619109,0.000011772097,0.0000014996192,0.000010294982,0.00043869196],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9980549,0.00044906142,0.00059195724,0.00017819865,0.0004450122,0.00028083657],"domain_scores_gemma":[0.9986298,0.000105003695,0.0006843474,0.00009091045,0.00039445754,0.00009548987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018722701,0.00012247951,0.00024415768,0.0003013824,0.000660392,0.00004888569,0.00016033804,0.000047047557,0.000021980135],"category_scores_gemma":[0.00029420474,0.00011122192,0.00004154843,0.00042605758,0.000076406,0.00076146354,0.000049325874,0.00015644712,8.719432e-7],"study_design_candidate":"observational","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":[0.0002029245,0.00089167984,0.8030996,0.000028706214,0.0000624179,0.000100152436,0.18925089,0.0011240961,0.000186698,0.00011157951,0.00015621947,0.004785095],"study_design_scores_gemma":[0.004988301,0.00072708674,0.43487412,0.0004576207,0.00012106476,0.000020974676,0.5517239,0.0062569617,0.000014868686,0.00021911574,0.00036414526,0.00023180916],"about_ca_topic_score_codex":0.0010025675,"about_ca_topic_score_gemma":0.015535816,"teacher_disagreement_score":0.36822543,"about_ca_system_score_codex":0.00007895242,"about_ca_system_score_gemma":0.00008958527,"threshold_uncertainty_score":0.86693496},"labels":[],"label_agreement":null},{"id":"W2894671546","doi":"10.3390/ijerph15102181","title":"Exploring the Emerging Evolution Trends of Urban Resilience Research by Scientometric Analysis","year":2018,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Resilience (materials science); Urban resilience; Geography; Exploratory research; Socio-ecological system; Urban planning; Environmental resource management; Environmental planning; Regional science; Sociology; Computer science; Social science; Engineering; Environmental science; Civil engineering; Resource (disambiguation)","score_opus":0.36331300187460247,"score_gpt":0.5188475861822807,"score_spread":0.1555345843076782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894671546","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048308275,0.9877148,0.0001186984,0.0028861288,0.00048835896,0.00026927615,0.000062062674,0.00000401655,0.0036257792],"genre_scores_gemma":[0.095765635,0.9011221,0.000025476093,0.000011930919,0.0004534422,0.000014819706,0.000014371314,0.000009423794,0.0025828164],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893708,0.0026168437,0.00090312015,0.00034521034,0.005940979,0.0008230192],"domain_scores_gemma":[0.99713254,0.0010606886,0.00067169155,0.00024759074,0.00038348092,0.0005039891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025414847,0.00014133962,0.0005365126,0.008222796,0.0009891258,0.00041992086,0.0021844353,0.00006785993,0.0002498073],"category_scores_gemma":[0.0011770008,0.00009527568,0.00026874157,0.008456018,0.0026886314,0.0008894802,0.00056722807,0.0008299059,0.000013048919],"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":[0.000010072647,0.0002972412,0.0009878573,0.00014632678,0.00038103992,0.0000045418838,0.002464784,5.507222e-7,7.760506e-7,0.0016840574,0.0063702017,0.98765254],"study_design_scores_gemma":[0.00009549964,0.0002736649,0.001988874,0.00053619384,0.000036801495,0.0000032282933,0.007365065,0.000008006706,2.00778e-7,0.000113828166,0.98950225,0.00007641322],"about_ca_topic_score_codex":0.00083180517,"about_ca_topic_score_gemma":0.00018111696,"teacher_disagreement_score":0.9875761,"about_ca_system_score_codex":0.0015286271,"about_ca_system_score_gemma":0.0009498517,"threshold_uncertainty_score":0.9906374},"labels":[],"label_agreement":null},{"id":"W2896658005","doi":"10.5751/es-10447-230402","title":"Value-based scenario planning: exploring multifaceted values in natural disaster planning and management","year":2018,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Parks Victoria; Department of Environment, Land, Water and Planning, State Government of Victoria","keywords":"Value (mathematics); Natural disaster; Scenario planning; Environmental resource management; Emergency management; Disaster planning; Ecological planning; Natural (archaeology); Environmental planning; Geography; Computer science; Business; Political science; Environmental science; Poison control; Human factors and ergonomics; Archaeology","score_opus":0.04006734662164156,"score_gpt":0.3131754716333428,"score_spread":0.27310812501170123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896658005","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":[0.98886967,0.00022188076,0.00009017775,0.0005838776,0.00047960435,0.00023016619,4.1169017e-7,0.000048604255,0.009475633],"genre_scores_gemma":[0.9963215,0.00007079436,0.0012148232,0.00062771695,0.00011774243,0.000026000394,0.0000019515298,0.0000058237392,0.0016136399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897754,0.0001122144,0.00013014571,0.00028667925,0.00013370792,0.00035973015],"domain_scores_gemma":[0.9996932,0.00010617989,0.00004297822,0.000079745776,0.000016200947,0.000061666906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052391546,0.000106122636,0.00013226467,0.00004869258,0.00066592346,0.000076500415,0.00012809296,0.000086477085,0.000023026616],"category_scores_gemma":[0.000022804255,0.00009716986,0.000035636902,0.00014520843,0.00079822,0.0002481175,0.00012271915,0.00013256853,0.0000065064173],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049165283,0.00007613836,0.72439945,0.00007998967,0.00007193325,0.000027018279,0.26494324,0.00016173541,0.000045537407,0.0048819818,0.0022354901,0.0030283104],"study_design_scores_gemma":[0.0009244847,0.00007098438,0.8929717,0.00009033497,0.000022794136,3.419036e-7,0.09403804,0.003979639,0.000016086176,0.00057844585,0.007103727,0.0002034342],"about_ca_topic_score_codex":0.00006611293,"about_ca_topic_score_gemma":0.00013301268,"teacher_disagreement_score":0.1709052,"about_ca_system_score_codex":0.00004336429,"about_ca_system_score_gemma":0.000017094233,"threshold_uncertainty_score":0.5121812},"labels":[],"label_agreement":null},{"id":"W2897513052","doi":"10.1080/14634988.2018.1529433","title":"Remedies for improving Great Lakes Remedial Action Plans: A Policy Delphi study","year":2018,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Disaster Management and Resilience","field":"Social Sciences","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","funders":"","keywords":"Remedial action; Remedial education; Context (archaeology); Operationalization; Action plan; Delphi method; Action (physics); Corporate governance; Government (linguistics); Political science; Environmental planning; Management; Geography; Computer science; Law; Economics","score_opus":0.059584659075629,"score_gpt":0.38215125860948085,"score_spread":0.32256659953385186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897513052","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":[0.71064633,0.00063666975,0.021456605,0.053307943,0.013184878,0.039378654,0.000045508135,0.0015369531,0.15980643],"genre_scores_gemma":[0.9905712,0.00026451235,0.0006234505,0.0005713149,0.0021100086,0.0005868497,0.000007867947,0.000025330091,0.0052394513],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9967192,0.00042904456,0.00066736125,0.00056143873,0.0007786505,0.00084432075],"domain_scores_gemma":[0.9986979,0.0001614102,0.0003946762,0.0004361059,0.000086889035,0.00022303808],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033713412,0.00021608925,0.00034600653,0.00037917792,0.0013707234,0.00018210777,0.000517049,0.00005538342,0.000030398221],"category_scores_gemma":[0.00022501858,0.00019606062,0.00007888047,0.00048416224,0.00011670351,0.00034942542,0.00014818778,0.00006830064,0.00015046036],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023955677,0.00067539193,0.008202083,0.003728602,0.00035015098,0.000016897315,0.11252276,0.000010294308,0.000008252679,0.06981333,0.01743363,0.78699905],"study_design_scores_gemma":[0.0043660407,0.0033105318,0.018026745,0.0008312696,0.00032830445,0.0000018849997,0.5597206,0.0045392322,0.0000098776645,0.0069385585,0.40091842,0.001008558],"about_ca_topic_score_codex":0.004006703,"about_ca_topic_score_gemma":0.3908961,"teacher_disagreement_score":0.7859905,"about_ca_system_score_codex":0.0005378357,"about_ca_system_score_gemma":0.00020207858,"threshold_uncertainty_score":0.99992937},"labels":[],"label_agreement":null},{"id":"W2897707364","doi":"10.1093/geronb/gby126","title":"Housing Transitions and Recovery of Older Adults Following Hurricane Sandy","year":2018,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; State of New Jersey Department of Health","keywords":"Psychology; Environmental science","score_opus":0.026222028990863754,"score_gpt":0.3201469243901233,"score_spread":0.2939248953992596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897707364","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":[0.9760906,0.000909225,0.00040364804,0.00547454,0.0002912026,0.00010473739,0.000001600944,0.000009313787,0.016715148],"genre_scores_gemma":[0.9987617,0.0003992874,0.00019705342,0.00012460533,0.00009256819,0.0000012654236,1.710386e-7,0.0000033902777,0.00041994473],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992268,0.000162005,0.00020370366,0.00008037717,0.000155992,0.00017110357],"domain_scores_gemma":[0.99956477,0.000074941316,0.0001583706,0.00010028749,0.0000661716,0.000035449502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056628155,0.000055180608,0.00016917501,0.000050944356,0.00039716993,0.000019861853,0.00017949846,0.000043493812,0.00013386166],"category_scores_gemma":[0.000060829807,0.00003884872,0.000059042894,0.00012821649,0.0011074138,0.00031001825,0.000028905784,0.00005679232,0.0000011249762],"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":[0.0020136489,0.0005539454,0.05067143,0.00025761873,0.0010863852,0.000055676952,0.7187697,0.000033607466,0.012596781,0.024996487,0.008825679,0.18013902],"study_design_scores_gemma":[0.0028913051,0.001922009,0.36053938,0.0017297835,0.0007158649,0.00006772214,0.5912399,0.000042589076,0.0040294477,0.024361027,0.011755701,0.0007052518],"about_ca_topic_score_codex":0.0004015728,"about_ca_topic_score_gemma":0.0045885993,"teacher_disagreement_score":0.30986795,"about_ca_system_score_codex":0.000007687137,"about_ca_system_score_gemma":0.000025045018,"threshold_uncertainty_score":0.40803126},"labels":[],"label_agreement":null},{"id":"W2898376655","doi":"10.1111/risa.13223","title":"Theoretical Matters: On the Need for Hazard and Disaster Theory Developed Through Interdisciplinary Research and Collaboration","year":2018,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SAIT Polytechnic","funders":"National Science Foundation","keywords":"Disaster research; Hazard; Scale (ratio); Discipline; Management science; Risk analysis (engineering); Engineering ethics; Computer science; Sociology; Engineering; Business; Social science; Geography; Management; Economics; Ecology","score_opus":0.04658072987714691,"score_gpt":0.4122775011636921,"score_spread":0.3656967712865452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898376655","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":[0.92048997,0.00005971848,0.008577677,0.032856774,0.00007613346,0.000497189,0.000012152917,0.00002233427,0.03740804],"genre_scores_gemma":[0.9966858,0.00010563017,0.00031222386,0.00040604794,0.00013958123,0.000036314457,0.0000034395896,0.000005580957,0.002305366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984508,0.0006151842,0.00012854792,0.00026060344,0.00030788706,0.00023695943],"domain_scores_gemma":[0.99860066,0.0009511679,0.000048477286,0.00018509915,0.00016687888,0.00004768644],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025088093,0.0000765351,0.00012728952,0.00013223158,0.0014485447,0.00035670784,0.0002026903,0.0000456806,0.0002585962],"category_scores_gemma":[0.00024191,0.000045332046,0.000043144242,0.001070425,0.0025985993,0.00018576298,0.0002237341,0.00008100067,0.000023341487],"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":[0.00016513842,0.00003215536,0.0037539487,0.0000052734763,0.00023458716,4.5629722e-7,0.0773807,0.0000017647985,0.000011092577,0.9096435,0.004857836,0.0039135665],"study_design_scores_gemma":[0.00023109012,0.00022010811,0.0075931465,0.000023461653,0.00045376836,8.2962025e-8,0.26109472,0.0017494356,0.000052013092,0.7207389,0.0076884623,0.00015481022],"about_ca_topic_score_codex":0.000043228712,"about_ca_topic_score_gemma":0.0016131548,"teacher_disagreement_score":0.18890458,"about_ca_system_score_codex":0.000024880948,"about_ca_system_score_gemma":0.000024445091,"threshold_uncertainty_score":0.9998514},"labels":[],"label_agreement":null},{"id":"W2900189562","doi":"10.1111/1745-5871.12314","title":"The natural hazard sector's engagement with Indigenous peoples: a critical review of CANZUS countries","year":2018,"lang":"en","type":"review","venue":"Geographical Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Pan American Health Organization; Public Safety Canada","keywords":"Aotearoa; Indigenous; Context (archaeology); Government (linguistics); Political science; Inclusion (mineral); Sustainability; Hazard; Traditional knowledge; Environmental ethics; Natural (archaeology); Colonialism; Sociology; Economic growth; Public relations; Geography; Social science; Ecology; Law","score_opus":0.10880178340341011,"score_gpt":0.45729907678662135,"score_spread":0.3484972933832112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900189562","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028894721,0.98554814,0.0000035036587,0.0012158812,0.0003321161,0.002395753,0.00002651802,0.000038832823,0.010410361],"genre_scores_gemma":[0.0002495818,0.99715453,0.000027843953,0.00009739246,0.00039337753,0.0003979428,0.000016814869,0.000029173467,0.001633328],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98935497,0.0038419296,0.0006846219,0.00063643564,0.0040015173,0.0014805341],"domain_scores_gemma":[0.9908389,0.006652363,0.0001928676,0.0007894416,0.001224381,0.000302037],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.012432411,0.00032797217,0.0010683712,0.00041593064,0.0027759515,0.00045932847,0.002283099,0.0002408008,0.0002996028],"category_scores_gemma":[0.0048912386,0.00017234933,0.00045139837,0.0031003205,0.008816979,0.00012963818,0.0006017293,0.0015072474,0.00010300706],"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":[0.00006791998,0.0002610237,0.00020390733,0.27949053,0.00067670445,0.00009311628,0.0064577884,1.995327e-8,1.75932e-8,0.10159849,0.03853494,0.5726155],"study_design_scores_gemma":[0.000051248826,0.00019584458,0.000034186265,0.060475264,0.00021079798,0.000002177354,0.0015706794,1.5273717e-7,3.3742978e-8,0.00024513822,0.9370063,0.0002081614],"about_ca_topic_score_codex":0.0013077355,"about_ca_topic_score_gemma":0.010910664,"teacher_disagreement_score":0.89847136,"about_ca_system_score_codex":0.0001440787,"about_ca_system_score_gemma":0.002842048,"threshold_uncertainty_score":0.9985223},"labels":[],"label_agreement":null},{"id":"W2900584507","doi":"10.1093/oso/9780198831990.001.0001","title":"Public Inquiries, Policy Learning, and the Threat of Future Crises","year":2018,"lang":"en","type":"book","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conceptualization; Vulnerability (computing); Scholarship; Policy learning; Resilience (materials science); Political science; Psychological resilience; State (computer science); Public policy; Public relations; Psychology; Social psychology; Law; Computer security; Computer science","score_opus":0.037401895353501934,"score_gpt":0.31613241940192965,"score_spread":0.27873052404842774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900584507","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004989706,0.0012977521,0.000029381461,0.009817468,0.0002728614,0.00025254337,0.0000015735976,0.000045744237,0.9882328],"genre_scores_gemma":[0.0033198637,0.004163775,0.00001816891,0.0002682524,0.002434444,0.000005386021,0.0000054230063,0.000009978901,0.9897747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988429,0.00016540659,0.00015441896,0.00019601543,0.00041405633,0.00022719838],"domain_scores_gemma":[0.9993769,0.0001218804,0.00016491984,0.00016016155,0.00011282358,0.00006331845],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005797017,0.00013301166,0.00022504615,0.000119686905,0.0004786792,0.00019637727,0.00046073127,0.00017166235,0.0009773917],"category_scores_gemma":[0.00020023418,0.00007359893,0.00007239812,0.00015540389,0.007089866,0.00015936155,0.00023982351,0.00015644434,0.000035251556],"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":[0.000006314296,0.0000044084854,0.0001603006,0.000022262311,0.000023878047,2.6043585e-7,0.006957275,2.2264777e-8,3.9786396e-8,0.7492888,0.23655471,0.006981719],"study_design_scores_gemma":[0.00016719327,0.000024653598,0.000045849552,0.000021813483,0.000026241305,1.4269399e-7,0.009310513,8.267325e-7,2.404731e-7,0.032353673,0.9579565,0.00009235661],"about_ca_topic_score_codex":0.0005273761,"about_ca_topic_score_gemma":0.0018095475,"teacher_disagreement_score":0.7214018,"about_ca_system_score_codex":0.000035591194,"about_ca_system_score_gemma":0.00047325267,"threshold_uncertainty_score":0.99993587},"labels":[],"label_agreement":null},{"id":"W2901054206","doi":"10.1111/risa.13244","title":"Interdisciplinary Research as an Iterative Process to Build Disaster Systems Knowledge","year":2018,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SAIT Polytechnic","funders":"National Science Foundation","keywords":"Process (computing); Discipline; Disaster risk reduction; Natural disaster; Computer science; Knowledge management; Engineering ethics; Management science; Data science; Risk analysis (engineering); Engineering; Sociology; Environmental resource management; Geography; Business; Social science; Environmental science","score_opus":0.045894892572235405,"score_gpt":0.4852579191299489,"score_spread":0.43936302655771353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901054206","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":[0.7804316,0.00008055377,0.0012971214,0.00040289588,0.00020076094,0.0003294127,0.000006631954,0.00005300856,0.21719801],"genre_scores_gemma":[0.96413606,0.000018615672,0.000045347835,0.000024655812,0.0006819288,0.00005947283,0.0000059510758,0.000009678133,0.035018273],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969802,0.0010121313,0.00023737208,0.0005435976,0.0007129921,0.00051371125],"domain_scores_gemma":[0.9984824,0.000116995674,0.00007529336,0.00042415934,0.00059666444,0.0003044895],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002180329,0.00012645544,0.0002486945,0.0007838175,0.001602611,0.0005956805,0.00079102896,0.000068133566,0.00040900867],"category_scores_gemma":[0.00016054625,0.00010006529,0.00011807008,0.004588165,0.00062068325,0.0005304865,0.00042158927,0.00015783258,0.0015102775],"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":[0.00010636276,0.00042655016,0.054929346,0.000035768324,0.0007717587,0.000011420246,0.91099167,0.0003614255,0.00002856871,0.012481898,0.0075417534,0.012313454],"study_design_scores_gemma":[0.00029120085,0.00088629365,0.015808288,0.00014821962,0.0010808981,4.1362534e-7,0.8982618,0.014996019,0.0000756321,0.007319234,0.06042878,0.00070325617],"about_ca_topic_score_codex":0.0017999597,"about_ca_topic_score_gemma":0.027487807,"teacher_disagreement_score":0.18370448,"about_ca_system_score_codex":0.00010240434,"about_ca_system_score_gemma":0.000078771125,"threshold_uncertainty_score":0.99969715},"labels":[],"label_agreement":null},{"id":"W2901762285","doi":"10.3897/biss.2.26126","title":"Planning for when Push Comes to Shove: Mitigating Risk; Recovering from Disaster.","year":2018,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk analysis (engineering); Environmental planning; Disaster planning; Business; Computer science; Environmental science; Environmental health; Poison control; Suicide prevention; Medicine","score_opus":0.025729375719881847,"score_gpt":0.26559800747009343,"score_spread":0.23986863175021159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901762285","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":[0.9385543,0.00006530694,0.0049777706,0.0028782666,0.0014789103,0.0007292747,0.00058309874,0.0004014508,0.050331637],"genre_scores_gemma":[0.96367526,0.000032550746,0.02906662,0.0018814553,0.0010742449,0.000019299941,0.000023191707,0.000014348945,0.0042130426],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983357,0.00011319511,0.00021937312,0.0005006446,0.0003272759,0.00050377846],"domain_scores_gemma":[0.9991577,0.00011678343,0.00013441684,0.0002583693,0.00004227157,0.0002904325],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00020381613,0.00019500214,0.0002079104,0.00012880396,0.0024722775,0.00061172305,0.00072771136,0.00011410059,0.0006310482],"category_scores_gemma":[0.00014559107,0.00020849108,0.00011580609,0.00032948007,0.000667671,0.0029355185,0.00040442412,0.000121263496,0.00042575487],"study_design_candidate":"observational","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":[0.00011081361,0.000045243327,0.91732585,0.000024390425,0.00005608326,0.000016134538,0.040111687,0.000022865419,0.00001203769,0.0036313687,0.031912286,0.0067312284],"study_design_scores_gemma":[0.000975464,0.00021956865,0.3753851,0.0003221896,0.000085230604,3.5449574e-7,0.046988804,0.00016450329,0.000307471,0.0019427456,0.57283753,0.00077105215],"about_ca_topic_score_codex":0.0012193149,"about_ca_topic_score_gemma":0.0006259571,"teacher_disagreement_score":0.54194075,"about_ca_system_score_codex":0.00008514857,"about_ca_system_score_gemma":0.00011816866,"threshold_uncertainty_score":0.9988264},"labels":[],"label_agreement":null},{"id":"W2903192238","doi":"10.5194/nhess-19-2465-2019","title":"A global comparison of community-based responses to natural hazards","year":2019,"lang":"en","type":"article","venue":"Natural hazards and earth system sciences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Hazard; Preparedness; Natural hazard; Community resilience; Emergency management; Resilience (materials science); Environmental planning; Psychological intervention; Psychological resilience; Environmental resource management; Geography; Computer science; Political science; Psychology; Ecology; Environmental science; Social psychology; Resource (disambiguation)","score_opus":0.027327914655929805,"score_gpt":0.35166964245340887,"score_spread":0.32434172779747905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903192238","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":[0.96418744,0.00070869504,0.000023705554,0.00096654694,0.0012066645,0.0004537241,0.000018295796,0.00007721644,0.0323577],"genre_scores_gemma":[0.99721414,0.000003966986,0.0005480319,0.0002562174,0.000058853995,0.0000050563926,0.0000024501103,0.0000035037667,0.0019077687],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9971463,0.00069900486,0.0003297325,0.00027409385,0.0010941878,0.00045669184],"domain_scores_gemma":[0.99903595,0.00025936597,0.00016369042,0.00023254618,0.00015439055,0.00015403051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022680163,0.00016263245,0.00036288027,0.00016502893,0.0011140397,0.0002999687,0.0008053214,0.00007648159,0.000023352233],"category_scores_gemma":[0.00010203528,0.00011964502,0.00008776748,0.0011593506,0.0008434699,0.0003680997,0.00016932366,0.00018585374,0.000040120187],"study_design_candidate":"observational","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":[0.0007781931,0.00032469307,0.36989322,0.0012916013,0.00008894208,0.000009982408,0.038752995,0.0009941927,0.0012263656,0.15198873,0.006556727,0.42809436],"study_design_scores_gemma":[0.0023938941,0.0024901691,0.3783337,0.0019507176,0.00010589249,0.000011309437,0.44705316,0.045240875,0.000750599,0.0004485206,0.11949753,0.0017236524],"about_ca_topic_score_codex":0.0024682365,"about_ca_topic_score_gemma":0.002543962,"teacher_disagreement_score":0.4263707,"about_ca_system_score_codex":0.00005039731,"about_ca_system_score_gemma":0.0002979105,"threshold_uncertainty_score":0.85684055},"labels":[],"label_agreement":null},{"id":"W2903902716","doi":"10.1080/23779497.2018.1556112","title":"Psychosocial and behavioural aspects of early incident response: outcomes from an international workshop","year":2018,"lang":"en","type":"article","venue":"Global Security Health Science and Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université de Sherbrooke","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Preparedness; Psychosocial; Emergency management; Terrorism; Incident management; Psychology; Disaster response; Public relations; Disaster planning; Political science; Medicine; Applied psychology; Suicide prevention; Poison control; Medical emergency; Computer security; Computer science; Psychiatry","score_opus":0.04010657584904272,"score_gpt":0.4396869218303477,"score_spread":0.399580345981305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903902716","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":[0.961025,0.000053779728,0.0000051275983,0.02342884,0.0005000524,0.00017081536,0.00004042743,0.000024094596,0.014751841],"genre_scores_gemma":[0.99742264,0.00009843562,0.00007296751,0.0019887816,0.0003481907,0.0000022418558,0.0000013136754,0.0000018865009,0.000063550324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813265,0.000109707595,0.00020781749,0.00031842713,0.0008186884,0.00041274168],"domain_scores_gemma":[0.9991266,0.000035695928,0.00013882332,0.00014558849,0.00017205646,0.00038123422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014559141,0.00008797832,0.00014384983,0.000118714524,0.0008038246,0.00024025331,0.0005392998,0.00005070624,0.00003600991],"category_scores_gemma":[0.00031794526,0.00007916182,0.000020185244,0.00073162216,0.0026475613,0.0008306177,0.00018575112,0.00006428537,0.0000056931603],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013482834,0.00007931453,0.7654297,0.0000041851445,0.00000530872,0.0000012955841,0.04858293,3.9254598e-8,0.0000121356825,0.16436414,0.00042767817,0.020958472],"study_design_scores_gemma":[0.00020916457,0.00014804659,0.97550964,0.000017901375,0.0000028452482,4.632625e-7,0.0037925881,0.000009650117,0.0000035841028,0.016309416,0.0039176755,0.0000790075],"about_ca_topic_score_codex":0.07982313,"about_ca_topic_score_gemma":0.019991435,"teacher_disagreement_score":0.21008,"about_ca_system_score_codex":0.00020886169,"about_ca_system_score_gemma":0.00096782594,"threshold_uncertainty_score":0.9978912},"labels":[],"label_agreement":null},{"id":"W2904794709","doi":"","title":"Bernard MOTULSKY, Jean Bernard GUINDON et Flore TANGUAY-HEBERT (dir.) (2017), Communication des risques météorologiques et climatiques. Québec, Presses de l’Université du Québec","year":2018,"lang":"fr","type":"article","venue":"Communication. Information médias théories pratiques","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.018227380255206954,"score_gpt":0.2884579310718604,"score_spread":0.2702305508166535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904794709","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":[0.11561443,0.072153434,0.006496404,0.26715568,0.0005435539,0.0021057308,0.00016356377,0.0013709622,0.53439623],"genre_scores_gemma":[0.5851473,0.38002387,0.017773334,0.0060233064,0.00025508288,0.00021817572,0.0006515505,0.000058757094,0.00984859],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99296606,0.0037773787,0.0013412489,0.00037215935,0.00076589343,0.0007772776],"domain_scores_gemma":[0.9926486,0.0016619205,0.0014324572,0.0021560392,0.0017991681,0.0003018405],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0037556489,0.00061216386,0.00059015816,0.00031818604,0.0027489774,0.0013577509,0.0034356997,0.0005505233,0.0027189143],"category_scores_gemma":[0.0022189221,0.0006315334,0.00023378592,0.0007103192,0.0051102834,0.012407368,0.0016865797,0.0008263144,0.00049533934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014467326,0.00030129094,0.020205459,0.0002574843,0.0002428037,0.0000019319662,0.31906357,0.00018103408,0.000021973081,0.11351644,0.49775174,0.0483116],"study_design_scores_gemma":[0.00055232074,0.00036727506,0.027291901,0.0006601955,0.00019206126,0.000011416725,0.05831837,0.001690695,0.00036995907,0.009683697,0.90009797,0.00076413347],"about_ca_topic_score_codex":0.2844354,"about_ca_topic_score_gemma":0.5571093,"teacher_disagreement_score":0.52454764,"about_ca_system_score_codex":0.0011645518,"about_ca_system_score_gemma":0.0021663122,"threshold_uncertainty_score":0.9996789},"labels":[],"label_agreement":null},{"id":"W2904865539","doi":"10.1080/17477891.2018.1549970","title":"Assessing community resilience: mapping the community rating system (CRS) against the 6C-4R frameworks","year":2018,"lang":"en","type":"article","venue":"Environmental Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Community resilience; Environmental resource management; Flood myth; Resilience (materials science); Environmental planning; Risk analysis (engineering); Natural hazard; Social capital; Psychological resilience; Business; Computer science; Redundancy (engineering); Sociology; Geography; Economics; Psychology; Social psychology","score_opus":0.03785574876235772,"score_gpt":0.3031076317894953,"score_spread":0.2652518830271376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904865539","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":[0.8248378,0.00008704709,0.0009420413,0.0008221136,0.00052973523,0.00039705652,0.0000038215762,0.00012876403,0.1722516],"genre_scores_gemma":[0.9970073,0.000032348904,0.0002628657,0.0010175799,0.00042561413,0.000026921756,0.000006850832,0.000016983586,0.0012035416],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942725,0.003915991,0.0003108446,0.00018947962,0.0007969377,0.0005142717],"domain_scores_gemma":[0.9980291,0.00070098334,0.00021218286,0.00095103466,0.000013536175,0.00009315172],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005099956,0.0001956462,0.00016836276,0.00003994556,0.014535666,0.00072937045,0.0018638613,0.00017121679,0.00011547156],"category_scores_gemma":[0.00017259628,0.00012384889,0.000097719676,0.0003213203,0.0035654765,0.00060910365,0.000904269,0.0018027398,0.000156492],"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":[0.000038549017,0.0007908532,0.060383692,0.00016538733,0.00018688466,0.000017707265,0.6735529,0.0004972139,0.0047152415,0.01253642,0.0077157686,0.2393994],"study_design_scores_gemma":[0.00015534103,0.000044181616,0.06655658,0.00021581893,0.000023677689,0.0000016719332,0.9122476,0.0019666934,0.00012838197,0.0003331459,0.018087206,0.00023972656],"about_ca_topic_score_codex":0.0013216858,"about_ca_topic_score_gemma":0.0008758951,"teacher_disagreement_score":0.23915967,"about_ca_system_score_codex":0.0003356567,"about_ca_system_score_gemma":0.00004614436,"threshold_uncertainty_score":0.9991462},"labels":[],"label_agreement":null},{"id":"W2905354725","doi":"10.1111/1468-5973.12253","title":"Move out or dig in? Risk awareness and mobility plans in disaster‐affected communities","year":2018,"lang":"en","type":"article","venue":"Journal of Contingencies and Crisis Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Worry; Flood myth; Flooding (psychology); Risk perception; Perception; Environmental planning; Place attachment; Geography; Psychology; Business; Social psychology","score_opus":0.025451450793873842,"score_gpt":0.31506637667065407,"score_spread":0.2896149258767802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905354725","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":[0.9883084,0.0003059304,0.00021079768,0.00052293757,0.00025449527,0.00022809689,0.0000028103793,0.000008282112,0.010158201],"genre_scores_gemma":[0.9961783,0.002689577,0.000110330286,0.00011255722,0.00008281602,0.000005736635,3.1349794e-7,0.000004779284,0.00081555627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863106,0.0002761383,0.00040132515,0.00012305788,0.00030758217,0.00026081773],"domain_scores_gemma":[0.9993516,0.00011273913,0.00025959898,0.00013082298,0.0000783209,0.00006688879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015471886,0.00011335651,0.0002583968,0.00021498965,0.00031107312,0.0002086261,0.00027742627,0.000038566886,0.00004348862],"category_scores_gemma":[0.000060703092,0.00008309692,0.00003720121,0.00021284536,0.00037633197,0.00037365063,0.00021515191,0.00012975257,0.0000012419335],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002309865,0.00034462594,0.75714415,0.00018838729,0.00010851559,0.000056199642,0.19089614,0.000016863805,0.000006868297,0.002554842,0.0014447477,0.047007654],"study_design_scores_gemma":[0.0006886381,0.00015919287,0.50282085,0.00016033607,0.000051773033,7.979052e-7,0.48401186,0.00011351212,0.0000048126626,0.0010559474,0.010806416,0.00012588939],"about_ca_topic_score_codex":0.002334658,"about_ca_topic_score_gemma":0.05741418,"teacher_disagreement_score":0.29311574,"about_ca_system_score_codex":0.00004174004,"about_ca_system_score_gemma":0.00001959374,"threshold_uncertainty_score":0.9597856},"labels":[],"label_agreement":null},{"id":"W2905616974","doi":"","title":"LibGuides: Applied Disaster and Emergency Studies: Specific Disasters in Canada","year":2008,"lang":"en","type":"libguides","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.04120595048391043,"score_gpt":0.2903124554784092,"score_spread":0.2491065049944988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905616974","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031898014,0.010247768,0.000011884604,0.0017049416,0.004887831,0.0010503079,0.000029382863,0.00007535052,0.9500945],"genre_scores_gemma":[0.14277102,0.24310085,0.00024210778,0.0010620625,0.0019481829,0.00017956579,0.000071063354,0.0001152052,0.61050993],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965787,0.00012804904,0.00073964556,0.00078532996,0.0009573997,0.00081087084],"domain_scores_gemma":[0.9989696,0.00016410211,0.0002177951,0.00037829368,0.00005893101,0.00021125784],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030783654,0.0004410559,0.0006605565,0.00022176253,0.00039817198,0.00008007196,0.00072431454,0.00016331367,0.0007525221],"category_scores_gemma":[0.00006173467,0.00037349825,0.00007344666,0.00054716866,0.00059215305,0.0002361053,0.00035387703,0.0002911923,0.000041204334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001409386,0.00002626451,0.003206856,0.00016210921,0.00007454957,0.000057100006,0.027670186,0.000008667531,7.59882e-7,0.0031017056,0.95885015,0.0068275556],"study_design_scores_gemma":[0.00022130572,0.000009741417,0.001059053,0.000117099364,0.000018324705,4.8829133e-7,0.18686892,0.0000022071504,6.523888e-7,0.00040227364,0.8108202,0.00047973113],"about_ca_topic_score_codex":0.78178513,"about_ca_topic_score_gemma":0.9919763,"teacher_disagreement_score":0.3395846,"about_ca_system_score_codex":0.00072552037,"about_ca_system_score_gemma":0.00090581004,"threshold_uncertainty_score":0.9998717},"labels":[],"label_agreement":null},{"id":"W2905777044","doi":"10.1017/s1049023x1800119x","title":"Getting the Message Out: Social Media and Word-of-Mouth as Effective Communication Methods during Emergencies","year":2018,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas University","funders":"National Institutes of Health","keywords":"Word of mouth; Social media; Medical emergency; Preparedness; Public relations; Emergency management; Business; Information Dissemination; Health communication; Psychology; Environmental health; Medicine; Advertising; Political science; Computer science","score_opus":0.02156137301772309,"score_gpt":0.3541334771416193,"score_spread":0.3325721041238962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905777044","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":[0.9537922,0.0015607233,0.000097688826,0.003988741,0.00032112366,0.00030830177,0.0000011504671,0.000027051363,0.03990299],"genre_scores_gemma":[0.9980452,0.00020782987,0.00022481049,0.00009564887,0.00042926308,0.000020502739,0.0000015891878,0.0000065597396,0.0009685671],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99875146,0.00037533973,0.0002024974,0.0001846973,0.00027986502,0.00020615236],"domain_scores_gemma":[0.99916667,0.00042818094,0.00012516233,0.00014365518,0.00006604699,0.000070286864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011137644,0.000111091955,0.00018613535,0.000044578344,0.00077940914,0.000038242084,0.00024322388,0.000044333057,0.000100450314],"category_scores_gemma":[0.0005092099,0.00006762584,0.00002725031,0.00015810537,0.0025925697,0.00022741276,0.00027201974,0.00009508957,0.00000422275],"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":[0.000034362532,0.000022688575,0.0032411618,0.00005411143,0.000035127505,5.9488605e-7,0.8642949,5.6404783e-8,0.00073433906,0.0068423334,0.0001880414,0.1245523],"study_design_scores_gemma":[0.00086667563,0.0001294694,0.44012842,0.0002396126,0.00014433065,9.788926e-7,0.5359637,0.000021379505,0.00038809204,0.018962076,0.0029146858,0.00024058027],"about_ca_topic_score_codex":0.0002517713,"about_ca_topic_score_gemma":0.00042746775,"teacher_disagreement_score":0.43688726,"about_ca_system_score_codex":0.000010652828,"about_ca_system_score_gemma":0.00000971298,"threshold_uncertainty_score":0.9552431},"labels":[],"label_agreement":null},{"id":"W2907383992","doi":"10.1177/1557988318821512","title":"Men’s Help-Seeking Attitudes in Rural Communities Affected by a Natural Disaster","year":2018,"lang":"en","type":"article","venue":"American Journal of Men s Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; Institut National de Santé Publique du Québec; Université Laval; University of Windsor; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Natural disaster; Environmental health; Natural (archaeology); Psychology; Medicine; Geography","score_opus":0.01271667660183677,"score_gpt":0.3369159637763036,"score_spread":0.32419928717446683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907383992","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":[0.98298395,0.00044560138,0.00009584093,0.0051123393,0.00028153116,0.00014756231,0.0000017400364,0.000015955136,0.01091547],"genre_scores_gemma":[0.99742794,0.0004176726,0.00022138955,0.0009483589,0.00025910223,0.0000021521114,0.0000014037628,0.000008590477,0.0007134132],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99779147,0.00081575743,0.0003820705,0.000066380664,0.0004955806,0.0004487225],"domain_scores_gemma":[0.9989941,0.00012117579,0.0005060235,0.00011954658,0.00009223915,0.00016690057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013756787,0.0001078493,0.00032508248,0.00016014752,0.00039035792,0.000098720724,0.0004922554,0.000018141214,0.00007248549],"category_scores_gemma":[0.00003442919,0.00008572509,0.000055419092,0.0004185181,0.0011626363,0.00037951086,0.00006806109,0.00025152403,0.000009362129],"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":[0.00029132311,0.0004596128,0.18015546,0.000058766516,0.000114231116,0.000013540078,0.48812303,0.000004154563,0.00035359763,0.0014887882,0.038073104,0.2908644],"study_design_scores_gemma":[0.00087304023,0.001690106,0.11175229,0.0005450734,0.000013597162,0.000009345027,0.8684975,0.000102979575,0.000011625807,0.00013901124,0.016107967,0.00025745592],"about_ca_topic_score_codex":0.013089678,"about_ca_topic_score_gemma":0.008992498,"teacher_disagreement_score":0.3803745,"about_ca_system_score_codex":0.00023551073,"about_ca_system_score_gemma":0.00019408172,"threshold_uncertainty_score":0.99348223},"labels":[],"label_agreement":null},{"id":"W2908046898","doi":"","title":"An Assessment of Natural Hazards and Disasters in Canada: A Report for Decision-Makers and Practitioners","year":2004,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Natural hazard; Natural (archaeology); Environmental planning; Environmental resource management; Business; Geography; Environmental science; Meteorology","score_opus":0.008806237128255975,"score_gpt":0.35066315683482785,"score_spread":0.3418569197065719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908046898","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":[0.98752004,0.000021293865,0.0020268804,0.0013564902,0.00014861712,0.0002590814,0.0000018712677,0.0000054254083,0.00866031],"genre_scores_gemma":[0.99449193,0.000023443445,0.0050919787,0.00009690395,0.000010497093,0.0000083972345,0.0000028608383,0.000002177692,0.00027181438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999326,0.000018208751,0.00014124044,0.00015046542,0.00023892274,0.00012515853],"domain_scores_gemma":[0.99968165,0.000094367555,0.0000625563,0.000069185466,0.000030113177,0.00006209793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032341012,0.00004540459,0.00008274688,0.000042505577,0.000088689216,0.000037497593,0.00006196201,0.000015541755,0.0000071521663],"category_scores_gemma":[0.00010456505,0.00003713353,0.000009967954,0.00010070563,0.00012076286,0.00031149457,0.000019221448,0.000029547313,3.0451485e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023311061,0.00045203845,0.48750654,0.00018601527,0.00011636218,0.00035573676,0.030169891,0.0031759208,0.00077179226,0.2489096,0.0030043034,0.2251187],"study_design_scores_gemma":[0.0018734953,0.00017578196,0.7113796,0.00017123268,0.000036893776,0.000011827874,0.2643611,0.00252256,0.000032556833,0.009821237,0.009217124,0.00039657927],"about_ca_topic_score_codex":0.685925,"about_ca_topic_score_gemma":0.97847533,"teacher_disagreement_score":0.29255033,"about_ca_system_score_codex":0.00017202049,"about_ca_system_score_gemma":0.0008477102,"threshold_uncertainty_score":0.31616646},"labels":[],"label_agreement":null},{"id":"W2908311871","doi":"","title":"Towards a Fire Early Warning System for Indonesia (ToFEWSI)","year":2018,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","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":"University of Alberta","funders":"","keywords":"Warning system; Environmental science; Computer science; Telecommunications","score_opus":0.09705774588201534,"score_gpt":0.3390802347613001,"score_spread":0.2420224888792848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908311871","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":[0.9822185,0.000048089394,0.001511185,0.002151005,0.00016710481,0.0007133942,0.0000026431221,0.00006734512,0.013120717],"genre_scores_gemma":[0.9984048,0.000050642877,0.00023655406,0.0000138659425,0.0002574794,0.0000039052748,0.0000014106245,0.000008940399,0.0010224088],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99788636,0.0004266565,0.00010902898,0.00026484925,0.0007932117,0.0005198826],"domain_scores_gemma":[0.9988651,0.0002294805,0.000074427226,0.0003077742,0.0004030706,0.000120117926],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020410032,0.000085609616,0.00014906102,0.00013762765,0.0016517615,0.000079599995,0.0011004295,0.000075355616,0.00006726522],"category_scores_gemma":[0.00009322416,0.00007329607,0.00009875404,0.0005012815,0.0016898379,0.00039015498,0.00033917752,0.0001564059,0.00017374335],"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":[0.00039707043,0.0001116993,0.010649183,0.0003690813,0.000107441476,0.000024167268,0.8983529,0.0000048775164,0.00026789092,0.034308907,0.011821079,0.04358569],"study_design_scores_gemma":[0.00083561684,0.00040063736,0.03819788,0.00029871397,0.000036955815,5.659145e-7,0.7297542,0.0003856464,0.0002280334,0.0006682322,0.2289798,0.00021372663],"about_ca_topic_score_codex":0.0002536528,"about_ca_topic_score_gemma":0.00005672,"teacher_disagreement_score":0.21715872,"about_ca_system_score_codex":0.00015820499,"about_ca_system_score_gemma":0.0001449858,"threshold_uncertainty_score":0.999648},"labels":[],"label_agreement":null},{"id":"W2909063510","doi":"10.1007/s10584-018-2345-5","title":"Community-based responses to climate hazards: typology and global analysis","year":2019,"lang":"en","type":"article","venue":"Climatic Change","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Marine Environmental Observation Prediction and Response Network","keywords":"Typology; Climate change; Environmental resource management; Corporate governance; Adaptation (eye); Climate change adaptation; Environmental planning; Local community; Global warming; Diversity (politics); Geography; Political science; Business; Environmental science; Ecology; Psychology","score_opus":0.06910531384973766,"score_gpt":0.3714186664607464,"score_spread":0.3023133526110087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909063510","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":[0.9464075,0.000058994723,0.00005368639,0.004618386,0.0001671387,0.00039769296,0.00002483696,0.000054412856,0.048217334],"genre_scores_gemma":[0.9962557,0.00003647119,0.00032039755,0.0024798235,0.00003778706,0.000029188941,0.000010134717,0.0000039294086,0.00082656305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868196,0.00051389926,0.00013360016,0.00015031212,0.00019615413,0.0003240945],"domain_scores_gemma":[0.9993232,0.00018665036,0.000055631404,0.0002946773,0.000031291493,0.000108573666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010289308,0.000084243075,0.00020417685,0.00011265993,0.00036260663,0.00008820701,0.00028714768,0.000050166956,0.00032864365],"category_scores_gemma":[0.000083744424,0.00007604513,0.000057953275,0.00082571176,0.00018898152,0.00010911323,0.00017220345,0.00006463594,0.00031901483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009849168,0.00015706234,0.93826854,0.0002052139,0.00012888391,0.00000553423,0.028198857,0.000009370501,0.000013860394,0.02481948,0.0007961347,0.0072985496],"study_design_scores_gemma":[0.0005330431,0.00026198226,0.9148274,0.00008041864,0.00048730895,3.784929e-7,0.052498564,0.00084681966,0.0000028741701,0.0013134386,0.028804263,0.00034349706],"about_ca_topic_score_codex":0.0010500227,"about_ca_topic_score_gemma":0.005887145,"teacher_disagreement_score":0.049848184,"about_ca_system_score_codex":0.000045796332,"about_ca_system_score_gemma":0.000024748502,"threshold_uncertainty_score":0.41003966},"labels":[],"label_agreement":null},{"id":"W2909474354","doi":"","title":"Lac-Mégantic : De la tragédie... à la résilience","year":2016,"lang":"fr","type":"book","venue":"Project Muse (Johns Hopkins University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.01624656859601163,"score_gpt":0.24975794724955516,"score_spread":0.23351137865354354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909474354","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048993393,0.000013053751,0.0010989441,0.00082711113,0.00074250996,0.0008627765,0.000054393884,0.00027351204,0.99122834],"genre_scores_gemma":[0.15163673,0.415572,0.0007295452,0.0002963764,0.00095314306,0.000008554228,0.000019932102,0.0001229581,0.43066078],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945198,0.0018798733,0.00034601046,0.001122167,0.0008460034,0.0012860975],"domain_scores_gemma":[0.9972877,0.0011704494,0.00040320546,0.00064960547,0.00014389087,0.00034515583],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010606598,0.00069068925,0.00062664424,0.007389358,0.0009652764,0.00028001386,0.0022955334,0.0008562195,0.00050521037],"category_scores_gemma":[0.0001821775,0.00066870014,0.0004720829,0.0066221897,0.004739846,0.0010903522,0.00068271783,0.0007108765,0.00056695985],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016758159,0.0006620148,0.0016153492,0.00057926506,0.00039109416,0.0025474662,0.039947245,0.000027518226,0.000014887833,0.7608509,0.010242383,0.18295431],"study_design_scores_gemma":[0.0008729359,0.00013380457,0.00025022982,0.000775545,0.00039677776,0.000016110824,0.0031028087,0.000061479106,0.000015236172,0.00010449583,0.9933912,0.0008793819],"about_ca_topic_score_codex":0.03517476,"about_ca_topic_score_gemma":0.014385259,"teacher_disagreement_score":0.9831488,"about_ca_system_score_codex":0.0012582943,"about_ca_system_score_gemma":0.0032917808,"threshold_uncertainty_score":0.99957645},"labels":[],"label_agreement":null},{"id":"W2909929497","doi":"10.1007/s11069-018-3556-9","title":"Wildfire evacuation experiences of band members of Whitefish Lake First Nation 459, Alberta, Canada","year":2019,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Natural Resources Canada; Canadian Forest Service","funders":"Indigenous and Northern Affairs Canada; Public Health Agency; Alberta Centre for Child, Family and Community Research","keywords":"Indigenous; Economic shortage; First nation; Distress; Geography; Socioeconomics; Environmental planning; Sociology; Psychology","score_opus":0.007795289420092706,"score_gpt":0.239747629784782,"score_spread":0.2319523403646893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909929497","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":[0.9144379,0.00010863696,9.5275203e-7,0.000663558,0.00108455,0.00020391654,0.000002652199,0.0000078753465,0.08348997],"genre_scores_gemma":[0.9886996,0.00002189792,0.000020696716,0.00006358195,0.00005118901,0.000006599616,0.000009964885,0.0000035984704,0.011122848],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986622,0.000047468653,0.00019508926,0.00015756869,0.0007694575,0.00016821687],"domain_scores_gemma":[0.9994895,0.00009988069,0.00015615317,0.00011370839,0.00010054519,0.000040223676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002195827,0.000076467884,0.00013751841,0.000051102827,0.00012139366,0.000023743665,0.00026688018,0.000055216715,0.00053764577],"category_scores_gemma":[0.00013942074,0.00006455794,0.00004268004,0.00032897288,0.00014396536,0.00034408283,0.000024997913,0.000060294988,0.0000037005175],"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":[0.0002510603,0.00023894753,0.21079648,0.00053296273,0.00021036697,0.0000068185313,0.6335815,0.0008920727,0.0011413007,0.0144343125,0.07058401,0.06733015],"study_design_scores_gemma":[0.0018219828,0.0002572303,0.1321186,0.00045933368,0.0000989884,0.0000011607059,0.43923315,0.0045667286,0.0058609145,0.0005159225,0.41406047,0.0010055125],"about_ca_topic_score_codex":0.5026575,"about_ca_topic_score_gemma":0.97616386,"teacher_disagreement_score":0.4735064,"about_ca_system_score_codex":0.00006682614,"about_ca_system_score_gemma":0.0002841541,"threshold_uncertainty_score":0.5886844},"labels":[],"label_agreement":null},{"id":"W2909954704","doi":"","title":"The Impact of Natural Disaster on Community Engagement and Connection in Goderich, Ontario","year":2014,"lang":"en","type":"article","venue":"Canadian journal of urban research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Connection (principal bundle); Natural disaster; Natural (archaeology); Geography; Sociology; Mathematics; Geometry; Archaeology; Meteorology","score_opus":0.11236511967075737,"score_gpt":0.3806776221381247,"score_spread":0.2683125024673674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909954704","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":[0.96819264,0.0001196243,0.000002849278,0.0005962833,0.00013267517,0.000110726214,5.0247405e-7,7.0796835e-7,0.030843996],"genre_scores_gemma":[0.99815613,0.000019720685,0.0000048047023,0.0000152501225,0.000050771083,9.810885e-7,2.4468875e-7,0.000002808257,0.001749272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99711597,0.0020164486,0.00016056013,0.00005013114,0.00034292197,0.00031394666],"domain_scores_gemma":[0.9986673,0.00075335824,0.00006377792,0.000121572375,0.00015978707,0.00023419628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007894725,0.000045922752,0.00009361831,0.0002550491,0.0008454859,0.00015359298,0.00037665886,0.000026834137,0.000052503925],"category_scores_gemma":[0.0007241453,0.000029030009,0.000040954463,0.00024574323,0.0005909916,0.00013206495,0.000029262736,0.00077894767,0.0000021845647],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021195172,0.00008524683,0.75359374,0.000024135354,0.00007241951,0.000021409038,0.16772324,0.00014180917,0.00009310092,0.028193034,0.028769149,0.02107077],"study_design_scores_gemma":[0.00039417687,0.00060394336,0.92966455,0.00011180084,0.0000034219227,0.0000016385104,0.040441882,0.000061305145,0.000008513824,0.00285563,0.025787776,0.000065344866],"about_ca_topic_score_codex":0.6205886,"about_ca_topic_score_gemma":0.9669361,"teacher_disagreement_score":0.3463475,"about_ca_system_score_codex":0.000552872,"about_ca_system_score_gemma":0.0008240191,"threshold_uncertainty_score":0.6502879},"labels":[],"label_agreement":null},{"id":"W2910915131","doi":"","title":"Risk management at public events: a case study of a municipality within Southern Ontario","year":2018,"lang":"en","type":"dissertation","venue":"e-scholar@UOIT (University of Ontario Institute of Technology)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental planning; Public management; Environmental resource management; Political science; Public administration; Environmental science","score_opus":0.02187435772540395,"score_gpt":0.2557445932553666,"score_spread":0.23387023552996264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910915131","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":[0.9416115,0.000048731377,0.0000052259334,0.000029204728,0.0007507291,0.0012914117,0.000035565005,0.00008876946,0.05613886],"genre_scores_gemma":[0.83676714,0.00006149676,0.02608555,0.000005638402,0.000018619683,0.000006396459,0.000099852725,0.00002362172,0.1369317],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973034,0.00005418677,0.0005609366,0.0007335218,0.0009066626,0.00044129233],"domain_scores_gemma":[0.9967608,0.0000027534709,0.0015890517,0.0010740357,0.00044705925,0.00012629775],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012785507,0.0003633395,0.0007622821,0.001000695,0.0016718128,0.00003303574,0.0021142806,0.0006389352,0.00084811484],"category_scores_gemma":[0.00007709818,0.0004303984,0.00026136532,0.0010564247,0.0007693184,0.0009134905,0.0008274247,0.0010417114,0.000045806988],"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":[0.000654072,0.0034334087,0.05503921,0.00041722806,0.0026486488,0.0016739996,0.8869565,0.000023733295,0.00001755981,0.0074589765,0.0004702923,0.04120636],"study_design_scores_gemma":[0.0014979037,0.00039953043,0.009344127,0.00021285292,0.00083135563,0.000006409362,0.5103022,0.0000018209664,0.0000104224955,0.0007650953,0.47626847,0.00035982838],"about_ca_topic_score_codex":0.90117544,"about_ca_topic_score_gemma":0.9990636,"teacher_disagreement_score":0.47579816,"about_ca_system_score_codex":0.0017460155,"about_ca_system_score_gemma":0.0010018502,"threshold_uncertainty_score":0.9998148},"labels":[],"label_agreement":null},{"id":"W2913496578","doi":"10.1093/acrefore/9780199389407.013.242","title":"Natural Hazards Governance in Canada","year":2018,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Natural Hazard Science","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":true,"ca_institutions":"Brandon University","funders":"","keywords":"Legislation; Hazard; Business; Environmental planning; Corporate governance; Zoning; Emergency management; Government (linguistics); Public administration; Environmental resource management; Political science; Finance; Law; Geography; Economics","score_opus":0.02727455174176972,"score_gpt":0.3461834311001893,"score_spread":0.31890887935841955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913496578","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045753255,0.0075942185,0.0000010455984,0.0013467629,0.009128304,0.0010596198,0.00008357267,0.000035981233,0.93499726],"genre_scores_gemma":[0.40053967,0.26093727,0.00031026074,0.000089023866,0.0012648238,0.00005708151,0.000026766515,0.00003641628,0.33673868],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98395616,0.00067838194,0.0008857269,0.0015116081,0.010025658,0.0029424643],"domain_scores_gemma":[0.995558,0.00075427024,0.0004861192,0.0009901852,0.0016514013,0.00055997656],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.005474576,0.00050955976,0.0008221288,0.000961624,0.0013545225,0.0003468095,0.0064979605,0.0003059261,0.00049809064],"category_scores_gemma":[0.0044326694,0.00042532256,0.00016924029,0.006568314,0.0073491298,0.0013446776,0.0016604429,0.0027221746,0.00004221101],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000110472094,0.00010586918,0.0049745226,0.00041876239,0.000028940854,0.000165779,0.0025528239,0.000005125142,0.000007670814,0.008199126,0.43830493,0.54512596],"study_design_scores_gemma":[0.00030170905,0.00007954609,0.015229406,0.0009747553,0.000010790781,0.0000016771257,0.003350576,0.00019887337,0.000019004632,0.0009809147,0.9782692,0.00058353174],"about_ca_topic_score_codex":0.7651906,"about_ca_topic_score_gemma":0.97989213,"teacher_disagreement_score":0.59825855,"about_ca_system_score_codex":0.0049686143,"about_ca_system_score_gemma":0.045689315,"threshold_uncertainty_score":0.9999456},"labels":[],"label_agreement":null},{"id":"W2914076136","doi":"10.1016/j.chiabu.2019.01.003","title":"Converging drivers of interpersonal violence: Findings from a qualitative study in post-hurricane Haiti","year":2019,"lang":"en","type":"article","venue":"Child Abuse & Neglect","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SNC-Lavalin (Canada)","funders":"UNICEF","keywords":"Domestic violence; Poison control; Suicide prevention; Context (archaeology); Transformative learning; Interpersonal communication; Qualitative research; Psychology; Injury prevention; Occupational safety and health; Mental health; Human factors and ergonomics; Social psychology; Medicine; Developmental psychology; Environmental health; Psychiatry; Sociology; Geography","score_opus":0.008865000979096753,"score_gpt":0.3013203881373243,"score_spread":0.29245538715822755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914076136","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":[0.9824265,0.00006921728,0.000007817185,0.00022923049,0.00026412323,0.0005497219,0.000009941003,0.000030279562,0.016413163],"genre_scores_gemma":[0.9989881,0.00006812573,0.000027033053,0.00020158588,0.00003689713,0.000008157359,0.000005888445,0.000008112744,0.00065609266],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983943,0.00030912878,0.00022795609,0.00033538605,0.0004398932,0.00029332656],"domain_scores_gemma":[0.9994029,0.00022568817,0.00009988939,0.0001548744,0.000053917727,0.00006274479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003133605,0.00012611714,0.0002447572,0.00017914808,0.00012339895,0.00004992166,0.00043707623,0.00004443331,0.00062602473],"category_scores_gemma":[0.00007687732,0.000116897485,0.00007222633,0.00047471398,0.0002609223,0.0003006224,0.00006792823,0.00016254517,0.000093100316],"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":[0.000061509934,0.0002234248,0.085094936,0.000008919536,0.00004877469,0.000009037513,0.91201556,0.00000945403,0.00034324956,0.00088479655,0.00009933232,0.0012009761],"study_design_scores_gemma":[0.0010860628,0.00024762278,0.113084264,0.00047541608,0.000022036058,1.2140086e-7,0.8840489,0.00005977453,0.000078252386,0.00027111426,0.00042529276,0.00020118311],"about_ca_topic_score_codex":0.0053456924,"about_ca_topic_score_gemma":0.0034744258,"teacher_disagreement_score":0.027989328,"about_ca_system_score_codex":0.00008757217,"about_ca_system_score_gemma":0.00006093655,"threshold_uncertainty_score":0.8081123},"labels":[],"label_agreement":null},{"id":"W2914326395","doi":"10.1016/j.ijedudev.2019.01.007","title":"Disaster risk reduction in early childhood education: Effects on preschool quality and child outcomes","year":2019,"lang":"en","type":"article","venue":"International Journal of Educational Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Mount Sinai Hospital; Lunenfeld-Tanenbaum Research Institute","funders":"","keywords":"Disaster risk reduction; Intervention (counseling); Early childhood; Early childhood education; Psychology; Environmental health; Medical education; Developmental psychology; Medicine; Geography; Psychiatry","score_opus":0.008645748678194025,"score_gpt":0.3204154447905403,"score_spread":0.3117696961123463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914326395","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":[0.9612797,0.00010695438,0.0000071035274,0.011384199,0.00389062,0.00024467483,0.0000011367463,0.0000037512864,0.023081882],"genre_scores_gemma":[0.9940131,0.000087587556,0.00071202,0.0003739927,0.0005508724,0.000015196849,0.00000485805,0.000005986466,0.0042364164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823886,0.00016322183,0.00045545356,0.00017331651,0.0008332082,0.00013594056],"domain_scores_gemma":[0.9989512,0.0002467786,0.00037973505,0.000079463505,0.0002445824,0.00009824771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006871608,0.00010479288,0.0001431811,0.0003197244,0.000112166854,0.00013509362,0.0003440152,0.000040628544,0.00021090342],"category_scores_gemma":[0.00037367755,0.000089738816,0.00005202832,0.00012199587,0.000052044423,0.0004868921,0.000046152774,0.000185441,0.000081889506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005286509,0.0007075457,0.9004153,0.000013302965,0.00012472132,7.546416e-7,0.02615597,0.00003292932,0.00000984648,0.027116003,0.00067805586,0.044692688],"study_design_scores_gemma":[0.00043787496,0.000030046755,0.98397624,0.00023891604,0.0000060958,0.0000040815635,0.0023815183,2.7901302e-7,0.000035750745,0.0036153526,0.009166899,0.0001069352],"about_ca_topic_score_codex":0.0001259467,"about_ca_topic_score_gemma":0.00005763821,"teacher_disagreement_score":0.08356093,"about_ca_system_score_codex":0.0002724571,"about_ca_system_score_gemma":0.0008079688,"threshold_uncertainty_score":0.36594427},"labels":[],"label_agreement":null},{"id":"W2914639810","doi":"10.4095/212605","title":"Tremblements de terre: Charlevoix-Kamouraska, Québec","year":2001,"lang":"fr","type":"report","venue":"","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":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geography; Geology","score_opus":0.057522517754132155,"score_gpt":0.32887462717436255,"score_spread":0.2713521094202304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914639810","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015345527,0.002625822,0.00047851974,0.0062537263,0.0033825324,0.0006482819,0.0000105797835,0.00015933381,0.9710957],"genre_scores_gemma":[0.066641964,0.011167384,0.00018927341,0.0006792789,0.0018420635,0.00005375054,0.000028821718,0.00004739937,0.9193501],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949078,0.00028570628,0.0007760158,0.00085667084,0.0017391809,0.0014346469],"domain_scores_gemma":[0.99822843,0.000105829145,0.0004906623,0.0005413056,0.00015848219,0.00047531936],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013478819,0.0005652954,0.00060716725,0.00020806753,0.0007707072,0.0003248699,0.0012870672,0.0004726567,0.030344153],"category_scores_gemma":[0.00012442193,0.0005048667,0.0004019536,0.0007635553,0.0008349967,0.0004783554,0.00033277497,0.00041720073,0.0026995994],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000143569405,0.0005304328,0.11502823,0.00028803418,0.00033656097,0.00029817122,0.009194228,0.000020974889,0.000026834692,0.0052503166,0.34737056,0.5216413],"study_design_scores_gemma":[0.00025820508,0.00006990162,0.007531731,0.00023169728,0.0002303915,0.000013572248,0.009500397,0.00006432168,0.000007893739,0.00035099275,0.98111403,0.00062685955],"about_ca_topic_score_codex":0.3997387,"about_ca_topic_score_gemma":0.44691563,"teacher_disagreement_score":0.63374346,"about_ca_system_score_codex":0.0015505949,"about_ca_system_score_gemma":0.002759634,"threshold_uncertainty_score":0.9997403},"labels":[],"label_agreement":null},{"id":"W2914766973","doi":"10.3166/isi.22.6.93-117","title":"Alerter ou ne pas alerter ? Une intégration de connaissances sur les comportements des populations dans les systèmes d’alerte","year":2017,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.08177224836992397,"score_gpt":0.3082108084238186,"score_spread":0.22643856005389462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914766973","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":[0.8214954,0.0014275527,0.04589199,0.003317265,0.0028124705,0.0011148128,0.00008877193,0.00023176362,0.12361994],"genre_scores_gemma":[0.99206245,0.0007279865,0.0008434748,0.000227637,0.0003601843,0.000112257905,0.00018452232,0.000026712638,0.0054548015],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965179,0.0003315772,0.001190257,0.0003356642,0.00075017323,0.00087444385],"domain_scores_gemma":[0.9971695,0.000083384606,0.0013748008,0.0006152946,0.0005139423,0.00024306886],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0010117153,0.0004619086,0.0004603402,0.0002615831,0.005386031,0.0021488608,0.0009933984,0.00032934727,0.00023277408],"category_scores_gemma":[0.00038949147,0.00045470128,0.00020648341,0.00040749207,0.0033399435,0.011354982,0.00022046488,0.00023777253,0.0001759807],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036189747,0.0001569225,0.30177525,0.0010076517,0.00018355426,0.000009551987,0.0889685,0.00064667733,0.00013263345,0.047544688,0.004658538,0.55487984],"study_design_scores_gemma":[0.00091297616,0.0001449134,0.8808525,0.0020662262,0.00019912237,0.000014644477,0.045621898,0.014072556,0.00014379046,0.013519806,0.04163558,0.0008159891],"about_ca_topic_score_codex":0.022974655,"about_ca_topic_score_gemma":0.025474891,"teacher_disagreement_score":0.57907724,"about_ca_system_score_codex":0.00067611045,"about_ca_system_score_gemma":0.00017462374,"threshold_uncertainty_score":0.9997905},"labels":[],"label_agreement":null},{"id":"W2914926698","doi":"10.3390/ijerph16040587","title":"From Science to Policy and Practice: A Critical Assessment of Knowledge Management before, during, and after Environmental Public Health Disasters","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Canada; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Emergency management; Preparedness; Mentorship; Public relations; Erythropoietin-producing hepatocellular (Eph) receptor; Corporate governance; Public health; Political science; Environmental resource management; Business; Environmental planning; Medicine; Medical education; Nursing; Geography","score_opus":0.04326159878950047,"score_gpt":0.4621379709238873,"score_spread":0.41887637213438683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914926698","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":[0.9386181,0.00063538854,0.00008100447,0.053308442,0.00020012185,0.00037269088,0.000054202577,0.0000031100494,0.0067269187],"genre_scores_gemma":[0.99380636,0.0035946367,0.001070922,0.00066320034,0.0002017067,0.000008574012,0.0000033799472,0.000008110069,0.00064310763],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960228,0.0004930452,0.00044221754,0.00033236042,0.0020430144,0.000666534],"domain_scores_gemma":[0.9981299,0.00032741707,0.00019156562,0.00013428932,0.000060049515,0.0011567831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005042786,0.00011008439,0.00019961991,0.0009380603,0.00035463658,0.00041079838,0.0004997034,0.00003152675,0.00018331756],"category_scores_gemma":[0.00036488211,0.00009697566,0.000030138403,0.00028080342,0.0017791156,0.0013773737,0.0008379979,0.00023914762,0.000009415834],"study_design_candidate":"observational","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":[0.00040614506,0.0043082424,0.37673327,0.00025043316,0.00033538544,0.000081863844,0.079906605,0.0000017066878,0.00089514535,0.117510065,0.0003945888,0.41917655],"study_design_scores_gemma":[0.00084093335,0.001007605,0.8664982,0.00012220294,0.0000032775583,0.000025180276,0.06862434,0.000024124514,0.0000037330417,0.0009003612,0.06183671,0.00011339032],"about_ca_topic_score_codex":0.00032596453,"about_ca_topic_score_gemma":0.00008924996,"teacher_disagreement_score":0.48976487,"about_ca_system_score_codex":0.0011019761,"about_ca_system_score_gemma":0.0006807041,"threshold_uncertainty_score":0.6555225},"labels":[],"label_agreement":null},{"id":"W2917226325","doi":"","title":"Witness to a catastrophe","year":2015,"lang":"en","type":"article","venue":"The New Scientist","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Witness; History; Astrobiology; Political science; Law; Biology","score_opus":0.03680374333047505,"score_gpt":0.3300401931334232,"score_spread":0.29323644980294816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917226325","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":[0.22635841,0.000094322866,0.0063829096,0.04120068,0.0038920697,0.00055946835,0.000003498837,0.00012692508,0.7213817],"genre_scores_gemma":[0.7679749,0.0000013007117,0.0003552238,0.0006104638,0.0003249341,0.000004029756,7.570704e-7,0.0000032299533,0.23072515],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989827,0.000060465245,0.00006200994,0.00014455114,0.00049929856,0.00025094155],"domain_scores_gemma":[0.9994381,0.0000150274855,0.000021784608,0.00020789962,0.000039943654,0.00027722184],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007493781,0.00004496798,0.000046750763,0.000035897297,0.00040350365,0.00026185432,0.0007322529,0.000011334406,0.000106380045],"category_scores_gemma":[0.000107428015,0.000028816017,0.000018287266,0.00062628055,0.00037268642,0.00015086803,0.0001507256,0.000031143085,0.0010986879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010361242,0.000021401213,0.00060183683,0.0000012298565,0.0000034731263,0.0000041367935,0.027575348,0.00009091668,0.00006976098,0.111520715,0.84423625,0.01586456],"study_design_scores_gemma":[0.00012112205,0.000017543589,0.001442573,0.0000059563868,0.0000055347396,3.927747e-7,0.007614308,0.000011704248,0.000023407687,0.0042585605,0.9864341,0.00006481586],"about_ca_topic_score_codex":0.0027854552,"about_ca_topic_score_gemma":0.004226455,"teacher_disagreement_score":0.5416165,"about_ca_system_score_codex":0.00003716568,"about_ca_system_score_gemma":0.0001611292,"threshold_uncertainty_score":0.9996791},"labels":[],"label_agreement":null},{"id":"W2917498646","doi":"10.1007/s10584-019-02386-w","title":"Local practitioners’ use of vulnerability and resilience concepts in adaptation to flood hazards","year":2019,"lang":"en","type":"article","venue":"Climatic Change","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Waterloo; Toronto Metropolitan University","funders":"International Development Research Centre","keywords":"Vulnerability (computing); Disaster risk reduction; Operationalization; Resilience (materials science); Flood myth; Adaptation (eye); Natural hazard; Environmental resource management; Psychological resilience; Environmental planning; Risk analysis (engineering); Psychology; Geography; Computer science; Social psychology; Business; Environmental science; Computer security; Epistemology","score_opus":0.07823590389864886,"score_gpt":0.3573070928968999,"score_spread":0.279071188998251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917498646","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":[0.992688,0.000030314852,0.000844758,0.0010131681,0.00014209,0.00069895724,0.0000036009,0.000013264886,0.0045658215],"genre_scores_gemma":[0.99871033,0.000043921988,0.0005783027,0.00019269621,0.000020895888,0.00003372758,0.0000020872926,0.0000030543395,0.00041498386],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990753,0.00014776996,0.00016899414,0.0001803602,0.00026185575,0.00016572658],"domain_scores_gemma":[0.9995043,0.00018506961,0.00007155078,0.0001392828,0.000039916144,0.00005984141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005496121,0.000056656965,0.00012317297,0.000073943345,0.000059270067,0.000039129536,0.00009803322,0.00003660036,0.00013276239],"category_scores_gemma":[0.00024051382,0.000053210544,0.00001647331,0.0002483232,0.00021991321,0.00047822078,0.000057120425,0.00004690344,0.000039473183],"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":[0.00013306741,0.00040850157,0.20022735,0.0006203605,0.000016334925,0.000007733322,0.5962052,0.0010268763,0.00064007204,0.03991417,0.0005045515,0.16029583],"study_design_scores_gemma":[0.0011128029,0.00038816978,0.66393644,0.00056092214,0.000024577645,6.6282223e-7,0.2999281,0.022396041,0.000112805596,0.0030474095,0.008068093,0.00042399793],"about_ca_topic_score_codex":0.0018556818,"about_ca_topic_score_gemma":0.004625047,"teacher_disagreement_score":0.4637091,"about_ca_system_score_codex":0.000048181915,"about_ca_system_score_gemma":0.000030218134,"threshold_uncertainty_score":0.28052482},"labels":[],"label_agreement":null},{"id":"W2918875428","doi":"10.22215/etd/2019-13460","title":"Bringing adaptation home: Citizen engagements with climate change at home site scales in Ottawa and Halifax","year":2019,"lang":"en","type":"dissertation","venue":"","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":true,"ca_institutions":"Carleton University","funders":"","keywords":"Climate change; Context (archaeology); Geography; Environmental planning; Stormwater; Neighbourhood (mathematics); Flooding (psychology); Political science; Climate change adaptation; Environmental resource management; Psychology; Environmental science; Ecology","score_opus":0.021551679846429993,"score_gpt":0.2772811741747267,"score_spread":0.2557294943282967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918875428","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":[0.824986,0.00023316656,0.000010692035,0.00010128017,0.00034069017,0.0007442299,0.000010851491,0.00006354047,0.17350955],"genre_scores_gemma":[0.95021075,0.0014313865,0.00013004678,0.00007806597,0.000087403,0.00006443376,0.0003363752,0.000025925507,0.047635637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826676,0.00012383494,0.0002219479,0.0004314972,0.0005241899,0.00043177223],"domain_scores_gemma":[0.99950284,0.000060263515,0.00018179113,0.00013659464,0.000047200017,0.0000712999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005491942,0.0002101497,0.00024773533,0.0003086152,0.00036825804,0.00021966781,0.00019655311,0.00013148705,0.00012905513],"category_scores_gemma":[0.000015171851,0.0001839817,0.00003402206,0.00032548502,0.00008277514,0.0004938595,0.000071558796,0.00013752918,0.00009672251],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035284675,0.00014437591,0.6057055,0.0015632192,0.000108222004,0.000061502375,0.26312038,0.00006059707,0.00012529794,0.024610102,0.0010018232,0.10314615],"study_design_scores_gemma":[0.0011268398,0.00008611928,0.86289364,0.0010503547,0.00007631135,3.8322233e-7,0.12941256,0.0007920473,0.00001318858,0.00021290469,0.0035474752,0.0007881726],"about_ca_topic_score_codex":0.0027161583,"about_ca_topic_score_gemma":0.18833774,"teacher_disagreement_score":0.25718814,"about_ca_system_score_codex":0.00010022184,"about_ca_system_score_gemma":0.000022556052,"threshold_uncertainty_score":0.826473},"labels":[],"label_agreement":null},{"id":"W2923702028","doi":"10.5670/oceanog.2019.128","title":"Listening Down the Pipe","year":2019,"lang":"en","type":"article","venue":"Oceanography","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Active listening; Geology; Environmental science; Acoustics; Psychology; Communication; Physics","score_opus":0.007876201105013376,"score_gpt":0.25305742490634997,"score_spread":0.24518122380133658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923702028","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":[0.40499693,0.000097700475,0.00002454717,0.001130839,0.00038783683,0.00014321636,3.1915258e-7,0.00005137577,0.59316725],"genre_scores_gemma":[0.9766478,0.000051720155,0.000045954574,0.0004568927,0.000101692356,0.0000023633318,6.6892306e-7,0.0000038146395,0.02268907],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992526,0.000062453655,0.00006929109,0.0001259378,0.0002707188,0.00021897908],"domain_scores_gemma":[0.9996815,0.000048079663,0.000034456396,0.00017638296,0.000021053871,0.000038563838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032380412,0.000052802243,0.000053458505,0.00006236137,0.0003563349,0.00014115036,0.00038483125,0.000025165406,0.00040040977],"category_scores_gemma":[0.000011931493,0.000033530276,0.000086598746,0.00052715966,0.00022086565,0.00016668574,0.00004926096,0.000061089784,0.00028354995],"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":[0.000014552046,0.000058251488,0.69920033,0.000022137456,0.00005066661,0.000003550637,0.03720084,0.000014178965,0.00013833585,0.20572607,0.040504687,0.017066395],"study_design_scores_gemma":[0.00010886193,0.000019494018,0.031171633,0.000015057584,0.000010753211,1.15974174e-7,0.014008535,0.000016733176,0.000015463673,0.0016354766,0.95289284,0.00010504531],"about_ca_topic_score_codex":0.000069330905,"about_ca_topic_score_gemma":0.0000993695,"teacher_disagreement_score":0.91238815,"about_ca_system_score_codex":0.00000465267,"about_ca_system_score_gemma":0.000013423288,"threshold_uncertainty_score":0.43842062},"labels":[],"label_agreement":null},{"id":"W2929506112","doi":"10.3390/su11071970","title":"How Development Affects News Media Coverage of Earthquakes: Implications for Disaster Risk Reduction in Observing Communities","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Center for International Studies, University of Southern California","keywords":"Newspaper; Media coverage; Disaster risk reduction; News media; Business; Political science; Geography; Environmental planning; Advertising; Sociology; Media studies","score_opus":0.022219488550808415,"score_gpt":0.29233904479909595,"score_spread":0.27011955624828754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2929506112","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":[0.9927594,0.000029307928,0.0010815358,0.0022689512,0.00016178655,0.0014031496,0.0000057952675,0.000024100491,0.002265994],"genre_scores_gemma":[0.99785507,0.000028221848,0.00039238416,0.000012056237,0.000028745979,0.00010327859,0.000011262341,0.000005325565,0.0015636407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897027,0.00028128864,0.000165962,0.00016256051,0.00015225641,0.0002676743],"domain_scores_gemma":[0.99895155,0.00034274088,0.00012104928,0.00031789328,0.00022476373,0.00004202537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008890421,0.00008149522,0.00014951841,0.00007650309,0.00023846739,0.000079316815,0.0002698697,0.000051718154,0.000016519885],"category_scores_gemma":[0.0005500864,0.00007689898,0.00004931479,0.00026636152,0.00022930802,0.0004040988,0.00009161078,0.00007772525,0.000001210239],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033306143,0.00012444108,0.7829206,0.00034167396,0.000009234314,7.610964e-8,0.1316595,0.00014422713,0.000019193652,0.016722722,0.000081253966,0.06794375],"study_design_scores_gemma":[0.00026347372,0.000028210065,0.6584753,0.000022679014,0.000006761509,3.3491496e-8,0.30939612,0.000016948874,0.000024966204,0.01888554,0.012776047,0.00010392507],"about_ca_topic_score_codex":0.0014722557,"about_ca_topic_score_gemma":0.015216204,"teacher_disagreement_score":0.17773663,"about_ca_system_score_codex":0.0003297552,"about_ca_system_score_gemma":0.00028298795,"threshold_uncertainty_score":0.84909993},"labels":[],"label_agreement":null},{"id":"W2931649202","doi":"10.1007/s11069-019-03599-z","title":"Assessing Canada’s disaster baselines and projections under the Sendai Framework for Disaster Risk Reduction: a modeling tool to track progress","year":2019,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Royal Roads University","funders":"","keywords":"Natural hazard; Disaster risk reduction; Reduction (mathematics); Track (disk drive); Risk assessment; Risk analysis (engineering); Environmental science; Geography; Computer science; Environmental resource management; Computer security; Business; Mathematics; Meteorology","score_opus":0.021278035829812216,"score_gpt":0.3382222919887062,"score_spread":0.316944256158894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2931649202","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":[0.97504246,0.00024620144,0.0074845133,0.012235213,0.0023248233,0.0013120997,0.000013704686,0.00005665336,0.001284317],"genre_scores_gemma":[0.9901775,0.000013958378,0.0039752647,0.00039674886,0.0007035191,0.00007159566,0.0000039759525,0.0000141096525,0.0046432884],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9985219,0.00011592916,0.00019074934,0.00034825827,0.00045482838,0.00036834003],"domain_scores_gemma":[0.9993818,0.0001262806,0.000073578696,0.00020356043,0.00013968356,0.00007511794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004792555,0.00014314501,0.00013945116,0.000046001296,0.00090808934,0.000598049,0.00022307021,0.00008096637,0.000028479752],"category_scores_gemma":[0.000119089615,0.000092475166,0.000060831124,0.0002888254,0.00013833045,0.00059892423,0.00007484914,0.000246109,0.0000047038225],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004108942,0.00025383852,0.011768477,0.00036106462,0.0003471803,0.0000049307446,0.08945735,0.015664136,0.00014598238,0.09973914,0.023318153,0.7585288],"study_design_scores_gemma":[0.0013264333,0.00020343314,0.012049121,0.00074492313,0.0003905932,0.00001465252,0.54894257,0.26207668,0.000050431016,0.01748154,0.15493798,0.0017816485],"about_ca_topic_score_codex":0.020303696,"about_ca_topic_score_gemma":0.11708433,"teacher_disagreement_score":0.7567472,"about_ca_system_score_codex":0.00011401101,"about_ca_system_score_gemma":0.00034209952,"threshold_uncertainty_score":0.9862202},"labels":[],"label_agreement":null},{"id":"W2931875985","doi":"10.22215/etd/2018-13343","title":"Two Floods, A Wildfire, and A Hurricane: The Role of the Canadian Armed Forces in Emergency Management","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"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":"Social Sciences and Humanities Research Council of Canada","keywords":"Natural disaster; Normative; Emergency management; Flood myth; Disaster response; Natural hazard; Political science; Public relations; Geography; Environmental planning; Environmental resource management; Business; Public administration; Environmental science; Archaeology","score_opus":0.0058096797442752065,"score_gpt":0.27775051137042894,"score_spread":0.27194083162615373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2931875985","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":[0.26393843,0.00033855854,1.5141826e-7,0.00038407306,0.00046435813,0.0005830449,0.0000016968324,0.0000062178046,0.73428345],"genre_scores_gemma":[0.91256666,0.00060415454,0.000026373384,0.00006729311,0.000070191534,0.000050176546,0.000011835783,0.0000074806085,0.08659586],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99876183,0.00009757382,0.00022228798,0.00021682405,0.00040151115,0.00029997798],"domain_scores_gemma":[0.9995322,0.0000134534985,0.00013559502,0.00021993724,0.000028625176,0.00007019395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038293115,0.00012289443,0.0001245853,0.00013075028,0.0005382845,0.000066353175,0.0006835219,0.000069561436,0.00043343508],"category_scores_gemma":[0.000024761648,0.00007022395,0.00005441714,0.00052616966,0.00023031372,0.00008086822,0.000053031483,0.00009196244,0.000006822399],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049325663,0.00014007988,0.12414774,0.00028227913,0.0002789296,0.000007120366,0.19047447,0.000005623467,0.000022148026,0.50211525,0.020939276,0.16153778],"study_design_scores_gemma":[0.0002984707,0.000030857835,0.2912626,0.00021656374,0.00015109648,1.2393231e-7,0.4264714,0.00008159189,0.000033913733,0.035977066,0.24510387,0.00037243078],"about_ca_topic_score_codex":0.6070708,"about_ca_topic_score_gemma":0.99568284,"teacher_disagreement_score":0.6486282,"about_ca_system_score_codex":0.0000529385,"about_ca_system_score_gemma":0.00015487494,"threshold_uncertainty_score":0.474581},"labels":[],"label_agreement":null},{"id":"W2933369404","doi":"10.1016/j.scib.2019.04.003","title":"Increasing the value of weather-related warnings","year":2019,"lang":"en","type":"article","venue":"Science Bulletin","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Value (mathematics); Environmental science; Meteorology; Geography; Statistics; Mathematics","score_opus":0.005183392815402238,"score_gpt":0.2529060848800698,"score_spread":0.2477226920646676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2933369404","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":[0.69302696,0.00003413355,0.000007193728,0.005082169,0.00026948433,0.00016878001,1.7178208e-7,0.000024377634,0.3013867],"genre_scores_gemma":[0.97750413,0.000014483113,0.0001567919,0.00018659508,0.000024766961,0.000002096239,1.17456565e-7,0.0000034158834,0.022107607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840236,0.0001606364,0.00014899846,0.00022359508,0.0007394802,0.00032494744],"domain_scores_gemma":[0.9993807,0.00014653664,0.00011228382,0.00022947247,0.000072990704,0.000057990826],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00394193,0.00006077433,0.00008501632,0.00007465594,0.0005611541,0.00010730496,0.0010072496,0.00002889553,0.0013736035],"category_scores_gemma":[0.00041879585,0.000039414357,0.00004119218,0.000829114,0.002006881,0.00013258959,0.00016232028,0.00008587482,0.0007417184],"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":[0.000040110455,0.00013690122,0.10065347,0.000033315457,0.000019865587,0.0000036902843,0.14738066,0.00035170975,0.02645471,0.6954997,0.005891478,0.023534369],"study_design_scores_gemma":[0.00040140943,0.00009899717,0.06512399,0.00015093446,0.0000209758,0.0000026088433,0.052341625,0.0006712642,0.00084661896,0.005169673,0.8748516,0.00032032566],"about_ca_topic_score_codex":0.001582086,"about_ca_topic_score_gemma":0.00001641841,"teacher_disagreement_score":0.8689601,"about_ca_system_score_codex":0.000033790264,"about_ca_system_score_gemma":0.0001379799,"threshold_uncertainty_score":0.99953926},"labels":[],"label_agreement":null},{"id":"W2935823067","doi":"10.3390/urbansci3020044","title":"(Re)emphasizing Urban Infrastructure Resilience via Scoping Review and Content Analysis","year":2019,"lang":"en","type":"article","venue":"Urban Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Resilience (materials science); Urban resilience; Green infrastructure; Sustainability; Environmental planning; Context (archaeology); Terminology; Content analysis; Urban planning; Preparedness; Environmental resource management; Political science; Geography; Sociology; Engineering; Social science; Environmental science; Civil engineering","score_opus":0.025835262893932037,"score_gpt":0.318353892356327,"score_spread":0.29251862946239493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935823067","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":[0.7508615,0.037691046,0.0028965033,0.003814944,0.0012165286,0.0037341206,0.000005654039,0.0002930099,0.19948667],"genre_scores_gemma":[0.99135125,0.0018605794,0.0004242954,0.0013413809,0.000054821325,0.000011285143,8.97784e-7,0.0000057445836,0.0049497625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719495,0.00010879466,0.0003223459,0.0007296186,0.0010218304,0.00062245043],"domain_scores_gemma":[0.99880755,0.000097177195,0.00019461765,0.00047734202,0.00016383093,0.0002594938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018805474,0.00016299094,0.0003616933,0.00033055467,0.0008086738,0.0003536646,0.0010737784,0.00004584116,0.00042549823],"category_scores_gemma":[0.00035242218,0.00013652876,0.00008672955,0.0038156577,0.0016344907,0.0012135669,0.0003010828,0.00012034144,0.00006649306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012340221,0.000059425343,0.93495464,0.0015595631,0.00010105859,0.000011904173,0.020756597,0.00017115293,0.003317521,0.016068092,0.0049385447,0.01804914],"study_design_scores_gemma":[0.0022746942,0.00061464607,0.8242281,0.031996213,0.003525501,0.000008855655,0.08099359,0.00678556,0.0014427167,0.0019824863,0.041147932,0.0049997014],"about_ca_topic_score_codex":0.0002904135,"about_ca_topic_score_gemma":0.00052993704,"teacher_disagreement_score":0.24048972,"about_ca_system_score_codex":0.000097987315,"about_ca_system_score_gemma":0.00025535098,"threshold_uncertainty_score":0.6219747},"labels":[],"label_agreement":null},{"id":"W2936418510","doi":"10.3390/cli7040056","title":"Development of a Matrix Based Statistical Framework to Compute Weight for Composite Hazards, Vulnerability and Risk Assessments","year":2019,"lang":"en","type":"article","venue":"Climate","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre; Department for International Development; Government of the United Kingdom","keywords":"Vulnerability (computing); Statistics; Eigenvalues and eigenvectors; Matrix (chemical analysis); Composite index; Mathematics; Composite indicator; Computer science; Econometrics; Reliability engineering; Engineering","score_opus":0.017871495534977796,"score_gpt":0.37420360836315675,"score_spread":0.35633211282817895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936418510","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":[0.7939721,0.000012638866,0.20241696,0.00014276456,0.0002484396,0.00066049845,0.00006484288,0.000026136708,0.002455654],"genre_scores_gemma":[0.56867546,0.000013265915,0.43104106,0.00006834248,0.000021820118,0.0000203598,0.000010462904,0.000005738356,0.00014344936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888647,0.00010389128,0.00022723137,0.0002450453,0.0002616331,0.00027574215],"domain_scores_gemma":[0.9992562,0.00035026795,0.000089422974,0.00013878992,0.000055515484,0.00010980344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008404907,0.00008477916,0.00018103239,0.000034326386,0.00027030922,0.0000702005,0.00017292259,0.00004606552,0.0000931486],"category_scores_gemma":[0.000055179098,0.00007474546,0.000025964946,0.00011900286,0.00010833357,0.00007095346,0.00010740613,0.00006178915,0.00003525345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043835212,0.00053250365,0.74551344,0.0009645966,0.00011847145,0.0000031901563,0.011191106,0.00043248432,0.00055895513,0.12545307,0.0011780217,0.11361584],"study_design_scores_gemma":[0.0024168289,0.00046116847,0.78766793,0.0005459213,0.00017032358,2.1299113e-7,0.004179939,0.05142266,0.00048362356,0.013603214,0.13814147,0.00090672774],"about_ca_topic_score_codex":0.000039851926,"about_ca_topic_score_gemma":0.00008369906,"teacher_disagreement_score":0.22862412,"about_ca_system_score_codex":0.000038130573,"about_ca_system_score_gemma":0.00007194772,"threshold_uncertainty_score":0.30480313},"labels":[],"label_agreement":null},{"id":"W2936785905","doi":"10.14288/1.0378078","title":"Mobilizing after disasters in advanced industrial democracies","year":2019,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","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":"University of British Columbia","funders":"","keywords":"Political science; Business; Political economy; Economics","score_opus":0.00934525198747388,"score_gpt":0.19732569342829115,"score_spread":0.18798044144081727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936785905","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":[0.9704535,0.00004837331,0.000011766441,0.00011083653,0.00026917263,0.00032205175,0.000008846439,0.000029570332,0.028745878],"genre_scores_gemma":[0.9910342,0.000058541067,0.00006717296,0.000026593088,0.000021885628,6.345403e-7,0.0000017292599,0.0000046991686,0.0087845605],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905014,0.00008004891,0.0000871881,0.0002565162,0.0002664482,0.00025968498],"domain_scores_gemma":[0.99965626,0.00003868078,0.00006490539,0.00013798913,0.000035958936,0.00006620701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022767758,0.00002848619,0.0001526461,0.00004863153,0.00013554812,0.00009795255,0.0003182455,0.00007933767,0.00032231328],"category_scores_gemma":[0.000026265894,0.000098609846,0.000062231986,0.000358064,0.00033714165,0.0006731631,0.00012435796,0.000094721276,0.00005315013],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003376401,0.000086143744,0.4901122,0.00003234575,0.00001118902,0.000065579225,0.006016102,0.000044291748,0.000056718545,0.0000141946075,0.0005585448,0.5029689],"study_design_scores_gemma":[0.0007881796,0.000031068976,0.9358186,0.00015736355,0.000007521044,4.656402e-7,0.06002823,0.000020143683,1.3968189e-7,0.0001778724,0.002844598,0.00012577763],"about_ca_topic_score_codex":0.069057554,"about_ca_topic_score_gemma":0.59423876,"teacher_disagreement_score":0.5251812,"about_ca_system_score_codex":0.00007061964,"about_ca_system_score_gemma":0.000056919296,"threshold_uncertainty_score":0.93714166},"labels":[],"label_agreement":null},{"id":"W2939109696","doi":"10.1504/ijem.2019.10020714","title":"How risk assessments by emergency management organisations fall prey to narrow framing","year":2019,"lang":"en","type":"article","venue":"International Journal of Emergency Management","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":"York University","funders":"","keywords":"Framing (construction); Emergency management; Risk management; Risk assessment; Risk analysis (engineering); Transparency (behavior); Business; Political science; Public relations; Computer science; Engineering; Computer security","score_opus":0.016322785622524417,"score_gpt":0.3384829734926715,"score_spread":0.32216018787014705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939109696","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":[0.52486265,0.00049775006,0.0362205,0.012362386,0.027787726,0.0018157301,0.000040227183,0.000094804294,0.3963182],"genre_scores_gemma":[0.8386366,0.0034600731,0.0027349873,0.00016278119,0.00044835938,0.000026122,0.000011572384,0.000028050494,0.15449145],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604064,0.00017597248,0.0007583979,0.00038543806,0.002193039,0.00044651487],"domain_scores_gemma":[0.9982937,0.000021360014,0.00067907176,0.0002985985,0.0004790925,0.00022816143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009965161,0.00023674333,0.00022314859,0.00053465046,0.0002742857,0.00024426606,0.0018877579,0.000058826652,0.0031638846],"category_scores_gemma":[0.000058399084,0.00022889208,0.00022660858,0.00055365945,0.00003359465,0.0009891196,0.0004145829,0.00019443913,0.00028238646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018510339,0.0014771724,0.20803724,0.00019457066,0.0039315107,0.00016381082,0.013290752,0.0022390448,0.0005226289,0.098228715,0.5906867,0.0810428],"study_design_scores_gemma":[0.00083591393,0.00019568976,0.028062489,0.00011108707,0.0002335744,0.0000011118574,0.025848834,0.00011926825,0.000039655257,0.0051099854,0.9389616,0.00048078116],"about_ca_topic_score_codex":0.00015221073,"about_ca_topic_score_gemma":0.00022503771,"teacher_disagreement_score":0.34827495,"about_ca_system_score_codex":0.00031789855,"about_ca_system_score_gemma":0.000031146785,"threshold_uncertainty_score":0.99774736},"labels":[],"label_agreement":null},{"id":"W2940835312","doi":"10.24095/hpcdp.39.4.06","title":"Evidence synthesis - Evaluating risk communication during extreme weather and climate change: a scoping review","year":2019,"lang":"en","type":"review","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"CINAHL; Extreme weather; Climate change; Scopus; Grey literature; Risk communication; Public health; Business; MEDLINE; Political science; Public relations; Environmental resource management; Geography; Medicine; Environmental health; Environmental science; Nursing","score_opus":0.2537285534576605,"score_gpt":0.4688976169846333,"score_spread":0.2151690635269728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940835312","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016446743,0.99303514,0.0000045929055,0.0010891542,0.00013659116,0.00536329,0.000018945813,0.000021178676,0.00016664894],"genre_scores_gemma":[0.0011069764,0.9972509,0.000024092316,0.000067514695,0.00006525826,0.0012404134,0.000017849829,0.0000184957,0.00020846346],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9950604,0.0028284737,0.0007178889,0.00046600093,0.00049226684,0.00043501332],"domain_scores_gemma":[0.9982477,0.00023374165,0.0008712438,0.0003506415,0.00003897989,0.00025770208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027528699,0.00021775052,0.0006981134,0.0001037908,0.0006189139,0.000080064136,0.00023141822,0.000055372184,0.00026258943],"category_scores_gemma":[0.00032563866,0.00020750954,0.00008358568,0.00029657377,0.00007706949,0.00040101615,0.00017367891,0.00021418619,0.000006250346],"study_design_candidate":"systematic_review","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":[0.000001986322,0.000019017041,0.00025053174,0.25262883,0.000007905543,9.0787347e-7,0.00013998398,3.934639e-7,2.6048368e-9,0.0000779483,0.000026835376,0.74684566],"study_design_scores_gemma":[0.00015320856,0.00002751829,0.0011233292,0.9855219,0.00038850453,7.6267276e-7,0.0002174067,0.00008750168,4.591534e-9,0.000040496554,0.012195356,0.00024398122],"about_ca_topic_score_codex":0.17879786,"about_ca_topic_score_gemma":0.82555366,"teacher_disagreement_score":0.74660164,"about_ca_system_score_codex":0.0017724786,"about_ca_system_score_gemma":0.0063771796,"threshold_uncertainty_score":0.9992557},"labels":[],"label_agreement":null},{"id":"W2941234011","doi":"10.1089/hs.2018.0062","title":"The Role and Function of the Liaison Officer: Lessons Learned and Applied after Superstorm Sandy","year":2019,"lang":"en","type":"article","venue":"Health Security","topic":"Disaster Management and Resilience","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":"","keywords":"Officer; Staffing; Agency (philosophy); Public health; Emergency management; Public relations; Engineering; Medicine; Nursing; Political science; Business; Sociology","score_opus":0.014736870618849875,"score_gpt":0.29302226866692827,"score_spread":0.2782853980480784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941234011","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":[0.9608866,0.0015970229,0.000002302839,0.007510103,0.00022510834,0.0004063766,0.0000020706948,0.000013157593,0.029357284],"genre_scores_gemma":[0.9979942,0.00082989887,0.0000024800988,0.00033001954,0.000039993407,0.000008852121,3.3744564e-7,0.000002809418,0.00079140085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992758,0.00010381036,0.00009996322,0.00013714617,0.0001979708,0.0001852961],"domain_scores_gemma":[0.99966925,0.00006174763,0.000064585416,0.00013491375,0.0000150343885,0.000054455402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062717544,0.000049462924,0.00008283466,0.000012988518,0.0004904843,0.000046776157,0.00010167699,0.00003568434,0.00002772122],"category_scores_gemma":[0.0000116240235,0.000028943294,0.000017825882,0.00010119971,0.00024462244,0.00006954174,0.00007466726,0.00008825245,0.0000064119977],"study_design_candidate":"observational","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":[0.00049625855,0.0001430077,0.22860688,0.000386587,0.00003288624,1.667114e-7,0.17933767,0.0000033932026,0.00012830186,0.35128474,0.002024389,0.23755571],"study_design_scores_gemma":[0.00042454962,0.000093255614,0.44054237,0.000038424336,0.000013835154,1.2270793e-7,0.053152718,0.00006448436,0.000021141368,0.00968999,0.49585295,0.00010615835],"about_ca_topic_score_codex":0.0009229816,"about_ca_topic_score_gemma":0.005607319,"teacher_disagreement_score":0.49382856,"about_ca_system_score_codex":0.00002082558,"about_ca_system_score_gemma":0.0000636274,"threshold_uncertainty_score":0.3772458},"labels":[],"label_agreement":null},{"id":"W2943385945","doi":"10.11575/prism/36453","title":"Accidental Residential Fires in Calgary: A Theoretical Consideration","year":2019,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accidental; Forensic engineering; Engineering; Geography; Physics","score_opus":0.021064192748593096,"score_gpt":0.3628972217578177,"score_spread":0.3418330290092246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943385945","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":[0.50616646,0.00004151804,0.0000017861216,0.0001670531,0.0006514567,0.0006623724,0.0000020186112,0.0000012880824,0.49230605],"genre_scores_gemma":[0.8849814,0.000042410367,0.00012907761,0.000028352608,0.00009697812,0.000021681668,0.0002057015,0.000010598221,0.11448381],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9984821,0.00020860822,0.00025618688,0.00037050995,0.00043357795,0.00024898723],"domain_scores_gemma":[0.9995403,0.000090281304,0.00011978603,0.00016137588,0.00003855109,0.000049670525],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005457533,0.00013179702,0.00021028765,0.0001153677,0.0002003864,0.000929833,0.0006323025,0.00021198487,0.010590293],"category_scores_gemma":[0.00017515436,0.00012811145,0.000050817773,0.00016071604,0.00017147943,0.0004683951,0.00010652935,0.00017304263,0.0010067506],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012238757,0.0005342423,0.016062971,0.000115304596,0.0001316014,0.00034313492,0.25929502,0.00001574503,0.00075339247,0.345695,0.018955896,0.3568738],"study_design_scores_gemma":[0.005602756,0.00041127548,0.151445,0.0027940306,0.00047844878,0.000004414262,0.6091479,0.0007853675,0.0042214473,0.051008746,0.1705881,0.003512492],"about_ca_topic_score_codex":0.002983218,"about_ca_topic_score_gemma":0.09611518,"teacher_disagreement_score":0.37881494,"about_ca_system_score_codex":0.000069661946,"about_ca_system_score_gemma":0.00037647318,"threshold_uncertainty_score":0.99977106},"labels":[],"label_agreement":null},{"id":"W2944078400","doi":"10.1017/s1049023x1900116x","title":"Advancing Performance Measurement for Public Health Emergency Preparedness: An Integrated Knowledge Translation Approach","year":2019,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","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":true,"ca_institutions":"Université de Sherbrooke; University of British Columbia; University of Ottawa; University of Toronto; Public Health Ontario","funders":"","keywords":"Knowledge translation; Knowledge management; Participatory action research; Delphi method; Relevance (law); Citizen journalism; Resilience (materials science); Preparedness; Process management; Computer science; Political science; Sociology; Business","score_opus":0.09818614133914112,"score_gpt":0.33323736700037576,"score_spread":0.23505122566123465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944078400","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":[0.9074958,0.0030009921,0.013545022,0.0024608665,0.0011945204,0.0020390684,0.0000044141475,0.00011794942,0.07014134],"genre_scores_gemma":[0.99686325,0.00030708066,0.00048822808,0.000084794476,0.00022366646,0.00008652677,0.000037065198,0.00001202009,0.0018973459],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99833685,0.00011895533,0.000313422,0.0003711397,0.0004233926,0.00043620993],"domain_scores_gemma":[0.99928814,0.000022490007,0.000105570725,0.0001660913,0.00015713609,0.0002605561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015991218,0.00015156556,0.00022635552,0.000088139925,0.00030325307,0.000041366042,0.00020726126,0.000043219792,0.00013064937],"category_scores_gemma":[0.00007258033,0.00011073139,0.000033952707,0.00025193428,0.00016528732,0.00086497894,0.000029946114,0.000065951936,0.000007553415],"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":[0.000069171816,0.00042493796,0.02051628,0.0008164089,0.00003604624,9.832852e-8,0.5355017,0.000014032846,0.00009174662,0.0035000492,0.0015016024,0.43752787],"study_design_scores_gemma":[0.003892392,0.0037327136,0.026762472,0.000613817,0.00007520604,0.0000011583453,0.64233375,0.01842105,0.0000062055733,0.0009894063,0.3023395,0.00083236274],"about_ca_topic_score_codex":0.00014080164,"about_ca_topic_score_gemma":0.00041678568,"teacher_disagreement_score":0.43669552,"about_ca_system_score_codex":0.00008723376,"about_ca_system_score_gemma":0.00012380905,"threshold_uncertainty_score":0.4515495},"labels":[],"label_agreement":null},{"id":"W2944190395","doi":"10.18584/iipj.2019.10.2.2","title":"International Disaster Risk Reduction Strategies and Indigenous Peoples","year":2019,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Indigenous; Disaster risk reduction; Traditional knowledge; Incentive; Political science; Environmental planning; Environmental resource management; Economic growth; Sociology; Geography; Ecology","score_opus":0.011341087041596072,"score_gpt":0.31645621557728615,"score_spread":0.30511512853569006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944190395","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":[0.84882116,0.00010518189,0.00018983228,0.0014553387,0.002419636,0.00022891832,0.000016676133,0.00004203721,0.14672118],"genre_scores_gemma":[0.98134136,0.0027759129,0.00019600493,0.00013343494,0.0028737108,0.000006251858,0.000010282403,0.00001658112,0.01264648],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99794585,0.00014681011,0.00034688637,0.00025410965,0.0008651623,0.0004411775],"domain_scores_gemma":[0.9990367,0.00009063312,0.0003518718,0.0001241861,0.00022372861,0.00017282265],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00063332944,0.00016144637,0.00014437917,0.0005368319,0.00081081764,0.0016377219,0.0007622447,0.00009577853,0.0008088219],"category_scores_gemma":[0.00015050234,0.00014752065,0.0000950424,0.0001918966,0.00024085231,0.0017858845,0.0001270202,0.00033328997,0.00019665335],"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":[0.00015313496,0.00032541694,0.14449278,0.000020497531,0.00057215744,0.00004597054,0.7162995,0.00066447083,0.0007160652,0.06615134,0.0011091708,0.06944953],"study_design_scores_gemma":[0.0018237042,0.00031559146,0.1392059,0.000158724,0.00007538339,0.00065819686,0.5441357,0.00009776121,0.00008090061,0.033234213,0.2793386,0.0008753223],"about_ca_topic_score_codex":0.003880165,"about_ca_topic_score_gemma":0.00093513157,"teacher_disagreement_score":0.27822945,"about_ca_system_score_codex":0.00035003797,"about_ca_system_score_gemma":0.0006978027,"threshold_uncertainty_score":0.99939865},"labels":[],"label_agreement":null},{"id":"W2944323104","doi":"10.33007/ska.v15i2.551","title":"MODEL PELATIHAN PENANGGULANGAN BENCANA DALAM MENINGKATKAN KEMANDIRIAN MASYARAKAT (Studi Di Daerah Rawan Longsor Kawasan Cadas Pangeran Kabupaten Sumedang Propinsi Jawa Barat)","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"Encana (Canada)","funders":"","keywords":"Forestry; Geography","score_opus":0.34184516286775685,"score_gpt":0.5744666355244142,"score_spread":0.2326214726566574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944323104","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":[0.8593353,0.0031020558,0.00020003859,0.0011479629,0.0010391658,0.0015410084,0.000035320558,0.000102049285,0.13349712],"genre_scores_gemma":[0.98445505,0.0025537752,0.00015960346,0.00012512474,0.00047862824,0.00008343701,0.000024652685,0.000082637685,0.012037108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943102,0.0005452158,0.0010329988,0.0009875278,0.0019237696,0.0012003101],"domain_scores_gemma":[0.9958082,0.00014986648,0.0016159036,0.0013215774,0.00037020032,0.000734245],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025233324,0.00061428745,0.0011092103,0.0006583213,0.004099431,0.006734818,0.0077255773,0.00022841993,0.0020082428],"category_scores_gemma":[0.00046599333,0.0005279914,0.00035665455,0.0006375826,0.0010877823,0.0064108456,0.0021559494,0.0005761287,0.000034083583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001437671,0.0002912689,0.95125073,0.00012757991,0.00031196128,0.00015073245,0.010498554,0.0003623386,0.004988738,0.0017889758,0.014364281,0.015721083],"study_design_scores_gemma":[0.0010084758,0.000028140905,0.97890663,0.00064894505,0.0002279905,0.0000039914353,0.0029176932,0.0011749619,0.0011509204,0.0035760575,0.009347814,0.0010083985],"about_ca_topic_score_codex":0.014120679,"about_ca_topic_score_gemma":0.021272572,"teacher_disagreement_score":0.12511975,"about_ca_system_score_codex":0.00029110082,"about_ca_system_score_gemma":0.00046164717,"threshold_uncertainty_score":0.9997172},"labels":[],"label_agreement":null},{"id":"W2944939962","doi":"10.22215/etd/2018-12999","title":"The Development of Emergency Management Networks A Case Study of the Province of Ontario","year":2018,"lang":"en","type":"dissertation","venue":"","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":true,"ca_institutions":"Carleton University","funders":"","keywords":"Corporate governance; Emergency management; Network governance; Tracing; Action (physics); Process (computing); Order (exchange); Political science; Business; Public relations; Public administration; Computer science; Law; Finance","score_opus":0.01939565887859405,"score_gpt":0.3071230323171499,"score_spread":0.2877273734385558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944939962","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":[0.7641614,0.000040262552,0.00003643977,0.000008073047,0.0010776714,0.0013429724,2.3835679e-7,0.0000055664837,0.23332739],"genre_scores_gemma":[0.7065305,0.000025488695,0.00013363364,0.0000015255384,0.000022511174,0.000035421624,0.0000020571406,0.000005437233,0.29324338],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99822557,0.000102967955,0.0006186301,0.00019654984,0.00066713936,0.0001891583],"domain_scores_gemma":[0.99882835,0.000022666822,0.000610506,0.00034817535,0.00016601097,0.000024317145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070066686,0.00012802024,0.00018074602,0.00004443393,0.0005467744,0.000016475942,0.0008029755,0.000061130195,0.00019105367],"category_scores_gemma":[0.000011539175,0.00006902969,0.00007860292,0.00029445358,0.000118360455,0.00005122241,0.00015160373,0.0000819436,0.0000013675449],"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":[0.0001391861,0.0016337072,0.021467496,0.0005354043,0.00088295457,0.000035924033,0.8613238,0.00008492355,0.0000033812023,0.009880182,0.006183777,0.097829275],"study_design_scores_gemma":[0.00025991315,0.00013696234,0.039135065,0.00016755839,0.00023358523,2.056809e-7,0.9348133,0.000016751856,0.000044266926,0.00016679756,0.024820637,0.00020493355],"about_ca_topic_score_codex":0.040461604,"about_ca_topic_score_gemma":0.9765915,"teacher_disagreement_score":0.9361299,"about_ca_system_score_codex":0.00008859418,"about_ca_system_score_gemma":0.00046489542,"threshold_uncertainty_score":0.965928},"labels":[],"label_agreement":null},{"id":"W2945034383","doi":"10.21810/jicw.v2i1.961","title":"National Security &amp; Emerging Threats to The West Coast","year":2019,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Officer; Terrorism; National security; Presentation (obstetrics); Political science; Criminology; Law; Sociology","score_opus":0.04752211911293841,"score_gpt":0.3516520785338755,"score_spread":0.30412995942093707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945034383","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":[0.89088476,0.0027622248,0.002032017,0.028991988,0.0011931672,0.0004916777,0.0000061066326,0.000017482402,0.073620595],"genre_scores_gemma":[0.9929614,0.0017612994,0.000020579417,0.0007660154,0.0002198724,9.639662e-7,3.648725e-7,0.000003888872,0.004265626],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881536,0.00013104374,0.00022159191,0.00007618077,0.0005745015,0.00018134479],"domain_scores_gemma":[0.99915487,0.00021399693,0.00014767214,0.00011201167,0.00028994275,0.0000815146],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017396373,0.00007823019,0.00010819768,0.000058859427,0.00040564386,0.00011286594,0.0006058085,0.000028494935,0.0012964868],"category_scores_gemma":[0.0001368802,0.000040007842,0.00005038242,0.00023725498,0.00018118358,0.00019791155,0.0000999867,0.00016894995,0.00010122903],"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":[0.0003086627,0.00014018745,0.027155569,0.000060875995,0.00019975615,0.000007525354,0.6662662,0.0037421286,0.00037674065,0.16187498,0.034380753,0.10548661],"study_design_scores_gemma":[0.00010331145,0.000118175514,0.004793406,0.00013429958,0.000039687722,0.000018655344,0.10775651,0.00012666771,0.00013255647,0.008203094,0.87839264,0.00018101226],"about_ca_topic_score_codex":0.0001963549,"about_ca_topic_score_gemma":0.0013953354,"teacher_disagreement_score":0.84401184,"about_ca_system_score_codex":0.000024092931,"about_ca_system_score_gemma":0.00007256467,"threshold_uncertainty_score":0.99961644},"labels":[],"label_agreement":null},{"id":"W2946747586","doi":"","title":"The Evaluation of the Neighbourhood Empowerment Team","year":2017,"lang":"en","type":"article","venue":"Student Research Proceedings","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":"MacEwan University","funders":"","keywords":"Neighbourhood (mathematics); Empowerment; Agency (philosophy); Safety net; Public relations; Sociology; Perception; Political science; Psychology; Social science; Law","score_opus":0.21539124909719037,"score_gpt":0.5338870149042911,"score_spread":0.31849576580710076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946747586","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":[0.4856363,0.000050487437,2.376496e-7,0.0066770837,0.0002070038,0.00079666445,2.1876453e-7,0.0000054266247,0.5066266],"genre_scores_gemma":[0.9761674,0.00013475386,0.0000027089695,0.000014100096,0.00019469003,0.000101515565,5.682543e-8,0.000004156386,0.02338065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99289083,0.00020360331,0.00017915733,0.00020958825,0.0060777212,0.0004391216],"domain_scores_gemma":[0.9978005,0.000110706176,0.00018909002,0.00037446176,0.001461098,0.00006410212],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02062738,0.00006017319,0.0000732438,0.000047649268,0.0060826014,0.0013033396,0.0032216709,0.00003325567,0.000076573655],"category_scores_gemma":[0.0034570065,0.000030068619,0.00006146468,0.00022778436,0.0015465218,0.00033319407,0.0011299509,0.00020367728,0.00002494414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028131046,0.00028174336,0.3955981,0.00002606004,0.000077695026,2.680529e-7,0.09239808,0.00000219353,0.0005416853,0.36875945,0.06372608,0.07856048],"study_design_scores_gemma":[0.00029320072,0.00005361287,0.8164317,0.000049456336,0.000017270053,5.620286e-8,0.09334267,0.0000485261,0.00017251702,0.023408117,0.06612357,0.000059286656],"about_ca_topic_score_codex":0.00047053123,"about_ca_topic_score_gemma":0.00081885303,"teacher_disagreement_score":0.4905311,"about_ca_system_score_codex":0.00015076353,"about_ca_system_score_gemma":0.00022067913,"threshold_uncertainty_score":0.9997334},"labels":[],"label_agreement":null},{"id":"W2947202110","doi":"10.1038/s41558-019-0490-0","title":"Tracking global climate change adaptation among governments","year":2019,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":265,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; PricewaterhouseCoopers (Canada); McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; European Commission; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; McGill University; Institute on the Environment, University of Minnesota; Yale University","keywords":"Adaptation (eye); Vulnerability (computing); Climate change adaptation; Conceptual framework; Tracking (education); Mandate; Process management; Climate change; Political science; Computer science; Environmental resource management; Business; Sociology; Economics; Psychology; Computer security; Social science","score_opus":0.043977965132092706,"score_gpt":0.3229834843559616,"score_spread":0.27900551922386885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947202110","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":[0.7650429,0.00082909164,0.000003581084,0.0011641429,0.002630036,0.0011503114,0.0000865788,0.00018103572,0.22891231],"genre_scores_gemma":[0.9957701,0.0017712712,0.000052510328,0.001012766,0.00093568437,0.000072359166,0.000023959798,0.000016380161,0.0003449903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778754,0.000097140255,0.00017706174,0.000395188,0.0008113803,0.00073169766],"domain_scores_gemma":[0.9993985,0.000031733383,0.00017433437,0.00021520839,0.00006147199,0.00011869651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051491376,0.000179849,0.00018279847,0.000041088842,0.00035465762,0.0001961715,0.00039832524,0.0003091405,0.0003193883],"category_scores_gemma":[0.00003621202,0.00016738623,0.000089198744,0.00042081773,0.000112138696,0.0012680811,0.00017209741,0.00024316156,0.00046507837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006566971,0.000129107,0.7994359,0.0002172207,0.000023385352,0.00002438234,0.026886344,0.0000019794516,0.00003604043,0.11186266,0.0005509931,0.06076633],"study_design_scores_gemma":[0.00066956884,0.000080691934,0.93765926,0.00036155773,0.00005128599,6.2700366e-7,0.032254104,0.0004076966,0.0000149074085,0.0006527594,0.02736036,0.0004872027],"about_ca_topic_score_codex":0.00028659985,"about_ca_topic_score_gemma":0.002253406,"teacher_disagreement_score":0.23072717,"about_ca_system_score_codex":0.00024512704,"about_ca_system_score_gemma":0.000009281396,"threshold_uncertainty_score":0.6825812},"labels":[],"label_agreement":null},{"id":"W2947251425","doi":"10.1515/npf-2017-0025","title":"New Public Governance and the Growth of Co-Located Nonprofit Centers","year":2018,"lang":"en","type":"article","venue":"Nonprofit Policy Forum","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Business; Public relations; Order (exchange); Space (punctuation); Nonprofit organization; Public administration; Service (business); Political science; Marketing; Finance","score_opus":0.017401859576813422,"score_gpt":0.3025113769062206,"score_spread":0.28510951732940715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947251425","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":[0.17494741,0.0002652193,0.00056467444,0.14947003,0.000599503,0.001037786,0.00002262909,0.00012009209,0.6729727],"genre_scores_gemma":[0.97713673,0.00019181779,0.00011498779,0.0016468614,0.00051124656,0.000010986858,0.0000020333478,0.000011965888,0.02037335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983424,0.000117216405,0.00023320793,0.0002457346,0.00047083947,0.00059063296],"domain_scores_gemma":[0.9991989,0.00007364501,0.00019233275,0.00025577194,0.000114008115,0.00016531008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054010324,0.00013381851,0.00019107762,0.00007636186,0.0004987591,0.00014177513,0.0006688656,0.00007362039,0.00015413685],"category_scores_gemma":[0.00028722305,0.00009210711,0.000072571915,0.00066980463,0.002034931,0.0003909724,0.00017861188,0.00009072678,0.00008754053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070575574,0.000017281734,0.036745537,0.000017011107,0.000025213318,5.222823e-7,0.0046328204,4.1283645e-8,0.00006171036,0.9137671,0.034657896,0.010004278],"study_design_scores_gemma":[0.00915288,0.0005552445,0.17620271,0.00022114368,0.000114882714,0.0000046788446,0.021294419,0.00024790762,0.004113756,0.08458003,0.7024053,0.0011070459],"about_ca_topic_score_codex":0.02418275,"about_ca_topic_score_gemma":0.003588926,"teacher_disagreement_score":0.8291871,"about_ca_system_score_codex":0.00005475447,"about_ca_system_score_gemma":0.00026165746,"threshold_uncertainty_score":0.9823153},"labels":[],"label_agreement":null},{"id":"W2947268228","doi":"10.32799/ijih.v14i1.31952","title":"A First Nations Framework for Emergency Planning","year":2019,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Flood myth; Flooding (psychology); Natural disaster; Geography; Environmental planning; Work (physics); Population; General partnership; Political science; Sociology; Archaeology; Engineering","score_opus":0.029288257137735467,"score_gpt":0.40143184265029785,"score_spread":0.3721435855125624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947268228","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":[0.7432462,0.0022947371,0.1327273,0.034569964,0.023114914,0.0016978536,0.000039235627,0.000060770133,0.062249046],"genre_scores_gemma":[0.9902979,0.0009447083,0.0052804104,0.0004049788,0.0009452731,0.000004662535,0.0000026318598,0.000008048888,0.0021113555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986782,0.000042005417,0.0003803976,0.00008357915,0.0005837876,0.00023202659],"domain_scores_gemma":[0.998758,0.00021687201,0.00048892305,0.000057807767,0.00037825076,0.000100150275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007712866,0.00005609376,0.00011624123,0.00026938942,0.00050982623,0.00006236872,0.00056390685,0.000040619474,0.00026802806],"category_scores_gemma":[0.00027177972,0.000051008043,0.00009501373,0.00015809793,0.000028373832,0.00024941438,0.000021506174,0.00011212925,0.00002925596],"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":[0.00015450196,0.0004113321,0.13648157,0.00013053046,0.00030666558,0.0000194218,0.32313696,0.0026170032,0.00000638146,0.5150089,0.006097389,0.01562933],"study_design_scores_gemma":[0.0009814927,0.00073328515,0.031499356,0.00093461893,0.000018468481,0.000016912283,0.043398805,0.00011098559,0.000008225559,0.065838665,0.856165,0.0002941986],"about_ca_topic_score_codex":0.00032427654,"about_ca_topic_score_gemma":0.0015604522,"teacher_disagreement_score":0.8500676,"about_ca_system_score_codex":0.0002294974,"about_ca_system_score_gemma":0.0005588768,"threshold_uncertainty_score":0.39212227},"labels":[],"label_agreement":null},{"id":"W2947545872","doi":"","title":"\"An Earthquake Every Day\"; \"Leaving I see\"; and \"Real Estate\"","year":2017,"lang":"en","type":"article","venue":"Dalhousie review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Real estate; Seismology; Estate; Geology; Business; Finance","score_opus":0.03055341431194902,"score_gpt":0.3564341922231158,"score_spread":0.32588077791116676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947545872","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16875954,0.015730482,0.00004014389,0.0028559344,0.00048523184,0.0007842563,0.0000060402635,0.00015172332,0.8111867],"genre_scores_gemma":[0.3394845,0.6517972,0.00013247426,0.00049546704,0.00022426069,0.000015885507,0.0000044367866,0.000013702581,0.007832061],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987905,0.00019006712,0.00017015563,0.00026650407,0.0002861416,0.00029664443],"domain_scores_gemma":[0.99911016,0.000039552215,0.00014950731,0.00051155675,0.000033334647,0.00015590015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012248585,0.000108193526,0.00022193127,0.00002379488,0.0011451918,0.0004146214,0.00057347293,0.00003776568,0.0002106777],"category_scores_gemma":[0.0001733108,0.00009105058,0.000050856608,0.00006717559,0.00035457234,0.0007265655,0.0001475793,0.000070167625,0.00013737255],"study_design_candidate":"design_other","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":[0.0000010646756,0.000026086731,0.007844025,0.0004824835,0.000008521304,0.000018664541,0.003173961,2.7769462e-7,0.000009258394,0.0023664935,0.002647434,0.98342174],"study_design_scores_gemma":[0.000088770226,0.000024619729,0.08637915,0.0010183487,0.000053575375,9.874316e-7,0.00070991117,0.000012201695,0.0000011902827,0.00013844884,0.91138077,0.00019202463],"about_ca_topic_score_codex":0.001965074,"about_ca_topic_score_gemma":0.0030863076,"teacher_disagreement_score":0.9832297,"about_ca_system_score_codex":0.000012661743,"about_ca_system_score_gemma":0.000052330353,"threshold_uncertainty_score":0.88080055},"labels":[],"label_agreement":null},{"id":"W2947967263","doi":"10.15402/esj.v5i2.68343","title":"Hey, Hey, Hey—Listen to What I Gotta Say: Songs Elevate Youth Voice in Alberta Wildfire Disaster Recovery","year":2019,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Royal Roads University","keywords":"Lyrics; Power (physics); Context (archaeology); Dance; Sociology; Music festival; Studio; Musical; Visual arts; Media studies; History; Art; Literature","score_opus":0.07792749590824281,"score_gpt":0.36583688129528064,"score_spread":0.2879093853870378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947967263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","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":[0.968407,0.00064779166,0.000058470763,0.0042764223,0.00067231164,0.0006849698,0.0000017785899,0.000094653566,0.025156619],"genre_scores_gemma":[0.9632016,0.0008800318,0.0004438691,0.0004632968,0.0003511659,0.000015361404,0.000016521355,0.00007700235,0.034551173],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.45880082,0.5378132,0.0004882961,0.00039459817,0.0013153376,0.0011877561],"domain_scores_gemma":[0.912947,0.085116655,0.00024055703,0.00075029104,0.0001829896,0.00076250656],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6541467,0.0004160226,0.00058162445,0.0011087932,0.21469395,0.0067685177,0.0020260897,0.0002889301,0.00013623388],"category_scores_gemma":[0.29809412,0.00038172957,0.00019573944,0.0010785772,0.00039874698,0.005366918,0.0012514812,0.42173374,0.00032345369],"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":[0.00018294704,0.00020483644,0.015541417,0.00006526843,0.00007011344,0.000033663768,0.938564,0.00044807117,0.0009852302,0.000047400383,0.0005493185,0.043307737],"study_design_scores_gemma":[0.00093996426,0.00045744132,0.008335621,0.0013306304,0.000020450723,0.000015014259,0.9243027,0.00012391753,0.000008245335,0.00024475102,0.06376659,0.00045468556],"about_ca_topic_score_codex":0.015752593,"about_ca_topic_score_gemma":0.0081643965,"teacher_disagreement_score":0.45414618,"about_ca_system_score_codex":0.00045363785,"about_ca_system_score_gemma":0.00023984895,"threshold_uncertainty_score":0.99986345},"labels":[],"label_agreement":null},{"id":"W2948603920","doi":"10.1164/rccm.201706-1174ed","title":"How Do We “Help the World Breathe”?","year":2017,"lang":"en","type":"editorial","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Muscular Dystrophy Canada; University of Toronto; Sunnybrook Health Science Centre","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Intensive care medicine","score_opus":0.019528993576686353,"score_gpt":0.35080161429325424,"score_spread":0.3312726207165679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948603920","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009992218,0.07048857,0.00008804424,0.10540957,0.74917966,0.00032074278,0.000028806558,0.00003075618,0.073454626],"genre_scores_gemma":[0.12825544,0.0035532122,0.000028347535,0.00076744135,0.8602767,0.0000059360705,0.000001357187,0.000027954411,0.007083587],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99651235,0.00061456725,0.00037657676,0.00026472166,0.0018292306,0.00040257347],"domain_scores_gemma":[0.99551934,0.0023040038,0.0005637561,0.00037456444,0.00085370016,0.00038464667],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016797945,0.0002480906,0.0006976894,0.00021145534,0.000931871,0.0004342866,0.0011353706,0.00013613663,0.00008140645],"category_scores_gemma":[0.0051841117,0.00013769737,0.00015353924,0.00023756451,0.009936595,0.0002901678,0.00011313137,0.0010579671,0.000002555396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056534627,0.000012795036,0.00014672826,0.0000757998,0.00003557675,0.00015577105,0.0054547084,3.902113e-8,0.0000021043618,0.0029804802,0.7896447,0.20143475],"study_design_scores_gemma":[0.00027864566,0.0011206219,0.000052961168,0.0008180806,0.0002629931,0.0000024019018,0.07991522,5.445457e-8,8.45452e-7,0.0005491518,0.9168474,0.0001516204],"about_ca_topic_score_codex":0.00009106532,"about_ca_topic_score_gemma":0.00040743995,"teacher_disagreement_score":0.20128313,"about_ca_system_score_codex":0.00006890389,"about_ca_system_score_gemma":0.00045513702,"threshold_uncertainty_score":0.9927578},"labels":[],"label_agreement":null},{"id":"W2949170329","doi":"10.1080/00438243.2019.1591025","title":"Vulnerability, risk, resilience: an introduction","year":2018,"lang":"en","type":"article","venue":"World Archaeology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Vulnerability (computing); Variety (cybernetics); Resilience (materials science); Politics; Warning system; Risk analysis (engineering); Environmental resource management; History; Environmental planning; Geography; Political science; Environmental ethics; Computer security; Computer science; Business; Economics; Telecommunications","score_opus":0.015878889618351013,"score_gpt":0.3313504018948635,"score_spread":0.3154715122765125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949170329","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":[0.8446207,0.000030226702,0.0012583409,0.02313734,0.0021994545,0.00026846994,0.0000013222984,0.00018143297,0.12830271],"genre_scores_gemma":[0.95732605,0.000025599567,0.001160276,0.00025698452,0.003147415,0.000011893252,0.0000027014785,0.000005709027,0.03806338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980547,0.0007130648,0.00015625593,0.00041490022,0.00024272499,0.0004183905],"domain_scores_gemma":[0.9992853,0.00007938545,0.00007533869,0.0003537547,0.00008546569,0.00012078899],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001263805,0.00008455232,0.000111509165,0.00018252445,0.0007247468,0.00002578321,0.00046976673,0.00004455937,0.0019389229],"category_scores_gemma":[0.00029497943,0.000076853714,0.00003144961,0.00054249825,0.004875837,0.00029510318,0.00019267369,0.00016309938,0.0002518804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006928717,0.00011707356,0.15705436,0.000005529501,0.0000119617725,0.000004101882,0.052230168,0.000021878284,0.00013590704,0.7135223,0.0155041795,0.061323225],"study_design_scores_gemma":[0.00012818849,0.00017529703,0.04935816,0.0000020905586,0.000010665899,7.8057724e-7,0.003517079,0.00010332977,0.000106875144,0.057358168,0.88909954,0.0001398255],"about_ca_topic_score_codex":0.0017114993,"about_ca_topic_score_gemma":0.12803553,"teacher_disagreement_score":0.87359536,"about_ca_system_score_codex":0.00004045442,"about_ca_system_score_gemma":0.00004961129,"threshold_uncertainty_score":0.9989734},"labels":[],"label_agreement":null},{"id":"W2951945404","doi":"10.1515/npf-2019-3001","title":"Retraction of: New Public Governance and the Growth of Co-Located Nonprofit Centers","year":2018,"lang":"en","type":"article","venue":"Nonprofit Policy Forum","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Business; Nonprofit organization; Space (punctuation); Order (exchange); Public relations; Public administration; Service (business); Social needs; Political science; Marketing; Finance; Health care","score_opus":0.02271252906300299,"score_gpt":0.3149053261925899,"score_spread":0.2921927971295869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951945404","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":[0.55261207,0.00017509793,0.00029702357,0.07296783,0.00076098664,0.0008637256,0.000020287182,0.00006745356,0.3722355],"genre_scores_gemma":[0.98829335,0.0002246233,0.0000636155,0.0005305589,0.00039075475,0.0000058910878,0.0000020131044,0.000008681665,0.010480536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99861366,0.000100230056,0.0002564246,0.00019055916,0.00045124366,0.00038786628],"domain_scores_gemma":[0.99918294,0.00006592986,0.000301714,0.00020939202,0.00013941576,0.0001006119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058877544,0.00010333651,0.00017946189,0.00008036332,0.0002948735,0.00006182386,0.000422817,0.00009632548,0.00008112947],"category_scores_gemma":[0.00035297574,0.00007371445,0.00006644839,0.0006432507,0.0017668896,0.00041931344,0.000094365394,0.000102523896,0.000024463881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017276945,0.000041196454,0.06704001,0.000043907945,0.000038763774,3.633479e-7,0.0071994537,1.2003898e-7,0.0004023217,0.8826647,0.029035697,0.013360738],"study_design_scores_gemma":[0.009124127,0.0009065731,0.48327425,0.00037064604,0.00016771902,0.0000052085124,0.03213898,0.0004132798,0.019108605,0.06857969,0.3848814,0.0010294985],"about_ca_topic_score_codex":0.024166523,"about_ca_topic_score_gemma":0.0024501618,"teacher_disagreement_score":0.81408495,"about_ca_system_score_codex":0.000049664028,"about_ca_system_score_gemma":0.0002031906,"threshold_uncertainty_score":0.98233163},"labels":[{"model":"gemma","categories":["research_integrity"],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["research_integrity"],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2952064462","doi":"10.1080/13669877.2019.1628090","title":"Community social capital and individual disaster preparedness in immigrants and Canadian-born individuals: an ecological perspective","year":2019,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Employment and Social Development Canada; Social Sciences and Humanities Research Council of Canada","keywords":"Social capital; Preparedness; Immigration; Emergency management; Perspective (graphical); Demographic economics; Sociology; Geography; Political science; Economic growth; Economics; Social science","score_opus":0.07762032589773549,"score_gpt":0.4049615003234843,"score_spread":0.32734117442574884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952064462","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":[0.99253035,0.0002280483,3.8799965e-7,0.0010366637,0.00009311591,0.00024753026,0.000024665404,0.000003368708,0.005835897],"genre_scores_gemma":[0.9993149,0.00022203206,0.000028590597,0.00003454249,0.000119765486,0.0000026057116,0.00000112294,0.000005516409,0.00027093664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99559385,0.0026925579,0.00022066534,0.00015134155,0.0008532632,0.0004883405],"domain_scores_gemma":[0.9987489,0.000463257,0.000111535555,0.000097117896,0.0002671276,0.00031205252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007911786,0.00008353107,0.00020916284,0.0004869639,0.0008724671,0.0003511492,0.00053900736,0.00012393009,0.00011062653],"category_scores_gemma":[0.00066054915,0.00006685983,0.0000329492,0.00037411574,0.0007244907,0.00065589714,0.00022190217,0.0010852101,0.0000075735024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045139343,0.00018681194,0.5015433,0.000008031934,0.000027432196,0.000021147911,0.4911444,0.0000017755905,0.0000046312593,0.00204924,0.00050763175,0.0044604735],"study_design_scores_gemma":[0.0003499435,0.00018419776,0.55992454,0.000014353115,0.000006755811,0.000002189628,0.4352641,0.000004935915,4.6600468e-7,0.0036649103,0.0005306938,0.00005289163],"about_ca_topic_score_codex":0.21609944,"about_ca_topic_score_gemma":0.69833577,"teacher_disagreement_score":0.48223633,"about_ca_system_score_codex":0.00031575045,"about_ca_system_score_gemma":0.00044682322,"threshold_uncertainty_score":0.7891206},"labels":[],"label_agreement":null},{"id":"W2952910947","doi":"10.82308/53922","title":"Personal narratives : collective grief, the echoes of a disaster","year":2007,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Grief; Active listening; Context (archaeology); Psychology; Autoethnography; Social psychology; Lived experience; Sociology; History; Gender studies; Psychoanalysis; Psychotherapist; Art; Literature","score_opus":0.020169363695607814,"score_gpt":0.2713466431312149,"score_spread":0.25117727943560714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952910947","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":[0.596386,0.000050323568,0.0000023166415,0.00017866325,0.0002785479,0.00034105068,0.000037731013,0.000049416558,0.40267593],"genre_scores_gemma":[0.9770845,0.000028761799,0.000154191,0.00031217642,0.00006674299,0.000022126786,0.000002397825,0.00002216791,0.022306932],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99712247,0.00046708906,0.00039802527,0.00044303868,0.0009223793,0.00064697716],"domain_scores_gemma":[0.9986103,0.0004670733,0.00023765645,0.00027564674,0.00022051613,0.00018877967],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023026941,0.00023888092,0.0002624349,0.00015467318,0.0023529548,0.00008774058,0.0007357582,0.00014023838,0.00040142864],"category_scores_gemma":[0.00047918566,0.00017285456,0.00019399468,0.0009843777,0.0009975135,0.00076426845,0.00021317182,0.00037256558,0.00007363897],"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":[0.00037142393,0.000536796,0.003214364,0.00006914653,0.00028770108,0.000042300653,0.018684763,0.000008879805,0.0153671615,0.8788516,0.00011998152,0.082445905],"study_design_scores_gemma":[0.0018326244,0.00052510604,0.036829587,0.00027123577,0.00015669798,0.00000821414,0.38050592,0.000021120222,0.01240179,0.18406653,0.38203663,0.0013445442],"about_ca_topic_score_codex":0.00037701704,"about_ca_topic_score_gemma":0.0052570337,"teacher_disagreement_score":0.69478506,"about_ca_system_score_codex":0.0002928996,"about_ca_system_score_gemma":0.00006260774,"threshold_uncertainty_score":0.99894583},"labels":[],"label_agreement":null},{"id":"W2954611542","doi":"10.1111/disa.12372","title":"Flooding and the ‘new normal’: what is the role of gender in experiences of post‐disaster ontological security?","year":2019,"lang":"en","type":"article","venue":"Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Ontological security; Flood myth; Feeling; Flooding (psychology); Human factors and ergonomics; Poison control; Set (abstract data type); Work (physics); Qualitative research; Suicide prevention; Qualitative property; Occupational safety and health; Injury prevention; Psychology; Social psychology; Computer security; Sociology; Medicine; Geography; Engineering; Medical emergency; Computer science; Social science","score_opus":0.00984663661137549,"score_gpt":0.25634290524776804,"score_spread":0.24649626863639254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954611542","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":[0.9588378,0.0014693467,0.0000040738078,0.0011234432,0.00020527773,0.00033062743,6.386053e-7,0.00000540371,0.038023397],"genre_scores_gemma":[0.99874413,0.00025046762,0.000010820275,0.0003738122,0.000025557008,0.00000987277,4.0281134e-7,0.0000032255161,0.0005816826],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99883986,0.00018782013,0.00021659923,0.00017924036,0.0003498413,0.00022662878],"domain_scores_gemma":[0.9994514,0.00018818464,0.000107128035,0.00018713398,0.000023793225,0.000042332704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051327905,0.00008961097,0.00017984046,0.00004157069,0.000091913105,0.000111480476,0.00045206302,0.00004591798,0.00026808557],"category_scores_gemma":[0.000033254342,0.00004643267,0.000068762965,0.00019388014,0.0009820001,0.00057665136,0.00015019049,0.000073210394,0.00000925483],"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":[0.00007483723,0.000025447169,0.012954813,0.000014575031,0.0000137455645,3.4662364e-7,0.96189314,0.000005739608,0.00006107694,0.020088498,0.000050493934,0.004817288],"study_design_scores_gemma":[0.0004447987,0.000028165327,0.0022031202,0.000043245203,0.0000110111405,2.5872745e-7,0.9917954,0.000113899754,0.00015405845,0.0036800066,0.0014533123,0.00007271952],"about_ca_topic_score_codex":0.00056486076,"about_ca_topic_score_gemma":0.00043298543,"teacher_disagreement_score":0.039906368,"about_ca_system_score_codex":0.000008715957,"about_ca_system_score_gemma":0.00002776413,"threshold_uncertainty_score":0.36182204},"labels":[],"label_agreement":null},{"id":"W2954822778","doi":"10.1016/j.worlddev.2019.06.021","title":"Just urban futures? Exploring equity in “100 Resilient Cities”","year":2019,"lang":"en","type":"article","venue":"World Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":217,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Operationalization; Equity (law); Urban resilience; Sustainability; Sociology; Economic growth; Political science; Public relations; Economics; Urban planning","score_opus":0.10022748372690905,"score_gpt":0.3470879062271236,"score_spread":0.24686042250021456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954822778","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":[0.54833317,0.00010029569,0.000012392709,0.0005436374,0.0011038723,0.00030816425,2.5732697e-7,0.00005761516,0.4495406],"genre_scores_gemma":[0.85780823,0.000042242606,0.00052369985,0.00025336543,0.00013227027,0.000060630646,0.0000025992467,0.000008810588,0.14116815],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802744,0.0000804633,0.0002928636,0.00034049473,0.00069770915,0.0005610091],"domain_scores_gemma":[0.99953806,0.00004507967,0.00006613584,0.00020880665,0.000028418312,0.00011348364],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080894993,0.00013354728,0.00016102834,0.00029854765,0.0003014597,0.00013048344,0.00048161726,0.00003249555,0.0009658487],"category_scores_gemma":[0.00002537116,0.00012702799,0.000035860845,0.0007158155,0.00008837678,0.00033482182,0.00036217162,0.00013072931,0.0006572729],"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":[0.000077407094,0.00028538145,0.3928239,0.0001686403,0.000044083612,0.000050436833,0.25566143,0.00021920465,0.000103531755,0.16831651,0.045575954,0.1366735],"study_design_scores_gemma":[0.0002602201,0.000007929686,0.20123012,0.00011728854,0.0000026285686,6.653444e-8,0.025358686,0.000005893756,0.0001400137,0.00027260452,0.77235687,0.00024768643],"about_ca_topic_score_codex":0.00028310833,"about_ca_topic_score_gemma":0.012224483,"teacher_disagreement_score":0.7267809,"about_ca_system_score_codex":0.00043072065,"about_ca_system_score_gemma":0.00022873374,"threshold_uncertainty_score":0.9999474},"labels":[],"label_agreement":null},{"id":"W2955817756","doi":"10.18535/ijsshi/v6i6.04","title":"The Communities Understandings on the Roles of Government in Mitigating Trans boundary Haze Pollution in Sarawak Malaysia","year":2019,"lang":"en","type":"article","venue":"The International Journal of Social Sciences and Humanities Invention","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":"Encana (Canada)","funders":"","keywords":"Haze; Government (linguistics); Livelihood; Likert scale; Respondent; Economic growth; Business; Political science; Geography; Psychology; Economics; Agriculture; Meteorology; Law","score_opus":0.045749447980374905,"score_gpt":0.2979281517933306,"score_spread":0.2521787038129557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955817756","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":[0.9388061,0.00012914764,0.000010380412,0.017612109,0.00031204964,0.000102401966,0.0000023369403,0.0000015084968,0.04302396],"genre_scores_gemma":[0.9986041,0.0003209671,0.0000030288409,0.00031555208,0.00009415481,0.0000015488838,2.057001e-7,0.0000015910488,0.00065881154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984986,0.00020831052,0.00025474996,0.000043167256,0.00087978615,0.00011537953],"domain_scores_gemma":[0.9994319,0.00020550805,0.00027938007,0.000031273463,0.000044740176,0.0000072071402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002630444,0.00004724293,0.000072661824,0.00006063881,0.0008553395,0.000326793,0.0006191997,0.000018767872,0.0000539337],"category_scores_gemma":[0.000029700186,0.000025614712,0.000056202545,0.00010969713,0.0016880375,0.00031121974,0.00005324627,0.00013124703,5.4708545e-7],"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":[0.00003993586,0.000028942919,0.005531142,0.000004218471,0.000016632124,4.878209e-7,0.09690027,0.00012156676,0.00008001279,0.8954455,0.00018654528,0.0016447135],"study_design_scores_gemma":[0.00026124337,0.00010378438,0.022724975,0.00023005919,0.000007140501,8.7369307e-7,0.8634804,0.00031218084,0.000034918317,0.10523778,0.007552383,0.000054283417],"about_ca_topic_score_codex":0.0006813183,"about_ca_topic_score_gemma":0.014190788,"teacher_disagreement_score":0.79020774,"about_ca_system_score_codex":0.00017083103,"about_ca_system_score_gemma":0.000050795305,"threshold_uncertainty_score":0.7918793},"labels":[],"label_agreement":null},{"id":"W2963055462","doi":"10.1080/13549839.2019.1645103","title":"Social equity in urban resilience planning","year":2019,"lang":"en","type":"article","venue":"Local Environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":433,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Science Foundation","keywords":"Equity (law); Politics; Urban resilience; Sociology; Political science; Psychological resilience; Public relations; Public economics; Urban planning; Economics; Social psychology; Psychology; Law","score_opus":0.024085828606430628,"score_gpt":0.32091188386776803,"score_spread":0.29682605526133743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963055462","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":[0.57375383,0.00008741158,0.0015479731,0.0009068488,0.00015195482,0.00029887172,5.4268355e-7,0.000030363917,0.42322218],"genre_scores_gemma":[0.9875156,0.000018048355,0.000039209324,0.00017622854,0.00007228132,0.000008791485,9.880995e-7,0.000004684874,0.012164136],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99872875,0.00008055494,0.00013073192,0.00023999574,0.00046751995,0.00035241782],"domain_scores_gemma":[0.9997664,0.000026748909,0.000037025857,0.00010970555,0.0000015291438,0.000058607737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003853532,0.000074939395,0.00009959864,0.000039009636,0.00015778375,0.000035719448,0.00029883417,0.000056794797,0.000581971],"category_scores_gemma":[0.0000073205165,0.00007288075,0.000032523996,0.0001039457,0.00032774336,0.00015730182,0.00020084518,0.000099588906,0.0006070633],"study_design_candidate":"observational","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":[0.00014307583,0.0006828104,0.47542006,0.000082662154,0.000025378598,0.00009047597,0.093807444,0.032796226,0.0012403541,0.20314154,0.010240884,0.18232909],"study_design_scores_gemma":[0.0010341665,0.00013442902,0.463781,0.00007242079,0.000012254767,2.3777709e-7,0.036726,0.0016898146,0.00011290842,0.00438701,0.49147746,0.0005723139],"about_ca_topic_score_codex":0.00024343935,"about_ca_topic_score_gemma":0.00007192582,"teacher_disagreement_score":0.48123658,"about_ca_system_score_codex":0.0002089646,"about_ca_system_score_gemma":0.000020399655,"threshold_uncertainty_score":0.7802773},"labels":[],"label_agreement":null},{"id":"W2963202200","doi":"10.1007/s11069-019-03669-2","title":"Getting Canadians prepared for natural disasters: a multi-method analysis of risk perception, behaviors, and the social environment","year":2019,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Employment and Social Development Canada; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada","keywords":"Natural hazard; Natural disaster; Preparedness; Emergency management; Government (linguistics); Disaster risk reduction; Disaster research; Empirical research; Poison control; Risk perception; Population; Psychology; Social psychology; Sociology; Public relations; Geography; Perception; Political science; Environmental health; Environmental planning; Medicine; Demography","score_opus":0.007876888642581436,"score_gpt":0.31171045911945416,"score_spread":0.3038335704768727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963202200","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":[0.9970088,0.00023146288,0.0005503482,0.0006165467,0.0003002442,0.0006938888,0.00007973721,0.000017130862,0.0005018521],"genre_scores_gemma":[0.9941438,0.000035754834,0.0025178806,0.00009293533,0.00008255957,0.00002558274,0.000028172122,0.000006880362,0.0030664306],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99857765,0.0002870262,0.00021328035,0.0002754158,0.00036462612,0.00028201082],"domain_scores_gemma":[0.9993422,0.00024725677,0.00017065514,0.0001407161,0.0000484028,0.000050787457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009711295,0.00011293641,0.0002659756,0.00011444609,0.0005412438,0.0000784384,0.00026882743,0.00007319076,0.00009009808],"category_scores_gemma":[0.00011886951,0.00007719559,0.00023669837,0.00029378076,0.00041575823,0.00016989782,0.0000724048,0.00014113521,0.0000032029852],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045428055,0.00013798212,0.09463394,0.000072757655,0.0013448352,0.0000014311007,0.62963676,0.0005341531,0.001228071,0.0047791284,0.0011376572,0.26603898],"study_design_scores_gemma":[0.002719184,0.00003997026,0.7663301,0.000021571503,0.0025057404,2.7924668e-7,0.17242956,0.050286386,0.000012558795,0.0001742558,0.005062424,0.00041794946],"about_ca_topic_score_codex":0.018077688,"about_ca_topic_score_gemma":0.03283082,"teacher_disagreement_score":0.6716962,"about_ca_system_score_codex":0.00010180097,"about_ca_system_score_gemma":0.000036892165,"threshold_uncertainty_score":0.988461},"labels":[],"label_agreement":null},{"id":"W2965896314","doi":"","title":"Internally Displaced Persons in Canadian News Discourse. The Case of the 2016 Alberta Fires","year":2017,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Media studies; History; Sociology","score_opus":0.01498399129932943,"score_gpt":0.3229118140310098,"score_spread":0.3079278227316804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965896314","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":[0.5017261,0.000011180392,0.0000016044685,0.034336675,0.00021983155,0.0001392399,0.0000021084686,0.0000017032231,0.4635616],"genre_scores_gemma":[0.7547591,0.0000037770776,0.0000024239969,0.00015504207,0.00003403556,0.000003617697,8.594651e-8,0.0000019773763,0.24503995],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993806,0.000078510755,0.0000844928,0.000101590085,0.00010752858,0.0002472694],"domain_scores_gemma":[0.99938655,0.00006902496,0.00007039145,0.00038045863,0.000010723663,0.00008288144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026759855,0.00005256996,0.000059469607,0.00002537078,0.00087505695,0.00017992688,0.0010313897,0.000024006957,0.00028597258],"category_scores_gemma":[0.00021215438,0.000024124656,0.00004882758,0.00005490276,0.0006658233,0.0001967925,0.00012377705,0.0000592759,0.000015288453],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000138639,0.00005533952,0.56775707,0.000011109061,0.0000369353,0.00015298939,0.12412228,0.000014199989,0.000019275576,0.106431335,0.17946216,0.021923443],"study_design_scores_gemma":[0.0005919117,0.000031649943,0.38195443,0.0002190569,0.00005339866,0.000010964008,0.2284174,0.0008643511,0.000030262818,0.0022721111,0.38519704,0.0003574387],"about_ca_topic_score_codex":0.9941854,"about_ca_topic_score_gemma":0.9998428,"teacher_disagreement_score":0.253033,"about_ca_system_score_codex":0.000040742114,"about_ca_system_score_gemma":0.00021373545,"threshold_uncertainty_score":0.6730319},"labels":[],"label_agreement":null},{"id":"W2969074426","doi":"10.5751/es-11075-240309","title":"Social&amp;#8211;ecological inventory in a postdisaster context: the 2016 Kaik&amp;#333;ura earthquake, Aotearoa-New Zealand","year":2019,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Aotearoa; Context (archaeology); Ecology; Geography; Sociology; Biology; Archaeology; Gender studies","score_opus":0.025518853508839482,"score_gpt":0.28975487982158277,"score_spread":0.2642360263127433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969074426","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":[0.9624683,0.00013697892,0.000003723569,0.014053685,0.0004582613,0.00049449434,0.000002097769,0.000040276234,0.022342177],"genre_scores_gemma":[0.74646264,0.0001597258,0.00004385735,0.0031565148,0.00019310998,0.000015719614,0.0000045273277,0.000006733213,0.24995714],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822223,0.00041780193,0.00023819697,0.00035303342,0.00021786819,0.00055085367],"domain_scores_gemma":[0.999239,0.00036128008,0.000100718426,0.00016046104,0.00003195665,0.00010653362],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011047157,0.00015377677,0.0002675519,0.000029964589,0.00058032013,0.0000970722,0.00034565295,0.00034040646,0.0013453696],"category_scores_gemma":[0.0000875503,0.0001080472,0.00015247126,0.00020955932,0.00092784886,0.00020743792,0.00018352245,0.00034560382,0.0005969933],"study_design_candidate":"observational","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":[0.000038458984,0.00016564896,0.42409813,0.000016986529,0.000069923924,0.000002877784,0.17238936,0.0000031849856,0.00004710863,0.010251064,0.39015308,0.0027642008],"study_design_scores_gemma":[0.000630572,0.000046506524,0.4770315,0.000008403761,0.000013861177,8.5885455e-7,0.015103377,0.000004016331,2.3581458e-7,0.005230481,0.50178576,0.00014441549],"about_ca_topic_score_codex":0.0007187248,"about_ca_topic_score_gemma":0.013151682,"teacher_disagreement_score":0.22761497,"about_ca_system_score_codex":0.00006682346,"about_ca_system_score_gemma":0.00017564422,"threshold_uncertainty_score":0.9995675},"labels":[],"label_agreement":null},{"id":"W2970031717","doi":"10.1016/j.dib.2019.104328","title":"Analytical framework and data for evaluating a City Resilience Strategy’s emphasis on social equity and justice","year":2019,"lang":"en","type":"article","venue":"Data in Brief","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Equity (law); Social justice; Emphasis (telecommunications); Sociology; Resilience (materials science); Economic Justice; Data science; Psychology; Engineering ethics; Computer science; Political science; Criminology; Law; Engineering","score_opus":0.3074168420300639,"score_gpt":0.5190277979974725,"score_spread":0.21161095596740853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970031717","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":[0.9681057,0.00013093253,0.0012113416,0.0031273873,0.00028775862,0.00088470255,0.000803058,0.000036226626,0.02541293],"genre_scores_gemma":[0.9972262,0.00008334641,0.0014622137,0.00044857172,0.0001858713,0.000005685112,0.00017093732,0.0000058068263,0.00041140002],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99816555,0.00013838257,0.00018218403,0.00069174,0.0004897175,0.00033243126],"domain_scores_gemma":[0.9984206,0.0006548694,0.000068664376,0.00075160037,0.000029167479,0.000075122036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031119233,0.00009400512,0.0001608689,0.00004571657,0.00037797925,0.00035914738,0.0013554143,0.00008984664,0.00006865536],"category_scores_gemma":[0.0021927017,0.000089431276,0.000009576022,0.0002478609,0.00037341836,0.0008106911,0.0023106923,0.00014491538,0.000006957052],"study_design_candidate":"observational","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":[0.00038324008,0.00032954066,0.060112685,0.00046969258,0.000050277682,0.000010775333,0.0068666344,0.00004482989,0.000033033622,0.32499796,0.025773535,0.5809278],"study_design_scores_gemma":[0.003291155,0.00066346826,0.56036234,0.0005998778,0.00058020215,0.0000018091298,0.04748313,0.20862244,0.000004944192,0.054857984,0.12214671,0.00138591],"about_ca_topic_score_codex":0.0006994577,"about_ca_topic_score_gemma":0.0013035712,"teacher_disagreement_score":0.5795419,"about_ca_system_score_codex":0.000026042315,"about_ca_system_score_gemma":0.00009867546,"threshold_uncertainty_score":0.36469015},"labels":[],"label_agreement":null},{"id":"W2970051332","doi":"10.1111/cag.12564","title":"From Black Horses to White Steeds: Building Community Resilience edited by Laurie Brinklow and Ryan Gibson, Island Studies Press, Charlottetown, 2017, 378 pp., paper $29.95 (ISBN 978‐1988692074).","year":2019,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"White (mutation); Citation; Medal; Art history; Section (typography); Geographer; Refugee; Resilience (materials science); Art; Sociology; Library science; Classics; History; Cartography; Geography; Archaeology; Computer science","score_opus":0.01240886954621331,"score_gpt":0.2390512229287312,"score_spread":0.2266423533825179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970051332","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":[0.9607682,0.020321919,0.0000032084013,0.0055183633,0.0017234412,0.001394933,0.00081193773,0.00020002015,0.009257938],"genre_scores_gemma":[0.9602198,0.031310264,0.00014006271,0.0019011119,0.0005104834,0.00012085705,0.00011250627,0.000077241544,0.005607654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99464655,0.00061285193,0.0006536836,0.0011281747,0.0007686034,0.0021901443],"domain_scores_gemma":[0.9956903,0.0005291428,0.00027437962,0.0011687517,0.00041578547,0.0019216406],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0010141275,0.00074557116,0.0008485712,0.001450902,0.0027173136,0.00082000194,0.0017950498,0.00031247677,0.00022108645],"category_scores_gemma":[0.00043551248,0.0007483899,0.0002396635,0.003984549,0.0049687554,0.001344729,0.00042121805,0.0006241862,0.000033910826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056854973,0.000064412394,0.19211219,0.00016347312,0.00053043483,0.000048282385,0.056853894,0.000049558166,0.00022773593,0.003048762,0.7436572,0.003187217],"study_design_scores_gemma":[0.0005570482,0.00024292778,0.053534724,0.00036669878,0.00015161945,0.000002723476,0.2396649,0.000014033821,0.000024829835,0.001434036,0.7027897,0.0012167515],"about_ca_topic_score_codex":0.87929296,"about_ca_topic_score_gemma":0.9945606,"teacher_disagreement_score":0.182811,"about_ca_system_score_codex":0.00016665463,"about_ca_system_score_gemma":0.00021616564,"threshold_uncertainty_score":0.9994967},"labels":[],"label_agreement":null},{"id":"W2970397951","doi":"10.1080/17477891.2019.1657791","title":"The role of disaster volunteering in Indigenous communities","year":2019,"lang":"en","type":"article","venue":"Environmental Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada; University of Alberta; Deer Lodge Centre; Canadian Forest Service; University of British Columbia","funders":"","keywords":"Aotearoa; Indigenous; Corporate governance; Navajo; Public relations; Psychosocial; Emergency management; Sociology; Political science; Business; Psychology; Gender studies","score_opus":0.00367347591213239,"score_gpt":0.2164705784860667,"score_spread":0.21279710257393433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970397951","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":[0.926543,0.00034924224,0.000001401911,0.000044025423,0.00010875148,0.00017931864,0.000001978953,0.000006856397,0.07276545],"genre_scores_gemma":[0.99326533,0.00019328413,0.000007876491,0.000019318719,0.000017333929,0.000006955582,0.0000017176575,0.000005098383,0.0064831027],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9992952,0.00008014694,0.00011198266,0.00006335007,0.00025214552,0.0001972065],"domain_scores_gemma":[0.9997202,0.000050492814,0.00003881547,0.0001678039,0.0000010375678,0.00002162988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025220896,0.000054189633,0.000069586094,0.000026414946,0.00018725825,0.000030937932,0.00033267928,0.000025167139,0.00019928506],"category_scores_gemma":[0.000002286222,0.000041572846,0.000029911524,0.00005191966,0.00034662013,0.00013317521,0.00013943878,0.00006949723,0.00011085515],"study_design_candidate":"observational","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":[0.000014669044,0.000087680266,0.7783322,0.000006488351,0.000011001704,8.0606725e-7,0.16415952,0.000078029785,0.0007489842,0.003254582,0.000018375258,0.0532877],"study_design_scores_gemma":[0.00023958868,0.000059198745,0.3231068,0.000032550186,0.0000051648094,2.2781482e-7,0.5568516,0.00012527077,0.0003309688,0.0011740009,0.117924064,0.0001505363],"about_ca_topic_score_codex":0.0012995,"about_ca_topic_score_gemma":0.00247243,"teacher_disagreement_score":0.45522538,"about_ca_system_score_codex":0.00006559659,"about_ca_system_score_gemma":0.000010424843,"threshold_uncertainty_score":0.21820317},"labels":[],"label_agreement":null},{"id":"W2970991355","doi":"10.69554/ucuj8529","title":"Accessibility of Metro Vancouver fire-fighters following a damaging earthquake: A case study","year":2019,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Limiting; Resource (disambiguation); Service (business); Event (particle physics); Business; Transport engineering; Computer security; Environmental planning; Computer science; Engineering; Geography; Marketing","score_opus":0.019380370298995662,"score_gpt":0.3297724963864359,"score_spread":0.31039212608744027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970991355","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":[0.89209515,0.000014290446,0.000046514575,0.000039252445,0.0007427986,0.000545797,4.4491904e-7,0.00004825046,0.106467515],"genre_scores_gemma":[0.9890897,9.1993553e-7,0.00014120812,0.000054068252,0.000025141233,0.0000056505596,1.3169958e-7,0.000005118482,0.01067802],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99861956,0.00016850518,0.00021308336,0.0002899864,0.00045673823,0.00025210986],"domain_scores_gemma":[0.9994181,0.00010291212,0.00007851073,0.00029658142,0.000035372846,0.000068521425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094779633,0.00008784399,0.0001780392,0.0000715908,0.00019332759,0.00008910837,0.00031902816,0.000025661138,0.0007299691],"category_scores_gemma":[0.000054025037,0.00006935338,0.00010256377,0.00048956025,0.00007473368,0.00062367157,0.0001418958,0.000058241603,0.000030302235],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067632286,0.0002442974,0.96135426,0.000019187984,0.000049814662,0.00023548558,0.024137981,0.000010689197,0.000014533818,0.00020590151,0.00048544377,0.013235646],"study_design_scores_gemma":[0.0010897913,0.0001516123,0.09325063,0.000031435986,0.000083753795,4.934624e-7,0.90194046,0.00044907673,0.000039552935,0.0002240886,0.0024499476,0.00028912185],"about_ca_topic_score_codex":0.0076866727,"about_ca_topic_score_gemma":0.044891443,"teacher_disagreement_score":0.8778025,"about_ca_system_score_codex":0.00003561134,"about_ca_system_score_gemma":0.00004818849,"threshold_uncertainty_score":0.9989212},"labels":[],"label_agreement":null},{"id":"W2971578919","doi":"10.1111/risa.13357","title":"Out of Sight, Out of Mind? Geographic and Social Predictors of Flood Risk Awareness","year":2019,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"Social Sciences and Humanities Research Council of Canada; Institute for Catastrophic Loss Reduction","keywords":"Flood myth; Worry; Context (archaeology); Risk perception; Geography; Logistic regression; Natural hazard; Social environment; Psychology; Environmental health; Perception; Business; Medicine; Sociology","score_opus":0.009601604936180353,"score_gpt":0.2697494347818639,"score_spread":0.2601478298456836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971578919","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":[0.9946565,0.00016708713,0.00019480077,0.000034196277,0.00014932871,0.0001243598,0.00006829906,0.0000078608255,0.004597586],"genre_scores_gemma":[0.9983237,0.00059728953,0.0000459266,0.0000020067293,0.000053313463,0.0000019055192,0.000006783534,0.000004145009,0.0009649688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998506,0.00023750441,0.00033919298,0.00022575828,0.00051497336,0.0001765685],"domain_scores_gemma":[0.9990116,0.000099284945,0.0005359462,0.00019363727,0.00011593948,0.00004363387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006447348,0.00009476097,0.00044274906,0.00038822938,0.00014585968,0.00001717453,0.00028130415,0.00008230345,0.00017400522],"category_scores_gemma":[0.000048706162,0.000079538,0.00032583013,0.00082069245,0.00048126376,0.000120721386,0.00007736829,0.0000637485,0.0000058531136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012183655,0.000074223346,0.9768123,0.00003427656,0.0010439256,1.7903103e-7,0.01967252,0.00014011205,0.0000769619,0.00018134784,0.00002776026,0.001924192],"study_design_scores_gemma":[0.00039331277,0.000065457105,0.97287035,0.000017326984,0.004836034,4.741903e-9,0.018886367,0.0007201598,0.00031805044,0.0004009804,0.0013300264,0.00016190646],"about_ca_topic_score_codex":0.004790409,"about_ca_topic_score_gemma":0.010779617,"teacher_disagreement_score":0.0059892084,"about_ca_system_score_codex":0.000007629294,"about_ca_system_score_gemma":0.000038835668,"threshold_uncertainty_score":0.72416973},"labels":[],"label_agreement":null},{"id":"W2971716666","doi":"10.69554/bsbm8540","title":"Interoperability in incident command","year":2019,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interoperability; Command and control; Situation awareness; Emergency management; Preparedness; Incident management; Joint (building); Mass-casualty incident; Training (meteorology); Process management; Computer science; Knowledge management; Engineering; Computer security; Poison control; Political science; Human factors and ergonomics; Medicine; Medical emergency; World Wide Web; Telecommunications","score_opus":0.011397715631128676,"score_gpt":0.29951934128741914,"score_spread":0.28812162565629046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971716666","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":[0.56536156,0.0000044638173,0.0000073578026,0.00046101835,0.000100935256,0.000088983164,2.569146e-8,0.000011545092,0.4339641],"genre_scores_gemma":[0.9601711,0.000007873676,0.000022864891,0.00020630311,0.000012389051,0.0000020645846,1.6838078e-7,0.0000010737485,0.039576184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995368,0.00006176143,0.000069715046,0.000092431714,0.00012654472,0.00011272618],"domain_scores_gemma":[0.9998504,0.000015886284,0.00001016087,0.00009321203,0.0000063703174,0.00002395407],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035990364,0.000026289628,0.00004675621,0.000027763066,0.00003430025,0.00004096273,0.00016939624,0.000015511423,0.0013871412],"category_scores_gemma":[0.000018778897,0.000020231399,0.000013354077,0.00010649004,0.00006977757,0.00015402658,0.00006169655,0.000034104094,0.00048599386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004570545,0.000043247037,0.96230286,0.0000044324893,0.0000011566544,8.68034e-7,0.0107627185,0.0000056467375,0.000026486614,0.021117093,0.0008989006,0.0048320238],"study_design_scores_gemma":[0.00034738367,0.00003306495,0.78437674,0.000021234804,0.0000014630592,4.9112074e-8,0.0403105,0.00008837101,0.000024365518,0.003600054,0.17106427,0.00013248752],"about_ca_topic_score_codex":0.0027391056,"about_ca_topic_score_gemma":0.017452458,"teacher_disagreement_score":0.39480948,"about_ca_system_score_codex":0.000035167137,"about_ca_system_score_gemma":0.00001286248,"threshold_uncertainty_score":0.9995257},"labels":[],"label_agreement":null},{"id":"W2972617772","doi":"10.2495/safe-v9-n3-213-224","title":"‘Drop, cover and hold on’ or ‘triangle of life’ attributes of information sources influencing earthquake protective actions","year":2019,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Poison control; Forensic engineering; Environmental science; Transport engineering; Engineering; Computer science; Medical emergency; Medicine","score_opus":0.010161536045605633,"score_gpt":0.2420778673877018,"score_spread":0.23191633134209616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972617772","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":[0.9966477,0.00006527606,0.001441954,0.00034614705,0.00023422987,0.00010317906,0.000011516674,0.000004768551,0.0011451849],"genre_scores_gemma":[0.9995631,0.00021864886,0.00007724286,0.00002505241,0.00006136256,5.0601005e-7,7.0523464e-7,0.0000017354555,0.000051656993],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992973,0.00001813077,0.00026906646,0.000038772738,0.0003119626,0.00006475712],"domain_scores_gemma":[0.99938434,0.00013176542,0.00023203868,0.000028060853,0.00018181987,0.000041978143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033581833,0.0000478727,0.0001249303,0.00016396857,0.000037485595,0.00003697247,0.000113001784,0.000032621967,0.00004216415],"category_scores_gemma":[0.0002840729,0.00003902369,0.000035402394,0.000090588626,0.00004804119,0.000721031,0.00003320822,0.00009647591,0.000001658105],"study_design_candidate":"observational","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":[0.0061985985,0.0005852773,0.13510314,0.001371917,0.0023344108,0.000026913047,0.33430448,0.2559338,0.009228652,0.1917617,0.00035841056,0.062792726],"study_design_scores_gemma":[0.008971001,0.0020232638,0.7057104,0.0037448865,0.00016138432,0.000053435357,0.07195936,0.027593732,0.0051067322,0.002674952,0.17107283,0.00092798326],"about_ca_topic_score_codex":0.00007847321,"about_ca_topic_score_gemma":0.000017988556,"teacher_disagreement_score":0.5706073,"about_ca_system_score_codex":0.000024771773,"about_ca_system_score_gemma":0.00004779494,"threshold_uncertainty_score":0.15913399},"labels":[],"label_agreement":null},{"id":"W2978282028","doi":"10.5539/ep.v8n2p8","title":"Does Knowledge about Earthquake Vary with Respondent’s Socio-Demographic Dimensions? A Study in Sylhet City of Bangladesh","year":2019,"lang":"en","type":"article","venue":"Environment and Pollution","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Respondent; Socioeconomics; Nexus (standard); Geography; Perception; Descriptive statistics; Sample (material); Population; Survey methodology; Psychology; Demography; Sociology; Statistics; Mathematics; Engineering; Political science","score_opus":0.01035759468146178,"score_gpt":0.24950179439067255,"score_spread":0.23914419970921078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978282028","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":[0.9941063,0.00023866746,0.0000098778955,0.0002943247,0.00010646648,0.0005956591,0.0000028528618,0.00001367792,0.0046322066],"genre_scores_gemma":[0.991663,0.000305389,0.000022272638,0.000022324204,0.000026248621,0.000011933132,0.0000018563904,0.000004799832,0.00794222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989203,0.00023568353,0.00014945907,0.0002277012,0.00027430817,0.00019255008],"domain_scores_gemma":[0.9997023,0.00003187459,0.000070623675,0.00014081928,0.0000044393905,0.00004998155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005638754,0.00009206908,0.00013607311,0.00013369141,0.00015246643,0.000021952354,0.00009969504,0.000050317423,0.00023036527],"category_scores_gemma":[0.0000053985,0.0000593323,0.000028503257,0.00018983641,0.0002804335,0.00018450357,0.000068896676,0.000076577446,0.000027442993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007232209,0.00032992294,0.9794103,0.000011761451,0.000016705719,0.0000020007458,0.016512197,0.000020199011,0.00019867439,0.0010141613,0.00003492024,0.0023768726],"study_design_scores_gemma":[0.0006337744,0.00020247335,0.97973496,0.000037968824,0.000019653373,7.6333365e-8,0.013562923,0.000012959781,0.0000130142735,0.00022074423,0.005457541,0.00010393988],"about_ca_topic_score_codex":0.00026514035,"about_ca_topic_score_gemma":0.0011969383,"teacher_disagreement_score":0.005422621,"about_ca_system_score_codex":0.000035343586,"about_ca_system_score_gemma":0.00001781374,"threshold_uncertainty_score":0.2522338},"labels":[],"label_agreement":null},{"id":"W2980739463","doi":"10.69554/pknr9315","title":"Developing a research-specific emergency management programme for municipal resilience following the 2013 flood in southern Alberta","year":2017,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency management; Resilience (materials science); Flood myth; Community resilience; Environmental planning; Agency (philosophy); Environmental resource management; Political science; Situational ethics; Public relations; Geography; Sociology; Engineering","score_opus":0.15586971611924766,"score_gpt":0.4171822963336458,"score_spread":0.2613125802143981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980739463","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":[0.43041527,0.0003349026,0.0009810245,0.029643498,0.0011396104,0.0035500906,0.000001185657,0.00006323312,0.5338712],"genre_scores_gemma":[0.8260048,0.00054680934,0.0019359245,0.000043107226,0.00014490978,0.00044290046,0.0000013499415,0.000015524129,0.17086469],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972719,0.00022369892,0.00029444552,0.00044359156,0.0007374781,0.001028888],"domain_scores_gemma":[0.99880356,0.00017224603,0.00009600046,0.00076770777,0.00007177468,0.00008873078],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0038450977,0.000131127,0.00013672993,0.00013091147,0.0035805807,0.00060623797,0.0024468394,0.000059588554,0.00012782306],"category_scores_gemma":[0.00025686418,0.00009150661,0.000113056325,0.00035443596,0.00048425817,0.00044071063,0.00061344216,0.00014914315,0.0001604609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005560785,0.00014761911,0.014431878,0.0000611517,0.000067304296,0.000018685294,0.11324258,0.000021769485,0.000015732638,0.78258747,0.009977684,0.07937251],"study_design_scores_gemma":[0.0007110947,0.000045336663,0.008065657,0.00015762835,0.000016520624,1.1391539e-7,0.4119703,0.00035232943,0.000009443583,0.028229782,0.5500766,0.00036521562],"about_ca_topic_score_codex":0.031820394,"about_ca_topic_score_gemma":0.26724097,"teacher_disagreement_score":0.7543577,"about_ca_system_score_codex":0.00009571378,"about_ca_system_score_gemma":0.000054340646,"threshold_uncertainty_score":0.9977166},"labels":[],"label_agreement":null},{"id":"W2981423291","doi":"10.4095/296256","title":"A profile of earthquake risk for the District of North Vancouver, British Columbia","year":2015,"lang":"en","type":"report","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Resilience (materials science); Environmental planning; Natural disaster; Environmental resource management; Government (linguistics); Disaster risk reduction; Risk management; Emergency management; Risk assessment; Geography; Business; Natural hazard; Community resilience; Economic growth; Environmental science; Finance; Computer science; Computer security; Resource (disambiguation); Economics","score_opus":0.030000807844122974,"score_gpt":0.29080845834599134,"score_spread":0.2608076505018684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981423291","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031221908,0.0008207893,0.0003736403,0.000021483687,0.002522058,0.0023932331,0.0009789268,0.000043263015,0.9616247],"genre_scores_gemma":[0.30916682,0.0034867348,0.00018926713,0.000007463684,0.00032925478,0.00010418698,0.000035308032,0.000016336055,0.68666464],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99747264,0.00007474217,0.00040217972,0.00023628573,0.0015675685,0.00024656783],"domain_scores_gemma":[0.9976344,0.00021715065,0.0006515813,0.0002773616,0.0011538386,0.000065683285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001696886,0.00008831695,0.00034152583,0.000025240883,0.00026388906,0.00012734414,0.0005837894,0.000103039994,0.00047123755],"category_scores_gemma":[0.0010638384,0.00008547294,0.00020422791,0.0003265478,0.0005138826,0.000087001485,0.0001129616,0.00010365178,0.0000028388615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034100133,0.000052396714,0.033141773,0.00013385586,0.000058939077,9.918384e-7,0.00032610577,0.0000025821134,1.6874058e-8,0.000012839236,0.7915484,0.17471872],"study_design_scores_gemma":[0.00015106417,0.000064991225,0.11606906,0.00006550483,0.00015152883,1.8186978e-7,0.0021105905,0.000012191886,2.4304532e-7,0.00012309005,0.8811346,0.00011689411],"about_ca_topic_score_codex":0.43901694,"about_ca_topic_score_gemma":0.9795101,"teacher_disagreement_score":0.5404932,"about_ca_system_score_codex":0.00007217184,"about_ca_system_score_gemma":0.0014620664,"threshold_uncertainty_score":0.5647187},"labels":[],"label_agreement":null},{"id":"W2981652400","doi":"10.4095/224834","title":"Les dommages dus aux tremblements de terre dans la région de Québec entre 1608 et 2007","year":2008,"lang":"fr","type":"report","venue":"","topic":"Disaster Management and Resilience","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":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Humanities; Art; Geography","score_opus":0.049081403766421616,"score_gpt":0.34671675175249267,"score_spread":0.29763534798607105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981652400","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06317897,0.0017189841,0.0012979116,0.0029346014,0.0009735414,0.0004894411,0.000018205514,0.00015428466,0.9292341],"genre_scores_gemma":[0.2182261,0.015869973,0.00043643836,0.00034009846,0.0005796676,0.000026908932,0.00004565689,0.000042287946,0.76443285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995458,0.00072007277,0.00065694546,0.00073905056,0.0012948577,0.0011310475],"domain_scores_gemma":[0.9984289,0.0002420686,0.0004239085,0.00040863274,0.00013037506,0.00036613314],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012824589,0.0005506089,0.00052717706,0.00018743251,0.0009559864,0.00027765476,0.0010087807,0.000559641,0.0042680916],"category_scores_gemma":[0.00015461075,0.0004797197,0.00037677604,0.0004025144,0.001308008,0.0004201515,0.0003317981,0.00047005637,0.00026513598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003540906,0.0009493182,0.33932388,0.00045243086,0.0004409429,0.0017903065,0.08272099,0.00019762751,0.00008438446,0.01672895,0.37575543,0.18152031],"study_design_scores_gemma":[0.00032525262,0.000064641696,0.027544454,0.00032976648,0.00020681864,0.000076996774,0.038161937,0.00006751508,0.000029099601,0.00026708102,0.9323572,0.0005692399],"about_ca_topic_score_codex":0.48616305,"about_ca_topic_score_gemma":0.5537412,"teacher_disagreement_score":0.55660176,"about_ca_system_score_codex":0.0014058854,"about_ca_system_score_gemma":0.003750958,"threshold_uncertainty_score":0.99976546},"labels":[],"label_agreement":null},{"id":"W2981970719","doi":"","title":"Two fires: Christmas hills to banff","year":2017,"lang":"en","type":"article","venue":"Victoria University Research Repository (Victoria University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Project commissioning; Creativity; Publishing; The arts; Subject (documents); Economic Justice; Media studies; Visual arts; History; Sociology; Art history; Library science; Political science; Art; Law; Ecology","score_opus":0.039324001089663906,"score_gpt":0.3269726686986025,"score_spread":0.2876486676089386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981970719","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":[0.28069466,0.000020821883,0.00008631539,0.0013935544,0.004107268,0.00068644894,0.000016872511,0.00021782854,0.71277624],"genre_scores_gemma":[0.73698807,0.00013448739,0.00015714977,0.000016628555,0.0014835956,4.907642e-7,0.0000047009994,0.000019751567,0.26119512],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946048,0.0011368882,0.00019099492,0.00096976507,0.0018313039,0.0012662514],"domain_scores_gemma":[0.9959133,0.0003512645,0.00020679543,0.0015531607,0.0009112172,0.001064244],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013526535,0.0002859771,0.00034274443,0.0010921957,0.011290022,0.0009655548,0.004545799,0.00025138952,0.00018372519],"category_scores_gemma":[0.0005078519,0.00034735532,0.00021580247,0.0013672408,0.0015617642,0.0019945262,0.0017582064,0.0005896198,0.00038405505],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013616332,0.0005415223,0.08363366,0.00008736946,0.00038000447,0.00425792,0.030539248,0.000053723215,0.0054473784,0.8020043,0.070221856,0.0014713866],"study_design_scores_gemma":[0.001168397,0.00014525144,0.007006051,0.00008270615,0.000048447888,0.0000015115785,0.017585184,0.00001592398,0.00020743672,0.00019967966,0.9731237,0.0004156721],"about_ca_topic_score_codex":0.021972122,"about_ca_topic_score_gemma":0.009038224,"teacher_disagreement_score":0.9029019,"about_ca_system_score_codex":0.0016720247,"about_ca_system_score_gemma":0.0008704915,"threshold_uncertainty_score":0.99989784},"labels":[],"label_agreement":null},{"id":"W2982239413","doi":"10.4095/296800","title":"Disaster resilience by design: a framework for integrated assessment and risk-based planning in Canada","year":2015,"lang":"en","type":"report","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Resilience (materials science); Disaster planning; Disaster response; Environmental planning; Risk analysis (engineering); Computer science; Emergency management; Business; Environmental resource management; Geography; Political science; Environmental science; Human factors and ergonomics; Poison control; Medical emergency; Medicine","score_opus":0.0646767916172206,"score_gpt":0.38284680496451634,"score_spread":0.3181700133472957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982239413","genre_codex":"methods","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":[0.021942165,0.0026085577,0.6269294,0.0013491845,0.003149384,0.005105382,0.0003037336,0.00015265416,0.33845952],"genre_scores_gemma":[0.85117066,0.0020427965,0.07793383,0.0007972774,0.0005777514,0.0009597416,0.0002375106,0.00013642221,0.06614399],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963207,0.0003470027,0.00042434057,0.00058397616,0.0017424176,0.00058152626],"domain_scores_gemma":[0.9979576,0.00085999985,0.00034690558,0.0002487596,0.00035508737,0.0002316614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032633522,0.00028481023,0.00043026666,0.00012995434,0.0002660706,0.00022687373,0.00047525443,0.000248742,0.00008654817],"category_scores_gemma":[0.0013081128,0.00023021268,0.00004253761,0.00037757467,0.00022623217,0.00015204246,0.00007797622,0.00044434058,0.0000010452382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010460912,0.00008578588,0.14000268,0.00019215005,0.00007239558,0.000042250074,0.003148978,0.0012103651,0.0000014524715,0.0009568425,0.831106,0.02307648],"study_design_scores_gemma":[0.00096878276,0.00020342405,0.0070343274,0.0016721267,0.0001718342,7.020367e-7,0.06317458,0.0057701273,0.000008446832,0.0041680713,0.9155439,0.0012836687],"about_ca_topic_score_codex":0.94351095,"about_ca_topic_score_gemma":0.96443886,"teacher_disagreement_score":0.8292285,"about_ca_system_score_codex":0.0029828695,"about_ca_system_score_gemma":0.022434821,"threshold_uncertainty_score":0.9831071},"labels":[],"label_agreement":null},{"id":"W2982630276","doi":"10.3390/ijerph16214174","title":"Perceptions of Mental Health and Wellbeing Following Residential Displacement and Damage from the 2018 St. John River Flood","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"Institute for Catastrophic Loss Reduction","keywords":"Mental health; Natural disaster; Flood myth; Coping (psychology); Focus group; Flooding (psychology); Geography; Psychology; Sociology; Psychiatry; Psychotherapist","score_opus":0.0303751451079339,"score_gpt":0.36881010811684617,"score_spread":0.3384349630089123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982630276","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":[0.9671265,0.0012579083,0.000045825636,0.03034376,0.0002898347,0.0002286352,0.000058520684,0.0000016625206,0.0006473928],"genre_scores_gemma":[0.9883411,0.010317375,0.00014302482,0.00035492235,0.00015290089,0.0000012558447,0.000015214168,0.0000045942643,0.00066960265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997556,0.00044205567,0.00030449586,0.00014866973,0.0012585109,0.0002903205],"domain_scores_gemma":[0.9991624,0.00023129451,0.00017453692,0.000074524236,0.000024570796,0.00033269584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025073003,0.000064339016,0.00013093789,0.00013312632,0.00047584114,0.00019876032,0.00030543652,0.0000241047,0.00031056587],"category_scores_gemma":[0.000077158606,0.000047676676,0.000038149556,0.00006516978,0.00056273333,0.0005384716,0.00028409978,0.00020448533,0.000004443683],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020518506,0.00066325965,0.81614345,0.0000345529,0.00034895045,0.000012413621,0.0819374,0.0000024120661,0.0011174728,0.0050441762,0.010171747,0.08431896],"study_design_scores_gemma":[0.001616989,0.0008167522,0.76300365,0.00021206522,0.000005367113,0.000006220967,0.14647919,0.000076576944,0.000005166701,0.0013826552,0.0862907,0.000104679806],"about_ca_topic_score_codex":0.0021054489,"about_ca_topic_score_gemma":0.00063412794,"teacher_disagreement_score":0.08421428,"about_ca_system_score_codex":0.00021568213,"about_ca_system_score_gemma":0.00022694914,"threshold_uncertainty_score":0.36598334},"labels":[],"label_agreement":null},{"id":"W2984005973","doi":"10.1111/1468-5973.12283","title":"Enabling strategies and impeding factors to urban resilience implementation: A scoping review","year":2019,"lang":"en","type":"review","venue":"Journal of Contingencies and Crisis Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":53,"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; École Nationale d'Administration Publique","funders":"","keywords":"Resilience (materials science); Transformative learning; Corporate governance; Sociology; Environmental resource management; Public relations; Process management; Business; Environmental planning; Political science; Economics; Geography","score_opus":0.07241755305777374,"score_gpt":0.4289288490200023,"score_spread":0.3565112959622285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984005973","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032937626,0.99353653,0.00017797343,0.0004017503,0.00041672768,0.0015801801,0.000001672277,0.0000133004805,0.0035424735],"genre_scores_gemma":[0.0004911837,0.99817693,0.00018552234,0.00022978746,0.00021507494,0.00001994752,0.0000012602072,0.000016024213,0.00066427025],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972851,0.00019598768,0.001056579,0.0003469669,0.000697075,0.0004182434],"domain_scores_gemma":[0.99817413,0.00021553533,0.0011059488,0.00018017869,0.00014040594,0.00018377863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018166609,0.00030357548,0.001214632,0.00038159848,0.00041010577,0.00092524634,0.00049525884,0.00006428062,0.00007437898],"category_scores_gemma":[0.0001040936,0.0002276665,0.0002407245,0.0004912954,0.000085242296,0.0008601817,0.0003491995,0.00017207168,0.0000039541183],"study_design_candidate":"design_other","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":[0.0000027408391,0.000013015806,0.000100115445,0.104546085,0.00025670294,0.000022380551,0.009535248,0.0000010850774,1.758334e-7,0.005516763,0.010405813,0.8695999],"study_design_scores_gemma":[0.00008091506,0.000062898725,0.000015424157,0.10946685,0.0009918353,0.0000022381043,0.20394012,1.3904616e-7,8.933888e-8,0.00002894448,0.6851855,0.00022505443],"about_ca_topic_score_codex":0.00006883563,"about_ca_topic_score_gemma":0.000118097,"teacher_disagreement_score":0.8693748,"about_ca_system_score_codex":0.00007781348,"about_ca_system_score_gemma":0.00019685458,"threshold_uncertainty_score":0.928397},"labels":[],"label_agreement":null},{"id":"W2989652627","doi":"10.4314/ijah.v8i4.1","title":"Résilience, Capacité de l’État, et Défis du Développement Durable dans les Zones à Risque: Réflexions sur le cas de Haïti et du Japon","year":2019,"lang":"fr","type":"article","venue":"AFRREV IJAH An International Journal of Arts and Humanities","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":"Saint Paul University","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03870638227777285,"score_gpt":0.2981346665889419,"score_spread":0.25942828431116904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989652627","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":[0.83698547,0.00084944395,0.00088972424,0.041135196,0.0018875558,0.00012710804,0.000028715991,0.00001531256,0.11808146],"genre_scores_gemma":[0.96550244,0.009830305,0.00064070895,0.0015300047,0.0006863645,0.0000050716308,0.0000075786265,0.000017198676,0.02178035],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979677,0.00027474834,0.00048375005,0.00021493866,0.00067604374,0.0003827892],"domain_scores_gemma":[0.9986907,0.00019051209,0.0004142942,0.00011013651,0.00043253228,0.00016179778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012967536,0.0002098074,0.00025305644,0.00022895267,0.00056081783,0.0007668324,0.00063323294,0.00007794747,0.00074592547],"category_scores_gemma":[0.00008212527,0.00019263841,0.0001387183,0.00008356978,0.000720518,0.002148904,0.00012598738,0.0002605435,0.000021987815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005573736,0.00034244233,0.046810582,0.00004018767,0.00015596459,0.00009620493,0.12640715,0.0006354171,0.00015098469,0.8198268,0.0040196804,0.0014588493],"study_design_scores_gemma":[0.0017757689,0.00094360084,0.24192348,0.00097342767,0.00018409721,0.00041627217,0.2208406,0.0017741014,0.0002567485,0.06337669,0.46679062,0.00074459537],"about_ca_topic_score_codex":0.0098512005,"about_ca_topic_score_gemma":0.015247877,"teacher_disagreement_score":0.7564501,"about_ca_system_score_codex":0.00029897253,"about_ca_system_score_gemma":0.00040561726,"threshold_uncertainty_score":0.9967423},"labels":[],"label_agreement":null},{"id":"W2991737592","doi":"10.22329/csw.v16i1.5916","title":"A Critical Discourse Analysis of Haiti Earthquake Recovery in New York Times articles","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Hegemony; Agency (philosophy); Acknowledgement; Sociology; Critical discourse analysis; Meaning (existential); International development; Media studies; Precarity; Gender studies; Political science; Political economy; Public administration; Social science; Law; Politics; Epistemology; Ideology","score_opus":0.027336545623107243,"score_gpt":0.3415635939616397,"score_spread":0.3142270483385325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991737592","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":[0.83973145,0.00024542888,0.00040655804,0.018294849,0.0004841883,0.00021231787,0.000008054953,0.000053073607,0.14056408],"genre_scores_gemma":[0.9884568,0.000006526834,0.0002538753,0.00024317912,0.0002230761,0.000004242098,0.0000026527293,0.000008067391,0.010801578],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998121,0.000240508,0.00030904432,0.00028663434,0.00051600987,0.00052678393],"domain_scores_gemma":[0.9987598,0.00083079626,0.00003139125,0.00014319413,0.000057829347,0.00017699854],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048988685,0.00010992806,0.0003649501,0.00018290171,0.00025895608,0.0001462873,0.00028393423,0.00012582971,0.003549815],"category_scores_gemma":[0.0010252157,0.000107527296,0.00024148369,0.002636002,0.0010089607,0.00027951854,0.00007185345,0.00014197061,0.00022070069],"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":[0.000083726954,0.00031839282,0.06368868,0.000033683293,0.00012638152,0.0000138891155,0.0151818255,0.000039752304,0.00001732446,0.87975544,0.005901726,0.03483916],"study_design_scores_gemma":[0.0010355785,0.00022941717,0.69161445,0.00035631578,0.0017172515,1.9462e-7,0.11661731,0.00035000118,0.00004424297,0.1523169,0.03457786,0.0011404881],"about_ca_topic_score_codex":0.000558441,"about_ca_topic_score_gemma":0.0011380198,"teacher_disagreement_score":0.72743857,"about_ca_system_score_codex":0.00004540461,"about_ca_system_score_gemma":0.00012436764,"threshold_uncertainty_score":0.99736106},"labels":[],"label_agreement":null},{"id":"W2992761184","doi":"","title":"A comparative study in disaster planning in selected countries","year":2007,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental planning; Computer science","score_opus":0.28211649563486824,"score_gpt":0.599608701730002,"score_spread":0.3174922060951338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992761184","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":[0.9469058,0.0017349289,0.00007920143,0.00007842403,0.0002758178,0.00089623,0.0000026092866,0.000021322929,0.05000566],"genre_scores_gemma":[0.99857146,0.00033080133,0.000027749471,0.00009663311,0.00008216645,0.000021392021,0.0000016917501,0.000012082105,0.0008560169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969699,0.00050460856,0.0007451535,0.00035104124,0.00087782164,0.0005514716],"domain_scores_gemma":[0.99861217,0.0004664194,0.00041322285,0.00018802044,0.00017526963,0.00014492981],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035001338,0.00020107428,0.00058825983,0.0010348795,0.00029674254,0.0011685006,0.0019948233,0.000066879904,0.0018009274],"category_scores_gemma":[0.00019488586,0.00018092712,0.000047136986,0.002647057,0.00029861502,0.002536357,0.0004892885,0.00031782629,0.000014019397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022248657,0.0004649969,0.93775684,0.00001412548,0.000040266415,0.00009399199,0.05701949,0.0001615621,0.0004068955,0.0001707851,0.0028508632,0.000797709],"study_design_scores_gemma":[0.00060544454,0.000013584171,0.9480195,0.00023928026,0.000014916529,3.614284e-7,0.0464112,0.000020321962,0.00016782118,0.0007699803,0.0035101187,0.00022748455],"about_ca_topic_score_codex":0.0049037565,"about_ca_topic_score_gemma":0.02384788,"teacher_disagreement_score":0.051665664,"about_ca_system_score_codex":0.00016720936,"about_ca_system_score_gemma":0.00014487923,"threshold_uncertainty_score":0.9998684},"labels":[],"label_agreement":null},{"id":"W2994172846","doi":"","title":"Envisioning Local Futures: The Evolution of Community Visioning as a Tool for Managing Change","year":2005,"lang":"en","type":"article","venue":"Journal of futures studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futurist; Conversation; Futures contract; Planner; Community engagement; Democracy; Scenario planning; Sociology; Public relations; Process (computing); Management; Environmental ethics; Political science; Social science; Politics; Computer science; Business; Law","score_opus":0.052230807481159346,"score_gpt":0.37363079492426404,"score_spread":0.3213999874431047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994172846","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":[0.92369235,0.029119927,0.006591547,0.025692053,0.0018729102,0.0006682302,0.0000025316303,0.000027818722,0.01233262],"genre_scores_gemma":[0.99547404,0.0016922596,0.0005447714,0.00036876427,0.0015948185,0.000007521734,1.6190735e-7,0.0000052835735,0.000312358],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9986239,0.00028110662,0.0003442452,0.000060968385,0.00047483388,0.00021495315],"domain_scores_gemma":[0.9986503,0.0005151857,0.00041353787,0.00012492725,0.00026288928,0.000033128934],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022145386,0.000093848386,0.00022449797,0.000116030234,0.0021272267,0.000053686468,0.00045949707,0.000038514263,0.000014522412],"category_scores_gemma":[0.00044535584,0.000055462428,0.00015459553,0.00019247441,0.00040479755,0.00040712458,0.0001550829,0.00023424118,0.0000015251126],"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":[0.00018944606,0.00014451036,0.0012239374,0.000120795405,0.00035281965,0.000003318751,0.44668418,0.0010534929,0.00010041131,0.051826574,0.010419343,0.48788115],"study_design_scores_gemma":[0.00040966348,0.00024350572,0.011063095,0.00026745908,0.00010407877,0.0000035023734,0.92726153,0.000098928416,0.00003070485,0.00819489,0.052217584,0.00010503401],"about_ca_topic_score_codex":0.000309152,"about_ca_topic_score_gemma":0.0017905785,"teacher_disagreement_score":0.48777613,"about_ca_system_score_codex":0.00016942088,"about_ca_system_score_gemma":0.000045549514,"threshold_uncertainty_score":0.99917185},"labels":[],"label_agreement":null},{"id":"W2994798315","doi":"10.37002/biobrasil.v%vi%i.1227","title":"Global Cooperation in Fire Management: current status and guideposts for future direction","year":2019,"lang":"en","type":"article","venue":"Americanae (AECID Library)","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":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Current (fluid); Political science; Business; Geology","score_opus":0.005489126171551932,"score_gpt":0.2690052234257788,"score_spread":0.26351609725422687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994798315","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":[0.941543,0.0011763836,0.00012854568,0.0019839534,0.0010899825,0.00090268266,0.000013402924,0.00008279554,0.053079262],"genre_scores_gemma":[0.9895338,0.0037096948,0.00054070447,0.00034398865,0.00020697793,0.000047910697,0.000038290334,0.0000101174855,0.005568521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990291,0.00006527899,0.00014858971,0.00028122304,0.00017464746,0.00030115474],"domain_scores_gemma":[0.9996962,0.000021289523,0.00006534132,0.00011921185,0.0000133890635,0.00008455204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007991437,0.00009797698,0.00012080311,0.00006149747,0.00013648154,0.00008819779,0.00014948985,0.000030310186,0.00013077456],"category_scores_gemma":[0.000009139987,0.000093028575,0.000029963117,0.000631144,0.000101737,0.00095696014,0.00007410121,0.00003760762,0.000018656636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027047627,0.000041151812,0.5246515,0.00003590301,0.000011216216,0.000001556704,0.0008600505,0.000029073795,0.0000012783669,0.032997575,0.011402329,0.4299413],"study_design_scores_gemma":[0.00036511864,0.000061048406,0.651537,0.000029336725,0.000009936141,7.530988e-8,0.004034362,0.00027251022,0.0000019509134,0.00047899433,0.3430595,0.00015014819],"about_ca_topic_score_codex":0.004610948,"about_ca_topic_score_gemma":0.00072608155,"teacher_disagreement_score":0.42979115,"about_ca_system_score_codex":0.00005067241,"about_ca_system_score_gemma":0.000038439994,"threshold_uncertainty_score":0.69704044},"labels":[],"label_agreement":null},{"id":"W2994803971","doi":"10.1108/ijes-10-2018-0054","title":"When all else fails: amateur radio becomes lifeline of communications during a disaster","year":2019,"lang":"en","type":"article","venue":"International Journal of Emergency Services","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Amateur; Disaster response; Emergency management; Order (exchange); Telecommunications; Communications system; Computer security; Computer science; Damages; Business; Engineering; Political science","score_opus":0.024799785679338358,"score_gpt":0.34421506563690546,"score_spread":0.3194152799575671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994803971","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":[0.9776702,0.0007062203,0.000017119406,0.0062870774,0.0023276329,0.00010562046,0.0000066642024,0.000010880286,0.012868598],"genre_scores_gemma":[0.9937649,0.0018641261,0.0004071448,0.00010810004,0.00036505118,0.0000016697038,0.000005209966,0.000007888198,0.0034759343],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829274,0.00011417412,0.0006186411,0.00010091459,0.0007204294,0.00015311275],"domain_scores_gemma":[0.99849033,0.000053743337,0.0006244448,0.00023920916,0.0005171569,0.00007509001],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043062746,0.00009063397,0.00017130603,0.00019421331,0.00006916924,0.00007117066,0.0021067606,0.00003757562,0.0015989669],"category_scores_gemma":[0.000030020525,0.000076988435,0.00014880678,0.000118789016,0.000064661515,0.0011038244,0.00024963843,0.00010607232,0.00006129247],"study_design_candidate":"observational","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":[0.00035612483,0.0011075104,0.76468754,0.00040058835,0.001868711,0.000028092601,0.19273157,0.001145848,0.009611668,0.017868316,0.0032185041,0.0069755074],"study_design_scores_gemma":[0.0037982527,0.00035411248,0.32277846,0.0015156338,0.00035385392,0.000022853594,0.15655893,0.0021852811,0.000842815,0.017892249,0.49267313,0.0010243966],"about_ca_topic_score_codex":0.00048316928,"about_ca_topic_score_gemma":0.0011243193,"teacher_disagreement_score":0.48945463,"about_ca_system_score_codex":0.00003907545,"about_ca_system_score_gemma":0.000038092614,"threshold_uncertainty_score":0.9993137},"labels":[],"label_agreement":null},{"id":"W2998905856","doi":"10.1093/aje/161.supplement_1.s98b","title":"391: Contact Patterns During the 2003 Greater Toronto Area SARS Outbreak","year":2005,"lang":"en","type":"article","venue":"American Journal of Epidemiology","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":true,"ca_institutions":"University of Toronto; Toronto Public Health","funders":"","keywords":"Outbreak; Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Environmental health; Disease; Internal medicine; Infectious disease (medical specialty)","score_opus":0.03174383809538026,"score_gpt":0.3334431336291494,"score_spread":0.3016992955337691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998905856","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":[0.9641931,0.00046256866,0.000887911,0.013682742,0.0005094345,0.00011124233,0.000002611648,0.00001366444,0.020136725],"genre_scores_gemma":[0.9927113,0.0009730489,0.00038280632,0.0032130675,0.0006667741,0.0000027683816,3.761016e-7,0.0000074538375,0.002042417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744904,0.0011713287,0.0005537334,0.00015505306,0.00018061663,0.00049020926],"domain_scores_gemma":[0.9983282,0.00050766725,0.0007085146,0.00018534699,0.000121361634,0.00014888975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024621193,0.00011777108,0.0004319168,0.000042724318,0.00024987166,0.000021011663,0.00057081407,0.00003772237,0.00058717025],"category_scores_gemma":[0.0009573687,0.000069278685,0.00013344701,0.00013993119,0.00061821524,0.00030639174,0.000058596645,0.00017242089,0.000025619353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116536205,0.000054044227,0.88809997,0.0000049133355,0.00015538001,0.000031431413,0.011027978,0.00016379353,0.00007282863,0.004064532,0.012678996,0.083529584],"study_design_scores_gemma":[0.0003851466,0.00036565532,0.6921776,0.0000491163,0.000057698428,0.00004579555,0.025958046,0.000044146185,0.000014693029,0.00026489788,0.28043514,0.00020204243],"about_ca_topic_score_codex":0.0053066392,"about_ca_topic_score_gemma":0.0059126113,"teacher_disagreement_score":0.26775616,"about_ca_system_score_codex":0.00019349737,"about_ca_system_score_gemma":0.00006135492,"threshold_uncertainty_score":0.80220866},"labels":[],"label_agreement":null},{"id":"W3000160955","doi":"10.5539/enrr.v10n1p1","title":"A Multi-Function Disaster Decision Support System Based on Multi-Source Dynamic Data","year":2020,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and Technology, Taiwan","keywords":"Disaster response; Emergency management; Computer science; Function (biology); Scale (ratio); Resource (disambiguation); Emergency response; Incident response; Risk analysis (engineering); Process management; Operations research; Computer security; Business; Medical emergency; Engineering; Geography","score_opus":0.07022262420631442,"score_gpt":0.3531795097910682,"score_spread":0.2829568855847538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000160955","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":[0.9638847,0.0014023584,0.018147072,0.00635581,0.00043092333,0.0021139402,0.000049129496,0.00025546557,0.0073606186],"genre_scores_gemma":[0.988344,0.00015927434,0.0011242821,0.00025515637,0.00013686938,0.000015713438,0.0000518417,0.000020412488,0.009892422],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9962633,0.0005055733,0.0002234744,0.000780848,0.0016611753,0.00056560163],"domain_scores_gemma":[0.9987111,0.00038925817,0.000059147016,0.00050205295,0.000018703717,0.00031973483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015314844,0.00017100833,0.00017189684,0.00016044165,0.0008987709,0.00027896333,0.00092223077,0.00010661269,0.0002496674],"category_scores_gemma":[0.00028376325,0.00013284758,0.000048333983,0.0003144461,0.00058479764,0.00030783765,0.0007898286,0.00047241707,0.0004213199],"study_design_candidate":"design_other","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":[0.00458059,0.0011695079,0.037632756,0.00056069007,0.00016533109,0.00020228315,0.058028977,0.002900071,0.0054659876,0.00043917375,0.016165957,0.87268865],"study_design_scores_gemma":[0.0014203192,0.0003969629,0.026964024,0.000101671285,0.000023399787,3.6505475e-7,0.020226311,0.48168385,0.000008907188,0.0000044416206,0.4688887,0.0002810678],"about_ca_topic_score_codex":0.0001087714,"about_ca_topic_score_gemma":0.00013462642,"teacher_disagreement_score":0.8724076,"about_ca_system_score_codex":0.00013997658,"about_ca_system_score_gemma":0.00002293585,"threshold_uncertainty_score":0.691271},"labels":[],"label_agreement":null},{"id":"W3003317200","doi":"10.17230/ad-minister.35.5","title":"Small and Medium Enterprises in the Americas, Effect of Disaster Experience on Readiness Capabilities","year":2019,"lang":"en","type":"article","venue":"AD-minister","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"Office of U.S. Foreign Disaster Assistance; World Bank Group; United States Agency for International Development","keywords":"Disaster risk reduction; Business; Resilience (materials science); Small business; Small and medium-sized enterprises; Psychological resilience; Private sector; Emergency management; Economic growth; Finance; Economics","score_opus":0.01661016768023234,"score_gpt":0.2992705064756732,"score_spread":0.2826603387954409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003317200","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":[0.9265084,0.00004725951,0.0000036302056,0.00088304025,0.00024318078,0.00036870004,0.0000013868463,0.00000946313,0.07193489],"genre_scores_gemma":[0.9936792,0.000028246744,0.00000948689,0.00053245854,0.00003194663,0.000040508272,8.5988574e-7,0.0000051381157,0.0056721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988476,0.0002742851,0.00016077774,0.00022109115,0.00028103718,0.00021518017],"domain_scores_gemma":[0.9990731,0.00054743275,0.00008123662,0.00025188303,0.00001312318,0.000033240638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004327706,0.00010563609,0.00017278681,0.000050716208,0.000067142166,0.00006850481,0.00036017358,0.000034413155,0.00010166861],"category_scores_gemma":[0.000099304176,0.00006212434,0.00003822432,0.00014500656,0.00066912535,0.0001442962,0.00007267237,0.00006340027,0.000032162574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021104279,0.00012438747,0.619428,0.00018148516,0.000012808261,0.000010611516,0.37082928,0.0000019062009,0.00031214213,0.0015239865,0.00058881205,0.006775536],"study_design_scores_gemma":[0.0014019392,0.0018737694,0.4706268,0.00044991358,0.000046924775,0.0000028680254,0.3862922,0.000021148348,0.0011752839,0.00040891767,0.13712952,0.00057071255],"about_ca_topic_score_codex":0.00017940225,"about_ca_topic_score_gemma":0.00031422192,"teacher_disagreement_score":0.1488012,"about_ca_system_score_codex":0.000012709765,"about_ca_system_score_gemma":0.0000119989745,"threshold_uncertainty_score":0.2533357},"labels":[],"label_agreement":null},{"id":"W3003623098","doi":"10.1016/j.ssci.2020.104623","title":"Rescuer, decision maker, and breadwinner: Women’s predominant leadership across the post-Wenchuan earthquake efforts in rural areas, Sichuan, China","year":2020,"lang":"en","type":"article","venue":"Safety Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Department of Science and Technology of Sichuan Province","keywords":"China; Livelihood; Gender equity; Community resilience; Equity (law); Emergency management; Disaster mitigation; Political science; Economic growth; Business; Public relations; Resource (disambiguation); Geography; Environmental planning","score_opus":0.01830131966519646,"score_gpt":0.2799891592240471,"score_spread":0.26168783955885067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003623098","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":[0.9728655,0.0002793855,0.00007610517,0.018912079,0.00035345988,0.0005621494,0.000007814397,0.000057355614,0.006886104],"genre_scores_gemma":[0.997324,0.00019078157,0.00008330879,0.0013311243,0.00011820951,0.00002049916,0.0000012718608,0.000008454847,0.0009223795],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965927,0.00015919765,0.00034138397,0.000604643,0.0011514626,0.0011506095],"domain_scores_gemma":[0.9989099,0.00018624043,0.00011107721,0.00033890601,0.000079296515,0.0003745645],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0033530612,0.00019068044,0.00021627289,0.00008209702,0.0016806759,0.00047673687,0.0012655841,0.000068584624,0.00012784333],"category_scores_gemma":[0.00088030304,0.00012922064,0.00005317547,0.00170648,0.0027435552,0.0010115048,0.00048877933,0.0002363232,0.00006597295],"study_design_candidate":"observational","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":[0.0006120393,0.00012267572,0.07010093,0.000053035357,0.000009582773,0.000057741323,0.44534743,0.00024461217,0.0009471293,0.016144898,0.00072295195,0.46563697],"study_design_scores_gemma":[0.00062342425,0.00015905962,0.85098445,0.00010718683,0.00000483454,0.0000037987359,0.1279481,0.00067741977,0.000040764953,0.0012536674,0.017905166,0.00029213534],"about_ca_topic_score_codex":0.0009696496,"about_ca_topic_score_gemma":0.004053991,"teacher_disagreement_score":0.7808835,"about_ca_system_score_codex":0.00013632933,"about_ca_system_score_gemma":0.00022693456,"threshold_uncertainty_score":0.9999704},"labels":[],"label_agreement":null},{"id":"W3004741952","doi":"10.1177/1018529119898036","title":"Community-based Disaster Management and Its Salient Features: A Policy Approach to People-centred Risk Reduction in Bangladesh","year":2019,"lang":"en","type":"article","venue":"Asia-Pacific Journal of Rural Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Disaster risk reduction; Community resilience; Emergency management; Vulnerability (computing); Preparedness; Resilience (materials science); Risk management; Hazard; Vulnerability assessment; Environmental planning; Government (linguistics); Environmental resource management; Business; Psychological resilience; Political science; Economic growth; Geography; Computer security; Resource (disambiguation); Psychology; Finance; Computer science; Economics","score_opus":0.014359280438240885,"score_gpt":0.25377218273053975,"score_spread":0.23941290229229886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004741952","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":[0.94603217,0.000181716,0.00014431511,0.002579656,0.00047153473,0.0008770417,0.0000020215969,0.00001858342,0.04969299],"genre_scores_gemma":[0.9898027,0.00016290255,0.0021815377,0.00010477927,0.00007947742,0.000016673923,0.000006994844,0.000012549345,0.0076323543],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976518,0.0004993427,0.00047980782,0.00016049227,0.0007200623,0.000488493],"domain_scores_gemma":[0.9991554,0.000041252642,0.00028403185,0.0001767477,0.00009517465,0.00024741862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012465625,0.00018922891,0.0002809237,0.00061909086,0.00036048595,0.00017867103,0.000462947,0.00006864905,0.00002566709],"category_scores_gemma":[0.00003968669,0.00015820908,0.00006628138,0.0008271483,0.00006359689,0.00032842602,0.0001534053,0.00035397703,0.000040564268],"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":[0.00092172204,0.00208967,0.070973195,0.00060430024,0.0003856726,0.000025633899,0.79414785,0.0019376745,0.00042686053,0.018454429,0.014867004,0.09516598],"study_design_scores_gemma":[0.0020493062,0.00017305069,0.2514033,0.00051490456,0.000044654054,0.000013691108,0.69419146,0.000032163294,0.00012382762,0.00045313017,0.05054854,0.00045200493],"about_ca_topic_score_codex":0.00019469055,"about_ca_topic_score_gemma":0.00022118266,"teacher_disagreement_score":0.1804301,"about_ca_system_score_codex":0.0004421531,"about_ca_system_score_gemma":0.00020643178,"threshold_uncertainty_score":0.64515793},"labels":[],"label_agreement":null},{"id":"W3006987757","doi":"10.1175/bams-explainingextremeevents2018.1","title":"Explaining Extreme Events of 2018 from a Climate Perspective","year":2020,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Japan Science and Technology Agency; Bureau of Reclamation; Office of Science; Japan Society for the Promotion of Science; Nanjing University; Nanjing University of Information Science and Technology; China Scholarship Council; BNP Paribas Cardif; Department for Environment, Food and Rural Affairs, UK Government; National Natural Science Foundation of China; National Oceanic and Atmospheric Administration; Swedish Foundation for International Cooperation in Research and Higher Education; U.S. Department of Energy; European Commission; University of Toronto; Met Office; Australian Government; Ministry of Education, Culture, Sports, Science and Technology; National Centers for Environmental Information; Dartmouth College; Key Laboratory of Meteorological Disaster; National Science Foundation","keywords":"Download; Perspective (graphical); Computer science; Resolution (logic); High resolution; File format; Data science; World Wide Web; Remote sensing; Geography; Database; Artificial intelligence","score_opus":0.04350732876961873,"score_gpt":0.2856422079541484,"score_spread":0.2421348791845297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006987757","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":[0.9449831,0.00013394655,0.00022117399,0.033264548,0.00008795491,0.00023109408,0.000020748099,0.0000443895,0.021013025],"genre_scores_gemma":[0.9918258,0.0002243978,0.0043498315,0.0033178013,0.00010146302,0.0000068283744,6.562272e-7,0.0000057391458,0.00016749273],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983831,0.00039407855,0.00022484516,0.00026985075,0.0004470247,0.00028110977],"domain_scores_gemma":[0.9989836,0.00028239132,0.00041790432,0.00016683176,0.000060469414,0.00008877823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044624947,0.00010348328,0.0003115244,0.000005767757,0.0002252284,0.000010718783,0.0007398899,0.00004179068,0.00084453105],"category_scores_gemma":[0.0004849346,0.0000668346,0.00036264042,0.00031643466,0.0016666054,0.000020688656,0.00039668602,0.00012960407,0.00003013437],"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":[0.0016726482,0.0014186337,0.30813274,0.000119064214,0.0014822498,0.000009896325,0.31074503,0.00041753455,0.0272792,0.084199466,0.23832443,0.026199114],"study_design_scores_gemma":[0.0011362601,0.0010619024,0.2447561,0.000081316495,0.00027939738,2.0432604e-7,0.5214986,0.00023881819,0.0007453152,0.0070775594,0.22253475,0.0005897508],"about_ca_topic_score_codex":0.0025006048,"about_ca_topic_score_gemma":0.000011948761,"teacher_disagreement_score":0.2107536,"about_ca_system_score_codex":0.000034856876,"about_ca_system_score_gemma":0.000022638835,"threshold_uncertainty_score":0.9247023},"labels":[],"label_agreement":null},{"id":"W3007453598","doi":"","title":"Point de vue des jeunes du 3e cycle du primaire sur leur vie scolaire et communautaire, ainsi que sur les conséquences du déraillement du train, trois ans après la catastrophe technologique de Lac-Mégantic","year":2019,"lang":"fr","type":"article","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.011239215156624651,"score_gpt":0.20178936404348244,"score_spread":0.19055014888685778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007453598","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":[0.8982754,0.0015922919,0.0019293068,0.048942167,0.00034674222,0.0010173859,0.000053966196,0.00033956917,0.04750317],"genre_scores_gemma":[0.99296886,0.0037974578,0.000459843,0.0007041015,0.00013593979,0.000006362651,0.000032948,0.00004567049,0.0018488094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958298,0.0013777624,0.0005619525,0.0007482543,0.0005524081,0.00092977495],"domain_scores_gemma":[0.9973469,0.00089246925,0.0005343295,0.00054138026,0.00038850808,0.00029644053],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001689823,0.00056741835,0.00063661445,0.0003407327,0.0016321674,0.00034349618,0.0011784049,0.00047812733,0.0034800875],"category_scores_gemma":[0.00033413788,0.00060400524,0.00031216943,0.0008711807,0.0040460355,0.0013364485,0.00050427846,0.0005497504,0.000083165694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010208277,0.00047953543,0.8428714,0.0003502758,0.00024613447,0.00017992943,0.073496185,0.006789059,0.00030180125,0.048983987,0.010823294,0.015376268],"study_design_scores_gemma":[0.0045288694,0.0006522417,0.48082012,0.001649719,0.0006941891,0.0002958748,0.39375994,0.035784673,0.00026636172,0.0020188915,0.0774812,0.002047929],"about_ca_topic_score_codex":0.069650985,"about_ca_topic_score_gemma":0.1972847,"teacher_disagreement_score":0.36205134,"about_ca_system_score_codex":0.0010571532,"about_ca_system_score_gemma":0.0020003067,"threshold_uncertainty_score":0.9996676},"labels":[],"label_agreement":null},{"id":"W3007975535","doi":"","title":"Keeping Calm in the Chaos: An Examination of Forecaster Sense-Making and Partner Response to TORFFs during Hurricane Florence","year":2020,"lang":"en","type":"article","venue":"100th American Meteorological Society Annual Meeting","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"CHAOS (operating system); Psychology; History; Computer science; Computer security","score_opus":0.030048267403234796,"score_gpt":0.3107696743437054,"score_spread":0.2807214069404706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007975535","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":[0.9913905,0.000039278908,0.00029438295,0.005309328,0.000032286593,0.00035471038,0.0000045928123,0.00004813193,0.0025267683],"genre_scores_gemma":[0.99343634,0.000028628698,0.0026653744,0.0036571203,0.0001498009,0.000027061309,0.0000010617167,0.000008149065,0.000026447324],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99669784,0.0015126882,0.00032905609,0.00044468287,0.00052372226,0.0004920142],"domain_scores_gemma":[0.9987455,0.0006834133,0.00020623466,0.00013240788,0.00007006089,0.00016238657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030860002,0.00015182499,0.00028714802,0.000037805155,0.00042448446,0.00008292439,0.00035515608,0.00006547125,0.000028182854],"category_scores_gemma":[0.0014395472,0.0001119297,0.0000815753,0.0009948233,0.00083434884,0.00029166313,0.00020187524,0.00020685596,0.0000036365811],"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":[0.00074906595,0.0001502879,0.024783777,0.00008404355,0.00003716081,0.000048763497,0.86093384,0.0008706959,0.009269065,0.0016183044,0.00011170655,0.10134328],"study_design_scores_gemma":[0.0003500453,0.0010645039,0.37144038,0.00008418238,0.000029117746,0.00000234842,0.621469,0.0019284295,0.00012711612,0.0000911495,0.0030482556,0.00036545593],"about_ca_topic_score_codex":0.0002450664,"about_ca_topic_score_gemma":0.0001137037,"teacher_disagreement_score":0.34665662,"about_ca_system_score_codex":0.00004363149,"about_ca_system_score_gemma":0.000022951463,"threshold_uncertainty_score":0.4564361},"labels":[],"label_agreement":null},{"id":"W3010714048","doi":"10.7202/1068123ar","title":"Chapter 3","year":2020,"lang":"en","type":"article","venue":"Narrative Works","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Theme (computing); Natural disaster; Action (physics); Collective action; Hurricane katrina; Sociology; Natural (archaeology); Psychology; Recall; Social psychology; Public relations; History; Political science; Law; Geography; Politics; Archaeology","score_opus":0.03736636171449393,"score_gpt":0.3053759457078837,"score_spread":0.26800958399338976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010714048","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":[0.047200795,0.00011573089,0.0011898717,0.03077576,0.00018194808,0.00014271769,2.3739935e-7,0.000081886705,0.92031103],"genre_scores_gemma":[0.992213,0.000028654178,0.000077717246,0.0016198686,0.00021476763,0.0000033555132,3.7368278e-7,0.000002786834,0.005839485],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.999515,0.000036859572,0.00005162932,0.00011372716,0.00016026979,0.00012249855],"domain_scores_gemma":[0.99981475,0.000016895548,0.000021532689,0.000040142135,0.000022337694,0.00008435445],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007846307,0.000040963663,0.000050612543,0.000011182165,0.00024858204,0.000059627968,0.00014743557,0.000028035467,0.0017656612],"category_scores_gemma":[0.000035405785,0.000035148798,0.000024700767,0.00014896668,0.00015582428,0.00017646105,0.000028835011,0.000067011206,0.00022200368],"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":[0.000021273761,0.000017236542,0.0013760211,0.0000032127843,0.000014762025,0.000009088919,0.6049803,0.000025522044,0.000094320116,0.31547776,0.01614076,0.061839726],"study_design_scores_gemma":[0.00023470784,0.000057879202,0.0013805364,0.000028212531,0.0000066309412,4.3098687e-8,0.27876452,0.00012472562,0.000072898794,0.0014212299,0.7177149,0.00019372808],"about_ca_topic_score_codex":0.000022384198,"about_ca_topic_score_gemma":0.00007843878,"teacher_disagreement_score":0.9450122,"about_ca_system_score_codex":0.000007658553,"about_ca_system_score_gemma":0.000010799555,"threshold_uncertainty_score":0.9991469},"labels":[],"label_agreement":null},{"id":"W3010746814","doi":"10.1002/say.30729","title":"Develop response plan for unsanctioned public gatherings","year":2020,"lang":"en","type":"article","venue":"Student Affairs Today","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Homecoming; Plan (archaeology); Residence; Business; Sociology; History; Archaeology; Art history","score_opus":0.05300938414280737,"score_gpt":0.3172116636843882,"score_spread":0.2642022795415808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010746814","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":[0.5515805,0.0001459453,0.0050055706,0.13013044,0.0015387243,0.0020836135,0.000012107046,0.0006940223,0.3088091],"genre_scores_gemma":[0.9873877,0.000021520926,0.0003837591,0.000530172,0.00025649814,0.000072629584,0.0000036344582,0.000012410102,0.011331649],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862957,0.00013541782,0.00016336564,0.00027791027,0.00043445503,0.0003592939],"domain_scores_gemma":[0.999443,0.00013341644,0.00006344099,0.0001063857,0.00007483147,0.00017895835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007398164,0.00010444797,0.000121743804,0.000051571948,0.0005186629,0.00021975201,0.00049035164,0.000047745256,0.00023050292],"category_scores_gemma":[0.0004131076,0.00009606356,0.000058125544,0.0004524878,0.00014252095,0.00025991927,0.000120498495,0.000057962134,0.00013486654],"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":[0.0017802581,0.00043200268,0.043569237,0.00010038066,0.00027882433,0.000031937987,0.64931667,0.000044084867,0.0021101155,0.120825015,0.15431255,0.027198901],"study_design_scores_gemma":[0.0005078841,0.00012186491,0.009660546,0.000009406943,0.000013092957,9.1017874e-8,0.13911925,0.000019595962,0.000058306996,0.00026815632,0.8500323,0.00018947844],"about_ca_topic_score_codex":0.000015854408,"about_ca_topic_score_gemma":0.00022059875,"teacher_disagreement_score":0.6957198,"about_ca_system_score_codex":0.000059342718,"about_ca_system_score_gemma":0.00010671376,"threshold_uncertainty_score":0.39891884},"labels":[],"label_agreement":null},{"id":"W3011524335","doi":"10.20965/jdr.2020.p0212","title":"Questionnaire Survey on the Difficulty of Attending Work for Commuters After the 2018 Osaka Earthquake","year":2020,"lang":"en","type":"article","venue":"Journal of Disaster Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Attendance; Questionnaire; Quarter (Canadian coin); Downtown; Transport engineering; Traffic congestion; Engineering; Psychology; Forensic engineering; Geography; Economic growth; Mathematics; Statistics; Economics","score_opus":0.20019824082763427,"score_gpt":0.41018834920848424,"score_spread":0.20999010838084997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011524335","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":[0.95099884,0.00013231546,0.00025355263,0.046023615,0.0002473679,0.00042687193,0.000008943177,0.000004362639,0.0019041277],"genre_scores_gemma":[0.99818575,0.000040968745,0.000021134201,0.000413121,0.00033681508,0.000010960283,6.7956967e-7,0.000008045277,0.0009825175],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9966146,0.0014682343,0.00031455787,0.00011564684,0.0011549038,0.00033209863],"domain_scores_gemma":[0.9978215,0.0013672999,0.00016915117,0.00018872046,0.0003310763,0.00012227138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005387041,0.00007888918,0.00015541403,0.00006810892,0.00050744135,0.00022081035,0.0009504224,0.000038837403,0.00008772322],"category_scores_gemma":[0.0012139915,0.000037913913,0.000138865,0.00056301174,0.00076771906,0.00018103044,0.00014805558,0.00037722004,0.000022492184],"study_design_candidate":"observational","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":[0.004576112,0.0005239924,0.3505963,0.00015990276,0.0003136157,0.00002877868,0.23523343,0.00017138252,0.00019876643,0.008358562,0.36832038,0.031518802],"study_design_scores_gemma":[0.0005340277,0.00062900706,0.92138517,0.00048184596,0.000023432664,7.384232e-7,0.04399169,0.000043715074,0.000034263612,0.00059750804,0.03214582,0.000132802],"about_ca_topic_score_codex":0.00010169806,"about_ca_topic_score_gemma":0.0005145248,"teacher_disagreement_score":0.57078886,"about_ca_system_score_codex":0.000037983722,"about_ca_system_score_gemma":0.00007335414,"threshold_uncertainty_score":0.390288},"labels":[],"label_agreement":null},{"id":"W3011712113","doi":"","title":"Evaluating a Rural Mobile Crisis Service for Children and Youth","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service (business); Psychology; Business; Marketing","score_opus":0.09725978330641283,"score_gpt":0.3936390042112637,"score_spread":0.29637922090485086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011712113","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":[0.9729477,0.00064718875,0.000018879695,0.025294133,0.00012064915,0.0003962899,0.000076157194,0.0000050312533,0.00049394683],"genre_scores_gemma":[0.991925,0.000064742075,0.00018828291,0.007671173,0.000104720566,0.0000016213718,0.000016395126,0.0000055618016,0.000022490769],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988241,0.0004866136,0.00021551822,0.00003666908,0.00017185646,0.00026523691],"domain_scores_gemma":[0.99878883,0.00004259771,0.00016681732,0.000067154644,0.000084549065,0.0008500346],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013566649,0.000060848342,0.00014591975,0.00006118475,0.0016646027,0.00008717129,0.00036950526,0.000022577435,0.000031553736],"category_scores_gemma":[0.000042947133,0.00005899102,0.00003769474,0.00017589207,0.00007414332,0.00019784449,0.000030703184,0.00021770441,0.0000015672717],"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":[0.0000284223,0.000020754425,0.00225807,0.00005155206,0.000024514144,3.1980485e-7,0.96738094,0.00002708655,0.000004318136,0.0005342855,0.006909768,0.022759987],"study_design_scores_gemma":[0.0007345421,0.00086267025,0.0070240814,0.00008613518,0.000021223686,0.0000035348135,0.98763955,0.00007370261,0.0000033743795,0.00030230152,0.003146716,0.00010218128],"about_ca_topic_score_codex":0.18928389,"about_ca_topic_score_gemma":0.28066263,"teacher_disagreement_score":0.09137873,"about_ca_system_score_codex":0.00014534862,"about_ca_system_score_gemma":0.000902682,"threshold_uncertainty_score":0.9996351},"labels":[],"label_agreement":null},{"id":"W3011966390","doi":"","title":"Framing Urban Resilience: A policy and media analysis of three Canadian Cities","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo","keywords":"Framing (construction); Urban resilience; Resilience (materials science); Political science; Media studies; Geography; Sociology; Economic geography; Urban planning; Engineering; Civil engineering; Archaeology","score_opus":0.011210989752148863,"score_gpt":0.22641449475606434,"score_spread":0.21520350500391547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011966390","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":[0.9734556,0.00017096393,0.000003604969,0.0014470168,0.000109005545,0.00015446129,0.000047035825,0.000019349214,0.02459293],"genre_scores_gemma":[0.80555177,0.00036504387,0.00015275016,0.000022776569,0.000054784126,1.8728875e-7,0.0001398003,0.0000075702337,0.19370529],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988382,0.00006159968,0.00010823574,0.0002794243,0.0004284124,0.00028413412],"domain_scores_gemma":[0.9992294,0.00006007802,0.00019931294,0.00015734028,0.0001147192,0.00023915088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016155216,0.0001329218,0.00039147143,0.001169569,0.00038849466,0.000037763883,0.00049581437,0.0001847242,0.00019873421],"category_scores_gemma":[0.00008788924,0.00015599601,0.00013861973,0.0013841871,0.00049412105,0.00021572692,0.000053130054,0.0001162623,0.000004754984],"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":[0.000031556898,0.000010595176,0.024534535,0.0001457543,0.00042283547,0.000018163893,0.9566456,0.00001642541,0.000058554324,0.01475919,0.00079990126,0.0025569014],"study_design_scores_gemma":[0.00011201821,0.000027458587,0.13616915,0.00007819805,0.00083768985,2.4168598e-8,0.8589354,0.00017564243,0.00001282793,0.0003509524,0.0031106987,0.00018992157],"about_ca_topic_score_codex":0.94541204,"about_ca_topic_score_gemma":0.9974201,"teacher_disagreement_score":0.16911237,"about_ca_system_score_codex":0.00009149583,"about_ca_system_score_gemma":0.000539206,"threshold_uncertainty_score":0.63613325},"labels":[],"label_agreement":null},{"id":"W3012226641","doi":"10.1177/0042098020907277","title":"Governing urban resilience: Organisational structures and coordination strategies in 20 North American city governments","year":2020,"lang":"en","type":"article","venue":"Urban Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Resilience (materials science); Corporate governance; Scholarship; Scope (computer science); Public relations; Urban resilience; Stakeholder; Sociology; Political science; Business; Urban planning; Engineering","score_opus":0.02805235252234712,"score_gpt":0.2992427803709464,"score_spread":0.2711904278485993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012226641","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":[0.98136145,0.00061448425,0.00006180124,0.0023689808,0.00008889301,0.00018161855,0.0000120807035,0.00004482001,0.015265886],"genre_scores_gemma":[0.9977458,0.0001887676,0.00013218536,0.00027722144,0.00015030573,0.00000711968,0.0000035645119,0.0000050009403,0.0014900146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998747,0.00008388037,0.00015998309,0.00026996364,0.0005213622,0.00021780914],"domain_scores_gemma":[0.99962056,0.00008979044,0.00012018954,0.00005699501,0.00004662799,0.0000658133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013329978,0.00011105606,0.00016981382,0.000031361324,0.0003774326,0.00012203862,0.00016963696,0.00001715342,0.00002939796],"category_scores_gemma":[0.00026882256,0.00009988557,0.000017474827,0.00046009055,0.0007069516,0.0004083255,0.0001401682,0.00008646314,0.000005332429],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016075986,0.000012973531,0.91506904,0.00001908863,0.000030258121,0.0000038141395,0.054043114,0.0000621029,0.000036602174,0.009671076,0.019527525,0.0015083554],"study_design_scores_gemma":[0.0001857257,0.00005739325,0.836174,0.000009358006,0.000012574899,6.316989e-8,0.1478707,0.00006281282,0.000007861764,0.00046717134,0.015010578,0.00014172136],"about_ca_topic_score_codex":0.00036636682,"about_ca_topic_score_gemma":0.0051127914,"teacher_disagreement_score":0.09382759,"about_ca_system_score_codex":0.000115636816,"about_ca_system_score_gemma":0.000055606826,"threshold_uncertainty_score":0.4073215},"labels":[],"label_agreement":null},{"id":"W3012321052","doi":"10.1177/0001839220916401","title":"Maintaining Places of Social Inclusion: Ebola and the Emergency Department","year":2020,"lang":"en","type":"article","venue":"Administrative Science Quarterly","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Australian Research Council","keywords":"Custodians; Inclusion (mineral); Meaning (existential); Public relations; Democracy; Work (physics); Value (mathematics); Sociology; Resource (disambiguation); Political science; Social science; Law; Epistemology; Geography; Computer science","score_opus":0.03071063750607413,"score_gpt":0.34410008441657847,"score_spread":0.31338944691050435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012321052","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":[0.7867593,0.00008827014,0.00037780963,0.030817298,0.00022829555,0.0005134753,0.0000062329177,0.000036713147,0.1811726],"genre_scores_gemma":[0.9990898,0.00001136522,0.00012199425,0.00026133962,0.00012798399,0.000013442169,5.6105955e-7,0.000002660783,0.00037085338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9982339,0.0002026607,0.0002420179,0.00028645035,0.00074389717,0.0002910477],"domain_scores_gemma":[0.99942863,0.000091643094,0.00016497198,0.00008255821,0.00009239646,0.00013979005],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0013188766,0.00009596459,0.00014985216,0.00003658082,0.0024114326,0.00010584888,0.0006380944,0.000025378155,0.0001661792],"category_scores_gemma":[0.00012670427,0.00006437634,0.000046886747,0.0006350853,0.00452749,0.00045263118,0.00014116617,0.00007810421,0.000008107834],"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":[0.00008216904,0.000024371704,0.00054359104,0.0000073587944,0.000008382506,0.000002893074,0.44025618,4.6748073e-7,0.0005804066,0.55155563,0.00026815303,0.006670401],"study_design_scores_gemma":[0.0014736211,0.0016468432,0.012122232,0.00002147454,0.000054432177,0.0000010865596,0.9358076,0.00043590344,0.0005543292,0.026577048,0.020916844,0.00038857464],"about_ca_topic_score_codex":0.00007648665,"about_ca_topic_score_gemma":0.00034430888,"teacher_disagreement_score":0.5249786,"about_ca_system_score_codex":0.00001906458,"about_ca_system_score_gemma":0.00025971927,"threshold_uncertainty_score":0.9988873},"labels":[],"label_agreement":null},{"id":"W3013936382","doi":"10.1016/j.jenvman.2020.110457","title":"Community resilience to cyclone and storm surge disasters: Evidence from coastal communities of Bangladesh","year":2020,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":107,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Storm surge; Community resilience; Storm; Resilience (materials science); Cyclone (programming language); Environmental science; Surge; Geography; Environmental planning; Meteorology; Engineering","score_opus":0.033881683957647075,"score_gpt":0.2665652363167847,"score_spread":0.23268355235913762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013936382","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":[0.99354064,0.00031334933,0.00059592584,0.002365889,0.00012660552,0.00024916697,0.000028136034,0.000008639907,0.0027716444],"genre_scores_gemma":[0.99679357,0.0013002444,0.0010023814,0.00047835795,0.00006975384,0.0000027005797,0.0000024792846,0.000008707658,0.00034180743],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980541,0.00045999035,0.00043243507,0.00011079772,0.0007252619,0.00021740042],"domain_scores_gemma":[0.99898785,0.00022101514,0.00031298367,0.00021651389,0.000012827086,0.00024882454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079055625,0.00013467381,0.00026475624,0.00009054894,0.00032429557,0.00007736969,0.0007801798,0.000031191546,0.00019308987],"category_scores_gemma":[0.000046221052,0.00012469204,0.00007645166,0.00015910463,0.0006006383,0.00061314733,0.0007923368,0.00022721854,0.000013029708],"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":[0.00108792,0.0012712675,0.45464092,0.00037590205,0.0005166952,0.00015498025,0.46253487,0.0011474012,0.008980102,0.0015870695,0.00824257,0.059460294],"study_design_scores_gemma":[0.0006008138,0.000653465,0.49121693,0.00051203516,0.00013182272,0.000001368508,0.49168366,0.000038229336,0.00026589856,0.00024917145,0.014396511,0.0002500938],"about_ca_topic_score_codex":0.0014534808,"about_ca_topic_score_gemma":0.0017947003,"teacher_disagreement_score":0.0592102,"about_ca_system_score_codex":0.00007347603,"about_ca_system_score_gemma":0.000010433941,"threshold_uncertainty_score":0.5084794},"labels":[],"label_agreement":null},{"id":"W3014864258","doi":"10.1093/cid/ciaa393","title":"Before the Flood","year":2020,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Flood myth; Archaeology","score_opus":0.053765375051753765,"score_gpt":0.38615276626104555,"score_spread":0.3323873912092918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014864258","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":[0.7583941,0.00032047913,0.00022961623,0.047882922,0.0014298628,0.000539793,0.000010369183,0.0005509667,0.19064185],"genre_scores_gemma":[0.9906462,0.00007352325,0.0000017807721,0.006698784,0.0013828063,0.000012187169,0.0000018726804,0.0000056610866,0.0011771828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989432,0.0002480242,0.00019941726,0.00019701869,0.00021853072,0.0001938177],"domain_scores_gemma":[0.9993251,0.00017789262,0.000059167505,0.00013763794,0.000035549285,0.00026466747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023319553,0.00006600247,0.000114578055,0.000009383924,0.00047080545,0.00012415463,0.00032606337,0.000042821368,0.000417031],"category_scores_gemma":[0.0014155278,0.00004206232,0.00016351324,0.00024689254,0.00067246804,0.00012684267,0.00010229243,0.00011240713,0.00046077528],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006396094,0.00021380896,0.8807142,0.000011270243,0.000042068685,0.000007831829,0.0041883383,0.000012980478,2.2342903e-7,0.02798838,0.040645976,0.04616856],"study_design_scores_gemma":[0.00039310197,0.00023613367,0.49828598,0.000010376956,0.000115578165,6.476916e-8,0.003343827,0.00010958155,3.1520025e-7,0.009260119,0.488114,0.00013091399],"about_ca_topic_score_codex":0.000052314383,"about_ca_topic_score_gemma":0.00048158166,"teacher_disagreement_score":0.44746804,"about_ca_system_score_codex":0.000008779055,"about_ca_system_score_gemma":0.000060658313,"threshold_uncertainty_score":0.59224874},"labels":[],"label_agreement":null},{"id":"W3015872766","doi":"10.1016/j.envres.2020.109482","title":"Mexico city’s residents emotional and behavioural reactions to the 19 September 2017 earthquake","year":2020,"lang":"en","type":"article","venue":"Environmental Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Secretaría de Investigación y Posgrado, Instituto Politécnico Nacional; Instituto Politécnico Nacional; Consejo Nacional de Ciencia y Tecnología; Swine Innovation Porc","keywords":"Prosocial behavior; Surprise; Mexico city; Emotional support; Capital city; Psychology; Coping (psychology); Demography; Geography; Clinical psychology; Social psychology; Social support; Humanities; Sociology","score_opus":0.13011042268019432,"score_gpt":0.38478787711862456,"score_spread":0.25467745443843026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015872766","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":[0.9153104,0.00006987799,0.000023156075,0.030428825,0.00007914006,0.00040957786,0.000013743626,0.000017544135,0.05364778],"genre_scores_gemma":[0.9492579,0.0001257538,0.00003661146,0.00049539394,0.00014406853,0.000023131513,0.0000057978564,0.0000060987695,0.049905226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978354,0.0003103836,0.00010769462,0.00027021524,0.0011244054,0.00035188266],"domain_scores_gemma":[0.9993759,0.0001125577,0.000019572115,0.00014698417,0.0000071199383,0.00033788386],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008127656,0.000066116554,0.00005868778,0.000048920912,0.0012736208,0.00017530387,0.00035647358,0.00003726736,0.0018032902],"category_scores_gemma":[0.00014017521,0.000052025367,0.000031559488,0.00019433146,0.0006054696,0.00020957134,0.0003986984,0.0002400383,0.0014811193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008529234,0.00023977483,0.71362877,0.00001479597,0.000038496764,0.000053760003,0.04217359,0.000074945754,0.0013361104,0.0029673243,0.21926133,0.02012582],"study_design_scores_gemma":[0.00010114822,0.00004779275,0.7004098,0.0000069404696,0.0000034347092,6.905952e-7,0.008642655,0.00002044501,0.000028950886,0.00024589951,0.2904268,0.00006545052],"about_ca_topic_score_codex":0.00079009513,"about_ca_topic_score_gemma":0.00078924483,"teacher_disagreement_score":0.07116545,"about_ca_system_score_codex":0.00008091278,"about_ca_system_score_gemma":0.000028333516,"threshold_uncertainty_score":0.99929637},"labels":[],"label_agreement":null},{"id":"W3016877030","doi":"10.1017/s0008423920000293","title":"Continuity of Constitutional Government during a Pandemic: Considering the Concept in Canada's Emergency Management Act","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Disaster Management and Resilience","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":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Government (linguistics); Meaning (existential); Political science; Constitution; Parliament; Prime minister; Emergency management; Relevance (law); Wife; Preparedness; Law; Constitutional court; Politics; Public administration; Psychology","score_opus":0.021023131384435848,"score_gpt":0.2643244227810722,"score_spread":0.24330129139663637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016877030","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":[0.95667124,0.0000849134,0.00011188175,0.006734845,0.00041921975,0.00014915958,0.000014759897,0.0000020840766,0.03581192],"genre_scores_gemma":[0.9993965,0.000012648932,0.000039966737,0.0004004442,0.00007476635,8.921802e-7,4.559525e-8,0.0000015078938,0.00007320957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99785835,0.0000691313,0.00036629502,0.00012927617,0.0008925864,0.0006843449],"domain_scores_gemma":[0.99859923,0.000060865772,0.00013387474,0.00007474913,0.00009480274,0.0010364985],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00070531294,0.00006825003,0.00013902677,0.00004904091,0.00032984887,0.000044342407,0.000699988,0.000016116737,0.00026470533],"category_scores_gemma":[0.0005990555,0.00005191069,0.000041034855,0.00047089558,0.0027251716,0.00021249271,0.00005701237,0.00014129624,0.0000012757819],"study_design_candidate":"observational","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":[0.000003771861,0.000004065284,0.21233644,0.0000086466025,0.0000070965775,0.00008813196,0.00200877,0.00010299527,0.000076260054,0.7847276,0.00018166205,0.00045460896],"study_design_scores_gemma":[0.0002874963,0.000020515068,0.9604117,0.00006278726,0.000015039845,0.000008096302,0.032148186,0.000049175356,0.00016927448,0.0009474681,0.005765298,0.00011492036],"about_ca_topic_score_codex":0.79999095,"about_ca_topic_score_gemma":0.97007823,"teacher_disagreement_score":0.7837801,"about_ca_system_score_codex":0.0014339557,"about_ca_system_score_gemma":0.0070437603,"threshold_uncertainty_score":0.99998885},"labels":[],"label_agreement":null},{"id":"W3017599768","doi":"","title":"Australia funds us military - forgets bushfire victims: Tindal Raaf base upgraded","year":2020,"lang":"en","type":"article","venue":"Guardian (Sydney)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Military Base; Prime minister; Quarter (Canadian coin); Population; History; Political science; Archaeology; Geography; Public administration; Demography; Law; Sociology; Politics","score_opus":0.047270760072584586,"score_gpt":0.30040414475849386,"score_spread":0.2531333846859093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017599768","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":[0.6269592,0.00058302184,0.00020322752,0.060510706,0.0024075636,0.0011057747,0.00006959987,0.0005830142,0.30757788],"genre_scores_gemma":[0.9726029,0.000076097844,0.00030638915,0.002877334,0.0011507137,0.000022281427,0.00002668469,0.000023443812,0.022914175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975756,0.00020929497,0.0003156122,0.0005473175,0.0006136651,0.0007385272],"domain_scores_gemma":[0.99892175,0.000056029603,0.00007665124,0.00030927177,0.000050463055,0.00058580807],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037112975,0.00024161876,0.00029057186,0.000096846146,0.0006193404,0.00009810189,0.00067958835,0.00015528819,0.0027387077],"category_scores_gemma":[0.00020899059,0.00022849657,0.0001940585,0.0006110905,0.0005335888,0.00049978367,0.0001416075,0.00022292176,0.0012360382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001260989,0.00015728053,0.040793236,0.00019238777,0.00018434801,0.0002506694,0.08176253,0.00011751138,0.00056751113,0.010740911,0.85126185,0.013845675],"study_design_scores_gemma":[0.00062260067,0.00014691788,0.021320563,0.000043557804,0.00006925299,7.9894113e-7,0.014124349,0.00012679498,0.00008507993,0.0009235813,0.96205086,0.00048565623],"about_ca_topic_score_codex":0.0026324913,"about_ca_topic_score_gemma":0.0011884841,"teacher_disagreement_score":0.34564367,"about_ca_system_score_codex":0.000068714326,"about_ca_system_score_gemma":0.00009757241,"threshold_uncertainty_score":0.99954164},"labels":[],"label_agreement":null},{"id":"W301765785","doi":"10.12794/metadc2678","title":"Factors Affecting Household Disaster Preparedness: A Study of the Canadian Context","year":2000,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Context (archaeology); Index (typography); Sample (material); Emergency management; Stratified sampling; Vulnerability (computing); Work (physics); Perception; Psychology; Geography; Political science; Engineering; Statistics; Computer science; Computer security; Mathematics","score_opus":0.042432116205761324,"score_gpt":0.3041374510990407,"score_spread":0.2617053348932794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W301765785","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":[0.6756876,0.00001551461,3.8318674e-8,0.000018818684,0.0006966822,0.00079993013,0.0000045343554,0.000023567836,0.3227533],"genre_scores_gemma":[0.850951,0.0000031545696,3.3275816e-7,0.00002914721,0.000047169047,0.000012580129,0.000009977936,0.0000143663265,0.14893228],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99844325,0.00019539981,0.0002269686,0.00026994862,0.0005572805,0.00030718592],"domain_scores_gemma":[0.9993366,0.00005927045,0.00016537071,0.00028635008,0.000042506817,0.00010992532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020760864,0.00017519183,0.00021826498,0.0001213613,0.00080905476,0.00016960192,0.0006717741,0.00014021745,0.000542065],"category_scores_gemma":[0.0000559279,0.00010811921,0.00010508855,0.00033903966,0.00008398183,0.00013896743,0.000022533814,0.00014545472,0.0000065935074],"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":[0.000016309437,0.00016091671,0.04724795,0.00003667559,0.00006556744,0.0000012874298,0.9461469,0.000013456004,0.0000013744326,0.00031440583,0.0021126464,0.0038825108],"study_design_scores_gemma":[0.0001142799,0.000034618104,0.1109612,0.00007384244,0.000061920815,1.0956479e-8,0.884682,7.672595e-7,0.000007761579,0.000026474761,0.003888843,0.00014830776],"about_ca_topic_score_codex":0.78572446,"about_ca_topic_score_gemma":0.9992091,"teacher_disagreement_score":0.21348467,"about_ca_system_score_codex":0.00020806654,"about_ca_system_score_gemma":0.0004949383,"threshold_uncertainty_score":0.6222677},"labels":[],"label_agreement":null},{"id":"W3021386691","doi":"10.4000/echogeo.19017","title":"Organisation de la post-catastrophe après Irma à Saint-Martin","year":2020,"lang":"fr","type":"article","venue":"EchoGéo","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"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":"Agence Nationale de la Recherche","keywords":"Political science; Humanities; Philosophy","score_opus":0.02209752153941187,"score_gpt":0.2685692808405006,"score_spread":0.24647175930108872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021386691","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":[0.7575639,0.0011438385,0.0032440892,0.08897309,0.0012230411,0.00039646783,0.000024753876,0.00018288889,0.14724794],"genre_scores_gemma":[0.9695312,0.00015435832,0.0010839343,0.0034603626,0.0009642504,0.000006370839,0.000013225267,0.000018918683,0.024767408],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829745,0.00044900103,0.00019859147,0.00028968602,0.00033352786,0.00043171312],"domain_scores_gemma":[0.9993918,0.00008133572,0.00009747175,0.00014049478,0.000039370545,0.00024953592],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048369553,0.00014097316,0.00013087869,0.000028570515,0.00027752054,0.00021986976,0.00042165068,0.00012568405,0.0031838845],"category_scores_gemma":[0.00027649937,0.00014585354,0.000073022784,0.00042805987,0.00054447696,0.00037563924,0.00013756049,0.00019852449,0.0029756192],"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":[0.00009497199,0.0004482356,0.036442373,0.0002888468,0.00012322837,0.00015947607,0.18918265,0.000534176,0.009413249,0.31571147,0.1967801,0.25082123],"study_design_scores_gemma":[0.00035172637,0.00015342294,0.015581858,0.00004503301,0.00007067905,0.0000017919629,0.022145864,0.0014907649,0.0004262301,0.002058309,0.95738274,0.00029159224],"about_ca_topic_score_codex":0.0012883694,"about_ca_topic_score_gemma":0.00016132389,"teacher_disagreement_score":0.76060265,"about_ca_system_score_codex":0.00015512631,"about_ca_system_score_gemma":0.00012187619,"threshold_uncertainty_score":0.9978007},"labels":[],"label_agreement":null},{"id":"W3023450014","doi":"10.1016/s0840-4704(10)60435-8","title":"Federal Governance in Emergency Management in Canada: <i>Quo Vadis?</i>","year":2001,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Status quo; Emergency management; Corporate governance; SAFER; Business; Vulnerability (computing); Public relations; Information management; Empowerment; Political science; Public administration; Knowledge management; Computer security; Computer science","score_opus":0.01542031106668892,"score_gpt":0.2855104934879635,"score_spread":0.2700901824212746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023450014","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":[0.0811036,0.0013277276,0.0000901871,0.0736618,0.0020818736,0.0022622237,0.000007470496,0.00009280258,0.83937234],"genre_scores_gemma":[0.94649017,0.015266222,0.0001500722,0.00243589,0.0000691563,0.00017846914,0.000008631438,0.000021407186,0.035379976],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99617857,0.00019574886,0.0006444897,0.0006063281,0.0009607623,0.0014141238],"domain_scores_gemma":[0.99920446,0.000016735252,0.00015840167,0.00039243538,0.00002827622,0.00019971142],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006061908,0.0002432501,0.00026753455,0.00020838193,0.00037952574,0.00006904207,0.00074221625,0.000056941775,0.00049797166],"category_scores_gemma":[0.00000957179,0.0002646482,0.000061931685,0.0013994351,0.00006036721,0.00035629713,0.00033584962,0.00019614141,0.00006365513],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045687782,0.00013156039,0.4974656,0.0002835389,0.000029050432,0.0008336243,0.0010729949,0.00014491666,1.1518038e-7,0.3130887,0.038238067,0.14866616],"study_design_scores_gemma":[0.0007248916,0.000023778952,0.35940886,0.00016647094,0.000008467377,5.7309074e-7,0.033225033,0.00012603975,3.0966152e-7,0.005259547,0.600673,0.00038301817],"about_ca_topic_score_codex":0.89874923,"about_ca_topic_score_gemma":0.9979351,"teacher_disagreement_score":0.86538655,"about_ca_system_score_codex":0.001830451,"about_ca_system_score_gemma":0.00019965637,"threshold_uncertainty_score":0.99998057},"labels":[],"label_agreement":null},{"id":"W3023528487","doi":"10.1016/j.ijdrr.2020.101645","title":"When the storm is over: Sentiments, communities and information flow in the aftermath of Hurricane Dorian","year":2020,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Storm; Privilege (computing); Information flow; Computer security; Internet privacy; History; Sociology; Computer science; Geography; Meteorology","score_opus":0.013660107424618385,"score_gpt":0.27631561285233375,"score_spread":0.2626555054277154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023528487","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":[0.98213005,0.000080919126,0.00035659655,0.014932059,0.00061541743,0.000110503664,0.000011048459,0.0000029696814,0.0017604202],"genre_scores_gemma":[0.99870193,0.0004344386,0.000084299805,0.00042253773,0.00030852237,0.000001830735,0.0000027235178,0.0000018488464,0.000041882256],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99878025,0.00021207628,0.00030261444,0.000034488374,0.000600361,0.00007019365],"domain_scores_gemma":[0.99934536,0.000045296525,0.00039267194,0.000062783,0.00012663411,0.000027234408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005463044,0.00005296116,0.00007618632,0.000084852916,0.000105394545,0.00017277416,0.0004620745,0.000020471032,0.000069324844],"category_scores_gemma":[0.000039226758,0.000031912215,0.000047609505,0.00009964211,0.0001966958,0.0014670636,0.000058583937,0.00014734945,0.000002928734],"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":[0.00013715014,0.00005433114,0.022818863,0.000011271028,0.00009429973,0.0000012911539,0.92817247,0.00012138711,0.00003401212,0.002204809,0.0052964217,0.041053694],"study_design_scores_gemma":[0.0010040414,0.00014339562,0.07465251,0.000116544405,0.00007596833,0.000019270543,0.81797373,0.0010248772,0.000057788784,0.0033452557,0.10146978,0.00011683359],"about_ca_topic_score_codex":0.00078383717,"about_ca_topic_score_gemma":0.00018486784,"teacher_disagreement_score":0.11019873,"about_ca_system_score_codex":0.000034521014,"about_ca_system_score_gemma":0.000026559457,"threshold_uncertainty_score":0.16660652},"labels":[],"label_agreement":null},{"id":"W3024107161","doi":"10.69554/jxhd5822","title":"Factors influencing community recovery decision making: A case study of the 2016 Fort McMurray wildfires","year":2019,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Context (archaeology); Affect (linguistics); Disaster recovery; Psychology; Perception; Exploratory research; Public relations; Human factors and ergonomics; Process (computing); Poison control; Environmental resource management; Social psychology; Environmental planning; Political science; Geography; Sociology; Medicine; Computer science; Economics; Environmental health","score_opus":0.04677900790492824,"score_gpt":0.33731647762717687,"score_spread":0.29053746972224864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024107161","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":[0.9463016,0.000007782542,0.000019056666,0.000021592432,0.00036523532,0.0005356668,6.137357e-7,0.000025045174,0.052723456],"genre_scores_gemma":[0.99717546,0.0000033752444,0.00002187217,0.00006440634,0.000012806432,0.0000027513672,9.069104e-8,0.000004413356,0.0027148002],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9987604,0.00034968066,0.00019579846,0.000115242976,0.0004040496,0.00017484726],"domain_scores_gemma":[0.9989404,0.0004410682,0.00011490459,0.00043410686,0.00003890717,0.000030579606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075000187,0.00008193252,0.00012477912,0.000055844597,0.00065193727,0.00007086053,0.00057097117,0.00003768423,0.00016684624],"category_scores_gemma":[0.00014892305,0.00004475765,0.00006374571,0.00029902623,0.000115127266,0.00033750964,0.0003249241,0.00012830686,0.000012378274],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000118290745,0.00023357458,0.90074575,0.000008979289,0.000020228274,0.0000055505097,0.089101285,0.00007294778,0.000022828515,0.00026634827,0.0004911536,0.009019511],"study_design_scores_gemma":[0.00020590438,0.00013840308,0.31510022,0.00008007698,0.000016823094,0.0000010001768,0.68293136,0.000013419769,0.000014897849,0.00061386055,0.00078899023,0.00009504193],"about_ca_topic_score_codex":0.034666076,"about_ca_topic_score_gemma":0.043372512,"teacher_disagreement_score":0.59383005,"about_ca_system_score_codex":0.00004325393,"about_ca_system_score_gemma":0.00005502971,"threshold_uncertainty_score":0.9740834},"labels":[],"label_agreement":null},{"id":"W3024184670","doi":"10.1002/rhc3.12192","title":"From Policy Challenge to Implementation Strategy: Enabling Strategies for Network Governance of Urban Resilience","year":2020,"lang":"en","type":"article","venue":"Risk Hazards & Crisis in Public Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Corporate governance; Transformative learning; Process (computing); Work (physics); Network governance; Public relations; Collaborative governance; Business; Process management; Sociology; Public administration; Psychological resilience; Macro; Knowledge management; Political science; Computer science; Engineering; Psychology","score_opus":0.03561556534284153,"score_gpt":0.3640257004694571,"score_spread":0.32841013512661554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024184670","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":[0.601875,0.001956208,0.014287395,0.257482,0.00067939574,0.0038487522,0.001110635,0.00038950873,0.118371144],"genre_scores_gemma":[0.9934905,0.0012643242,0.0008338421,0.001299528,0.0028157053,0.00010513323,0.000015644086,0.000022064294,0.00015322574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969912,0.0002687437,0.0005785015,0.0005743094,0.0006565476,0.0009307078],"domain_scores_gemma":[0.9986735,0.00015894389,0.0003748209,0.00031469576,0.0001451312,0.00033292765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008675904,0.00021760318,0.00034544774,0.00022364705,0.00035259954,0.00040580807,0.000991456,0.00010776932,0.00009607133],"category_scores_gemma":[0.0007529573,0.0002239734,0.000118886455,0.0022165624,0.0002166479,0.0011311725,0.00020637894,0.00015987396,0.000013270722],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072151415,0.000078473495,0.0052584335,0.000046588073,0.00004524283,0.0000017887543,0.056655537,0.0015781728,0.000045606033,0.80072826,0.04226287,0.09322689],"study_design_scores_gemma":[0.0017217364,0.0006985585,0.034084823,0.00010104641,0.00006242565,1.06068256e-7,0.317944,0.001088781,0.00011640981,0.19256726,0.45072448,0.0008903943],"about_ca_topic_score_codex":0.09152115,"about_ca_topic_score_gemma":0.021184545,"teacher_disagreement_score":0.608161,"about_ca_system_score_codex":0.00024943613,"about_ca_system_score_gemma":0.0017914557,"threshold_uncertainty_score":0.99667627},"labels":[],"label_agreement":null},{"id":"W3025097265","doi":"10.1108/dpm-09-2019-0310","title":"Prioritizing psychosocial services for children, youth and families postdisaster","year":2020,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychosocial; Psychological resilience; Public relations; Community resilience; Influencer marketing; Social support; Community organization; Social capital; Government (linguistics); Psychology; Sociology; Business; Political science; Social psychology; Marketing; Engineering; Psychiatry","score_opus":0.02339021417313736,"score_gpt":0.3249758219708808,"score_spread":0.30158560779774346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025097265","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":[0.9721656,0.00012019137,0.005340969,0.0052551883,0.000842576,0.00065567554,0.000020876356,0.00005747318,0.015541454],"genre_scores_gemma":[0.99304295,0.001529623,0.0011490819,0.0016975027,0.0009961118,0.000013190225,0.000054042026,0.000012668987,0.0015048486],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99883896,0.000084863896,0.0002305607,0.00025780115,0.00038750336,0.00020028063],"domain_scores_gemma":[0.9995504,0.000010470386,0.0001295596,0.00005295108,0.000081698025,0.00017489707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029705634,0.00011831722,0.00010480574,0.0001073917,0.000411937,0.0009098967,0.00033794245,0.00003735576,0.000041819287],"category_scores_gemma":[0.000008116896,0.000113283175,0.00007021099,0.00006718654,0.00011272589,0.0011652006,0.00013853218,0.00007262125,0.0000043668056],"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":[0.0005625004,0.0003403686,0.062416837,0.00021517763,0.0008449634,0.000016271599,0.33654967,0.0000054187904,0.000092844704,0.12205129,0.0016334956,0.47527117],"study_design_scores_gemma":[0.0069870204,0.0006315592,0.3223728,0.00046776398,0.00045788812,0.000015966827,0.5059952,0.000508186,0.0000049456607,0.014737734,0.14688545,0.00093548093],"about_ca_topic_score_codex":0.00001969853,"about_ca_topic_score_gemma":0.00006601853,"teacher_disagreement_score":0.47433567,"about_ca_system_score_codex":0.0000179034,"about_ca_system_score_gemma":0.000009886505,"threshold_uncertainty_score":0.8774155},"labels":[],"label_agreement":null},{"id":"W3025792992","doi":"10.1080/14494035.2020.1767337","title":"Collaborative crisis management: a plausibility probe of core assumptions","year":2020,"lang":"en","type":"article","venue":"Policy and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Centrum för naturkatastrofslära, Uppsala Universitet; Uppsala Universitet","keywords":"Core (optical fiber); Political science; Positive economics; Economics; Epistemology; Computer science","score_opus":0.03880472819954233,"score_gpt":0.34716175777963887,"score_spread":0.30835702958009653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025792992","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":[0.4623939,0.0002727342,0.0017370938,0.050998338,0.00011618341,0.001436045,0.00011164724,0.00017393731,0.4827601],"genre_scores_gemma":[0.99468064,0.0005142566,0.0012927324,0.001831703,0.00012249355,0.000013268189,0.000002222424,0.000003272194,0.00153942],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99930775,0.000047858637,0.000115612005,0.00016988334,0.00019663788,0.00016228115],"domain_scores_gemma":[0.99968785,0.000033376542,0.00005708665,0.000076672804,0.000048210833,0.000096778196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020360034,0.00006096892,0.00010398186,0.000014024476,0.00032106656,0.000039109902,0.00013303715,0.000042117008,0.000047083206],"category_scores_gemma":[0.00005138531,0.00005549089,0.00006216821,0.0005652229,0.00035812115,0.00013808355,0.00009534449,0.000049928054,0.000005910283],"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":[0.000011441261,0.00007162593,0.004656869,0.00018912113,0.00008950873,8.2172613e-7,0.3019793,0.0000052759833,0.00007170601,0.6620666,0.029209964,0.0016478072],"study_design_scores_gemma":[0.0009883996,0.00012420298,0.066058025,0.000046729707,0.00014232648,1.1293106e-7,0.59557366,0.00035541801,0.000081747035,0.03294351,0.30328888,0.00039695876],"about_ca_topic_score_codex":0.00049225386,"about_ca_topic_score_gemma":0.00009986394,"teacher_disagreement_score":0.62912303,"about_ca_system_score_codex":0.000022976072,"about_ca_system_score_gemma":0.00005676392,"threshold_uncertainty_score":0.24694167},"labels":[],"label_agreement":null},{"id":"W3026458235","doi":"","title":"Chapter 2 Big stories and small stories in the psychological relief work after the earthquake disaster : Life and Death","year":2019,"lang":"en","type":"book-chapter","venue":"OAPEN (The OAPEN Foundation)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); History; Psychology; Forensic engineering; Engineering; Mechanical engineering","score_opus":0.052745647368549364,"score_gpt":0.2905944676727691,"score_spread":0.23784882030421972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026458235","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07961951,0.00009815877,0.000028331111,0.012689012,0.0010374615,0.001438617,8.408665e-8,0.000035039157,0.9050538],"genre_scores_gemma":[0.6306835,0.00066253234,0.00002703982,0.0018361912,0.000527794,0.00006872331,0.000011525021,0.000026635484,0.3661561],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978251,0.00023876617,0.00035925896,0.00057591114,0.00062008435,0.00038086684],"domain_scores_gemma":[0.9984204,0.00056512246,0.00023275385,0.0006293708,0.0000681657,0.00008419862],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012795811,0.00035985248,0.00031136622,0.00007848981,0.00086831185,0.0010396602,0.000865788,0.00019832312,0.01705182],"category_scores_gemma":[0.00009964531,0.0001816404,0.00009287538,0.00011312627,0.0013793694,0.00030906886,0.00034645826,0.00049415656,0.018464658],"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":[0.00011499006,0.000025350122,0.0047989534,0.000016431988,0.000038957627,0.0000066354996,0.022602526,9.163638e-7,1.3984365e-7,0.24968405,0.000029744377,0.7226813],"study_design_scores_gemma":[0.00022218605,0.00007550144,0.07609098,0.00008182795,0.00007511022,0.0000026483087,0.004929579,0.0000015413742,3.3147753e-8,0.012530543,0.90568316,0.00030691273],"about_ca_topic_score_codex":0.0001422489,"about_ca_topic_score_gemma":0.003563576,"teacher_disagreement_score":0.9056534,"about_ca_system_score_codex":0.000036849673,"about_ca_system_score_gemma":0.000059817485,"threshold_uncertainty_score":0.9999974},"labels":[],"label_agreement":null},{"id":"W3026803149","doi":"10.5296/ijsw.v7i1.16872","title":"Impacts of the 2013 Flood on Immigrant Children, Youth, and Families in Alberta, Canada","year":2020,"lang":"en","type":"article","venue":"International Journal of Social Work","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University; University of Calgary","funders":"Alberta Innovates","keywords":"Immigration; Psychological resilience; Diversity (politics); Flood myth; Community resilience; Vulnerability (computing); Sociology; Political science; Economic growth; Psychology; Geography; Social psychology","score_opus":0.007959791977175624,"score_gpt":0.23963689761419882,"score_spread":0.2316771056370232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026803149","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":[0.95339805,0.00005344187,0.0000016440404,0.04303296,0.00041528893,0.000052825522,0.0000056153153,0.000001011499,0.0030391936],"genre_scores_gemma":[0.99864835,0.00009295436,0.0000048520237,0.0007607253,0.00034230817,2.361263e-7,4.5541884e-7,0.0000026347805,0.00014751324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990016,0.00006296666,0.00020471818,0.000055119755,0.000580412,0.00009514567],"domain_scores_gemma":[0.99959177,0.000058730486,0.00019829263,0.000021631698,0.0000810338,0.00004853714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013859241,0.000049874423,0.00009881187,0.000035399044,0.00010179876,0.00003622174,0.0003958293,0.000024303641,0.000031346233],"category_scores_gemma":[0.000118548305,0.000034822828,0.000052900486,0.00020630876,0.00012465173,0.00009270887,0.00004814086,0.000113367474,0.0000010659472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038724358,0.0001538327,0.61482084,0.0000095139885,0.0003288003,0.000023138087,0.33604246,0.00037539325,0.00006215597,0.016473465,0.021531597,0.009791573],"study_design_scores_gemma":[0.0006021326,0.000037083726,0.9612787,0.000117390584,0.00002102376,6.8562287e-7,0.031004565,0.0000037531358,0.00005096585,0.00035836565,0.0064380355,0.00008734581],"about_ca_topic_score_codex":0.37548444,"about_ca_topic_score_gemma":0.54011935,"teacher_disagreement_score":0.34645784,"about_ca_system_score_codex":0.000060779505,"about_ca_system_score_gemma":0.0001855708,"threshold_uncertainty_score":0.62867427},"labels":[],"label_agreement":null},{"id":"W3029001181","doi":"10.1007/978-3-319-31816-5_851-1","title":"Laws and Crisis Management","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Business; Law and economics; Economics","score_opus":0.016243462713205117,"score_gpt":0.26556447940408906,"score_spread":0.24932101669088394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029001181","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000036126316,0.00017296728,0.00011602831,0.0027821574,0.00022669611,0.00022734667,0.0000021885353,0.00007079654,0.9963982],"genre_scores_gemma":[0.001163317,0.002930888,0.0001463436,0.00047189943,0.00016386315,0.0000043749824,7.2740767e-7,0.000012045273,0.9951065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911076,0.000010058198,0.000108724664,0.00026670907,0.00031898377,0.00018476754],"domain_scores_gemma":[0.9996684,0.000018177065,0.00004994554,0.00016436387,0.000018437095,0.00008062969],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016571379,0.00012536853,0.00012121469,0.000083740924,0.0001931102,0.00009502211,0.00022317158,0.000098293254,0.003604215],"category_scores_gemma":[0.0000018420379,0.00008793636,0.000047669968,0.000013292396,0.00024089239,0.000100858066,0.00017707054,0.000043687043,0.0006867032],"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":[9.595828e-7,0.0000028363636,0.0000060961324,0.000015623857,0.000027399556,0.000008774601,0.0003037631,5.133271e-9,6.2087935e-8,0.88244355,0.06918619,0.048004754],"study_design_scores_gemma":[0.00007581822,0.0000054621405,0.000015736186,0.000047499587,0.00003172486,6.3539694e-8,0.00080196204,8.388485e-8,1.5766766e-7,0.11465244,0.88423204,0.00013700155],"about_ca_topic_score_codex":0.0000423147,"about_ca_topic_score_gemma":0.00031586067,"teacher_disagreement_score":0.81504583,"about_ca_system_score_codex":0.000026654343,"about_ca_system_score_gemma":0.000008965048,"threshold_uncertainty_score":0.99730664},"labels":[],"label_agreement":null},{"id":"W3031495468","doi":"10.1080/00343404.2020.1760235","title":"Finding the future in policy discourse: an analysis of city resilience plans","year":2020,"lang":"en","type":"article","venue":"Regional Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of British Columbia; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Normative; Ontic; Certainty; Government (linguistics); Sociology; Epistemic community; Resilience (materials science); Psychological resilience; Focus (optics); Epistemology; Positive economics; Political science; Economics; Social psychology; Politics; Psychology; Law","score_opus":0.09327904863365444,"score_gpt":0.41326461874986614,"score_spread":0.3199855701162117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031495468","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":[0.9014729,0.0010193229,0.000042669108,0.09157836,0.00005863261,0.00012428785,0.0000069699045,0.00001679354,0.0056800367],"genre_scores_gemma":[0.9973385,0.0012999406,0.000020225862,0.0005855192,0.00033049477,0.000005291364,0.00000169481,0.000001775361,0.00041660923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990181,0.00011826434,0.00013258948,0.00017306648,0.0003833346,0.00017467141],"domain_scores_gemma":[0.99963564,0.00011484515,0.00007412172,0.00009426832,0.000035263416,0.00004583623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002910594,0.00006484506,0.00017530785,0.00010526077,0.00032957754,0.000021809652,0.00037223072,0.000022185635,0.000012612647],"category_scores_gemma":[0.00012034725,0.00004079348,0.0000693981,0.001690095,0.0006764902,0.00015174945,0.00009048917,0.00006338466,0.0000016061863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041998155,0.0000778215,0.49615726,0.000023224753,0.0004889465,0.000008051082,0.25588465,0.0027434586,0.000025168105,0.23581848,0.0039011603,0.0048297783],"study_design_scores_gemma":[0.00008794958,0.000030956235,0.54862237,0.000018213372,0.00012415923,4.803669e-8,0.43190053,0.00034373716,0.0000028513207,0.0008839952,0.01788576,0.0000994404],"about_ca_topic_score_codex":0.000919663,"about_ca_topic_score_gemma":0.020616954,"teacher_disagreement_score":0.2349345,"about_ca_system_score_codex":0.00003872631,"about_ca_system_score_gemma":0.00004870963,"threshold_uncertainty_score":0.99725425},"labels":[],"label_agreement":null},{"id":"W3032960588","doi":"10.13140/rg.2.2.30680.85763","title":"Utvendig brannbekjempelse i Midtbykvartalet - En mulighetsstudie","year":2019,"lang":"sv","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Architectural engineering; Engineering; Archaeology","score_opus":0.015106266691781622,"score_gpt":0.28533101245248377,"score_spread":0.27022474576070216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032960588","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":[0.54232126,0.0020171315,0.0009768542,0.06145318,0.0066697225,0.0041938843,0.0011755641,0.0012857389,0.37990668],"genre_scores_gemma":[0.9582916,0.0007772573,0.0026811876,0.00048645982,0.00026112018,0.00011189007,0.0009373882,0.00004226128,0.036410842],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99545366,0.00015436088,0.0010430187,0.0012780158,0.0010637507,0.0010071999],"domain_scores_gemma":[0.99609286,0.000085736014,0.00086391665,0.002087453,0.00061800797,0.0002520505],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001163263,0.0005259088,0.00071150134,0.001287045,0.0005670121,0.00024424616,0.0030135694,0.0006040948,0.001770079],"category_scores_gemma":[0.0011209678,0.000521618,0.00022695975,0.003048841,0.0020457024,0.002129238,0.0016907763,0.0006297393,0.0022519366],"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":[0.00010251563,0.0018693708,0.035688765,0.0006887838,0.0005465606,0.000040426214,0.0019264163,0.00015088903,0.0017958102,0.7953797,0.13282384,0.028986918],"study_design_scores_gemma":[0.0011192999,0.0001645293,0.0033256437,0.0003085786,0.0001511014,0.0000022510903,0.0037204404,0.00060095603,0.0008391747,0.00045435727,0.9886619,0.0006518096],"about_ca_topic_score_codex":0.0008308507,"about_ca_topic_score_gemma":0.0005257016,"teacher_disagreement_score":0.855838,"about_ca_system_score_codex":0.0002472561,"about_ca_system_score_gemma":0.0003843335,"threshold_uncertainty_score":0.99972355},"labels":[],"label_agreement":null},{"id":"W3033778997","doi":"10.3390/su12114668","title":"Social Capital and Disaster Resilience Nexus: A Study of Flash Flood Recovery in Jeddah City","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; St. Mary's University","funders":"","keywords":"Context (archaeology); Social capital; Nexus (standard); Flood myth; Government (linguistics); Resilience (materials science); Natural disaster; Population; Psychological resilience; Disaster recovery; Community resilience; Business; Public relations; Environmental planning; Environmental resource management; Economic growth; Political science; Sociology; Geography; Engineering; Economics; Social science; Psychology","score_opus":0.019833409504436163,"score_gpt":0.31393037180730204,"score_spread":0.29409696230286586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033778997","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":[0.98953587,0.00002836995,0.000030593237,0.0029957544,0.000055434197,0.00093970797,0.0000022863592,0.00003100029,0.0063810083],"genre_scores_gemma":[0.9992564,0.0000045066245,0.00001117314,0.000073797746,0.00007537933,0.000021351954,5.23543e-7,0.000004995332,0.0005518901],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9980593,0.000429461,0.00030270912,0.00043616787,0.0004148729,0.00035751698],"domain_scores_gemma":[0.9993763,0.00010108357,0.00008858397,0.00015821625,0.0001660287,0.00010980803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078623195,0.00011687821,0.00024213946,0.000057075238,0.00024487387,0.000073117764,0.00031874175,0.000063773055,0.000044455737],"category_scores_gemma":[0.0012173876,0.000111899506,0.000047459376,0.00057825766,0.00065577746,0.00045371408,0.00029377406,0.0001371294,0.000002401213],"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":[0.00016220975,0.0006240433,0.5054266,0.0001554302,0.000011201378,0.000015510137,0.48276636,0.000046107354,0.0000074457676,0.0034714856,0.00020890428,0.0071047065],"study_design_scores_gemma":[0.00060950324,0.0003290203,0.41099232,0.0000055953483,0.000012895479,5.0607564e-8,0.5762245,0.000051639683,0.0000033596057,0.011195676,0.00043143678,0.00014402413],"about_ca_topic_score_codex":0.0025322982,"about_ca_topic_score_gemma":0.008473914,"teacher_disagreement_score":0.094434276,"about_ca_system_score_codex":0.00018113095,"about_ca_system_score_gemma":0.00022284074,"threshold_uncertainty_score":0.4728643},"labels":[],"label_agreement":null},{"id":"W3034209317","doi":"10.1080/08882746.2020.1776036","title":"Prefabricating marginality: long-term housing impacts of displacement in post-disaster Montserrat","year":2020,"lang":"en","type":"article","venue":"Housing and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"","keywords":"Context (archaeology); Geography; Displacement (psychology); Displaced person; Accommodation; Economic growth; Political science; Environmental planning; Socioeconomics; Sociology; Archaeology; Psychology; Refugee; Economics","score_opus":0.02788608198705325,"score_gpt":0.3010090120476152,"score_spread":0.273122930060562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034209317","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":[0.99409455,0.0002489864,0.00039754485,0.0015096305,0.000060823353,0.0001987034,0.000002137641,0.000036644193,0.0034509895],"genre_scores_gemma":[0.9985302,0.00018753773,0.00042869878,0.0006293367,0.000082777166,0.0000025253587,0.0000024184728,0.0000095761025,0.00012690712],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988689,0.00009297378,0.00021042026,0.00023649294,0.00029062395,0.00030058928],"domain_scores_gemma":[0.99959743,0.000040016745,0.000113549475,0.0000959783,0.000036425456,0.00011658333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003950098,0.000104759216,0.0001724895,0.000018831613,0.00025906187,0.00012122694,0.00013979751,0.000057277346,0.000022178117],"category_scores_gemma":[0.000046519104,0.000096403826,0.00007646863,0.000262368,0.0002490923,0.0002667186,0.00012298483,0.000100299,0.0000018263426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039592738,0.0001127495,0.62666893,0.00036069975,0.000049039878,0.000007774857,0.3513598,0.00005806647,0.0029509868,0.00046343144,0.00036815892,0.017560735],"study_design_scores_gemma":[0.0013758718,0.00017492384,0.79943913,0.000533604,0.00010164927,5.5019063e-7,0.19417134,0.0022356252,0.00026365416,0.00012451838,0.000999559,0.00057956215],"about_ca_topic_score_codex":0.00074215874,"about_ca_topic_score_gemma":0.00052618515,"teacher_disagreement_score":0.1727702,"about_ca_system_score_codex":0.000050684546,"about_ca_system_score_gemma":0.00005680499,"threshold_uncertainty_score":0.3931234},"labels":[],"label_agreement":null},{"id":"W3034854696","doi":"10.1515/ldr-2020-0014","title":"Natural Disasters and Weak Government Institutions: Creating a Vicious Cycle that Ensnares Developing Countries","year":2020,"lang":"en","type":"article","venue":"The Law and Development Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Natural disaster; Government (linguistics); Virtuous circle and vicious circle; Developing country; Natural (archaeology); Political science; Economic growth; Business; Development economics; Public relations; Economics; Geography","score_opus":0.04121131672531496,"score_gpt":0.29646453875104445,"score_spread":0.2552532220257295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034854696","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":[0.108283654,0.33217287,0.0012413237,0.15417445,0.000572343,0.003120172,0.000008721621,0.00027781675,0.40014863],"genre_scores_gemma":[0.836415,0.12963928,0.001465871,0.03159303,0.000070104405,0.00005173158,0.0000042401502,0.000007789731,0.00075295777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989587,0.00008108636,0.00018246252,0.00018876145,0.00038467938,0.00020430709],"domain_scores_gemma":[0.99968714,0.000076829056,0.00007691113,0.00006776904,0.000017203049,0.00007416406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038237823,0.00011668813,0.00017671172,0.0000053398694,0.0011099667,0.00017279098,0.00017487147,0.000018345596,0.00002527314],"category_scores_gemma":[0.000054360964,0.00007313499,0.0000178829,0.00010287359,0.0003901766,0.00023034899,0.00019345831,0.000062135376,0.000012837368],"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":[0.000017925366,0.00001530232,0.0028570122,0.0023674644,0.00008732946,0.00000845181,0.06536351,0.0000018620541,0.0000057488187,0.8751531,0.0018245465,0.052297726],"study_design_scores_gemma":[0.00009902415,0.0000064018004,0.0011403313,0.0011854629,0.000023520784,0.0000013134941,0.006852622,0.0000048524157,0.000011268113,0.00013114096,0.99039984,0.00014425175],"about_ca_topic_score_codex":0.000077324854,"about_ca_topic_score_gemma":0.0004796847,"teacher_disagreement_score":0.9885753,"about_ca_system_score_codex":0.000052736163,"about_ca_system_score_gemma":0.000094770454,"threshold_uncertainty_score":0.85370785},"labels":[],"label_agreement":null},{"id":"W3035133406","doi":"10.1177/8755293020919417","title":"Incorporating societal expectations into seismic performance objectives in building codes","year":2020,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"","keywords":"Built environment; Building code; Engineering; Field (mathematics); Seismic risk; Natural hazard; Risk analysis (engineering); Architectural engineering; Construction engineering; Civil engineering; Business; Geography","score_opus":0.017952628400354973,"score_gpt":0.28417527057360403,"score_spread":0.26622264217324904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035133406","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":[0.9459867,0.00010082033,0.0012660854,0.0030935812,0.00012675373,0.00020055285,6.174896e-7,0.00010714107,0.049117777],"genre_scores_gemma":[0.9957193,0.00003374667,0.0032641976,0.00023374417,0.00024615406,0.000011895093,0.0000017474273,0.000008580487,0.00048059356],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988919,0.00009592548,0.00018257425,0.0002603112,0.00028782725,0.00028148617],"domain_scores_gemma":[0.9996812,0.000054973836,0.00007269939,0.00007556879,0.000022648272,0.00009290779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022225012,0.000100095676,0.00012708103,0.00006569482,0.00046075176,0.00013119004,0.00023661325,0.0000410163,0.00008376422],"category_scores_gemma":[0.00009546751,0.00010381885,0.00005096261,0.00064593466,0.00025339247,0.0005260259,0.000052082276,0.00016169445,0.00009060241],"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":[0.000041126208,0.00014237539,0.13296293,0.00010904089,0.0000454059,0.0000397793,0.7178364,0.0052412897,0.00502937,0.07689097,0.00063457567,0.06102679],"study_design_scores_gemma":[0.0012918023,0.00036973954,0.40649283,0.0001907899,0.000030697123,0.0000014257201,0.5276257,0.03960597,0.0024145062,0.011745771,0.009115168,0.0011156475],"about_ca_topic_score_codex":0.00027124505,"about_ca_topic_score_gemma":0.0011522317,"teacher_disagreement_score":0.27352992,"about_ca_system_score_codex":0.00005040432,"about_ca_system_score_gemma":0.00009720321,"threshold_uncertainty_score":0.423361},"labels":[],"label_agreement":null},{"id":"W3035588976","doi":"10.1093/eurheartj/ehaa488","title":"COVID-19 and Katrina: recalcitrant racial disparities","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Hurricane katrina; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Pandemic; Coronavirus Infections; Medical emergency; Intensive care medicine; Virology; Environmental health; Natural disaster; Internal medicine; Outbreak; Disease","score_opus":0.10175411633331423,"score_gpt":0.3572007624667134,"score_spread":0.2554466461333992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035588976","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":[0.3746633,0.0017268028,0.001903434,0.22552148,0.0011101272,0.0003120228,0.000005382373,0.00021278333,0.39454466],"genre_scores_gemma":[0.9854084,0.00047172085,0.00021029319,0.009980999,0.0014455186,3.3206547e-7,3.4853818e-7,0.00000998022,0.0024723865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986386,0.0005423344,0.00014241507,0.0001390312,0.00029500754,0.00024261767],"domain_scores_gemma":[0.99906725,0.000054604385,0.000048083402,0.000046934714,0.000019603967,0.00076352444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008975555,0.00007025158,0.00009703123,0.00003567422,0.00092299597,0.00035975748,0.00019469293,0.000014843021,0.0003724179],"category_scores_gemma":[0.00051524217,0.00005996916,0.000052433545,0.00013181074,0.00028183692,0.0002493876,0.00007884541,0.00019475805,0.00010757101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024771015,0.00010853719,0.1468439,0.00016744221,0.00007230854,0.001466165,0.18232909,0.00007571795,0.00037233057,0.03869669,0.5884715,0.04114865],"study_design_scores_gemma":[0.0002616045,0.00006210762,0.020502962,0.000010015136,0.000009350814,0.000017850823,0.0040587625,0.000016062615,0.0000019252648,0.00021193273,0.9747496,0.00009782914],"about_ca_topic_score_codex":0.00003570351,"about_ca_topic_score_gemma":0.00003668088,"teacher_disagreement_score":0.61074513,"about_ca_system_score_codex":0.000023599812,"about_ca_system_score_gemma":0.00010882195,"threshold_uncertainty_score":0.70990324},"labels":[],"label_agreement":null},{"id":"W3037197861","doi":"10.3389/frsc.2020.00031","title":"The Dynamics of Psycho-Social-Ecological Resilience in the Urban Environment: A Complex Adaptive Systems Theory Perspective","year":2020,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Urban resilience; Operationalization; Socio-ecological system; Resilience (materials science); Stressor; Perspective (graphical); Context (archaeology); Sociology; Psychological resilience; Psychology; Environmental resource management; Ecology; Environmental ethics; Social psychology; Geography; Urban planning; Epistemology; Computer science; Environmental science; Dependability","score_opus":0.01705424588655366,"score_gpt":0.2552224997520212,"score_spread":0.23816825386546756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037197861","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":[0.11445181,0.008331283,0.022162272,0.03670227,0.000923178,0.0050713727,0.000035911475,0.00010715271,0.81221473],"genre_scores_gemma":[0.98863304,0.00033092205,0.000069018846,0.00020402904,0.00008413178,0.00009558468,0.0000016169456,0.000006974083,0.010574664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.997179,0.0012137949,0.00027597128,0.00027672594,0.00049762067,0.00055689417],"domain_scores_gemma":[0.999246,0.0003416001,0.00014596168,0.00015768103,0.00006626626,0.000042510714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016588935,0.00013249411,0.00023797239,0.00008623243,0.0007915913,0.00014913952,0.001008412,0.00008050591,0.000019096788],"category_scores_gemma":[0.00032269707,0.000087164524,0.00006563062,0.0006282598,0.0024947273,0.0002299575,0.00014261933,0.00022892634,0.000002007736],"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":[0.000120015284,0.000046403413,0.0065250113,0.000026066327,0.000013713134,0.000019670519,0.18214303,0.00036732462,2.2320363e-7,0.8008078,0.009675167,0.0002555767],"study_design_scores_gemma":[0.00019759746,0.0000853367,0.010658863,0.000009564205,0.000009150674,1.0849799e-7,0.9176078,0.0025783535,1.377511e-7,0.052760016,0.015988592,0.00010449191],"about_ca_topic_score_codex":0.0009224135,"about_ca_topic_score_gemma":0.00026637208,"teacher_disagreement_score":0.8741813,"about_ca_system_score_codex":0.0006023199,"about_ca_system_score_gemma":0.00009905702,"threshold_uncertainty_score":0.9191927},"labels":[],"label_agreement":null},{"id":"W3038659906","doi":"10.1522/revueot.v29n2.1156","title":"Gestion des catastrophes naturelles en sol québécois : rendre socialement et écologiquement responsables les processus de développement des territoires affligés","year":2020,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03400489175642416,"score_gpt":0.29540958975425213,"score_spread":0.26140469799782795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038659906","genre_codex":"commentary","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":[0.4591191,0.012612515,0.004968221,0.51588875,0.00065266405,0.0016518086,0.00026043443,0.00046598882,0.004380506],"genre_scores_gemma":[0.9471906,0.010221185,0.02037176,0.0010913288,0.0014277981,0.00025190506,0.0001300219,0.00009059577,0.019224849],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99511385,0.0014560928,0.0007992845,0.00087098905,0.0007020561,0.0010577163],"domain_scores_gemma":[0.99818325,0.0004592293,0.0003995131,0.00033593253,0.00022301688,0.00039906419],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010281634,0.00056223245,0.0004902421,0.0001946739,0.002356201,0.00052570214,0.0009841823,0.00042953182,0.00078184606],"category_scores_gemma":[0.00097486196,0.0005912454,0.00020613699,0.00074760837,0.0019274184,0.0008181978,0.00044941655,0.0005298413,0.00006933768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013940308,0.0010244518,0.0379738,0.0018463128,0.00041605489,0.00009965847,0.5811086,0.001066576,0.0055992664,0.019839,0.06340482,0.28748202],"study_design_scores_gemma":[0.00077811937,0.00078216475,0.06493057,0.0017340138,0.0005370226,0.000014794448,0.10877384,0.00036314485,0.004125525,0.009647236,0.80722255,0.0010910041],"about_ca_topic_score_codex":0.07060323,"about_ca_topic_score_gemma":0.22769585,"teacher_disagreement_score":0.74381775,"about_ca_system_score_codex":0.0038122744,"about_ca_system_score_gemma":0.0022031704,"threshold_uncertainty_score":0.9996539},"labels":[],"label_agreement":null},{"id":"W3038709602","doi":"10.1080/14494035.2020.1787628","title":"Mobilizing Policy (In)Capacity to Fight COVID-19: Understanding Variations in State Responses","year":2020,"lang":"en","type":"article","venue":"Policy and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":576,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Operationalization; Pandemic; Government (linguistics); Politics; Political science; Coronavirus disease 2019 (COVID-19); Public policy; Population; State (computer science); Public relations; Public administration; Economic growth; Sociology; Economics; Law","score_opus":0.14940089388663483,"score_gpt":0.38874693150136697,"score_spread":0.23934603761473214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038709602","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":[0.62151045,0.000058237427,0.010862581,0.31013748,0.00008139312,0.0008087934,0.000048726637,0.00014097466,0.05635135],"genre_scores_gemma":[0.9793544,0.00017948067,0.0003235021,0.01918978,0.00017379249,0.000013008976,7.368189e-7,0.000005011552,0.00076029595],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988726,0.00019242878,0.00015916985,0.00022714671,0.00019242617,0.00035624753],"domain_scores_gemma":[0.9992721,0.000284798,0.000035879228,0.0000702283,0.0000086535165,0.0003283311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006317066,0.00008165802,0.00011771099,0.00011255397,0.00045257737,0.00012413332,0.00015894184,0.000051617866,0.000022791966],"category_scores_gemma":[0.0014996203,0.00008241126,0.000048761263,0.0012758087,0.0001940603,0.00022427454,0.00009538964,0.00010549674,0.0000062871522],"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":[0.000019150937,0.00002568794,0.010783538,0.000039605886,0.000007630559,0.00000220511,0.5303121,0.00027231933,0.000103508515,0.45659804,0.0016315137,0.00020467944],"study_design_scores_gemma":[0.0022464283,0.0001586042,0.099198714,0.000109392706,0.00002088335,7.2131934e-7,0.3547408,0.003559924,0.00003802169,0.30171865,0.23726118,0.0009466891],"about_ca_topic_score_codex":0.016767818,"about_ca_topic_score_gemma":0.004945155,"teacher_disagreement_score":0.35784394,"about_ca_system_score_codex":0.00052651024,"about_ca_system_score_gemma":0.00039109797,"threshold_uncertainty_score":0.9897796},"labels":[],"label_agreement":null},{"id":"W3040226733","doi":"10.4000/vertigo.27892","title":"Les résiliogrammes pour représenter la résilience : cas des territoires de la Charente-Maritime et de la Somme face au risque de submersion marine","year":2020,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.02312138517496019,"score_gpt":0.32374038435417407,"score_spread":0.30061899917921386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040226733","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":[0.7912596,0.0010982734,0.00885972,0.020999746,0.00028382795,0.00030588426,0.000025823547,0.0001754925,0.17699166],"genre_scores_gemma":[0.9794599,0.0021697981,0.002074383,0.0014191946,0.0003596692,0.000029531433,0.000010031026,0.000035816596,0.014441724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954372,0.0021235275,0.00032754045,0.0006101478,0.0004411944,0.0010603698],"domain_scores_gemma":[0.99830604,0.00074468146,0.00012858452,0.0002628227,0.00004540768,0.00051246316],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011410571,0.0003400513,0.0003025332,0.000116838884,0.0006340976,0.00046851108,0.0008158755,0.00032389152,0.0004899855],"category_scores_gemma":[0.00062252895,0.00033804192,0.00024253344,0.0006155838,0.0023483061,0.00056350144,0.0006038264,0.00047207373,0.00009080844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087764354,0.00045647405,0.8507982,0.0002796607,0.00008109627,0.00036675722,0.057940852,0.0005711818,0.0014735967,0.019958973,0.026528748,0.041456696],"study_design_scores_gemma":[0.0012820681,0.00023419032,0.4816788,0.0006256467,0.00023286525,0.0000736943,0.029732075,0.008849074,0.0023822687,0.012377134,0.4616146,0.0009175624],"about_ca_topic_score_codex":0.045822624,"about_ca_topic_score_gemma":0.0056379256,"teacher_disagreement_score":0.43508583,"about_ca_system_score_codex":0.000541786,"about_ca_system_score_gemma":0.00048192093,"threshold_uncertainty_score":0.99990714},"labels":[],"label_agreement":null},{"id":"W3041031656","doi":"10.17613/b46k-5738","title":"Cracked earth: Indigenous responses to Nepal's earthquakes","year":2015,"lang":"en","type":"article","venue":"Humanities Commons CORE (Modern Language Association / Columbia University)","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":"University of British Columbia","funders":"","keywords":"Geology; Indigenous; Earth (classical element); Seismology; Geography","score_opus":0.05115504037354967,"score_gpt":0.26540606249801124,"score_spread":0.21425102212446157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041031656","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":[0.7653845,0.00004744224,0.00011218269,0.0003073943,0.0002782322,0.00041287072,0.000050408107,0.00026611928,0.23314086],"genre_scores_gemma":[0.65081114,0.000010234152,0.00010717082,0.0002943433,0.00012020532,0.0000026693801,0.000023338878,0.000013151086,0.34861773],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977058,0.00049064425,0.0001781642,0.00029900024,0.00077647594,0.00054987264],"domain_scores_gemma":[0.9986361,0.00029048725,0.00019906963,0.00029876293,0.00033184342,0.00024370404],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006689424,0.00014271568,0.0002320516,0.00034350652,0.0013192631,0.0005871142,0.00065795606,0.0001367256,0.00034610773],"category_scores_gemma":[0.00049408834,0.00021371739,0.00009740661,0.00065265934,0.00017264605,0.0005935223,0.00022272434,0.00017567462,0.0001952631],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023373892,0.00034390154,0.1689649,0.000022591037,0.00019730422,0.0004813648,0.7562164,0.00006069504,0.0001349246,0.019858073,0.04018316,0.013302945],"study_design_scores_gemma":[0.0009103718,0.00019040312,0.04513414,0.00003858509,0.00008442511,9.185067e-7,0.29764026,0.000037448448,0.000010323824,0.000826718,0.6546085,0.0005179109],"about_ca_topic_score_codex":0.015839133,"about_ca_topic_score_gemma":0.40296414,"teacher_disagreement_score":0.61442536,"about_ca_system_score_codex":0.0006809432,"about_ca_system_score_gemma":0.00032028477,"threshold_uncertainty_score":0.99998087},"labels":[],"label_agreement":null},{"id":"W3041219932","doi":"10.18192/potentia.v10i0.4509","title":"The Logic of Resilience as Neoliberal Governmentality Informing Hurricane Katrina and Hurricane Harvey","year":2019,"lang":"en","type":"article","venue":"Potentia Journal of International 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":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Governmentality; Disaster risk reduction; Natural disaster; Conceptualization; Vulnerability (computing); Politics; Resilience (materials science); Sociology; Environmental ethics; Hurricane katrina; Criticism; Neoliberalism (international relations); Political science; Political economy; Economic growth; Law; Economics; Geography; Computer security","score_opus":0.0048649971479502695,"score_gpt":0.2678666095887729,"score_spread":0.26300161244082265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041219932","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":[0.8580255,0.0003115879,0.00013660007,0.0034609283,0.0009932724,0.00013022339,0.0000035771773,0.0000060117854,0.1369323],"genre_scores_gemma":[0.9916992,0.00064079923,0.00017411857,0.00011473698,0.00010211158,7.8499585e-7,5.5074537e-7,0.0000036039896,0.0072640628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981599,0.000082866645,0.00041115028,0.00010709288,0.0010533921,0.00018564028],"domain_scores_gemma":[0.9988683,0.00015577622,0.0005829132,0.00009617893,0.00021181637,0.00008500901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009698031,0.000081736864,0.0001394005,0.00007311706,0.00016904666,0.00013314426,0.00069306325,0.000030189827,0.00020467264],"category_scores_gemma":[0.00023723712,0.000055634096,0.00009593667,0.00015406938,0.00039254656,0.0006230814,0.00016212478,0.00012932537,0.000016610862],"study_design_candidate":"observational","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":[0.00082878047,0.00043896117,0.40901744,0.00007956895,0.0006292302,0.00009989992,0.01455252,0.00081700075,0.0037610729,0.4919568,0.006217566,0.071601145],"study_design_scores_gemma":[0.0034386134,0.0012245047,0.5431062,0.0005789696,0.00019427935,0.00024610854,0.24413952,0.0008953277,0.0014244972,0.0471913,0.15675749,0.00080320664],"about_ca_topic_score_codex":0.0005706598,"about_ca_topic_score_gemma":0.00014427201,"teacher_disagreement_score":0.4447655,"about_ca_system_score_codex":0.000098598015,"about_ca_system_score_gemma":0.00006927177,"threshold_uncertainty_score":0.22686927},"labels":[],"label_agreement":null},{"id":"W3042575058","doi":"10.1111/soin.12381","title":"“We Need to Do Something About This”: Children and Youth’s Post‐Disaster Views on Climate Change and Environmental Crisis","year":2020,"lang":"en","type":"article","venue":"Sociological Inquiry","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Mount Royal University","funders":"Alberta Innovates - Health Solutions","keywords":"Flood myth; Climate change; Reflexivity; Action (physics); Environmental change; Environmental sociology; Political science; Sociology; Environmental ethics; Geography; Social science; Archaeology","score_opus":0.1271487670288946,"score_gpt":0.33433842092055266,"score_spread":0.20718965389165805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042575058","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":[0.9768068,0.0010828462,0.000016526858,0.018156163,0.00016427171,0.00049692794,0.00004649695,0.00006519035,0.0031647582],"genre_scores_gemma":[0.97915864,0.0019679938,0.00008574914,0.018014666,0.00061942707,0.000018351984,0.00002152959,0.000009106702,0.000104547966],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983903,0.00028822297,0.00018236687,0.00047098074,0.00025607663,0.00041204225],"domain_scores_gemma":[0.9994853,0.000080810736,0.000063235515,0.00010391113,0.0000056882,0.00026106217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004408925,0.00016965969,0.00023238608,0.000039849194,0.00047162108,0.00014606558,0.0002370932,0.00016808345,0.00016969898],"category_scores_gemma":[0.00008239338,0.00012410946,0.00006390829,0.00009962201,0.00076451874,0.0001865972,0.00039469232,0.00020668807,0.0001581558],"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":[0.00006644988,0.00006785,0.020692235,0.000014248649,0.000023636396,0.0000042673087,0.9531933,7.60004e-7,0.00025321063,0.006218232,0.0015751392,0.01789069],"study_design_scores_gemma":[0.0005426154,0.00078523194,0.1823349,0.00006399627,0.000064226435,5.8896165e-7,0.8103915,0.0000096553385,0.0000128142365,0.0012211826,0.0040159957,0.0005572793],"about_ca_topic_score_codex":0.000054578304,"about_ca_topic_score_gemma":0.000008451371,"teacher_disagreement_score":0.16164267,"about_ca_system_score_codex":0.000026227543,"about_ca_system_score_gemma":0.0000041137296,"threshold_uncertainty_score":0.50610363},"labels":[],"label_agreement":null},{"id":"W3043263210","doi":"10.3917/jepam.144.0008","title":"Le pilotage des grandes crises : les leçons de Katrina","year":2020,"lang":"fr","type":"article","venue":"Le journal de l école de Paris du management","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":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Pilotage; Political science; Hurricane katrina; Art; Physics; Natural disaster; Meteorology","score_opus":0.03376447887479863,"score_gpt":0.2729125974935092,"score_spread":0.23914811861871058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043263210","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":[0.20163697,0.013088668,0.15863198,0.15506282,0.0011008654,0.0008502008,0.000011560477,0.00019916237,0.46941778],"genre_scores_gemma":[0.9360857,0.018586298,0.0055094254,0.0040453486,0.0011252769,0.00003632306,0.0000016495566,0.00004303447,0.03456694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962946,0.0008280935,0.00054043834,0.00042505094,0.0006163795,0.0012954035],"domain_scores_gemma":[0.9985119,0.00011330344,0.00030796582,0.00021899409,0.00009285805,0.000754992],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015356906,0.00033750042,0.00036891358,0.00016224949,0.0022977688,0.0010874474,0.001089449,0.0001467406,0.0004722403],"category_scores_gemma":[0.00011173173,0.00036069925,0.0003342605,0.0007638382,0.0008307954,0.00080201373,0.0004447719,0.000550999,0.00016425316],"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":[0.00024386939,0.0014831271,0.10400504,0.0013084422,0.00096107996,0.0027158228,0.038348444,0.017582774,0.00015373634,0.48626512,0.18942808,0.15750447],"study_design_scores_gemma":[0.0014629923,0.00029510196,0.047436062,0.00031970988,0.00047068545,0.0000512945,0.066820964,0.0038529977,0.00007615995,0.02457382,0.8540548,0.00058542995],"about_ca_topic_score_codex":0.00343565,"about_ca_topic_score_gemma":0.0012651186,"teacher_disagreement_score":0.73444873,"about_ca_system_score_codex":0.00031220607,"about_ca_system_score_gemma":0.0003404198,"threshold_uncertainty_score":0.9999495},"labels":[],"label_agreement":null},{"id":"W3044194940","doi":"","title":"Hazard Identification and Risk Assessment : Analysis of a Risk Assessment Process in Emergency Preparedness","year":2019,"lang":"en","type":"article","venue":"DiVA (University of Gävle)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hazard analysis; Risk assessment; Risk analysis (engineering); Hazard; Identification (biology); Preparedness; Process (computing); Computer science; Business; Engineering; Computer security; Reliability engineering; Political science","score_opus":0.00947738462146615,"score_gpt":0.29701323824556336,"score_spread":0.2875358536240972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044194940","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":[0.9833375,0.000021875023,0.0013620271,0.00009567738,0.00009199989,0.00026285372,0.000025495283,0.000012644904,0.014789878],"genre_scores_gemma":[0.9977717,0.0007974606,0.00016113745,0.0000010974687,0.0000044232825,4.8589817e-7,0.000011571078,0.0000022641786,0.001249883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988276,0.0001934579,0.00016822033,0.00025998504,0.0004130452,0.00013772791],"domain_scores_gemma":[0.9991837,0.000040318893,0.00039051453,0.0001982717,0.00014106621,0.00004613066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007310309,0.00006719548,0.00022109259,0.00034832404,0.0001758772,0.0000210557,0.00032619896,0.000045469405,0.0004335283],"category_scores_gemma":[0.000029032994,0.00007758898,0.00008321927,0.0011386785,0.00015394036,0.00048657326,0.000107760745,0.00007102742,0.000003421178],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001236937,0.0001228924,0.9582726,0.000044671422,0.00018769044,6.69054e-7,0.035735972,0.0006127913,0.000037075613,0.0017959662,0.000034644454,0.003142685],"study_design_scores_gemma":[0.00021240361,0.000018289225,0.89639854,0.000014807855,0.00042973005,6.401206e-9,0.09640535,0.005679829,0.0000021343922,0.00063532306,0.0001246732,0.00007891874],"about_ca_topic_score_codex":0.0060927225,"about_ca_topic_score_gemma":0.013225582,"teacher_disagreement_score":0.06187404,"about_ca_system_score_codex":0.00006616954,"about_ca_system_score_gemma":0.00007344517,"threshold_uncertainty_score":0.9210415},"labels":[],"label_agreement":null},{"id":"W3044925627","doi":"10.1108/dpm-01-2020-0011","title":"We said, they said: the politics of conceptual frameworks in disasters and climate change in Colombia and Latin America","year":2020,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Concordia University; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Pontificia Universidad Javeriana; Universidad del Valle","keywords":"Disaster risk reduction; Politics; Psychological resilience; Narrative; Latin Americans; Climate change; Political science; Originality; Sociology; Geography; Social science; Environmental planning; Social psychology; Qualitative research; Psychology; Law","score_opus":0.03349502571076101,"score_gpt":0.3293608850085593,"score_spread":0.2958658592977983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044925627","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":[0.9832909,0.00022646775,0.000284496,0.010171147,0.00021248394,0.00038128262,0.0000064376195,0.000008566825,0.0054182205],"genre_scores_gemma":[0.9925625,0.005704039,0.00020232268,0.0010596793,0.00012856025,0.000013180738,0.0000049667406,0.0000056373083,0.00031913628],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99882466,0.00021530675,0.00027857543,0.00017370403,0.0003156653,0.00019209196],"domain_scores_gemma":[0.99963224,0.000041649822,0.00015117979,0.000053727577,0.000026172691,0.00009504572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034999318,0.00009302533,0.00012305027,0.00011686125,0.00012394993,0.00021453969,0.00024380864,0.00004588774,0.00005841531],"category_scores_gemma":[0.000020774949,0.00007480976,0.00002900249,0.000103266866,0.00040046984,0.0005696058,0.00022098496,0.0001775231,0.0000013090486],"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":[0.00016418697,0.00022664222,0.1976721,0.000081924336,0.00009909471,0.00003602191,0.41402942,0.000028967863,0.0000110143055,0.17648228,0.00025667186,0.21091166],"study_design_scores_gemma":[0.002728031,0.000322953,0.43075007,0.0006682402,0.00006825682,0.000004662445,0.51965034,0.002364751,0.0000017899484,0.009795282,0.03331138,0.00033425688],"about_ca_topic_score_codex":0.00012227784,"about_ca_topic_score_gemma":0.00090098084,"teacher_disagreement_score":0.23307797,"about_ca_system_score_codex":0.000024034725,"about_ca_system_score_gemma":0.000006552301,"threshold_uncertainty_score":0.30506533},"labels":[],"label_agreement":null},{"id":"W3045746800","doi":"10.5465/ambpp.2020.21413abstract","title":"Born in Times of Trouble: An Exploration of Spontaneous Entrepreneurial Venturing from Disasters","year":2020,"lang":"en","type":"article","venue":"Academy of Management Proceedings","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":"University of Manitoba","funders":"","keywords":"Context (archaeology); Business; Exploratory research; Dual (grammatical number); Entrepreneurship; Corporate venture capital; Knowledge management; Geography; Sociology; Computer science","score_opus":0.04261879992853232,"score_gpt":0.29236128252321797,"score_spread":0.24974248259468565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045746800","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":[0.9685772,0.00004372302,0.00005474721,0.001975763,0.000060747312,0.00046515005,0.0000038633866,0.000031162104,0.028787646],"genre_scores_gemma":[0.99885076,0.0002073396,0.00045896912,0.00009920679,0.00010205074,0.000010468466,0.0000034617567,0.00000843878,0.0002593132],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99853987,0.00002736689,0.00042565825,0.000293237,0.0005160304,0.00019784107],"domain_scores_gemma":[0.99952406,0.000025578516,0.0003128904,0.000044844863,0.00002298633,0.00006962193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029099907,0.00010665677,0.00023002469,0.00012725318,0.000041004256,0.000026727368,0.00051240856,0.00006336833,0.00010355597],"category_scores_gemma":[0.000039584767,0.000110706365,0.000050205155,0.00039643032,0.00016758326,0.0013854392,0.00016490305,0.00008325315,0.0000034325137],"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":[0.0021529016,0.0009764247,0.03500545,0.0019986136,0.00036108607,0.000038433736,0.36528847,0.0010517311,0.012238532,0.4906968,0.0030833965,0.08710818],"study_design_scores_gemma":[0.009792018,0.0015304933,0.07175432,0.0021577342,0.0009116481,0.0000010013599,0.69941056,0.0030480584,0.053446785,0.1008302,0.05521124,0.0019059586],"about_ca_topic_score_codex":0.00014604257,"about_ca_topic_score_gemma":0.000012819963,"teacher_disagreement_score":0.3898666,"about_ca_system_score_codex":0.000020850845,"about_ca_system_score_gemma":0.0000074130908,"threshold_uncertainty_score":0.45144746},"labels":[],"label_agreement":null},{"id":"W3048773772","doi":"10.1108/dpm-03-2020-0069","title":"Good governance and local level policy implementation for disaster-risk-reduction: actual, perceptual and contested perspectives in coastal communities in Bangladesh","year":2020,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Disaster risk reduction; Accountability; Corporate governance; Good governance; Emergency management; Local government; Transparency (behavior); Environmental planning; Decentralization; Environmental resource management; Political science; Business; Public administration; Economics; Geography","score_opus":0.05650784861158132,"score_gpt":0.36982502151708313,"score_spread":0.3133171729055018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048773772","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":[0.9814353,0.00013432094,0.010227036,0.005014694,0.00019152978,0.0006007507,0.000052564406,0.000017839582,0.002325951],"genre_scores_gemma":[0.9955404,0.0026829324,0.00046744905,0.00020042172,0.0002452937,0.00003253602,0.000045541812,0.000009333709,0.0007761318],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.998697,0.00024356467,0.0003051082,0.00022394276,0.00031737282,0.00021304609],"domain_scores_gemma":[0.9995508,0.000037121885,0.00017081888,0.000054911296,0.000068007634,0.00011833276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044613067,0.00013180565,0.00013538655,0.00017875856,0.00024760957,0.00046797778,0.00021521137,0.000035381076,0.00010525452],"category_scores_gemma":[0.000023215032,0.0001334179,0.000039461647,0.0001236253,0.00032367502,0.001371369,0.00016867668,0.0001350252,8.788899e-7],"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":[0.00041589103,0.00031830725,0.052052017,0.00007010026,0.00015618793,0.000012705738,0.3927693,0.00003916553,0.0000262939,0.15687518,0.00036985712,0.396895],"study_design_scores_gemma":[0.0029168192,0.00021940604,0.15865587,0.00010193221,0.000027930688,0.000008835217,0.82864505,0.00083633687,0.0000017381024,0.002215668,0.006193138,0.00017726615],"about_ca_topic_score_codex":0.0008027759,"about_ca_topic_score_gemma":0.012468195,"teacher_disagreement_score":0.43587577,"about_ca_system_score_codex":0.00009192432,"about_ca_system_score_gemma":0.000030766394,"threshold_uncertainty_score":0.6957545},"labels":[],"label_agreement":null},{"id":"W3048970430","doi":"10.1177/0002764220938105","title":"What Methods Do Social Scientists Use to Study Disasters? An Analysis of the Social Science Extreme Events Research Network","year":2020,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Disaster research; Workforce; Context (archaeology); Public relations; Hazard; Emergency management; Sociology; Political science; Engineering ethics; Engineering; Management; Geography","score_opus":0.25670204959236487,"score_gpt":0.5382247880054896,"score_spread":0.2815227384131247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048970430","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":[0.9953232,0.000008348136,0.0003736022,0.0013736087,0.0011503045,0.0009686421,0.000016160266,0.000044961907,0.00074118574],"genre_scores_gemma":[0.99736565,0.0000029394341,0.0012295003,0.0002720421,0.00023900298,0.000035055487,0.000003224752,0.00001434176,0.0008382196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9907648,0.002397632,0.0004508147,0.0011691684,0.003864614,0.0013529514],"domain_scores_gemma":[0.9979496,0.00010338023,0.00031862338,0.00053133816,0.00054760405,0.00054945896],"candidate_categories":["bibliometrics","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.007817689,0.00020388879,0.00046033203,0.00053636334,0.006778461,0.0023172866,0.0033853587,0.000039007722,0.0001488673],"category_scores_gemma":[0.00025489813,0.00016437208,0.00025432152,0.030879473,0.0094323065,0.002232433,0.0018083256,0.00024726725,0.000017026881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006422765,0.0012719944,0.58575803,0.000003836492,0.000092029106,0.000011505022,0.26605815,0.00011290978,0.0017590286,0.004081367,0.001137846,0.13964911],"study_design_scores_gemma":[0.00015093149,0.0002576249,0.7904984,0.000009380238,0.0003521659,8.4543295e-8,0.20594211,0.00010656947,0.000027302363,0.00004794155,0.00237359,0.00023391546],"about_ca_topic_score_codex":0.0050684246,"about_ca_topic_score_gemma":0.005585952,"teacher_disagreement_score":0.20474039,"about_ca_system_score_codex":0.00026359395,"about_ca_system_score_gemma":0.00027272376,"threshold_uncertainty_score":0.9987184},"labels":[],"label_agreement":null},{"id":"W3058097386","doi":"10.1139/cjce-2020-0144","title":"Creating a performance indicator for temporary housing","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Natural disaster; Table (database); Business; Scale (ratio); Performance indicator; Operations management; Environmental resource management; Environmental planning; Engineering; Computer science; Geography; Marketing; Economics","score_opus":0.016689399965887506,"score_gpt":0.22250964545443366,"score_spread":0.20582024548854616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3058097386","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":[0.91552335,0.0011802628,0.022723474,0.0043313047,0.0010485369,0.00034653395,0.000006471205,0.00005270818,0.054787338],"genre_scores_gemma":[0.9987167,0.000014842365,0.00049422117,0.00016989266,0.0005149235,0.0000013088849,3.034654e-7,0.000009919864,0.00007789426],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939734,0.000009192171,0.00016478071,0.000060365208,0.00012944479,0.000238889],"domain_scores_gemma":[0.99931234,0.000035185545,0.00008815227,0.000033427736,0.000038669823,0.00049219833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027063565,0.000056602214,0.00010151398,0.0001252012,0.00020984144,0.000091481816,0.00022290097,0.000028735163,0.0000648254],"category_scores_gemma":[0.00022546404,0.000057323225,0.000049321687,0.00018180686,0.000038961814,0.00031392832,0.000006415753,0.00009255526,0.0000023976372],"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":[0.00008895857,0.000040994717,0.44925448,0.0016998008,0.0004262642,0.00050509255,0.2461392,0.16981612,0.0017989165,0.020305218,0.057092633,0.052832328],"study_design_scores_gemma":[0.0010601202,0.000348923,0.017211512,0.00076104805,0.000087224034,0.0000098401115,0.016085384,0.03286291,0.00023498102,0.00010965518,0.93054175,0.00068662636],"about_ca_topic_score_codex":0.00040892605,"about_ca_topic_score_gemma":0.016891351,"teacher_disagreement_score":0.87344915,"about_ca_system_score_codex":0.00006150236,"about_ca_system_score_gemma":0.00052273937,"threshold_uncertainty_score":0.942577},"labels":[],"label_agreement":null},{"id":"W3081408668","doi":"10.5055/ajrt.2020.0207","title":"Emergency preparedness in Canada: The role of recreation","year":2020,"lang":"en","type":"article","venue":"American Journal of Recreation Therapy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recreation; Medical emergency; Preparedness; Disaster planning; Emergency medical services; Poison control; Suicide prevention; Medicine; Political science","score_opus":0.01472474562487245,"score_gpt":0.2690474256429791,"score_spread":0.25432268001810665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081408668","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":[0.98395056,0.00049637666,0.00018118977,0.0035585244,0.00012493721,0.00013972679,8.97747e-7,0.0000035064807,0.011544307],"genre_scores_gemma":[0.9948299,0.004706374,0.00012663727,0.00014685951,0.000100065496,0.0000024968801,5.795323e-7,0.0000038440044,0.00008324154],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9988704,0.00027731713,0.00030896734,0.00006729628,0.00037280275,0.0001032195],"domain_scores_gemma":[0.9991643,0.000059709117,0.0005180726,0.00006387089,0.0001296599,0.000064389686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003705529,0.000051512685,0.00014693107,0.00004234636,0.000069223555,0.000010994682,0.00027896848,0.000009571451,0.00024209311],"category_scores_gemma":[0.00008752039,0.00003523028,0.00004284306,0.00057103566,0.000119336364,0.00016324045,0.000008108259,0.000063536056,7.683528e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029969617,0.000044060103,0.14661644,0.0000030196327,0.00005307489,0.000002148484,0.078242995,0.0003703323,0.0010265963,0.0018222234,0.0012013523,0.77031803],"study_design_scores_gemma":[0.00080879714,0.0008687786,0.12365468,0.00007080971,0.0000347008,0.0000017316273,0.62454474,0.0005288526,0.0015511938,0.0018146292,0.24586411,0.0002569673],"about_ca_topic_score_codex":0.41124737,"about_ca_topic_score_gemma":0.2838583,"teacher_disagreement_score":0.7700611,"about_ca_system_score_codex":0.00011671827,"about_ca_system_score_gemma":0.0006579175,"threshold_uncertainty_score":0.7292094},"labels":[],"label_agreement":null},{"id":"W3081489459","doi":"10.69554/whcg4060","title":"Practising with the public: Special events training exercises for the 21st century","year":2020,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Argument (complex analysis); Government (linguistics); Training (meteorology); Event (particle physics); Public sector; Private sector; Emergency response; Political science; Public relations; Public administration; Psychology; Medicine; Geography; Law; Meteorology","score_opus":0.07248902907039206,"score_gpt":0.3071791836791906,"score_spread":0.23469015460879855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081489459","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":[0.008010809,0.000117910546,0.0031104488,0.25182712,0.0006537077,0.0010989424,0.0000022177267,0.00008631512,0.7350925],"genre_scores_gemma":[0.9908948,0.00018373977,0.00024099488,0.0023510829,0.0021516657,0.000029169552,9.678384e-7,0.000007200427,0.0041404],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913764,0.000056420773,0.00007230422,0.00014366547,0.00033846227,0.00025151335],"domain_scores_gemma":[0.9994992,0.00026029284,0.00005846208,0.00008413626,0.000034766363,0.0000631598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037282886,0.00006253297,0.00006350655,0.00001070399,0.0010616385,0.00031083115,0.00043769318,0.00001829266,0.00031796558],"category_scores_gemma":[0.00014833496,0.000027607697,0.000040377687,0.00024337212,0.00019583292,0.00038371046,0.000054127293,0.00006269856,0.00001730989],"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":[0.00008638316,0.000043676613,0.0010229346,0.000012951596,0.000061648156,0.0000021515993,0.14903143,0.000018299537,0.000012142154,0.32952878,0.049527172,0.47065243],"study_design_scores_gemma":[0.000105074294,0.000019577603,0.0003983074,0.0000037210066,0.00001705504,1.0388369e-7,0.30175784,0.000037149344,0.0000022062823,0.00012240477,0.6974895,0.000047074784],"about_ca_topic_score_codex":0.000058436526,"about_ca_topic_score_gemma":0.0012150456,"teacher_disagreement_score":0.982884,"about_ca_system_score_codex":0.000014248303,"about_ca_system_score_gemma":0.00008435298,"threshold_uncertainty_score":0.8165372},"labels":[],"label_agreement":null},{"id":"W3081690050","doi":"","title":"Fairness under fire: Environmental justice, mental health, and natural disasters","year":2020,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Environmental justice; Mental health; Natural (archaeology); Economic Justice; Environmental planning; Political science; Psychology; Environmental ethics; Environmental science; Geography; Psychiatry; Law; Meteorology; Philosophy","score_opus":0.009604708519044559,"score_gpt":0.23741109072191768,"score_spread":0.22780638220287314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081690050","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":[0.8937515,0.0021288793,0.000039019807,0.004299591,0.003923433,0.0012157918,0.00014147641,0.00020232958,0.09429795],"genre_scores_gemma":[0.87407416,0.0025243321,0.000024662948,0.00049530447,0.00013642784,9.411478e-7,0.0012719225,0.000025255593,0.12144702],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9982644,0.00015522962,0.0001559972,0.00053177855,0.000491779,0.00040083707],"domain_scores_gemma":[0.99928397,0.000036951707,0.00017690245,0.00014225139,0.000011248066,0.00034865193],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007463577,0.00026607266,0.0002655614,0.00015291666,0.0009834343,0.0001224824,0.0004735087,0.00016860288,0.00017377971],"category_scores_gemma":[0.00001049619,0.0003018672,0.000102818034,0.00035640414,0.00031596742,0.0004813568,0.00011491655,0.00029045722,0.00006560476],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034199678,0.0013299038,0.1868432,0.0035956083,0.0015412162,0.000795061,0.11802523,0.00009294661,0.000040807405,0.09387339,0.4578207,0.13262194],"study_design_scores_gemma":[0.00038417862,0.00004368227,0.0006450728,0.0000638426,0.00008668846,1.3311445e-9,0.6287069,0.000037677455,0.00000557904,0.000055472225,0.36969447,0.0002764766],"about_ca_topic_score_codex":0.00042000186,"about_ca_topic_score_gemma":0.0744628,"teacher_disagreement_score":0.5106816,"about_ca_system_score_codex":0.0002981206,"about_ca_system_score_gemma":0.00015673286,"threshold_uncertainty_score":0.9999433},"labels":[],"label_agreement":null},{"id":"W3082029044","doi":"10.1007/s11069-020-04239-7","title":"The near-miss of a tsunami and an emergency evacuation: the post-exposure effects on future emergency preparedness and evacuation intentions","year":2020,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Institute for Catastrophic Loss Reduction","keywords":"Preparedness; Natural hazard; Emergency management; Emergency response; Medical emergency; Disaster preparedness; Emergency evacuation; Geography; Medicine; Political science; Meteorology","score_opus":0.010812021737138838,"score_gpt":0.309353097683459,"score_spread":0.2985410759463201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082029044","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":[0.9734241,0.0024383564,0.000018274148,0.018127853,0.0013218567,0.00061075296,0.000004912026,0.00003838183,0.0040155225],"genre_scores_gemma":[0.9976586,0.0008702528,0.000019797208,0.00014474746,0.00044044902,0.000022740987,0.00000772243,0.0000061782816,0.00082952925],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99857974,0.00028617703,0.0001785026,0.00022738558,0.0005540646,0.00017414338],"domain_scores_gemma":[0.9993428,0.000066580295,0.000110789995,0.00015969368,0.00023373244,0.00008640139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046881367,0.00011001147,0.00010011777,0.000019802905,0.0010678144,0.00009281126,0.00029937265,0.00006572163,0.00005223463],"category_scores_gemma":[0.0003626146,0.00006164794,0.000053752432,0.0003550731,0.00018977467,0.0003057046,0.00007819025,0.0001545791,0.0000032814282],"study_design_candidate":"observational","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":[0.00033462385,0.00010672023,0.0144048175,0.00022644932,0.00014697522,0.000002702467,0.17807777,0.00002841288,0.0024562622,0.05402175,0.012493261,0.7377003],"study_design_scores_gemma":[0.001418489,0.0020486822,0.75532496,0.00014010647,0.00038407036,0.000001775116,0.1425767,0.012683988,0.0002770029,0.006554425,0.07776832,0.00082147884],"about_ca_topic_score_codex":0.00008565645,"about_ca_topic_score_gemma":0.0013344869,"teacher_disagreement_score":0.7409201,"about_ca_system_score_codex":0.000018011897,"about_ca_system_score_gemma":0.000060976265,"threshold_uncertainty_score":0.82128733},"labels":[],"label_agreement":null},{"id":"W3084242573","doi":"10.1080/03003930.2020.1816545","title":"The sources of municipalities’ innovation in the management of weather disaster risks, their relationships, and their antecedents","year":2020,"lang":"en","type":"article","venue":"Local Government Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Business; Incentive; Complementarity (molecular biology); Vulnerability (computing); Emergency management; Survey data collection; Environmental planning; Public relations; Political science; Economic growth; Economics; Geography","score_opus":0.09732121460403559,"score_gpt":0.32279521007854056,"score_spread":0.22547399547450497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084242573","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":[0.9680528,0.0016414324,0.000287639,0.005225275,0.000059185273,0.00038627328,0.000008093055,0.000007808391,0.024331512],"genre_scores_gemma":[0.99683934,0.0020384812,0.000012935695,0.00015975439,0.000020873404,0.000023028493,3.6742887e-7,0.000003485259,0.0009017533],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987839,0.00022108901,0.00028939312,0.00011979028,0.00044558794,0.00014022585],"domain_scores_gemma":[0.9993761,0.00029961742,0.0001638491,0.00012312693,0.00002501472,0.000012266776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009100511,0.00008699823,0.00013133767,0.000012535262,0.0003437846,0.000027425514,0.00029821033,0.00002007749,0.0000037070683],"category_scores_gemma":[0.000061449384,0.000041795316,0.000027242744,0.00036566853,0.00076022383,0.00008842764,0.00021960506,0.000073885414,8.6359404e-7],"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":[0.00007814786,0.00009129226,0.078913175,0.00015634182,0.00031929353,0.0000012823618,0.66737014,0.0000712684,0.000013758769,0.22499977,0.0005099693,0.02747554],"study_design_scores_gemma":[0.00018858547,0.000039620998,0.047021486,0.00007523151,0.000018906168,3.4896132e-8,0.9394955,0.000080054786,0.00004044031,0.0025446927,0.010442782,0.00005263601],"about_ca_topic_score_codex":0.00012994221,"about_ca_topic_score_gemma":0.00054918,"teacher_disagreement_score":0.27212536,"about_ca_system_score_codex":0.000032872093,"about_ca_system_score_gemma":0.000004128468,"threshold_uncertainty_score":0.28010765},"labels":[],"label_agreement":null},{"id":"W3086855212","doi":"10.3917/re1.098.0041","title":"Un retour d’expérience graphique sur la crise cyclonique de 2017 aux Antilles","year":2020,"lang":"fr","type":"article","venue":"Annales des Mines - Responsabilité et environnement","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Musée de la Civilisation","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Political science; Philosophy","score_opus":0.04312018318240294,"score_gpt":0.3126094617495467,"score_spread":0.2694892785671437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086855212","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":[0.8893347,0.012384284,0.00062237,0.07961754,0.00030487444,0.000768682,0.00006279327,0.00013282862,0.016771926],"genre_scores_gemma":[0.9451546,0.024575401,0.001997395,0.0036714894,0.00036508485,0.000120393226,0.00001619285,0.000058740403,0.024040718],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99366105,0.0024975426,0.0007437924,0.0011031431,0.0008075275,0.0011869383],"domain_scores_gemma":[0.99709576,0.0011257946,0.00029628805,0.00066293107,0.00012562868,0.0006935698],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022946773,0.00059014605,0.0005240102,0.00013812103,0.0008310188,0.00028631566,0.0013014113,0.0003125788,0.0009741319],"category_scores_gemma":[0.0015670175,0.00058137596,0.00040845107,0.0008844838,0.0049406094,0.0009913404,0.0005591182,0.00036681717,0.00018690844],"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":[0.0018527604,0.004157655,0.16393536,0.0021847514,0.00055951194,0.0017434091,0.29558548,0.0018726147,0.0076897065,0.24085487,0.12217613,0.15738773],"study_design_scores_gemma":[0.0005795478,0.00054354954,0.055001978,0.00032533926,0.00014047099,0.00001883089,0.017415002,0.00058049784,0.0006168387,0.003954464,0.9200232,0.0008002685],"about_ca_topic_score_codex":0.0013343951,"about_ca_topic_score_gemma":0.002377797,"teacher_disagreement_score":0.7978471,"about_ca_system_score_codex":0.00018064407,"about_ca_system_score_gemma":0.00037593703,"threshold_uncertainty_score":0.9999391},"labels":[],"label_agreement":null},{"id":"W3087522322","doi":"10.1177/0020872820959374","title":"What small NGOs can deliver: A case study of a Canadian community-based project making fabric scrub caps for healthcare workers during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"International Social Work","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Coronavirus disease 2019 (COVID-19); Pandemic; Business; Order (exchange); Personal protective equipment; Economic shortage; Scale (ratio); Public relations; Economic growth; Political science; Medicine; Economics; Finance; Geography","score_opus":0.21318504195406957,"score_gpt":0.39848144475840014,"score_spread":0.18529640280433057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087522322","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":[0.95867634,0.000040126015,0.0000626719,0.03878476,0.00040453725,0.0013446194,0.000036827943,0.00004495716,0.0006051446],"genre_scores_gemma":[0.9946651,0.000010371044,0.000039901006,0.0045703314,0.0002830987,0.00013453528,0.0000117230875,0.00001147784,0.00027349155],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99837744,0.0005378028,0.00023331115,0.00018163948,0.00036777565,0.00030201714],"domain_scores_gemma":[0.99914694,0.00028375772,0.00016633257,0.000096898664,0.00014463477,0.00016144954],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006465754,0.00010852719,0.0001404418,0.00018948599,0.0034736875,0.00024286537,0.00069785386,0.00006174475,0.000024268937],"category_scores_gemma":[0.0002236325,0.00009730266,0.00008922171,0.0010799895,0.00020010048,0.00012256726,0.0000923861,0.0002406078,0.0000014750588],"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":[0.00020015727,0.0001407571,0.4015597,0.00011222185,0.0001703368,0.00015962955,0.5888546,0.00056633254,0.0000028403176,0.0010961993,0.0019352298,0.0052019595],"study_design_scores_gemma":[0.0010499323,0.00009485135,0.009194609,0.00007453585,0.000043471027,0.0000041020785,0.95014983,0.00008823636,5.631255e-7,0.00016798872,0.03893074,0.0002011595],"about_ca_topic_score_codex":0.74626756,"about_ca_topic_score_gemma":0.9634615,"teacher_disagreement_score":0.3923651,"about_ca_system_score_codex":0.0006003712,"about_ca_system_score_gemma":0.0006500197,"threshold_uncertainty_score":0.99782366},"labels":[],"label_agreement":null},{"id":"W3087673661","doi":"10.1007/s13753-020-00299-2","title":"Quick Response Disaster Research: Opportunities and Challenges for a New Funding Program","year":2020,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Toronto Metropolitan University","funders":"Marine Environmental Observation Prediction and Response Network; Institute for Catastrophic Loss Reduction","keywords":"Disaster research; Disaster response; Research program; Diversity (politics); Public relations; Political science; Emergency response; Order (exchange); Natural hazard; Emergency management; Sociology; Engineering ethics; Business; Engineering; Geography; Medicine; Law","score_opus":0.4502140568886516,"score_gpt":0.4692385017092218,"score_spread":0.019024444820570197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087673661","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":[0.8501852,0.0014235751,0.0017006573,0.13344671,0.0013666904,0.0006031387,0.000013411622,0.000041265575,0.011219347],"genre_scores_gemma":[0.9918679,0.0031766286,0.002273077,0.00030976435,0.0009802752,0.000009411465,3.46161e-7,0.000009563099,0.0013730596],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674714,0.000321028,0.00036275285,0.00028058526,0.001854262,0.00043421533],"domain_scores_gemma":[0.9977439,0.0005416844,0.0003023925,0.000101667174,0.00077087403,0.0005394721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005285992,0.00010605573,0.00015511605,0.00037018818,0.00048909243,0.0008398088,0.001450416,0.00003665201,0.00004267373],"category_scores_gemma":[0.0026106576,0.00008549914,0.00008191471,0.00033015577,0.0017352424,0.0016440019,0.00031582138,0.00018994865,0.000007693987],"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":[0.0019267988,0.0001790818,0.0028000409,0.000036347483,0.00008394227,0.00005598636,0.26981583,0.000022640375,0.00061737554,0.041632164,0.00351406,0.67931575],"study_design_scores_gemma":[0.0012021172,0.001266237,0.0079553295,0.00022151628,0.000031920954,0.000014937495,0.28970554,0.00048476545,0.00007893739,0.007024942,0.6917582,0.0002555326],"about_ca_topic_score_codex":0.00005062156,"about_ca_topic_score_gemma":0.00008599482,"teacher_disagreement_score":0.68824416,"about_ca_system_score_codex":0.000098357064,"about_ca_system_score_gemma":0.00061415153,"threshold_uncertainty_score":0.80982953},"labels":[],"label_agreement":null},{"id":"W3088590462","doi":"10.1080/21620555.2020.1820319","title":"How Did Wuhan Residents Cope with a 76-Day Lockdown?","year":2020,"lang":"en","type":"article","venue":"Chinese Sociological Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Psychology","score_opus":0.04487943583121075,"score_gpt":0.33338016122534475,"score_spread":0.288500725394134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088590462","genre_codex":"commentary","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":[0.18819761,0.23777942,0.0010378973,0.36948413,0.00044522362,0.0037066007,0.000010122557,0.0007169019,0.19862208],"genre_scores_gemma":[0.91423684,0.068579175,0.00010380215,0.0120305335,0.00039417364,0.000049850627,0.0000075422054,0.000010235762,0.0045878645],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979897,0.0005604834,0.00019758215,0.00041017318,0.00047321204,0.0003688602],"domain_scores_gemma":[0.99918085,0.00017006265,0.00012482944,0.00018128136,0.00006377571,0.00027919162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007163905,0.00019437513,0.0004570079,0.000012550652,0.0003593923,0.000131891,0.00065322063,0.000089412315,0.00045721763],"category_scores_gemma":[0.001968127,0.00009971144,0.00014775293,0.0005281837,0.000629622,0.00022424867,0.00016766432,0.00021673457,0.00026572275],"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":[0.00021611742,0.00076322776,0.35488093,0.011658885,0.00046808732,0.0006884808,0.050898563,0.000011589002,0.00020860988,0.07881366,0.2876597,0.21373215],"study_design_scores_gemma":[0.0009987253,0.0007743911,0.12768987,0.004222029,0.00023893754,0.000002160716,0.0053025866,0.000022163551,0.0000035013154,0.00882802,0.85068774,0.0012298578],"about_ca_topic_score_codex":0.000020053672,"about_ca_topic_score_gemma":0.000038835566,"teacher_disagreement_score":0.72603923,"about_ca_system_score_codex":0.000029152268,"about_ca_system_score_gemma":0.000052946863,"threshold_uncertainty_score":0.5006212},"labels":[],"label_agreement":null},{"id":"W3088742630","doi":"10.7202/1086385ar","title":"Personnes âgées ayant des incapacités et désastres naturels :vulnérabilité des aînés et post-trauma","year":2016,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.06575852642185101,"score_gpt":0.3530385454958163,"score_spread":0.2872800190739653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088742630","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":[0.8025401,0.0045526465,0.0014070006,0.15015289,0.0028678111,0.0019176459,0.0004251639,0.00032676975,0.03580996],"genre_scores_gemma":[0.95686024,0.008828001,0.0020905996,0.0046272352,0.0016197724,0.0003993981,0.0001139002,0.0001232938,0.025337579],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99090636,0.0023133715,0.0009813192,0.0013835268,0.0021758873,0.0022395076],"domain_scores_gemma":[0.9974548,0.0005721164,0.0006220527,0.0004569171,0.00041853485,0.00047555636],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004636131,0.0009887426,0.00081930246,0.00049224345,0.0030293027,0.00071759697,0.0012764737,0.0005331403,0.006994056],"category_scores_gemma":[0.0004347684,0.00079540635,0.00054525747,0.0010051263,0.0055421554,0.0017749387,0.0008560733,0.00054474967,0.0005468321],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023724917,0.0022295602,0.012436869,0.0008317782,0.00084827497,0.00006422415,0.46522093,0.000004023932,0.0034059314,0.31931144,0.036976103,0.15843362],"study_design_scores_gemma":[0.009631496,0.002710963,0.16935237,0.0044293078,0.00094836653,0.000008267823,0.31451696,0.000019718833,0.002563136,0.108632885,0.38279766,0.0043888856],"about_ca_topic_score_codex":0.0014384018,"about_ca_topic_score_gemma":0.024289701,"teacher_disagreement_score":0.34582156,"about_ca_system_score_codex":0.0010825607,"about_ca_system_score_gemma":0.0002947242,"threshold_uncertainty_score":0.9994497},"labels":[],"label_agreement":null},{"id":"W3089319502","doi":"10.1111/capa.12388","title":"Beyond COVID‐19: Five commentaries on reimagining governance for future crises and resilience","year":2020,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Government (linguistics); Corporate governance; Public administration; Coronavirus disease 2019 (COVID-19); Pandemic; Population; Sociology; Management; Economics","score_opus":0.03599188264508135,"score_gpt":0.30929663532564355,"score_spread":0.2733047526805622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089319502","genre_codex":"commentary","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":[0.009822747,0.00011517864,0.0004744909,0.9510562,0.0003261006,0.0004924841,0.00011618858,0.000048141996,0.037548512],"genre_scores_gemma":[0.96910435,0.00006070225,0.00025635154,0.027869325,0.00045976733,0.000031262687,0.000044078868,0.000006131265,0.0021680265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990172,0.0000536228,0.00012687017,0.00028302622,0.00020983917,0.00030948946],"domain_scores_gemma":[0.9987454,0.00012207835,0.000079174,0.00009511725,0.00005241717,0.0009058224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020459364,0.00009311293,0.00008770501,0.000039842842,0.0009977483,0.0004588142,0.00023485097,0.000054746182,0.00012938675],"category_scores_gemma":[0.00091977185,0.00008789305,0.00002278231,0.00020989795,0.00030829734,0.0005373454,0.000016481126,0.000087392786,0.0000066750013],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025033654,0.00000789779,0.002267104,0.000023324172,0.00000615044,0.000008730394,0.005972131,0.0000013946697,0.0000019130403,0.8143913,0.1689291,0.008365882],"study_design_scores_gemma":[0.00017420214,0.00013865804,0.0012478507,0.0000054415304,0.0000069491666,4.7292116e-7,0.02266403,0.00012386387,0.000006514842,0.0017945141,0.9737145,0.00012305158],"about_ca_topic_score_codex":0.0042488407,"about_ca_topic_score_gemma":0.45380506,"teacher_disagreement_score":0.9592816,"about_ca_system_score_codex":0.0001678962,"about_ca_system_score_gemma":0.0017816342,"threshold_uncertainty_score":0.76739746},"labels":[],"label_agreement":null},{"id":"W3089788418","doi":"10.11575/prism/38265","title":"Wisdom and Well-Being Post-Disaster: Stories Told by Youth","year":2020,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Political science","score_opus":0.006823364591185456,"score_gpt":0.2121107351665537,"score_spread":0.20528737057536825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089788418","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":[0.4334215,0.00045272533,0.00081605586,0.00073984533,0.000430532,0.00030549086,0.0000016982044,0.000070127215,0.563762],"genre_scores_gemma":[0.67453617,0.0016945649,0.0018393707,0.00018624587,0.00009770958,5.9559227e-7,0.0006552207,0.000035921563,0.3209542],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988749,0.00007837835,0.00010292861,0.0003146688,0.00041724744,0.00021184949],"domain_scores_gemma":[0.99946266,0.00003197598,0.00017974203,0.00011832866,0.00006532638,0.00014198117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011133867,0.00015167128,0.0002558208,0.00009479392,0.0004675702,0.000054341752,0.00042014848,0.00018319953,0.00022142153],"category_scores_gemma":[0.000027084281,0.00018785663,0.00008432571,0.00016032426,0.00031481008,0.00034404293,0.000096904885,0.00017207702,0.000024256455],"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":[0.00020301994,0.000058501777,0.00067956606,0.00028911277,0.0001120241,0.000030033314,0.8983873,4.5596067e-8,0.00018893185,0.015463682,0.010525574,0.074062176],"study_design_scores_gemma":[0.0007264675,0.00016190535,0.0030673502,0.00024135954,0.00044757698,1.3204082e-7,0.7142509,0.00018225389,0.000068427944,0.0009972474,0.2791866,0.00066975807],"about_ca_topic_score_codex":0.005840968,"about_ca_topic_score_gemma":0.0011334844,"teacher_disagreement_score":0.26866102,"about_ca_system_score_codex":0.000035379227,"about_ca_system_score_gemma":0.000082459774,"threshold_uncertainty_score":0.8829835},"labels":[],"label_agreement":null},{"id":"W3091273865","doi":"10.1108/ecam-05-2020-0296","title":"A qualitative approach to investigate emergency preparedness state for the built environment in the UAE","year":2020,"lang":"en","type":"article","venue":"Engineering Construction & Architectural Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Documentation; Interview; Emergency management; Crisis management; Business; Content analysis; Public relations; Phase (matter); Political science; Process management; Computer science; Sociology","score_opus":0.04324240858889051,"score_gpt":0.3068025868429159,"score_spread":0.2635601782540254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091273865","genre_codex":"methods","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":[0.44315222,0.0001665943,0.51240736,0.026221795,0.0009415354,0.005535528,0.000015211375,0.00020461611,0.011355132],"genre_scores_gemma":[0.9846697,0.000069486145,0.013491238,0.0003791034,0.00014261465,0.00068627053,0.0000042708157,0.000013498965,0.0005438608],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986564,0.00014261472,0.0002325832,0.00029439194,0.00035749667,0.00031652127],"domain_scores_gemma":[0.9995724,0.00010118611,0.00005305856,0.00017595437,0.0000104407445,0.000086991626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005905504,0.00014154465,0.00010601333,0.00007906789,0.00026736432,0.00007938344,0.00053041446,0.000015757652,0.000018079967],"category_scores_gemma":[0.000070731,0.000092959635,0.00006322303,0.00043137922,0.00014673348,0.000088491724,0.00012975813,0.00010896317,0.000011442272],"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":[0.00004397501,0.000027655722,0.000089151385,0.00013253967,0.000096546595,0.0000018182365,0.53342813,0.35365638,0.000053772368,0.057315256,0.0007711479,0.054383602],"study_design_scores_gemma":[0.0011883066,0.00020668664,0.01038265,0.00007869255,0.0001503571,0.0000034061968,0.58148456,0.056514595,0.000041064308,0.009951016,0.33902323,0.000975474],"about_ca_topic_score_codex":0.00013450117,"about_ca_topic_score_gemma":0.000051219908,"teacher_disagreement_score":0.54151744,"about_ca_system_score_codex":0.000053922664,"about_ca_system_score_gemma":0.000009013694,"threshold_uncertainty_score":0.3790784},"labels":[],"label_agreement":null},{"id":"W3092566853","doi":"10.1093/eurpub/ckaa165.375","title":"Psychological impacts of the 2019 Quebec floods: findings from a large population-based study","year":2020,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Chicoutimi; Université de Sherbrooke","funders":"","keywords":"Distress; Population; Demography; Natural disaster; Medicine; Flooding (psychology); Environmental health; Psychology; Geography; Clinical psychology","score_opus":0.07970739651612085,"score_gpt":0.362540767668094,"score_spread":0.28283337115197316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092566853","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":[0.95123124,0.000073997864,0.00088882743,0.045123164,0.00031607557,0.00020386228,0.000008717251,0.000012788971,0.0021413376],"genre_scores_gemma":[0.9964175,0.000010127015,0.000109296976,0.0030269923,0.00027057217,1.4958745e-7,0.0000016828353,0.000007343531,0.00015630493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99410325,0.0043102666,0.00052793924,0.00013067194,0.00063405867,0.00029380067],"domain_scores_gemma":[0.9988076,0.00008224849,0.0005237432,0.00013499398,0.000088696295,0.00036272744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006505958,0.00007427591,0.000191825,0.000060025886,0.00026818278,0.00012344625,0.00073747,0.000013753509,0.00022124722],"category_scores_gemma":[0.0008247791,0.000045354267,0.00009965664,0.00044716193,0.000059697657,0.00024259237,0.00006953292,0.00020913391,0.000020523172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020663567,0.00085097604,0.9088832,0.000013585259,0.000042953983,0.000024500749,0.056724247,0.000020833717,0.000024292369,0.0009180733,0.017827664,0.0146490075],"study_design_scores_gemma":[0.00067707564,0.0003716571,0.978043,0.000028531415,0.000006477247,1.4919235e-7,0.008972432,0.000010940253,5.025303e-7,0.000018111356,0.011823256,0.000047823894],"about_ca_topic_score_codex":0.0024277582,"about_ca_topic_score_gemma":0.0023377982,"teacher_disagreement_score":0.069159836,"about_ca_system_score_codex":0.000064881606,"about_ca_system_score_gemma":0.000316195,"threshold_uncertainty_score":0.36700603},"labels":[],"label_agreement":null},{"id":"W3094070088","doi":"10.1016/j.ijdrr.2020.101925","title":"The roles of emergency managers and emergency social services directors to support disaster risk reduction in Canada","year":2020,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Government (linguistics); Disaster risk reduction; Public relations; Preparedness; Context (archaeology); Emergency management; Business; Risk management; Service (business); Psychology; Political science; Marketing; Geography; Finance; Environmental planning","score_opus":0.012552010019422655,"score_gpt":0.28499943944301903,"score_spread":0.2724474294235964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094070088","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":[0.98829883,0.00018425274,0.00009024774,0.0049700937,0.004520521,0.0001614608,0.000020705345,0.0000063560033,0.001747557],"genre_scores_gemma":[0.99600744,0.0024119702,0.000037573638,0.00002114777,0.001107965,0.000004234733,0.0000032324308,0.00001007306,0.00039636876],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9977365,0.00025158268,0.00070647855,0.00019986388,0.0008927944,0.0002127799],"domain_scores_gemma":[0.99872506,0.000021628206,0.00078640704,0.000072284376,0.0002597514,0.00013489055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005205604,0.00012878404,0.0001768891,0.00013447044,0.000255111,0.00006847915,0.0005337685,0.00003810069,0.00014625773],"category_scores_gemma":[0.000074347045,0.000101566104,0.000101109355,0.00032652702,0.00009160588,0.0006031052,0.00010027441,0.00019178276,0.000003932405],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009466137,0.00016998715,0.40675622,0.000077317585,0.00058179453,0.000018380468,0.2833254,0.0013195347,0.0011477998,0.0010755418,0.012542073,0.29203933],"study_design_scores_gemma":[0.00095903,0.00029766944,0.2974031,0.0001299936,0.0002416752,0.000012689842,0.65199554,0.00025591778,0.0002679493,0.0023359922,0.045625847,0.00047458202],"about_ca_topic_score_codex":0.119509265,"about_ca_topic_score_gemma":0.4375678,"teacher_disagreement_score":0.36867017,"about_ca_system_score_codex":0.00020549208,"about_ca_system_score_gemma":0.00015237727,"threshold_uncertainty_score":0.886354},"labels":[],"label_agreement":null},{"id":"W3094709785","doi":"","title":"“The purpose of life is finding the largest burden that you can bear and bearing it.” : A study of the making of meaning among Jordan Peterson supporters","year":2018,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Sociology; Epistemology; Work (physics); Social science; Engineering; Philosophy","score_opus":0.036425405770258365,"score_gpt":0.2977421435904039,"score_spread":0.26131673782014553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094709785","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":[0.9830899,0.000049561124,0.00010427652,0.010444419,0.00024044246,0.00078313914,0.000047297424,0.000037064114,0.005203876],"genre_scores_gemma":[0.99913746,0.00002291817,0.00028555063,0.00007186715,0.000037327303,0.000028527496,0.000008194755,0.000007874151,0.0004003057],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99836725,0.00008682152,0.00044490903,0.000287252,0.0005345307,0.00027922247],"domain_scores_gemma":[0.9980808,0.00004522554,0.0007866468,0.0008067568,0.00024412716,0.00003645711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012116291,0.00012707534,0.00021314579,0.0002592121,0.00077997445,0.00007970489,0.0014938817,0.00007913278,0.00002030625],"category_scores_gemma":[0.000883918,0.0000804215,0.000050793697,0.0009244722,0.002605111,0.00042994367,0.0009053986,0.00017839906,6.3768533e-7],"study_design_candidate":"observational","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":[0.00005165233,0.0003465952,0.846538,0.00017759057,0.00029456604,0.0000019679387,0.06575116,0.000035530407,0.00069228647,0.059739243,0.005025687,0.021345735],"study_design_scores_gemma":[0.0021742466,0.0006061834,0.18700863,0.0011147858,0.0005165039,0.0000022991971,0.64073926,0.0022584745,0.0070659844,0.00056217896,0.15724826,0.0007031622],"about_ca_topic_score_codex":0.0032603322,"about_ca_topic_score_gemma":0.00917486,"teacher_disagreement_score":0.6595293,"about_ca_system_score_codex":0.000028252409,"about_ca_system_score_gemma":0.000114911825,"threshold_uncertainty_score":0.959864},"labels":[],"label_agreement":null},{"id":"W3095901029","doi":"10.1111/1468-5973.12339","title":"Outcome of collaborative emergency exercises: Differences between full‐scale and tabletop exercises","year":2020,"lang":"en","type":"article","venue":"Journal of Contingencies and Crisis Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Scale (ratio); Applied psychology; Emergency response; Psychology; Knowledge management; Medical education; Computer science; Medicine; Medical emergency","score_opus":0.029873564690841358,"score_gpt":0.29544279508936244,"score_spread":0.2655692303985211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095901029","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":[0.9771355,0.0029469423,0.00086532225,0.0050780745,0.00023303561,0.00029106796,0.0000066540574,0.000012253836,0.01343117],"genre_scores_gemma":[0.98719215,0.011045664,0.0006677463,0.00009315815,0.00015292702,0.0000039429688,2.8743122e-7,0.0000058895034,0.00083821773],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9982963,0.000095940195,0.000653903,0.00018163727,0.0005445291,0.00022765284],"domain_scores_gemma":[0.9989353,0.000049211834,0.00054791244,0.000080402315,0.00021432874,0.00017285618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060151325,0.00013868471,0.0004704173,0.000113479895,0.00025720338,0.00011714535,0.00031969388,0.000039425115,0.00012198403],"category_scores_gemma":[0.00006358164,0.00010750162,0.00008239778,0.00040379525,0.00020678196,0.0003785781,0.00019474443,0.00008369659,0.0000014157525],"study_design_candidate":"observational","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":[0.00010582326,0.0000940807,0.87455565,0.00056117243,0.00030781532,0.000019183359,0.0626242,0.000006355667,0.00012158657,0.005943789,0.014229514,0.041430853],"study_design_scores_gemma":[0.0007862546,0.0004967998,0.25441635,0.00013802816,0.00084533484,4.7862676e-7,0.683263,0.000023596715,0.000083322426,0.001824124,0.05776996,0.00035273263],"about_ca_topic_score_codex":0.00008749045,"about_ca_topic_score_gemma":0.000102386286,"teacher_disagreement_score":0.62063885,"about_ca_system_score_codex":0.000012426725,"about_ca_system_score_gemma":0.000016928903,"threshold_uncertainty_score":0.4383789},"labels":[],"label_agreement":null},{"id":"W3098413245","doi":"10.22215/etd/2020-14310","title":"The Business of Resilience: Philanthropy, Partnerships, and Politics","year":2020,"lang":"en","type":"dissertation","venue":"","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":"Carleton University","funders":"","keywords":"Resilience (materials science); Politics; Sociology; Public relations; Political science; Business; Environmental ethics; Law","score_opus":0.03349552260498236,"score_gpt":0.32991702311511684,"score_spread":0.2964215005101345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098413245","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036474477,0.0011329923,0.00001841011,0.00954661,0.0008756672,0.0003658479,0.0000032008993,0.000049791935,0.951533],"genre_scores_gemma":[0.80292857,0.003811104,0.000034734963,0.00007942393,0.00024310421,0.000008166228,0.00002865511,0.000010113959,0.19285615],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887896,0.00007871267,0.00018998394,0.000187592,0.0004388579,0.00022591282],"domain_scores_gemma":[0.9993879,0.0001377001,0.00013675989,0.00012770099,0.00013386652,0.00007603974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023354671,0.00010354852,0.00014420117,0.000033868135,0.0006068527,0.00012794856,0.00037724437,0.0000990965,0.000063737454],"category_scores_gemma":[0.00026402596,0.00006768146,0.000031845266,0.0003217042,0.0006503342,0.00008885513,0.00003596906,0.000092304246,0.000010228464],"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":[0.00002058796,0.000016626842,0.00052600866,0.00016723896,0.000020145666,0.000002243496,0.010834793,2.8098208e-7,0.000021903335,0.97148377,0.010557122,0.0063493005],"study_design_scores_gemma":[0.00011874833,0.000029719664,0.008854014,0.00012713404,0.0000713307,1.1795608e-7,0.1821346,0.00002085184,0.0001269653,0.008642744,0.79962754,0.00024621384],"about_ca_topic_score_codex":0.00037182405,"about_ca_topic_score_gemma":0.005642839,"teacher_disagreement_score":0.96284103,"about_ca_system_score_codex":0.000011167876,"about_ca_system_score_gemma":0.00017842703,"threshold_uncertainty_score":0.46674815},"labels":[],"label_agreement":null},{"id":"W3099983473","doi":"10.1353/lag.2020.0094","title":"A House of One’s Own: The Moral Economy of Post-Disaster Aid in El Salvador by Alicia Sliwinski","year":2020,"lang":"en","type":"article","venue":"Journal of Latin American geography","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Moral economy; Reflexivity; Sociology; Context (archaeology); Power (physics); Ethnography; Media studies; Politics; Political science; Law; History; Social science; Anthropology","score_opus":0.016676766834266936,"score_gpt":0.26232752497937906,"score_spread":0.2456507581451121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3099983473","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":[0.9767265,0.00018033327,0.00007066172,0.0087139215,0.00006700076,0.00017538106,0.0000095662635,0.000009446968,0.01404723],"genre_scores_gemma":[0.9975979,0.00008040117,0.00041544216,0.0017597795,0.00010152459,0.0000018352862,5.804281e-7,0.000010590481,0.000031972322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984706,0.00020077627,0.0005829015,0.00012213101,0.00039386426,0.00022970432],"domain_scores_gemma":[0.99850714,0.000118139506,0.0010096197,0.00012620265,0.00012074159,0.00011815305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004332759,0.00010573216,0.00037642932,0.00019833165,0.00006377037,0.00003684018,0.0005762711,0.000027137858,0.000084027626],"category_scores_gemma":[0.00007953747,0.00007508543,0.00025380866,0.00096745224,0.0010779704,0.00023445944,0.00006638439,0.00017378492,0.000003347463],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028113325,0.00037436312,0.92483234,0.000049888302,0.00021603424,0.000008610346,0.048823178,0.00012173021,0.0013013026,0.0021776466,0.0044380752,0.01737567],"study_design_scores_gemma":[0.0021712051,0.0025608144,0.7719829,0.00024541983,0.00022694073,0.000001545289,0.17912987,0.00015514201,0.00042926095,0.0027572294,0.03980436,0.0005352852],"about_ca_topic_score_codex":0.001275051,"about_ca_topic_score_gemma":0.0002279073,"teacher_disagreement_score":0.15284945,"about_ca_system_score_codex":0.000012527228,"about_ca_system_score_gemma":0.00007016106,"threshold_uncertainty_score":0.39718267},"labels":[],"label_agreement":null},{"id":"W3101209919","doi":"10.1177/1473325020973301","title":"Collecting grief: Indigenous peoples, deaths by police and a global pandemic","year":2020,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Indigenous; Pandemic; Grief; Criminology; Sociology; Political science; Coronavirus disease 2019 (COVID-19); Psychology; Medicine; Psychiatry","score_opus":0.06398922896500686,"score_gpt":0.4006665963095335,"score_spread":0.33667736734452663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101209919","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":[0.906567,0.0004665742,0.0003909772,0.0048975428,0.00012003893,0.00038892886,0.000036352085,0.00014906694,0.08698355],"genre_scores_gemma":[0.9958858,0.000054383476,0.00016705644,0.0010220489,0.0003157751,0.000015009011,0.0000057021753,0.000008185227,0.0025260297],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99808836,0.0007077917,0.000177112,0.00027603746,0.00035430898,0.00039638102],"domain_scores_gemma":[0.9992516,0.00038481908,0.0001113594,0.00003825357,0.000049413913,0.00016452726],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00057397893,0.000120910496,0.00019219627,0.000015439018,0.0018351646,0.00014926259,0.00021112023,0.00009021948,0.00005194216],"category_scores_gemma":[0.00027054542,0.00012345292,0.00005307568,0.0013521331,0.00044660966,0.00015135392,0.000082923296,0.000113129696,0.00003802528],"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":[0.000029490477,0.000019365774,0.0156248445,0.000015117472,0.000026983786,7.616787e-7,0.95546246,2.0126572e-7,0.000008585078,0.013289346,0.012170017,0.003352812],"study_design_scores_gemma":[0.00029193773,0.000055512333,0.0067041116,0.000014713802,0.000023324434,8.060728e-8,0.96511865,7.4075626e-7,0.0000011333555,0.0032578819,0.024316631,0.00021530599],"about_ca_topic_score_codex":0.0040989593,"about_ca_topic_score_gemma":0.003158045,"teacher_disagreement_score":0.089318834,"about_ca_system_score_codex":0.00012616746,"about_ca_system_score_gemma":0.00014338673,"threshold_uncertainty_score":0.99946433},"labels":[],"label_agreement":null},{"id":"W3103071647","doi":"","title":"Code Black : y’a pas urgence, mais…","year":2015,"lang":"fr","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); Computer science; Programming language; Set (abstract data type)","score_opus":0.08203090456617006,"score_gpt":0.3234743372245165,"score_spread":0.24144343265834645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103071647","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028467938,0.0011132495,0.0008600973,0.028288499,0.0037162122,0.00019309387,0.0000038222875,0.00007810098,0.937279],"genre_scores_gemma":[0.36371768,0.00026243547,0.0002841226,0.0010053195,0.00042005948,0.0000028486038,0.0000011709425,0.000006390872,0.6343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982405,0.00016124386,0.00020010742,0.0002872583,0.00058377004,0.000527167],"domain_scores_gemma":[0.99918383,0.000041074643,0.00006273851,0.00021496184,0.00008594506,0.0004114683],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006529352,0.00013653956,0.00014245436,0.000047433477,0.00015555517,0.00014632921,0.0004927578,0.00010231032,0.004897298],"category_scores_gemma":[0.000064436106,0.000120145356,0.00007233562,0.00062127545,0.0012776215,0.00050186005,0.00016214012,0.00009048748,0.009365817],"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":[0.0000049427695,0.00009479286,0.002530373,0.000015255898,0.000015241057,0.0000142514855,0.011598253,0.00006777908,0.0000020052385,0.5197563,0.4493243,0.016576452],"study_design_scores_gemma":[0.00016462462,0.00004788145,0.00043700493,0.000023230019,0.000025905389,3.8430454e-7,0.038284935,0.0006839243,0.0000098889295,0.011554196,0.9485801,0.00018791344],"about_ca_topic_score_codex":0.0012303852,"about_ca_topic_score_gemma":0.0033860537,"teacher_disagreement_score":0.50820214,"about_ca_system_score_codex":0.00007302176,"about_ca_system_score_gemma":0.00015260644,"threshold_uncertainty_score":0.9960124},"labels":[],"label_agreement":null},{"id":"W3105164182","doi":"","title":"Six University Canada/US/Mexico exchange program in Earth Hazards (EHaz)","year":2005,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earth (classical element); Geography; Geology; Physics","score_opus":0.013738549326216602,"score_gpt":0.25254799288882274,"score_spread":0.23880944356260614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105164182","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":[0.6657907,0.00005365574,5.845454e-7,0.0016440571,0.00014912075,0.0002163802,0.0000018436775,0.00007804309,0.3320656],"genre_scores_gemma":[0.9861338,0.00006383553,0.00046361587,0.00024550114,0.00018422522,0.000003081795,0.0000036294728,0.000008045577,0.012894269],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983864,0.000109403634,0.000177273,0.0002780205,0.0004949033,0.00055401],"domain_scores_gemma":[0.99944705,0.00008161087,0.00010471321,0.00014767601,0.000046895868,0.00017204955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005946199,0.00012055181,0.00013176288,0.0000874304,0.00032233173,0.000090061076,0.00039680785,0.00007646937,0.00002048465],"category_scores_gemma":[0.00014101394,0.00012969789,0.000037001493,0.00035084822,0.00014065692,0.00029776397,0.00008270109,0.00016043434,0.000047795496],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000535178,0.0007023995,0.5956224,0.00011149582,0.00004437976,0.00053158647,0.019270547,0.007268792,0.00006223274,0.001882313,0.02295893,0.35149142],"study_design_scores_gemma":[0.00022192378,0.000020060908,0.27493498,0.00006487444,0.0000079069305,2.3719124e-7,0.0043018623,0.000116800715,0.000026238038,0.000012145121,0.7201165,0.0001764498],"about_ca_topic_score_codex":0.9030912,"about_ca_topic_score_gemma":0.9982954,"teacher_disagreement_score":0.69715756,"about_ca_system_score_codex":0.0001954888,"about_ca_system_score_gemma":0.00038612017,"threshold_uncertainty_score":0.52889264},"labels":[],"label_agreement":null},{"id":"W3106942604","doi":"10.31542/muse.v4i1.1894","title":"Flattening the Curve","year":2020,"lang":"en","type":"article","venue":"MacEwan University Student eJournal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Transformative learning; Blame; Pandemic; Public relations; Political science; Population; Government (linguistics); Action (physics); Coronavirus disease 2019 (COVID-19); Public administration; Sociology; Psychology; Law; Social psychology; Medicine","score_opus":0.028362001485258546,"score_gpt":0.27661505351118426,"score_spread":0.2482530520259257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106942604","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":[0.42330685,0.00006516059,0.002157171,0.050953243,0.00032956348,0.00021775854,0.0000017175993,0.00008441415,0.52288413],"genre_scores_gemma":[0.98537606,0.000087655615,0.00004597607,0.00079389324,0.00022996652,6.315365e-8,2.561072e-7,0.0000025622853,0.013463565],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999014,0.0001597427,0.00005307788,0.00011987015,0.00044847862,0.0002048009],"domain_scores_gemma":[0.9996746,0.00003344703,0.000055415305,0.000063321306,0.000033840326,0.00013938431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027000776,0.000057077927,0.00006422811,0.000028399241,0.0011844857,0.00013260344,0.00072696165,0.000020628704,0.00030344463],"category_scores_gemma":[0.000021341186,0.00004501572,0.000062991894,0.0002764195,0.00019366569,0.00019972773,0.00020847515,0.00015683466,0.00007788627],"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":[0.00011572735,0.0001239557,0.4105568,0.000013328736,0.00026335512,0.0005291715,0.3676262,0.00045341268,0.00018388376,0.07080327,0.11929673,0.030034179],"study_design_scores_gemma":[0.00026295715,0.00002719739,0.03578474,0.000008805092,0.00003256798,5.617372e-7,0.17185532,0.00006334436,0.000003943619,0.00003916445,0.7918336,0.000087828885],"about_ca_topic_score_codex":0.00011836355,"about_ca_topic_score_gemma":0.00040533327,"teacher_disagreement_score":0.67253685,"about_ca_system_score_codex":0.000052386167,"about_ca_system_score_gemma":0.000041218318,"threshold_uncertainty_score":0.91102266},"labels":[],"label_agreement":null},{"id":"W3107011714","doi":"10.1088/1755-1315/588/5/052056","title":"Resilient Leaders for Resilient Cities","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","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":"Université Laval","funders":"","keywords":"Variety (cybernetics); Sensibility; Reflexivity; Resilience (materials science); Sociology; Psychological resilience; Epistemology; Knowledge management; Business; Psychology; Engineering ethics; Cognitive science; Political science; Computer science; Social psychology; Engineering; Artificial intelligence; Social science; Philosophy","score_opus":0.032896876259287645,"score_gpt":0.2500002780654124,"score_spread":0.21710340180612478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107011714","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":[0.9564834,0.00016047686,0.00027177893,0.0079608355,0.0002754615,0.00055166055,0.00002577304,0.000067793124,0.034202807],"genre_scores_gemma":[0.9913193,0.0004854623,0.0005415077,0.00077138114,0.00009202631,0.000023812581,0.000005215872,0.000006341151,0.0067549674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980601,0.000041751795,0.00017469659,0.0005245578,0.00061087054,0.0005880288],"domain_scores_gemma":[0.99931407,0.00003549641,0.00006245223,0.00014574957,0.000017007986,0.0004252096],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00034557606,0.00015011277,0.00014532117,0.00005350754,0.0012469018,0.00030328592,0.00048098268,0.00004405025,0.00029358704],"category_scores_gemma":[0.000105972285,0.000138497,0.000041503554,0.00024303375,0.0060862955,0.0009656315,0.0001980392,0.00007846087,0.000038213744],"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":[0.0008196636,0.00025588862,0.014907666,0.00025005016,0.000047577334,0.000030089854,0.29814243,0.00034763475,0.20609047,0.3063805,0.0061139297,0.1666141],"study_design_scores_gemma":[0.00085109135,0.0009236808,0.032943264,0.0000548044,0.000032927408,0.000002860365,0.4064072,0.0007858625,0.031684104,0.0016348917,0.5238276,0.0008517101],"about_ca_topic_score_codex":0.00009213224,"about_ca_topic_score_gemma":0.00025420205,"teacher_disagreement_score":0.51771367,"about_ca_system_score_codex":0.00003224233,"about_ca_system_score_gemma":0.00012006263,"threshold_uncertainty_score":0.99661857},"labels":[],"label_agreement":null},{"id":"W3108077296","doi":"10.5751/es-11987-250431","title":"The role of collaborative research in learning to incorporate values of the public in social&amp;#8211;ecological system governance: case study of bushfire risk planning","year":2020,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Department of Environment, Land, Water and Planning, State Government of Victoria","keywords":"Corporate governance; Social learning; Collaborative governance; Risk governance; Ecology; Environmental resource management; Environmental planning; Sociology; Business; Geography; Environmental science; Biology","score_opus":0.06192386017844378,"score_gpt":0.3651332420789491,"score_spread":0.30320938190050534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108077296","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":[0.99556017,0.0001666865,9.2418884e-7,0.0012470332,0.000051373096,0.00056308485,0.0000032969392,0.000005977975,0.0024014348],"genre_scores_gemma":[0.99972385,0.00006844461,0.00002119674,0.00001934772,0.000028055589,0.000030334168,1.689116e-7,0.0000025972238,0.00010601353],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9968764,0.0021662954,0.00027122785,0.00017537246,0.00027902774,0.00023167505],"domain_scores_gemma":[0.99872404,0.0007795392,0.00025197765,0.0000683531,0.00014046226,0.000035632667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034298203,0.000058585312,0.00021389419,0.000020037349,0.0009975677,0.000024135443,0.00028946548,0.00010628613,0.000004133722],"category_scores_gemma":[0.0005608447,0.000037826052,0.000036731282,0.0012578649,0.0007943212,0.00007555536,0.00030530238,0.0003510578,6.484022e-7],"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":[0.000021328959,0.0000991943,0.6808528,0.000019111925,0.000021186004,0.000008926559,0.31391102,0.00022280938,0.000024993817,0.004307625,0.00019024145,0.0003208335],"study_design_scores_gemma":[0.00023163809,0.00016294222,0.2983231,0.0000120318555,0.000005118204,2.6018307e-7,0.7001117,0.00015662085,0.0000044143903,0.0003182608,0.0006437431,0.000030163048],"about_ca_topic_score_codex":0.00081730157,"about_ca_topic_score_gemma":0.009580879,"teacher_disagreement_score":0.3862007,"about_ca_system_score_codex":0.00007199962,"about_ca_system_score_gemma":0.0001615805,"threshold_uncertainty_score":0.7672585},"labels":[],"label_agreement":null},{"id":"W3110154526","doi":"10.20965/jdr.2020.p0833","title":"Social, Economic and Health Effects of the 2016 Alberta Wildfires: Pediatric Resilience","year":2020,"lang":"en","type":"article","venue":"Journal of Disaster Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University; University of Alberta; University of Calgary","funders":"","keywords":"Snowball sampling; Influencer marketing; Mental health; Community resilience; Government (linguistics); Psychological resilience; Disaster recovery; Focus group; Nonprobability sampling; Suicide prevention; Poison control; Psychology; Public relations; Environmental health; Political science; Medicine; Sociology; Business; Social psychology; Psychiatry; Engineering","score_opus":0.07011933919696103,"score_gpt":0.40786720716916025,"score_spread":0.33774786797219924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110154526","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":[0.936817,0.0011648119,0.000012288922,0.05303205,0.00021231643,0.00033312128,8.030127e-7,0.0000029854768,0.008424627],"genre_scores_gemma":[0.99645364,0.001136265,0.00001712828,0.00028030455,0.00060428353,0.0000018622549,5.352568e-8,0.0000067680703,0.0014996842],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99762976,0.00069799396,0.00036125322,0.00014977627,0.0007980063,0.00036322424],"domain_scores_gemma":[0.99883795,0.00044530636,0.00030288717,0.00011035506,0.00008462255,0.00021886178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018755944,0.00007296445,0.00021345727,0.00010734189,0.0005090825,0.00011347785,0.00078752724,0.000040634928,0.000031155123],"category_scores_gemma":[0.00039806784,0.000047013295,0.00009086928,0.00039902862,0.0006371865,0.00033667526,0.00027503376,0.0002894669,0.000017323246],"study_design_candidate":"observational","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":[0.00025601074,0.0003185012,0.33827916,0.0014254188,0.000111769565,0.000019865769,0.34365055,0.000033528977,0.00038003715,0.021290883,0.2623512,0.031883065],"study_design_scores_gemma":[0.004691444,0.00338967,0.6995571,0.0010319026,0.00015166719,0.000010095295,0.1342214,0.00021376637,0.00038139796,0.0097424565,0.14585008,0.0007589582],"about_ca_topic_score_codex":0.0010469841,"about_ca_topic_score_gemma":0.00056310993,"teacher_disagreement_score":0.361278,"about_ca_system_score_codex":0.000079969126,"about_ca_system_score_gemma":0.0006086759,"threshold_uncertainty_score":0.39155024},"labels":[],"label_agreement":null},{"id":"W3110313841","doi":"10.5772/intechopen.94489","title":"Disaster Management: A State-of-the-Art Review","year":2020,"lang":"en","type":"review","venue":"IntechOpen eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Northern Alberta Institute of Technology; Royal Roads University; University of Alberta","funders":"","keywords":"Emergency management; Business; Environmental planning; Preparedness; Flexibility (engineering); Flood myth; Hazard; Corporate governance; Disaster response; Environmental resource management; Risk analysis (engineering); Political science; Geography; Management","score_opus":0.04081537661296736,"score_gpt":0.3601920476939149,"score_spread":0.3193766710809475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110313841","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.2285037e-8,0.53900397,0.000026161651,0.00016380602,0.00028560942,0.0018351275,0.0000069428143,0.000031939093,0.45864642],"genre_scores_gemma":[0.0000018788991,0.8361506,0.00005175201,0.00048711526,0.00005866754,0.0001875525,0.0000035995288,0.000028981347,0.16302986],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974047,0.000440085,0.0007045978,0.00044331618,0.0006511072,0.00035620536],"domain_scores_gemma":[0.99860007,0.000067348294,0.00052800745,0.000648878,0.000045228444,0.00011047775],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005687249,0.00032305476,0.0011326926,0.00008593244,0.00019336557,0.000119013246,0.0024322204,0.0000871778,0.00026895537],"category_scores_gemma":[0.00007064057,0.00020710676,0.0006784291,0.0003894891,0.0005093411,0.000093139875,0.0010401311,0.00032664585,0.0009206934],"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":[0.0000010722352,0.000009873431,2.1573801e-7,0.020705406,0.0001020486,0.000012083845,0.0005498473,6.415194e-9,1.46818895e-8,0.0038900918,0.02423747,0.95049185],"study_design_scores_gemma":[0.000041285497,0.000009772367,1.3936067e-7,0.07220682,0.0004415091,9.1242833e-7,0.00016928221,6.026451e-8,2.1394713e-7,0.00043402152,0.92647845,0.00021756024],"about_ca_topic_score_codex":0.00003205837,"about_ca_topic_score_gemma":0.00013369534,"teacher_disagreement_score":0.9502743,"about_ca_system_score_codex":0.0000861419,"about_ca_system_score_gemma":0.00016377438,"threshold_uncertainty_score":0.9998572},"labels":[],"label_agreement":null},{"id":"W3110956499","doi":"10.18280/ijsse.100512","title":"Analysis on Emergency and Disaster Preparedness Level of Hospitality Industry in Palu and Gorontalo Cities","year":2020,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Indonesia","keywords":"Emergency management; Tourism; Business; Preparedness; Hospitality; Natural disaster; Resilience (materials science); Government (linguistics); Disaster preparedness; Hospitality industry; Focus group; Marketing; Geography; Economic growth; Political science","score_opus":0.028511637661741914,"score_gpt":0.2913006936317028,"score_spread":0.2627890559699609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110956499","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":[0.99681926,0.00022716621,0.00065624685,0.0013056514,0.00015329417,0.00003406545,0.000016571363,0.0000028762947,0.0007848558],"genre_scores_gemma":[0.99910206,0.00072124583,0.00003468328,0.00002945358,0.00007694475,3.1957998e-7,9.516291e-7,0.0000019780475,0.000032376825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931175,0.000023598846,0.0002540545,0.00008208939,0.00025754765,0.00007097641],"domain_scores_gemma":[0.9997177,0.000034966422,0.00009846125,0.000023892499,0.000055664434,0.000069302645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024529136,0.00005717214,0.00014468738,0.00010628035,0.000025389721,0.000027503711,0.000118173346,0.000060176106,0.000028672845],"category_scores_gemma":[0.00007607219,0.000052589898,0.000036572626,0.00012665078,0.000055822835,0.00026192996,0.0000576381,0.0001675426,6.086919e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003949216,0.00013468681,0.6650596,0.00015739958,0.00095848367,0.000054457792,0.29172882,0.0058146277,0.00012946328,0.022695065,0.00006505199,0.012807398],"study_design_scores_gemma":[0.0009106961,0.0001551517,0.9291682,0.0002124526,0.00013471079,0.000003795384,0.055737015,0.010600247,0.000035527246,0.0010224872,0.0017692802,0.00025040234],"about_ca_topic_score_codex":0.00015892339,"about_ca_topic_score_gemma":0.0002911313,"teacher_disagreement_score":0.2641086,"about_ca_system_score_codex":0.00002628803,"about_ca_system_score_gemma":0.000012294455,"threshold_uncertainty_score":0.21445538},"labels":[],"label_agreement":null},{"id":"W3111457212","doi":"10.3138/topia-022","title":"Triage Culture: On Losing and (Re)Gaining Trust at the Time of COVID-19","year":2020,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Solidarity; Scarcity; Triage; Coronavirus disease 2019 (COVID-19); Persistence (discontinuity); Pandemic; Product (mathematics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Gesture; Public relations; Psychology; Business; Political science; Sociology; Medicine; Medical emergency; Computer science; Virology; Disease; Outbreak; Engineering; Economics; Law; Artificial intelligence; Pathology","score_opus":0.08595165119151695,"score_gpt":0.3419308791493053,"score_spread":0.2559792279577884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111457212","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":[0.85796916,0.008022335,0.0000038490407,0.09137994,0.00028043133,0.00019994914,0.000008083887,0.000008319554,0.042127933],"genre_scores_gemma":[0.9886416,0.0006459117,0.000021371001,0.0028697387,0.0002805238,6.8120397e-7,3.901382e-7,0.0000028161344,0.007536947],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918497,0.00011722368,0.00020028025,0.000083766834,0.00023058373,0.00018317135],"domain_scores_gemma":[0.9992467,0.00009127348,0.000178886,0.000039795534,0.000091157126,0.00035214773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003476338,0.000079368765,0.00019478974,0.000029929251,0.0008040648,0.000069669724,0.00020784175,0.000025511767,0.0001547051],"category_scores_gemma":[0.00084791175,0.000042680596,0.00006575043,0.00016637918,0.0005583509,0.0001466773,0.00003277516,0.00009547757,0.0000070560736],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008365771,0.00000739353,0.008802412,0.00006369346,0.00028639965,0.00009608868,0.8068074,0.00018441745,0.00016795233,0.008238848,0.17040236,0.004859392],"study_design_scores_gemma":[0.00058830774,0.0002409839,0.0024324146,0.000088807734,0.000091540685,0.000004948885,0.32968378,0.00001068204,0.0000613078,0.0004106422,0.66623664,0.00014992648],"about_ca_topic_score_codex":0.0021795689,"about_ca_topic_score_gemma":0.03246456,"teacher_disagreement_score":0.4958343,"about_ca_system_score_codex":0.00013503344,"about_ca_system_score_gemma":0.0001652951,"threshold_uncertainty_score":0.98519045},"labels":[],"label_agreement":null},{"id":"W3111618758","doi":"10.1093/cjres/rsaa029","title":"Disrupting the riskscapes of inequities: a case study of planning for resilience in Canada’s Metro Vancouver region","year":2020,"lang":"en","type":"article","venue":"Cambridge Journal of Regions Economy and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Corporate governance; Colonialism; Context (archaeology); Geography; Indigenous; Psychological resilience; Flood myth; Environmental planning; Distribution (mathematics); Resilience (materials science); Political science; Regional science; Economic geography; Archaeology; Business","score_opus":0.04547721277412358,"score_gpt":0.29397863319789574,"score_spread":0.24850142042377216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111618758","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":[0.99625254,0.00034420463,0.001211476,0.0009555283,0.00009761246,0.00026602842,0.000002076217,0.0000017931386,0.0008687395],"genre_scores_gemma":[0.99946225,0.00010597543,0.000088566085,0.00015831928,0.00009443403,0.0000041219128,8.438965e-8,0.0000034874233,0.00008276449],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99906254,0.00009554791,0.00044278806,0.000107342916,0.0001354554,0.00015633456],"domain_scores_gemma":[0.9988181,0.00037107815,0.0005619419,0.00007456604,0.00009907349,0.00007523091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006349762,0.00007152992,0.00025886105,0.000031653704,0.00026994233,0.0000238008,0.000222592,0.000025115925,8.9573876e-7],"category_scores_gemma":[0.00013383476,0.000053063603,0.00010080367,0.0001884947,0.00020363135,0.0002739414,0.00005125104,0.0001237903,1.2890981e-8],"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":[0.00015352272,0.00019946248,0.35215035,0.00037297103,0.00028871634,0.00038864437,0.5654321,0.004875458,0.000013162823,0.0036508583,0.06896707,0.0035077375],"study_design_scores_gemma":[0.000590945,0.0001810365,0.0025113563,0.000064888336,0.000048640286,0.000010872614,0.9906204,0.0007574531,0.000007310834,0.000033695782,0.005107678,0.00006575963],"about_ca_topic_score_codex":0.12942879,"about_ca_topic_score_gemma":0.40547976,"teacher_disagreement_score":0.42518833,"about_ca_system_score_codex":0.000092773604,"about_ca_system_score_gemma":0.00056571927,"threshold_uncertainty_score":0.8763684},"labels":[],"label_agreement":null},{"id":"W3111813393","doi":"10.3138/topia-008","title":"The Emergence of Emergency","year":2020,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Argument (complex analysis); Preparedness; Pandemic; Context (archaeology); Public health; Political science; Emergency management; Disaster preparedness; Public relations; Medical emergency; Coronavirus disease 2019 (COVID-19); Public administration; Sociology; Medicine; History; Nursing; Law; Disease; Infectious disease (medical specialty)","score_opus":0.09720164572420494,"score_gpt":0.35537584853372367,"score_spread":0.25817420280951875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111813393","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":[0.7000024,0.037523855,0.000018430346,0.12324914,0.0045596366,0.00024236494,0.000004598864,0.000011025192,0.13438855],"genre_scores_gemma":[0.9903887,0.005168215,0.00002547443,0.000118301665,0.00034464113,6.363747e-7,5.7096436e-8,0.0000017075299,0.0039522545],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992189,0.000059607682,0.0002590262,0.000049948045,0.00022175502,0.00019080607],"domain_scores_gemma":[0.99922705,0.000025384841,0.00017379619,0.000038954557,0.00031965223,0.00021518266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022789428,0.00005296452,0.000121301266,0.000017726945,0.00061720057,0.000025437172,0.00038266124,0.000014335669,0.0002105182],"category_scores_gemma":[0.0004930743,0.000029104986,0.00008185286,0.00022771567,0.00030466152,0.00017447972,0.000018596424,0.000065697786,0.0000071822765],"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":[0.000019782496,0.00000765327,0.030946475,0.00004787194,0.0003782844,0.000036928115,0.34324554,0.000065004446,0.00012318579,0.109379895,0.49379012,0.021959262],"study_design_scores_gemma":[0.00007212998,0.00007124393,0.0067784428,0.00002278299,0.000031016858,4.9505866e-7,0.25639823,0.0000019358424,0.000027434457,0.0012142132,0.73530614,0.000075934404],"about_ca_topic_score_codex":0.0038911563,"about_ca_topic_score_gemma":0.12856996,"teacher_disagreement_score":0.29038632,"about_ca_system_score_codex":0.000018833802,"about_ca_system_score_gemma":0.00015207598,"threshold_uncertainty_score":0.88733137},"labels":[],"label_agreement":null},{"id":"W3114823447","doi":"10.17225/jhp00170","title":"Uncertainty to normality using ethnographic and qualitative research: a personal view","year":2020,"lang":"en","type":"article","venue":"The Journal of Haemophilia Practice","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":"Canadian Hemophilia Society","funders":"","keywords":"Publishing; Publication; Variety (cybernetics); Ethnography; Pharmacy; Normality; Medicine; Qualitative research; Library science; Medical education; Public relations; Sociology; Advertising; Computer science; Social science; Nursing; Political science; Business; Law","score_opus":0.38644276980597936,"score_gpt":0.5456058893651581,"score_spread":0.15916311955917872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114823447","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":[0.7547492,0.0012778906,0.00052315387,0.23305067,0.00014373215,0.0003078227,0.0000023176535,0.0000092890405,0.009935967],"genre_scores_gemma":[0.99455553,0.000819169,0.00080887903,0.0033855557,0.00031207319,8.035402e-7,7.9800884e-8,0.0000055090127,0.000112410715],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9931456,0.0050104964,0.00028625166,0.000115729905,0.0011570033,0.0002849054],"domain_scores_gemma":[0.99616235,0.0025898365,0.0002848704,0.000088129585,0.000601905,0.0002729145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017675549,0.00007874182,0.00016574962,0.00009859476,0.0008229634,0.00014306644,0.00045646355,0.000035063505,0.00004774097],"category_scores_gemma":[0.006634683,0.000051590618,0.000054161465,0.000999311,0.0007120453,0.0009491674,0.00016641688,0.0005382644,0.000013763217],"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":[0.00069276756,0.000062498264,0.0001026843,0.00004088172,0.000087337765,0.00004332057,0.98565614,0.00016516159,0.00035436157,0.004457334,0.0029697232,0.005367803],"study_design_scores_gemma":[0.00024970458,0.00036197697,0.00038348456,0.00009047091,0.00012982919,0.000030368003,0.8613918,0.00030136394,0.000010714407,0.0022347472,0.13470231,0.00011326497],"about_ca_topic_score_codex":0.001016014,"about_ca_topic_score_gemma":0.00019911773,"teacher_disagreement_score":0.23980637,"about_ca_system_score_codex":0.00004923783,"about_ca_system_score_gemma":0.00021682603,"threshold_uncertainty_score":0.7942814},"labels":[],"label_agreement":null},{"id":"W3115795812","doi":"10.48336/jj3f-yr94","title":"An assessment of the influence of a country's level of empowerment on its resilience to maintain health and well-being after the impact of a natural disaster","year":2021,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","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":"Memorial University of Newfoundland","funders":"","keywords":"Natural disaster; Empowerment; Life expectancy; Psychological resilience; Resilience (materials science); Language change; Political science; Development economics; Economic growth; Socioeconomics; Psychology; Geography; Environmental health; Medicine; Sociology; Economics; Social psychology; Population","score_opus":0.024075077235254677,"score_gpt":0.3585069417748829,"score_spread":0.33443186453962825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115795812","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":[0.9776251,0.000028639746,0.0000065660233,0.00009774064,0.0014076612,0.001145597,0.00005795765,0.0000074444797,0.019623302],"genre_scores_gemma":[0.9833767,0.000112001224,0.00003354271,0.000006684446,0.00024897678,6.848686e-7,0.00001469484,0.000010919095,0.0161958],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99427396,0.0023251765,0.00038994514,0.0005473874,0.0019745666,0.000488993],"domain_scores_gemma":[0.99700534,0.0003861485,0.00059518253,0.000662344,0.0010885051,0.00026250412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015190511,0.00024014676,0.00054737285,0.00060731045,0.00084620184,0.00006796564,0.0017569045,0.00019273424,0.000023372897],"category_scores_gemma":[0.00024627504,0.00018832668,0.00025121754,0.001877952,0.0010795929,0.00045311535,0.0004961363,0.0005583996,4.9961363e-7],"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":[0.06867548,0.0046814242,0.09082705,0.004952128,0.0024280143,0.00094973063,0.4999559,0.013534891,0.12270893,0.18528897,0.0032770492,0.0027204475],"study_design_scores_gemma":[0.0037391004,0.0048361425,0.43779528,0.003909199,0.00032425605,0.0000032976861,0.53587025,0.0001796761,0.007956938,0.00029256713,0.0042078784,0.00088542595],"about_ca_topic_score_codex":0.013967367,"about_ca_topic_score_gemma":0.005778052,"teacher_disagreement_score":0.3469682,"about_ca_system_score_codex":0.0008608458,"about_ca_system_score_gemma":0.0033835317,"threshold_uncertainty_score":0.9925987},"labels":[],"label_agreement":null},{"id":"W3116441867","doi":"10.14430/arctic71586","title":"Frequent Flooding and Perceived Adaptive Capacity of Subarctic Kashechewan First Nation, Canada","year":2020,"lang":"en","type":"article","venue":"ARCTIC","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Environment and Protected Areas; University of Alberta","funders":"University of Alberta","keywords":"Adaptive capacity; Flooding (psychology); Risk perception; Natural hazard; Social capital; Maladaptation; Geography; Psychological resilience; Environmental resource management; Business; Environmental planning; Perception; Political science; Climate change; Economics; Psychology; Social psychology; Ecology","score_opus":0.057981416293806765,"score_gpt":0.2323899076760371,"score_spread":0.17440849138223033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116441867","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":[0.98336375,0.00004102355,0.00004569026,0.0070258407,0.00010911512,0.00015984463,0.0000032430926,0.000016947457,0.009234537],"genre_scores_gemma":[0.9992178,0.00003057467,0.00015201801,0.00037297016,0.00005513995,0.000003264043,7.806199e-7,0.000003646971,0.0001638159],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992345,0.000061260995,0.000111597794,0.0001510939,0.0002871084,0.00015442069],"domain_scores_gemma":[0.99962586,0.00008234139,0.000053219155,0.000058359765,0.00006837482,0.00011186107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012745429,0.000059586848,0.000092529786,0.000018828057,0.00024691413,0.000025619418,0.00013795869,0.000020918893,0.00009803812],"category_scores_gemma":[0.00025547875,0.000057282392,0.000018502487,0.00017934447,0.00019854889,0.00014215692,0.000038393595,0.000059335915,0.0000030371775],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000771389,0.0001554412,0.4113253,0.00076446694,0.00025626956,0.000041207208,0.46115315,0.0008464678,0.0020740367,0.11579455,0.0037389095,0.003773055],"study_design_scores_gemma":[0.0015012032,0.00037976124,0.7510594,0.00035146493,0.00025287742,0.0000021862975,0.20501947,0.0065946225,0.00054344017,0.008244847,0.025055038,0.0009956785],"about_ca_topic_score_codex":0.782584,"about_ca_topic_score_gemma":0.9173881,"teacher_disagreement_score":0.33973408,"about_ca_system_score_codex":0.000092302114,"about_ca_system_score_gemma":0.00015278732,"threshold_uncertainty_score":0.23359081},"labels":[],"label_agreement":null},{"id":"W3116553706","doi":"10.29122/jstmb.v15i2.4502","title":"REGIONAL PLANNING AND DEVELOPMENT BASED ON DISASTER RISK REDUCTION IN BANTEN PROVINCE","year":2020,"lang":"en","type":"article","venue":"Jurnal Sains dan Teknologi Mitigasi Bencana","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Encana (Canada)","funders":"","keywords":"Disaster risk reduction; Typology; Vulnerability (computing); Geography; Environmental planning; Unit (ring theory); Hazard; Business; Computer science","score_opus":0.037273720383415365,"score_gpt":0.27652369363338103,"score_spread":0.23924997324996566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116553706","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":[0.9819325,0.00012812957,0.0002957466,0.0063873474,0.000119140794,0.00030215227,0.0000033447332,0.00007487037,0.010756764],"genre_scores_gemma":[0.9978259,0.000033791002,0.00076717103,0.00087722804,0.00015080007,0.000012757693,0.000006638081,0.000008984449,0.00031672462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983898,0.00018839726,0.00024680037,0.000386606,0.00040872744,0.00037970228],"domain_scores_gemma":[0.9994853,0.000065045126,0.00013806898,0.00009816859,0.000031067648,0.00018235102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035373753,0.00014696235,0.00015381211,0.00013415013,0.00041330446,0.0001012346,0.0002788197,0.00008323763,0.00002246688],"category_scores_gemma":[0.00020626251,0.00012788239,0.00002854512,0.00033620553,0.00032774868,0.00022423553,0.00006649156,0.000278085,0.000010230627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035324224,0.00027877794,0.77371764,0.000074360454,0.00005745009,0.00031453616,0.0541927,0.0019702099,0.00036720422,0.0048056273,0.0073138853,0.1565544],"study_design_scores_gemma":[0.0013100626,0.00045943478,0.82076114,0.0003838229,0.000030618787,0.000005166325,0.055335473,0.002754827,0.00021887837,0.00029044613,0.11777355,0.0006765662],"about_ca_topic_score_codex":0.0002274441,"about_ca_topic_score_gemma":0.0012183108,"teacher_disagreement_score":0.15587783,"about_ca_system_score_codex":0.00015607307,"about_ca_system_score_gemma":0.0002806933,"threshold_uncertainty_score":0.52148926},"labels":[],"label_agreement":null},{"id":"W3117369423","doi":"10.1080/0145935x.2020.1835169","title":"Covid: What’s Next for Indigenous People?","year":2020,"lang":"en","type":"article","venue":"Child & Youth Services","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":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Indigenous; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Recall; Psychology; Pandemic; Sociology; Social psychology; Medicine; Virology; Cognitive psychology; Biology","score_opus":0.028066121393018655,"score_gpt":0.2749433885009063,"score_spread":0.24687726710788768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117369423","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":[0.9128891,0.0021079849,0.00019129878,0.025796896,0.0012306536,0.0015503659,0.000032372096,0.0003848794,0.055816453],"genre_scores_gemma":[0.9861631,0.0005538914,0.000055147895,0.012152502,0.0006457933,0.000018496045,0.000037451824,0.00001278913,0.00036082914],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99884635,0.000043598884,0.00015067548,0.00030026154,0.00028614348,0.00037296402],"domain_scores_gemma":[0.9993918,0.00003933506,0.00009019805,0.00013821082,0.000043638873,0.00029682828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017844186,0.000118447555,0.00015275621,0.000035324967,0.00080328155,0.00085893384,0.0006822158,0.00005952759,0.00017109336],"category_scores_gemma":[0.000021241192,0.00010679365,0.00007814582,0.00031870263,0.000073617484,0.0013528316,0.000099468234,0.00006889352,0.00012727462],"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":[0.000031470725,0.000043809112,0.0064294897,0.00027154034,0.000026858645,0.0000014737043,0.98215544,0.000021045775,0.000005497037,0.0025765758,0.00018285488,0.008253936],"study_design_scores_gemma":[0.00043326803,0.00008402104,0.006740493,0.00008356923,0.00006553727,1.4001175e-7,0.8682814,0.00011372447,0.000015163605,0.00046487735,0.12343675,0.0002810205],"about_ca_topic_score_codex":0.0012220314,"about_ca_topic_score_gemma":0.0072469166,"teacher_disagreement_score":0.12325389,"about_ca_system_score_codex":0.000019942954,"about_ca_system_score_gemma":0.00007392567,"threshold_uncertainty_score":0.82827187},"labels":[],"label_agreement":null},{"id":"W3118755721","doi":"10.3126/japfcsc.v4i1.34144","title":"Mountain Disasters and Rescue Mechanism in Nepal","year":2021,"lang":"en","type":"article","venue":"Journal of APF Command and Staff College","topic":"Disaster Management and Resilience","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":"The Alberta Paraplegic Foundation","funders":"","keywords":"Government (linguistics); Disaster risk reduction; Geography; Environmental planning; Business; Disaster area; Environmental resource management; Environmental protection","score_opus":0.011023938535067269,"score_gpt":0.27017936171708345,"score_spread":0.2591554231820162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118755721","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":[0.9775969,0.0005780085,0.00007936269,0.0028796287,0.0001870863,0.00006748204,0.0000038456787,0.0000033608533,0.018604364],"genre_scores_gemma":[0.99463725,0.001088943,0.0002472349,0.00010627661,0.00009066428,6.737043e-7,2.5827225e-7,0.0000034775892,0.0038252492],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9991161,0.00014993026,0.00021846264,0.00009180685,0.0002546165,0.00016903243],"domain_scores_gemma":[0.9996485,0.00006821255,0.00006317652,0.00005707943,0.000053967204,0.000109045635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054193713,0.000066945744,0.00017621736,0.000090887566,0.00020117093,0.00011362523,0.000109691835,0.000040806226,0.000027940956],"category_scores_gemma":[0.000047433005,0.000054998258,0.000033005283,0.00019147375,0.00012768978,0.00026775317,0.000073023744,0.00011701642,5.3265666e-7],"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":[0.00039313023,0.0005958466,0.013768257,0.00013339944,0.00011076141,0.0018053659,0.0583464,0.00005185746,0.000849988,0.89409596,0.0071735852,0.022675432],"study_design_scores_gemma":[0.0063206824,0.0008903826,0.020452965,0.0006377183,0.00010749182,0.00013680346,0.62808555,0.0007934967,0.0003159017,0.08626679,0.2553442,0.00064799446],"about_ca_topic_score_codex":0.00007038375,"about_ca_topic_score_gemma":0.0031796214,"teacher_disagreement_score":0.8078292,"about_ca_system_score_codex":0.000025575979,"about_ca_system_score_gemma":0.00008376476,"threshold_uncertainty_score":0.22427638},"labels":[],"label_agreement":null},{"id":"W3120309073","doi":"10.3126/dsaj.v14i0.29759","title":"Citizens’ Reflection on Democracy and Disaster in Nepal in the Wake of the 2015 Earthquake","year":2020,"lang":"en","type":"article","venue":"Dhaulagiri Journal of Sociology and Anthropology","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":"Mount Royal University","funders":"","keywords":"Wake; Reflection (computer programming); Democracy; Political science; Seismology; Geology; Politics; Law; Engineering; Computer science; Aerospace engineering","score_opus":0.03867792597767045,"score_gpt":0.35536875921650035,"score_spread":0.3166908332388299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120309073","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":[0.89779645,0.00039028266,0.000024467998,0.09907329,0.00024453786,0.00007794363,6.641085e-7,0.0000015683368,0.0023907775],"genre_scores_gemma":[0.996936,0.0007750033,0.000017575592,0.0020852867,0.00013661648,5.8360854e-7,1.7060256e-7,0.0000022702168,0.00004646707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986198,0.00074893964,0.0002509095,0.000100621095,0.00011481396,0.00016492573],"domain_scores_gemma":[0.999475,0.0002380226,0.00017684662,0.000050384017,0.000027366981,0.000032395234],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00073081726,0.00006363806,0.00018625215,0.00005428451,0.00023676029,0.000009911674,0.00019066718,0.00011202833,0.00005709768],"category_scores_gemma":[0.00016408673,0.00003544454,0.00004005346,0.00013431117,0.003300613,0.00008083674,0.000044641853,0.00031884466,0.0000012687644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041394954,0.00018171793,0.5942201,0.0000353333,0.000048862803,0.00007974457,0.30207643,0.000044881046,0.00082711666,0.08442939,0.0045021977,0.013140275],"study_design_scores_gemma":[0.0015752171,0.0009782319,0.68535864,0.00006592696,0.000035660505,0.00004626574,0.2564333,0.00004093432,0.000040924977,0.046984777,0.008304677,0.00013545381],"about_ca_topic_score_codex":0.00008080099,"about_ca_topic_score_gemma":0.00051272823,"teacher_disagreement_score":0.09913956,"about_ca_system_score_codex":0.000010055429,"about_ca_system_score_gemma":0.00003694726,"threshold_uncertainty_score":0.9994118},"labels":[],"label_agreement":null},{"id":"W3123111398","doi":"","title":"How Do Natural and Man-Made Disasters Affect International Trade? A Country-Level and Industry-Level Analysis","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":"Simon Fraser University","funders":"","keywords":"Endogeneity; Natural disaster; Gravity model of trade; Terrorism; Affect (linguistics); International trade; Trade barrier; Economics; International economics; Business; Geography; Econometrics","score_opus":0.024545343646681327,"score_gpt":0.29130340380729935,"score_spread":0.26675806016061804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123111398","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":[0.9706725,0.0027646006,0.0017995955,0.018078985,0.0006277557,0.00019809559,0.000014215226,0.000032840413,0.0058114454],"genre_scores_gemma":[0.9887914,0.0010670781,0.000068030786,0.00013748599,0.00033941827,0.000002973908,0.000005119629,0.000009136087,0.009579348],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9975412,0.00016298628,0.00015912295,0.00026283346,0.00069849176,0.0011753611],"domain_scores_gemma":[0.9994481,0.000054266486,0.00014414651,0.0000928576,0.000032989785,0.0002276371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015738417,0.00015982082,0.00019881371,0.0002553227,0.00034561582,0.0008149219,0.00038883483,0.00013201319,0.000011224482],"category_scores_gemma":[0.00014460718,0.00013117708,0.00007737476,0.00050467753,0.00032476662,0.00075523875,0.000085820546,0.001184105,0.000001393358],"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":[0.00033596077,0.00025304928,0.27488527,0.000024589088,0.0053874613,0.00005850647,0.035934158,0.0001173381,0.00018976447,0.50422347,0.0041232174,0.17446724],"study_design_scores_gemma":[0.00620801,0.0006872235,0.22034965,0.00012860761,0.0021324584,0.00034965258,0.58400154,0.0020042493,0.000023459294,0.10150311,0.08086027,0.001751764],"about_ca_topic_score_codex":0.00021602766,"about_ca_topic_score_gemma":0.00687055,"teacher_disagreement_score":0.5480674,"about_ca_system_score_codex":0.00045649754,"about_ca_system_score_gemma":0.00050577667,"threshold_uncertainty_score":0.7858311},"labels":[],"label_agreement":null},{"id":"W3123619935","doi":"","title":"Managerial Values and Accountability Pressures: Challenges of Crisis and Disaster","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":"University of Toronto","funders":"","keywords":"Accountability; Political economy; Climate change; Politics; Political science; Government (linguistics); Vigilance (psychology); Theory of change; Public administration; Economics; Psychology; Law","score_opus":0.012476306137219355,"score_gpt":0.2955779905045908,"score_spread":0.2831016843673715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123619935","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":[0.96695477,0.010583059,0.0005200296,0.0010966987,0.00018810894,0.00013905791,6.112354e-7,0.000014667269,0.020502985],"genre_scores_gemma":[0.97769815,0.021059996,0.000032510197,0.000024256184,0.00024138486,8.083792e-7,1.1290508e-7,0.0000052356036,0.000937573],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982675,0.00010962359,0.00018960577,0.00016691448,0.0003108401,0.0009555196],"domain_scores_gemma":[0.99960434,0.000083613544,0.00010353092,0.00009098336,0.000044357213,0.000073170355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00393297,0.00008361764,0.0001344393,0.00007235048,0.00026257828,0.00007129486,0.00018470823,0.00005389899,0.000017745786],"category_scores_gemma":[0.000056544624,0.00006811198,0.000035707602,0.00007735588,0.00032879238,0.00034515077,0.000068760186,0.00028115782,0.0000010091223],"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":[0.00027629556,0.00016669682,0.02013411,0.00009982947,0.00023406837,0.000003954242,0.06994414,0.0000019670476,0.000113350194,0.68921536,0.0002514439,0.21955878],"study_design_scores_gemma":[0.00057487277,0.00021505586,0.036553048,0.000030685645,0.000082372266,0.000011327864,0.4253328,0.000003524572,0.000028391967,0.5314345,0.005543907,0.00018953062],"about_ca_topic_score_codex":0.00029893313,"about_ca_topic_score_gemma":0.0074724285,"teacher_disagreement_score":0.35538867,"about_ca_system_score_codex":0.00007311619,"about_ca_system_score_gemma":0.00013473994,"threshold_uncertainty_score":0.41697904},"labels":[],"label_agreement":null},{"id":"W3124297635","doi":"10.1177/0095399712469198","title":"Understanding Information Exchange During Disaster Response","year":2012,"lang":"en","type":"article","venue":"Administration & Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Information exchange; Leverage (statistics); Information mapping; Computer science; Information theory; Information economics; Social exchange theory; Information system; Information needs; Knowledge management; Data science; Risk analysis (engineering); Management science; Business; Personal information management; Management information systems; Sociology; Economics; Political science; Microeconomics; World Wide Web","score_opus":0.08803863592567444,"score_gpt":0.31952308211704045,"score_spread":0.231484446191366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124297635","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":[0.9384307,0.0000354204,0.0039973846,0.003012584,0.00047775975,0.00026254193,0.0000038197973,0.000119983524,0.053659786],"genre_scores_gemma":[0.99648464,0.000029228186,0.00020447199,0.0002760264,0.00021465326,0.000012687244,0.00000881712,0.0000037932177,0.0027656835],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99904835,0.00010846605,0.00014883552,0.000072646115,0.00032855503,0.00029311544],"domain_scores_gemma":[0.9996314,0.000058517486,0.00008166992,0.000095849595,0.000023261504,0.00010929837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008355011,0.00006965124,0.000054253564,0.000022770237,0.000647825,0.00018623452,0.00010452836,0.00006405093,0.0002525473],"category_scores_gemma":[0.000060085895,0.00006846937,0.00007028697,0.00018851901,0.00014417924,0.0024261263,0.000032184227,0.000059788996,0.00010581843],"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":[0.00032072503,0.0001747313,0.02144813,0.00013130436,0.000056661473,0.000001174675,0.8616388,0.000011959733,0.0009346909,0.0833966,0.030815618,0.0010696045],"study_design_scores_gemma":[0.0008309833,0.00009500826,0.11483198,0.000045137833,0.00004383962,0.0000021966666,0.62323064,0.00008096499,0.00046932953,0.0008913369,0.2589714,0.0005072039],"about_ca_topic_score_codex":0.000014758385,"about_ca_topic_score_gemma":0.000045292494,"teacher_disagreement_score":0.23840818,"about_ca_system_score_codex":0.00021370212,"about_ca_system_score_gemma":0.00006213914,"threshold_uncertainty_score":0.49826115},"labels":[],"label_agreement":null},{"id":"W3125275080","doi":"","title":"IMPACT OF THE 1998 ICE STORM ON THE EASTERN ONTARIO MAPLE SYRUP INDUSTRY: A CASE STUDY OF NATURAL DISASTER POLICY IN CANADA","year":2000,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Government (linguistics); Economic impact analysis; Business; Storm; Natural experiment; Welfare; Geography; Economics; Engineering; Meteorology; Civil engineering","score_opus":0.03738572705083355,"score_gpt":0.3438598798692225,"score_spread":0.30647415281838897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125275080","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":[0.9286218,0.000012067189,4.0976857e-9,0.0003250696,0.00021770038,0.0013355664,0.000023387049,0.0000029650587,0.06946144],"genre_scores_gemma":[0.9912807,0.000075229436,8.9619306e-7,0.000040243118,0.00009088482,0.00006054875,0.0000018906364,0.000015321875,0.008434318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968715,0.00081402657,0.0005659781,0.00046937168,0.00062980014,0.0006493591],"domain_scores_gemma":[0.9982047,0.00043831623,0.00027307964,0.00093549956,0.000039784867,0.00010862745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014435409,0.00022316838,0.00038665478,0.00028076855,0.00022327412,0.000098296776,0.0015303119,0.00019743461,0.0001250135],"category_scores_gemma":[0.00019394196,0.00014267817,0.0001352153,0.0003621907,0.00048806742,0.00008993087,0.0010072223,0.0021884588,0.0000014160071],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00014421767,0.00036095356,0.86942863,0.00003661402,0.00012492499,0.00014283789,0.10031782,0.00961442,0.0000011858367,0.0001009901,0.0001071717,0.019620258],"study_design_scores_gemma":[0.00100921,0.0002825622,0.5640132,0.00042797002,0.0000200651,0.000008868217,0.4284505,0.0011193387,0.0000025446814,0.00022767331,0.004002503,0.00043555937],"about_ca_topic_score_codex":0.9984344,"about_ca_topic_score_gemma":0.99984956,"teacher_disagreement_score":0.3281327,"about_ca_system_score_codex":0.005795129,"about_ca_system_score_gemma":0.007930852,"threshold_uncertainty_score":0.9980214},"labels":[],"label_agreement":null},{"id":"W3125964385","doi":"","title":"A Proposed ASEAN Disaster Response, Training and Logistic Centre: Enhancing Regional Governance in Disaster Management","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Institute of Health Economics","funders":"","keywords":"Emergency management; Context (archaeology); Natural disaster; Sovereignty; Training (meteorology); Corporate governance; Government (linguistics); Political science; Economic growth; Underpinning; Public administration; Development economics; Business; Geography; Politics; Law; Engineering; Economics; Finance","score_opus":0.01823661447407033,"score_gpt":0.2818709779387075,"score_spread":0.2636343634646372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125964385","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":[0.95074123,0.0012063739,0.0028100049,0.015349936,0.00022302072,0.0005252295,0.0000011369841,0.000047711696,0.029095365],"genre_scores_gemma":[0.98095906,0.0016722117,0.00013820693,0.00035655175,0.0001617858,0.0000020983823,8.151573e-7,0.000009582544,0.01669967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99652,0.00033933547,0.0003053954,0.00030872188,0.0005488303,0.0019777627],"domain_scores_gemma":[0.9994942,0.00007940952,0.00015412543,0.00012551737,0.000025643807,0.00012112665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027606797,0.00016298516,0.0001790105,0.00011120459,0.00037643514,0.00018715773,0.00034010698,0.000053865308,0.00004058594],"category_scores_gemma":[0.00009822763,0.00014194865,0.000059509573,0.0003119963,0.0002063736,0.00042232897,0.00004579268,0.0006212491,0.000012775358],"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":[0.0008452057,0.00022994312,0.0030090583,0.000019426712,0.00007306649,0.00012186938,0.04788658,0.000041653217,0.00020067509,0.7473764,0.00032423483,0.1998719],"study_design_scores_gemma":[0.0042781364,0.00090446597,0.09990978,0.00074432796,0.00011198431,0.0001083868,0.4281126,0.00018845877,0.000014116388,0.42218763,0.042348344,0.0010917879],"about_ca_topic_score_codex":0.000051484414,"about_ca_topic_score_gemma":0.0067984145,"teacher_disagreement_score":0.38022602,"about_ca_system_score_codex":0.00072355807,"about_ca_system_score_gemma":0.0004706962,"threshold_uncertainty_score":0.5788498},"labels":[],"label_agreement":null},{"id":"W3126514081","doi":"10.1080/17477891.2021.1877606","title":"Introduction to the special issue on unaffiliated volunteering: the universality and importance of volunteering","year":2021,"lang":"en","type":"article","venue":"Environmental Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Indigenous; Public relations; Government (linguistics); Liability; Universality (dynamical systems); Political science; Sociology; Business; Law","score_opus":0.006182037270873866,"score_gpt":0.23054839505386457,"score_spread":0.2243663577829907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126514081","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":[0.9595725,0.00007424666,0.000036954174,0.015063812,0.00069675094,0.0002041807,0.000008706294,0.00001451128,0.02432834],"genre_scores_gemma":[0.9792508,0.00011152255,0.000030791634,0.0002070239,0.002711078,0.0000036295603,0.000003924174,0.0000055344763,0.017675694],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991209,0.0000911296,0.00010874324,0.00020952316,0.00031863712,0.00015107689],"domain_scores_gemma":[0.9996648,0.000025643167,0.000044408134,0.00021743562,0.0000052131472,0.0000425325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029341542,0.000072020375,0.00007591936,0.000016405304,0.00029807602,0.0000358963,0.00018758354,0.000025199992,0.0010940966],"category_scores_gemma":[0.00004188388,0.000049870818,0.00003122482,0.00015489191,0.00031533372,0.00009292087,0.00014178822,0.00007740699,0.000053386135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003542242,0.0008674297,0.15889062,0.00007984999,0.0002818049,0.000074133335,0.16484904,0.005329727,0.014615149,0.044282913,0.36456653,0.24580857],"study_design_scores_gemma":[0.00009284253,0.00003472891,0.09541321,0.000007591179,0.000013689526,6.235304e-7,0.027711514,0.0000691541,0.0009367748,0.000054704986,0.8755867,0.00007847335],"about_ca_topic_score_codex":0.00011401989,"about_ca_topic_score_gemma":0.0009014597,"teacher_disagreement_score":0.5110201,"about_ca_system_score_codex":0.00009461354,"about_ca_system_score_gemma":0.000015563735,"threshold_uncertainty_score":0.99981904},"labels":[],"label_agreement":null},{"id":"W3127551607","doi":"10.1016/j.ijdrr.2021.102063","title":"Transformative learning and community resilience to cyclones and storm surges: The case of coastal communities in Bangladesh","year":2021,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Transformative learning; Community resilience; Experiential learning; Social learning; Sociology; Resilience (materials science); Environmental resource management; Psychology; Engineering; Environmental science","score_opus":0.017899279973097877,"score_gpt":0.31445627861076597,"score_spread":0.2965569986376681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127551607","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":[0.9967206,0.00017801675,0.00026174952,0.0011847859,0.000305872,0.00006345643,0.0000068615027,0.0000028407374,0.0012758084],"genre_scores_gemma":[0.9985664,0.0011077492,0.00009406603,0.000015576274,0.00006448186,0.0000014422093,0.0000016134417,0.0000027716103,0.00014593726],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99828374,0.0010578489,0.0002772208,0.00004569901,0.0002476916,0.00008778931],"domain_scores_gemma":[0.99913055,0.000296249,0.00020782817,0.000054142234,0.00026654018,0.000044677497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013826746,0.000056996225,0.00010855911,0.00013159878,0.00034526104,0.00010365788,0.00017928552,0.000023695979,0.000021119009],"category_scores_gemma":[0.00020224511,0.00004378808,0.000032359603,0.00014754993,0.00041216274,0.0005269526,0.00008622955,0.0003683257,2.5930035e-7],"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":[0.00017860552,0.0001757899,0.08097999,0.000018600167,0.00008464455,0.00008998498,0.8188577,0.00055799074,0.0003729777,0.0017337677,0.00006427293,0.09688564],"study_design_scores_gemma":[0.00029684333,0.00010496902,0.022049963,0.00015062297,0.000018701556,0.00040351917,0.97420824,0.00005459398,0.00015328749,0.0007384112,0.0017623241,0.00005854337],"about_ca_topic_score_codex":0.0055355784,"about_ca_topic_score_gemma":0.029346667,"teacher_disagreement_score":0.15535048,"about_ca_system_score_codex":0.00003330499,"about_ca_system_score_gemma":0.000042645082,"threshold_uncertainty_score":0.98836523},"labels":[],"label_agreement":null},{"id":"W3127858332","doi":"10.1371/journal.pone.0246670","title":"Birth outcomes, pregnancy complications, and postpartum mental health after the 2013 Calgary flood: A difference in difference analysis","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Children's Hospital Research Institute; Canadian Child Health Clinician Scientist Program","keywords":"Medicine; Pregnancy; Obstetrics; Gestational age; Mental health; Anxiety; Demography; Psychiatry","score_opus":0.04081851341669252,"score_gpt":0.27642480562730587,"score_spread":0.23560629221061336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127858332","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":[0.9575975,0.0030749536,0.00007038907,0.036254946,0.000031466167,0.000457732,0.00002615447,0.000031824562,0.0024550352],"genre_scores_gemma":[0.98565114,0.003718811,0.00027281462,0.0010019331,0.0000104981345,0.00010046132,0.000017753782,0.000004919748,0.00922169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985241,0.00025344195,0.00020815706,0.0003041745,0.00041610774,0.0002939798],"domain_scores_gemma":[0.99941015,0.0000817425,0.000071994655,0.0002945584,0.000038833317,0.00010271714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015075188,0.00010455366,0.00024132141,0.00008741903,0.00032121746,0.00012495858,0.00025681857,0.000029578508,0.0001073827],"category_scores_gemma":[0.000034610446,0.000075056916,0.00004775432,0.0006409489,0.00021472466,0.00009377398,0.00017012347,0.000106124295,0.000014658212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006178262,0.0007266047,0.98594123,0.000050085673,0.00016858777,0.0000035704988,0.008152151,3.3525154e-7,0.000046536894,0.0019923071,0.000052268086,0.0028601238],"study_design_scores_gemma":[0.00014071936,0.000015714619,0.9968806,0.00016846468,0.00006303432,1.03412e-7,0.0017196964,0.0003015983,0.000006465379,0.00036888078,0.0002357741,0.00009895842],"about_ca_topic_score_codex":0.0018881062,"about_ca_topic_score_gemma":0.031677764,"teacher_disagreement_score":0.035253014,"about_ca_system_score_codex":0.00004658409,"about_ca_system_score_gemma":0.00007440655,"threshold_uncertainty_score":0.9859916},"labels":[],"label_agreement":null},{"id":"W3130149329","doi":"10.12927/cjnl.2021.26420","title":"Lessons on COVID-19 from Home and Community: Perspectives of Nursing Leaders at All Levels","year":2020,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Registered Nurses' Association of Ontario; Public Health Ontario","funders":"","keywords":"Pandemic; Surge Capacity; Coronavirus disease 2019 (COVID-19); Nursing; Health care; Public relations; Psychology; Political science; Medicine","score_opus":0.5934633735005581,"score_gpt":0.4311234767911682,"score_spread":0.16233989670938992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130149329","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":[0.5926655,0.0009998877,0.0004549029,0.3526846,0.00025061288,0.00028341814,0.000021614072,0.00015402585,0.05248548],"genre_scores_gemma":[0.9954469,0.000029059564,0.00014829986,0.0033262917,0.00014955015,0.0000019925085,0.00000605797,0.000015520085,0.0008763073],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979264,0.00079360296,0.00015593575,0.00030042068,0.0004222232,0.00040141732],"domain_scores_gemma":[0.99876326,0.00057102914,0.00010050602,0.00019631324,0.000027571346,0.0003413313],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004340107,0.00014899108,0.00022510921,0.00008656635,0.00091378856,0.00008421715,0.00039348574,0.00010638815,0.00014736119],"category_scores_gemma":[0.0004617803,0.00015442098,0.0000648351,0.00026176783,0.0029023334,0.0002010815,0.000028524946,0.00036691356,0.000027489039],"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":[0.000107013344,0.00020092906,0.0006982191,0.000043663254,0.00003057642,0.0000033634894,0.975663,0.00003219993,0.0007839976,0.009085481,0.0045482484,0.0088032745],"study_design_scores_gemma":[0.00044643035,0.00014121155,0.005733129,0.00030270361,0.00005607635,3.4981036e-7,0.98694783,0.00004937159,0.0001371473,0.0037534812,0.0022324345,0.00019984378],"about_ca_topic_score_codex":0.00057896966,"about_ca_topic_score_gemma":0.00027113373,"teacher_disagreement_score":0.40278146,"about_ca_system_score_codex":0.00039128485,"about_ca_system_score_gemma":0.0000899367,"threshold_uncertainty_score":0.9998112},"labels":[],"label_agreement":null},{"id":"W3130277654","doi":"10.20944/preprints202102.0367.v1","title":"An Emergency Management Doctrine","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Armed Forces","keywords":"Emergency management; Doctrine; Process management; Preparedness; Agency (philosophy); Risk analysis (engineering); CLARITY; Process (computing); Business; Risk management; Identification (biology); Operations management; Computer science; Engineering; Political science; Law","score_opus":0.11562920848064549,"score_gpt":0.4063743455942846,"score_spread":0.2907451371136391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130277654","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":[0.56866384,0.00013494327,0.00021656234,0.0005591961,0.0020479546,0.0006182806,0.0000027289227,0.00022721494,0.42752928],"genre_scores_gemma":[0.9351464,0.0032368195,0.0002995736,0.000097685486,0.0004750982,0.00016501143,0.000051668707,0.000028136172,0.060499616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99616987,0.00042109325,0.0005181615,0.0013208067,0.0009355748,0.00063448056],"domain_scores_gemma":[0.9975978,0.000014974821,0.00025697437,0.0016851574,0.0001562354,0.00028883095],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012528728,0.00033502275,0.00035094997,0.00019577246,0.00043616598,0.00013702041,0.0019777247,0.00025279564,0.012809113],"category_scores_gemma":[0.00007016384,0.00036538576,0.00024859162,0.00040491697,0.00020156502,0.0003508843,0.0030600745,0.0005026546,0.0013100425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003553418,0.0010839514,0.89707386,0.00071305176,0.0004930857,0.00025870287,0.030836605,0.000878684,0.00054151716,0.047814526,0.0011579643,0.019112512],"study_design_scores_gemma":[0.00037397924,0.000020307752,0.77816653,0.00028007597,0.0002557118,6.8997616e-7,0.02484873,0.00009466765,0.00062435545,0.008391536,0.18571962,0.0012237763],"about_ca_topic_score_codex":0.0013651698,"about_ca_topic_score_gemma":0.0010384519,"teacher_disagreement_score":0.36702967,"about_ca_system_score_codex":0.00015220375,"about_ca_system_score_gemma":0.00012252128,"threshold_uncertainty_score":0.99987984},"labels":[],"label_agreement":null},{"id":"W3130654581","doi":"10.3390/jrfm14020085","title":"Do Political Economy Factors Influence Funding Allocations for Disaster Risk Reduction?","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Incentive; Politics; Government (linguistics); Distribution (mathematics); Variance (accounting); Economics; Power (physics); Finance; Business; Economy; Political science; Market economy; Accounting","score_opus":0.015383664739413883,"score_gpt":0.28725357153781955,"score_spread":0.27186990679840567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130654581","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":[0.9221982,0.0003675592,0.043165945,0.0011566569,0.0010107429,0.00032570146,0.000015205209,0.0000144778705,0.03174553],"genre_scores_gemma":[0.9960496,0.00094127184,0.0015504931,0.00007662749,0.00038850878,0.0000068451122,0.0000011589365,0.0000054010225,0.0009801117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989566,0.00008912504,0.00031115927,0.00016323858,0.00018594542,0.0002938913],"domain_scores_gemma":[0.9992558,0.000100853365,0.0002375764,0.00010164413,0.00015778231,0.00014635632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005680079,0.000089872716,0.00015667638,0.00012666042,0.00059967214,0.00021763425,0.00016437152,0.000042772885,0.00002322643],"category_scores_gemma":[0.00026185001,0.000078591904,0.00010803853,0.00020117038,0.00016671684,0.00043693144,0.000074911055,0.000119603705,0.0000028453971],"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":[0.00003483274,0.00012703256,0.04996956,0.000050838054,0.000051483777,0.000012634361,0.008955874,0.00014959839,0.0000041043195,0.88727677,0.0013394696,0.05202781],"study_design_scores_gemma":[0.00079963246,0.00010330373,0.16413194,0.00009999596,0.0003292019,0.0000040271757,0.07191143,0.000019885822,0.000021472557,0.14111394,0.6212173,0.0002478665],"about_ca_topic_score_codex":0.00006154691,"about_ca_topic_score_gemma":0.000088340894,"teacher_disagreement_score":0.74616283,"about_ca_system_score_codex":0.00007216088,"about_ca_system_score_gemma":0.00007107297,"threshold_uncertainty_score":0.46122536},"labels":[],"label_agreement":null},{"id":"W3131451748","doi":"10.5539/jsd.v14n2p38","title":"Local Participatory Flood Hazard Mapping’s Assessment and Coping: A Conceptual Model of Sustainability in Downstream Area of Belu Regency in the Western Timor Island, East Nusa Tenggara Province, Indonesia","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Twente","keywords":"Flood myth; Sustainability; Focus group; Geography; Participatory rural appraisal; Socioeconomics; Local community; Flooding (psychology); Coping (psychology); Environmental planning; Environmental resource management; Sociology; Political science; Agriculture; Environmental science; Ecology; Archaeology; Psychology","score_opus":0.03621662986672825,"score_gpt":0.29668015928320923,"score_spread":0.260463529416481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131451748","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":[0.9929108,0.00027020136,0.0035362376,0.0013952667,0.000042161275,0.0005889454,0.0000013243568,0.000003437563,0.0012516341],"genre_scores_gemma":[0.9986561,0.00005472519,0.00045933286,0.000059107548,0.00001590931,0.000028138013,0.000001311514,0.000006123721,0.00071925466],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9971642,0.00038757472,0.0009414149,0.0002162068,0.0008014891,0.000489113],"domain_scores_gemma":[0.99843377,0.00009265265,0.00047184745,0.0001671013,0.0007394553,0.000095196476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024893554,0.00015493113,0.000432078,0.00026084395,0.00014411489,0.00005904832,0.00037516613,0.000081830745,0.000008486354],"category_scores_gemma":[0.00014955834,0.000116773954,0.000061018414,0.00059010275,0.000585217,0.00039329677,0.00019378579,0.0002520954,1.6795188e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013381428,0.0011802473,0.7956823,0.00083912304,0.00007233632,0.0007902887,0.1822623,0.0046171066,0.000040196548,0.010338687,0.00029285336,0.0037507308],"study_design_scores_gemma":[0.0012333394,0.000109580884,0.36343253,0.0002210747,0.000021663065,0.0000066966054,0.63178897,0.00058818987,0.00010404475,0.0007876324,0.0015438659,0.00016241563],"about_ca_topic_score_codex":0.00013995134,"about_ca_topic_score_gemma":0.001295673,"teacher_disagreement_score":0.44952667,"about_ca_system_score_codex":0.000651773,"about_ca_system_score_gemma":0.0056409827,"threshold_uncertainty_score":0.9999961},"labels":[],"label_agreement":null},{"id":"W3131911042","doi":"10.3390/su13052420","title":"Using the Theory of Planned Behavior to Predict the Adoption of Heat and Flood Adaptation Behaviors by Municipal Authorities in the Province of Quebec, Canada","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Institut National de Santé Publique du Québec","keywords":"Theory of planned behavior; Adaptation (eye); Structural equation modeling; Flood myth; Psychosocial; Adaptive capacity; Business; Control (management); Psychology; Geography; Management; Economics; Climate change; Computer science","score_opus":0.01843871422796792,"score_gpt":0.2933988731453197,"score_spread":0.27496015891735176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131911042","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":[0.9973889,0.00016028284,0.0000851622,0.0013636549,0.00005040079,0.0007507016,0.000018725901,0.0000028190095,0.00017936026],"genre_scores_gemma":[0.9995323,0.000006987093,0.000016199017,0.000021666074,0.000008937042,0.00002706294,0.000003152862,0.0000021622586,0.00038157406],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99833417,0.0008211556,0.00021547507,0.00012055864,0.00036124222,0.00014739315],"domain_scores_gemma":[0.99921435,0.00024730485,0.00006938884,0.0002280214,0.00022118635,0.000019756115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014676604,0.000057234167,0.000103454564,0.000019205578,0.00018971798,0.00002151654,0.0002576451,0.000029431747,0.0000062429194],"category_scores_gemma":[0.00040329882,0.000032931894,0.000024972695,0.00026730352,0.0005943673,0.000105277526,0.00007873988,0.00007111839,7.894805e-9],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033305472,0.00077437976,0.46488184,0.00060866645,0.000029531466,0.000018817822,0.44562754,0.003761651,0.000597228,0.066766,0.00042936872,0.01617193],"study_design_scores_gemma":[0.000087841894,0.000042207525,0.22401258,0.000020929892,0.00004838806,1.6452366e-7,0.77415067,0.00013385534,0.00017142518,0.0010688278,0.00021914968,0.000043932174],"about_ca_topic_score_codex":0.7186138,"about_ca_topic_score_gemma":0.9551615,"teacher_disagreement_score":0.32852316,"about_ca_system_score_codex":0.00018030181,"about_ca_system_score_gemma":0.0011352785,"threshold_uncertainty_score":0.28326},"labels":[],"label_agreement":null},{"id":"W3133163750","doi":"10.1002/smj.3272","title":"A storm is brewing: Antecedents of disaster preparation in risk prone locations","year":2021,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Natural disaster; Preparedness; Miami; Business; Storm; Emergency management; Natural hazard; Disaster research; Public relations; Marketing; Geography; Political science; Economic growth; Management; Environmental science; Economics","score_opus":0.0319659482382023,"score_gpt":0.33163387653376064,"score_spread":0.29966792829555833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133163750","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":[0.5047188,0.00012041455,0.00037334388,0.00048238173,0.00025558536,0.00022272386,0.0000016600076,0.000010574906,0.49381453],"genre_scores_gemma":[0.98652035,0.00083419745,0.0002709443,0.00005151093,0.000086192595,0.000009086342,0.0000027713843,0.0000050742833,0.012219844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99844617,0.00020334669,0.00035443238,0.00019480237,0.0005393687,0.00026189396],"domain_scores_gemma":[0.99941355,0.000015701182,0.00023599206,0.0001684024,0.00009487915,0.00007146653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070588215,0.00009007329,0.0001248403,0.00016096747,0.0002804498,0.00022972905,0.0002690762,0.000036507754,0.0006594467],"category_scores_gemma":[0.000013035096,0.00008482029,0.000062187275,0.00049574795,0.00011214373,0.00034500897,0.0000750775,0.00014090983,0.00002427457],"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":[0.00017029412,0.0016112842,0.11072512,0.00044473025,0.0005437517,0.00038036276,0.1353815,0.0007027392,0.0002909747,0.72783697,0.0036980165,0.01821426],"study_design_scores_gemma":[0.0024243712,0.00020685417,0.046763543,0.00059612864,0.00025509475,0.000012637322,0.61412853,0.0011571705,0.00016687358,0.3226187,0.011097839,0.0005722828],"about_ca_topic_score_codex":0.00014422598,"about_ca_topic_score_gemma":0.002095387,"teacher_disagreement_score":0.4818016,"about_ca_system_score_codex":0.0000823133,"about_ca_system_score_gemma":0.00009936124,"threshold_uncertainty_score":0.7220479},"labels":[],"label_agreement":null},{"id":"W3134124557","doi":"10.4000/vertigo.28806","title":"Éduquer aux risques dès l’école primaire: de la représentation à la conscientisation","year":2021,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Philosophy; Political science; Art","score_opus":0.017007409200355077,"score_gpt":0.32499429566520555,"score_spread":0.30798688646485045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134124557","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":[0.49339616,0.00208409,0.003429029,0.009000008,0.0020423823,0.00019115243,0.0000053793883,0.000084855725,0.48976696],"genre_scores_gemma":[0.7590432,0.0010480495,0.001609521,0.0008463852,0.00027578985,0.000014897389,0.0000137005845,0.000011927563,0.23713653],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977576,0.0009440662,0.00020681132,0.0003455049,0.00040865748,0.00033732344],"domain_scores_gemma":[0.99926335,0.00023183388,0.00008767433,0.00020164167,0.000104151804,0.00011138122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007183621,0.000113828326,0.00012084105,0.000052782663,0.00039801243,0.0003931276,0.00018641287,0.0001498517,0.00082359574],"category_scores_gemma":[0.00031490353,0.00012422302,0.00008884341,0.000640814,0.0009623177,0.00056381477,0.00009880497,0.00012309081,0.00023627524],"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":[0.000014544918,0.00039897554,0.11201535,0.00012927908,0.000059445672,0.00015523641,0.0283474,0.00019337944,0.0025995418,0.73940396,0.06844425,0.048238624],"study_design_scores_gemma":[0.00043114688,0.000027452597,0.106730886,0.00017536874,0.00010813811,0.000010052664,0.012254894,0.0012649584,0.0026469023,0.021647952,0.85442716,0.00027507264],"about_ca_topic_score_codex":0.0006318784,"about_ca_topic_score_gemma":0.00045833504,"teacher_disagreement_score":0.7859829,"about_ca_system_score_codex":0.00014484415,"about_ca_system_score_gemma":0.00045820524,"threshold_uncertainty_score":0.9017796},"labels":[],"label_agreement":null},{"id":"W3134658755","doi":"10.29173/alr2480","title":"Vulnerability, Canadian Disaster Law, and The Beast","year":2018,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Public Safety Canada","keywords":"Vulnerability (computing); Harm; Perspective (graphical); Context (archaeology); Emergency management; Law; Natural disaster; Political science; Sociology; Geography; Computer security; Computer science","score_opus":0.016715886441693147,"score_gpt":0.3023072617417831,"score_spread":0.28559137530008993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134658755","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014977674,0.006935266,0.0000014102202,0.034480363,0.0002012627,0.00054687686,0.0000010636858,0.000008410895,0.95632756],"genre_scores_gemma":[0.938502,0.005303774,0.000012826111,0.039742004,0.0002547936,0.000034911875,0.0000019148033,0.000007276787,0.016140461],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888164,0.00030049452,0.00015268273,0.00019617967,0.00017749287,0.00029148313],"domain_scores_gemma":[0.99927086,0.0001853224,0.000039497132,0.00028836366,0.000042392734,0.0001735545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008955745,0.000086490196,0.00017285846,0.000008721295,0.0008587253,0.0001353103,0.00035239424,0.000028481387,0.00087855547],"category_scores_gemma":[0.00013982752,0.000050436272,0.000052920015,0.0001602748,0.002643691,0.00019291304,0.00007934921,0.000058068767,0.00035886813],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016796924,0.0000048271,0.00022829256,0.00009065546,0.000007794633,3.7870655e-7,0.0022189328,6.819028e-9,7.0324184e-8,0.98820174,0.0048834532,0.004362158],"study_design_scores_gemma":[0.00010829215,0.000008540881,0.0001206974,0.0003021567,0.00004063398,5.96459e-7,0.00022737432,0.0000019442775,2.5402682e-7,0.003420276,0.9956888,0.00008041378],"about_ca_topic_score_codex":0.7788318,"about_ca_topic_score_gemma":0.98994154,"teacher_disagreement_score":0.9908054,"about_ca_system_score_codex":0.000023400837,"about_ca_system_score_gemma":0.000045660414,"threshold_uncertainty_score":0.9740789},"labels":[],"label_agreement":null},{"id":"W3134965602","doi":"10.1353/esc.2018.0012","title":"\"Dire Reverse\": Poetic Structure and Historic Catastrophe","year":2018,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Poetry; Literature; History; Tragedy (event); Wright; TRACE (psycholinguistics); Philosophy; Art; Art history; Linguistics","score_opus":0.018752960580321998,"score_gpt":0.2831567500844911,"score_spread":0.2644037895041691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134965602","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":[0.9312039,0.0024961743,0.0000012202928,0.001064979,0.00584609,0.00019386676,0.000013392105,0.000024953653,0.059155434],"genre_scores_gemma":[0.99577796,0.00023644365,0.00005838946,0.00023033595,0.00050896953,0.000003666505,7.270006e-7,0.000003863681,0.0031796452],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914706,0.000054231296,0.00010124686,0.00018234465,0.00026521436,0.00024992644],"domain_scores_gemma":[0.9996461,0.000058127804,0.00003475229,0.00010969531,0.00009498072,0.000056335557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118979704,0.00007669133,0.00011838997,0.00003254908,0.00032711096,0.000017445234,0.00017109532,0.000019435472,0.00007334888],"category_scores_gemma":[0.0003572997,0.00006831978,0.000008020287,0.00023874803,0.0005299755,0.000095828385,0.00010158679,0.000072163035,7.015249e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012750255,0.000009685192,0.07972626,0.00006960388,0.000045975114,0.000068345165,0.19235334,0.000009564178,0.000003963973,0.0061226976,0.7127555,0.008822331],"study_design_scores_gemma":[0.00016615423,0.000017642615,0.009055004,0.000025944606,0.000011154518,1.7678244e-7,0.15018995,0.0000029384303,0.0000038508274,0.0003193586,0.84007764,0.00013017551],"about_ca_topic_score_codex":0.7926023,"about_ca_topic_score_gemma":0.9964166,"teacher_disagreement_score":0.2038143,"about_ca_system_score_codex":0.00082857255,"about_ca_system_score_gemma":0.0003395853,"threshold_uncertainty_score":0.27859998},"labels":[],"label_agreement":null},{"id":"W3135779203","doi":"","title":"Analyzing the Communication Methods of Crisis Pregnancy Centres: A Conventional Content Analysis","year":2020,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Content analysis; Computer science; Pregnancy; Crisis communication; Political science; Public relations; Sociology","score_opus":0.2208648255542054,"score_gpt":0.39928737114764895,"score_spread":0.17842254559344356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135779203","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":[0.9605011,0.00078333105,0.02844333,0.0065704756,0.000092762726,0.000444028,0.000017424887,0.0000925374,0.0030550065],"genre_scores_gemma":[0.9955206,0.0004436134,0.00032071906,0.0002563122,0.000026535576,0.0000012525569,0.000014788755,0.000008466683,0.003407717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971339,0.0015493998,0.00028566123,0.00032738424,0.00042125647,0.0002823643],"domain_scores_gemma":[0.9985912,0.00023491398,0.0003391178,0.00043492558,0.00022232144,0.0001775475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007843546,0.00014479863,0.00028871454,0.000292883,0.0005636434,0.00020686517,0.0014305114,0.00008258346,0.00013573642],"category_scores_gemma":[0.00012692231,0.00012871297,0.0003145539,0.0020210354,0.00039303306,0.0009682049,0.00041207188,0.00023574146,0.0000246481],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035733894,0.000060917082,0.9842155,0.000028952652,0.0005073487,0.0000075469397,0.009819205,0.000047071975,0.00008016551,0.0039090915,0.00000385871,0.0012846162],"study_design_scores_gemma":[0.0006741835,0.000055403227,0.9414852,0.00016328577,0.0015044013,2.4226702e-7,0.04564529,0.000008305608,0.00029993863,0.00025220122,0.00962187,0.00028967153],"about_ca_topic_score_codex":0.0000947321,"about_ca_topic_score_gemma":0.0036265766,"teacher_disagreement_score":0.042730283,"about_ca_system_score_codex":0.000076131175,"about_ca_system_score_gemma":0.00006792236,"threshold_uncertainty_score":0.52487624},"labels":[],"label_agreement":null},{"id":"W3137745579","doi":"10.2139/ssrn.3672808","title":"Working in the Emergency Department During a Virus Outbreak: Lessons from the Ebola Crisis","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Outbreak; Ebola virus; Emergency department; Coronavirus disease 2019 (COVID-19); Virology; Medicine; Medical emergency; Political science; Infectious disease (medical specialty); Nursing; Disease","score_opus":0.02731736317898531,"score_gpt":0.29865393404109,"score_spread":0.27133657086210466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137745579","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":[0.8830588,0.003960323,0.00047495964,0.10036438,0.00042064153,0.00027677382,0.0000013430886,0.000029275932,0.011413541],"genre_scores_gemma":[0.990608,0.007474458,0.000006818013,0.0006973195,0.0007137434,0.0000102399,7.822111e-7,0.000007738692,0.00048094647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.997362,0.00039436884,0.00022500195,0.00018139099,0.0004940404,0.001343167],"domain_scores_gemma":[0.9996253,0.000060047427,0.00011086734,0.00012617146,0.000015943897,0.000061637475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014702172,0.00010371082,0.00010103328,0.00002654202,0.000968052,0.00017294446,0.000957575,0.000034962115,0.00010505174],"category_scores_gemma":[0.00006808825,0.000060378738,0.000102279184,0.00040883303,0.00005896549,0.00016086969,0.00008268259,0.0009132503,0.00003745997],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023848421,0.00034983415,0.11846797,0.000007913787,0.0005199107,0.000084410436,0.33489084,0.00031097486,0.0007323566,0.46104324,0.011497202,0.071856886],"study_design_scores_gemma":[0.0009332977,0.00012689696,0.048838373,0.00004795438,0.00014566633,0.000009926271,0.6485457,0.00007090495,0.000046452355,0.17873222,0.122064196,0.00043844062],"about_ca_topic_score_codex":0.001593779,"about_ca_topic_score_gemma":0.07413345,"teacher_disagreement_score":0.31365484,"about_ca_system_score_codex":0.00024808032,"about_ca_system_score_gemma":0.00036301318,"threshold_uncertainty_score":0.9427612},"labels":[],"label_agreement":null},{"id":"W313785227","doi":"","title":"Coping with Homeland Security Responsibilities: A \"Street-Wise\" Perspective from Texas Counties","year":2009,"lang":"en","type":"article","venue":"Public Administration Quarterly","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Homeland security; Homeland; Terrorism; National security; Public administration; Local government; Government (linguistics); Political science; Politics; Coping (psychology); Law; Psychology","score_opus":0.014935224166771429,"score_gpt":0.2904110089580574,"score_spread":0.2754757847912859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W313785227","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":[0.79876316,0.0001256124,0.0011481686,0.02962018,0.00018170805,0.0004778192,0.00003198655,0.00021524708,0.16943611],"genre_scores_gemma":[0.99564856,0.000008954479,0.00016015895,0.00040893984,0.00024182712,0.000011692309,0.000024334428,0.000005886982,0.0034896513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9982971,0.00019189484,0.00021452953,0.00037656614,0.0005783459,0.00034158584],"domain_scores_gemma":[0.999109,0.00013188468,0.00012993658,0.00023960783,0.00023593775,0.00015358141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038827854,0.00014684506,0.00016242368,0.0001061325,0.0004393315,0.00078956893,0.00027743555,0.00007800586,0.00036379643],"category_scores_gemma":[0.00009353161,0.00012821934,0.00004451988,0.0003369073,0.00038545192,0.0011622214,0.000006376554,0.000114414746,0.00004607435],"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":[0.00031775804,0.0003921369,0.012208215,0.000012522329,0.000063402076,0.00003203403,0.17556827,5.244154e-7,0.000013817639,0.7985817,0.008663361,0.0041462756],"study_design_scores_gemma":[0.0012279946,0.00335198,0.044844814,0.000059579725,0.000052218875,0.0000018668504,0.706947,0.00005945282,0.000026198506,0.09627274,0.14646703,0.0006890676],"about_ca_topic_score_codex":0.00074665423,"about_ca_topic_score_gemma":0.017097794,"teacher_disagreement_score":0.70230895,"about_ca_system_score_codex":0.00013189802,"about_ca_system_score_gemma":0.00053246814,"threshold_uncertainty_score":0.954097},"labels":[],"label_agreement":null},{"id":"W3138747425","doi":"10.47339/ephj.2020.28","title":"Individual emergency preparedness survey among Canadians in Lower Mainland, BC","year":2020,"lang":"en","type":"article","venue":"BCIT Environmental Public Health Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Emergency management; Medicine; Medical emergency; Suicide prevention; Natural disaster; Environmental health; Poison control; Demography; Geography; Political science","score_opus":0.05784774870783348,"score_gpt":0.29762457784607055,"score_spread":0.23977682913823706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138747425","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":[0.9744499,0.00017539086,0.00012835134,0.012993473,0.0007632354,0.0003508829,0.000058735975,0.00001964786,0.011060388],"genre_scores_gemma":[0.99569494,0.00061284896,0.000028743048,0.0017400463,0.00028758086,0.0000070180563,0.000032122225,0.000014560863,0.0015821346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99663335,0.00083608896,0.00050510414,0.0002912903,0.0008192608,0.00091492507],"domain_scores_gemma":[0.99823976,0.00003329178,0.00022168475,0.00011264989,0.000007879864,0.0013847131],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026624152,0.00014482773,0.00020149683,0.00012722868,0.0006689994,0.00020245182,0.00062078645,0.000078421406,0.0038399757],"category_scores_gemma":[0.00015221768,0.0001433287,0.000063805266,0.00039205977,0.00023968132,0.0007763845,0.00011653332,0.00035929275,0.000104274506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012780881,0.0001402713,0.922384,0.000010543601,0.000018979403,0.00004622977,0.038853984,0.000040783776,9.714356e-7,0.000095679956,0.027105138,0.011290623],"study_design_scores_gemma":[0.00037645805,0.00008260406,0.8565999,0.000009883111,0.0000026545986,0.000001946382,0.027341152,0.00004534125,6.321133e-8,0.00004226801,0.11532817,0.00016955289],"about_ca_topic_score_codex":0.030569883,"about_ca_topic_score_gemma":0.11840889,"teacher_disagreement_score":0.08822303,"about_ca_system_score_codex":0.0006052188,"about_ca_system_score_gemma":0.0005678468,"threshold_uncertainty_score":0.99707067},"labels":[],"label_agreement":null},{"id":"W3139518434","doi":"10.1016/j.ijdrr.2021.102174","title":"Framing of Youth as a high-risk population in Canadian disaster news media","year":2021,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Framing (construction); Preparedness; Disaster risk reduction; Geography; Political science; Population; Emergency management; Public relations; Sociology; Environmental planning; Demography","score_opus":0.011578784739021325,"score_gpt":0.2861481671165541,"score_spread":0.2745693823775328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139518434","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":[0.991038,0.00012818864,0.0002463083,0.0008685792,0.0037717759,0.00007933639,0.000027146,0.00000531721,0.0038353305],"genre_scores_gemma":[0.9977084,0.0005537976,0.00038640836,0.000033452703,0.00089360867,0.0000012386537,0.00002457079,0.000009417307,0.00038913675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978819,0.00031638783,0.00058262,0.00016808324,0.000820457,0.00023057566],"domain_scores_gemma":[0.99861753,0.000056188706,0.0006483474,0.00010976418,0.00039835754,0.00016983456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061809807,0.0001017956,0.00018521208,0.0004637842,0.00009934858,0.00013202878,0.0003395806,0.0000819854,0.00023625794],"category_scores_gemma":[0.00060146756,0.000096022726,0.00011787399,0.00031889367,0.000110241555,0.0008147818,0.000043573877,0.00023506768,0.000012548761],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017926971,0.00025574944,0.66275185,0.000012297148,0.0002080459,0.000081812075,0.17169176,0.0017891955,0.00020994869,0.005392049,0.00027754763,0.15715045],"study_design_scores_gemma":[0.0018980876,0.00012988891,0.55482745,0.00055862154,0.00022930786,0.000054121538,0.41487774,0.00013017157,0.0003877911,0.019536275,0.0069689173,0.00040163213],"about_ca_topic_score_codex":0.3875363,"about_ca_topic_score_gemma":0.51719916,"teacher_disagreement_score":0.24318598,"about_ca_system_score_codex":0.0003250244,"about_ca_system_score_gemma":0.0003328974,"threshold_uncertainty_score":0.61654216},"labels":[],"label_agreement":null},{"id":"W3139914931","doi":"10.1177/0020731421997092","title":"Social Cohesion and Community Resilience During COVID-19 and Pandemics: A Rapid Scoping Review to Inform the United Nations Research Roadmap for COVID-19 Recovery","year":2021,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":232,"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; University of Toronto","funders":"","keywords":"Community resilience; Community cohesion; Cohesion (chemistry); Community engagement; Pandemic; Economic growth; Coronavirus disease 2019 (COVID-19); Political science; Psychological resilience; Context (archaeology); Sociology; Public relations; Geography; Psychology; Medicine; Economics; Social psychology","score_opus":0.18090592526149157,"score_gpt":0.5233169714487638,"score_spread":0.3424110461872722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139914931","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":[0.55267334,0.0144951455,0.00069989654,0.4289439,0.0004643334,0.0014320418,0.000025006178,0.000024433588,0.0012419096],"genre_scores_gemma":[0.7670628,0.1611593,0.00068425573,0.069891386,0.000521574,0.000062255254,0.00002917578,0.000013621411,0.00057562784],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967689,0.0014062523,0.0005574106,0.00012851736,0.0008905504,0.00024838207],"domain_scores_gemma":[0.9960817,0.002159297,0.0004257179,0.000100910336,0.0009172099,0.0003151634],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010038364,0.00007622173,0.00019381673,0.00060292264,0.0043552583,0.00028369768,0.00066779513,0.000042727082,0.00002457495],"category_scores_gemma":[0.0028836306,0.000060050636,0.00004676119,0.0011148461,0.00021427003,0.00048720048,0.00031036616,0.0003250068,9.828992e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017669833,0.0007650745,0.035645667,0.08079877,0.00055043737,0.00010670719,0.7113374,0.0013960955,0.00028530133,0.06004501,0.023191977,0.084110595],"study_design_scores_gemma":[0.0028778224,0.00057310314,0.022154327,0.03401743,0.000060876075,0.00013748617,0.34678936,0.00019092999,0.000031212818,0.014271273,0.5784641,0.00043208548],"about_ca_topic_score_codex":0.0036940945,"about_ca_topic_score_gemma":0.022491466,"teacher_disagreement_score":0.5552721,"about_ca_system_score_codex":0.0003335645,"about_ca_system_score_gemma":0.0016160711,"threshold_uncertainty_score":0.9969409},"labels":[],"label_agreement":null},{"id":"W3142833527","doi":"10.25300/misq/2020/14947","title":"Provisioning Interoperable Disaster Management Systems: Integrated, Unified, and Federated Approaches","year":2021,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"University of Calgary","funders":"","keywords":"Interoperability; Provisioning; Knowledge management; Business; Process management; Computer science; Systems engineering; Engineering management; Engineering; World Wide Web; Telecommunications","score_opus":0.02990553433934471,"score_gpt":0.2520380883026601,"score_spread":0.2221325539633154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142833527","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":[0.48133165,0.0011767892,0.004901182,0.0013472774,0.0007697765,0.0006922597,0.0000040600744,0.00018829023,0.5095887],"genre_scores_gemma":[0.9142704,0.000041074352,0.00035776926,0.00008972723,0.000067703004,0.000035181398,0.0000130244325,0.000012121299,0.085112974],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99847376,0.0002671717,0.00022656025,0.00039795486,0.00029207332,0.00034247537],"domain_scores_gemma":[0.99955267,0.000029431056,0.00005431913,0.00018255458,0.000069140835,0.0001118742],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00035344902,0.00014646586,0.00016954148,0.00006952774,0.00052177685,0.0011660816,0.00019147345,0.000060471448,0.00010805781],"category_scores_gemma":[0.000012018355,0.00012090296,0.000036181504,0.0003107167,0.00016955865,0.00037593764,0.000043425458,0.00010347768,0.00006978435],"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":[0.00011380508,0.0006137928,0.00539805,0.00089713273,0.0004431023,0.0005623549,0.23753211,0.00008797537,0.0005044346,0.15889432,0.017616779,0.57733613],"study_design_scores_gemma":[0.00060992345,0.0001463676,0.0005394339,0.0003510259,0.000050786763,0.0000062675354,0.8427979,0.002451382,0.000029994977,0.000311194,0.15234083,0.00036492356],"about_ca_topic_score_codex":0.0005211055,"about_ca_topic_score_gemma":0.0008314309,"teacher_disagreement_score":0.60526574,"about_ca_system_score_codex":0.000049749007,"about_ca_system_score_gemma":0.00003954246,"threshold_uncertainty_score":0.9998708},"labels":[],"label_agreement":null},{"id":"W3144291512","doi":"10.18280/ijsse.110105","title":"Emergency Preparedness within the Hotel Industry: A Case Study of Wuhan City, China","year":2021,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Hubei University; Hubei University of Education","keywords":"Preparedness; Emergency management; China; Business; Hospitality industry; Resilience (materials science); Hospitality; Tourism; Respondent; Marketing; Public relations; Geography; Economic growth; Political science","score_opus":0.014335086264092349,"score_gpt":0.29720102791927794,"score_spread":0.2828659416551856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144291512","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":[0.99653304,0.00020980753,0.00034711993,0.0005289809,0.0011256385,0.0000644985,0.000002447258,0.0000053850513,0.0011831074],"genre_scores_gemma":[0.99942595,0.00019472039,0.000033070417,0.000009277327,0.00021147344,6.3758733e-7,2.9331633e-7,0.0000030528042,0.000121534664],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99901795,0.00006427213,0.00031987508,0.00007384293,0.00044456613,0.00007949532],"domain_scores_gemma":[0.99945605,0.000041099178,0.00017632167,0.00006124378,0.00021230124,0.000052995398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061328086,0.00005914369,0.00010724898,0.00006333068,0.00010306221,0.00004702162,0.00026736522,0.000043172506,0.000055303564],"category_scores_gemma":[0.00017445913,0.000045582234,0.000044023527,0.00015954244,0.00004204188,0.00023169763,0.000110284374,0.00024011447,1.3462288e-7],"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":[0.00018069148,0.0011266561,0.048863657,0.00007849457,0.0009747925,0.005394675,0.8899661,0.024575284,0.0002376229,0.024222326,0.00022054292,0.0041591907],"study_design_scores_gemma":[0.0027751767,0.00039822573,0.064968236,0.00054670294,0.00023223388,0.0027406712,0.9073468,0.0087201735,0.0002239728,0.003307461,0.008207187,0.0005331854],"about_ca_topic_score_codex":0.000527331,"about_ca_topic_score_gemma":0.0012378421,"teacher_disagreement_score":0.020914864,"about_ca_system_score_codex":0.000029265844,"about_ca_system_score_gemma":0.00006005641,"threshold_uncertainty_score":0.18587895},"labels":[],"label_agreement":null},{"id":"W3145051811","doi":"10.21810/jicw.v3i3.2816","title":"QAnon: A rising threat to democracy?","year":2021,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Democracy; Panel discussion; Ideology; Presentation (obstetrics); Odds; Political science; Sociology; Politics; Political economy; Law; Medicine; Business; Advertising","score_opus":0.04423760968190563,"score_gpt":0.34109904171589134,"score_spread":0.2968614320339857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3145051811","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":[0.86651766,0.00985539,0.020667003,0.03885618,0.0010693499,0.00027048058,0.0000021255114,0.000026480204,0.062735334],"genre_scores_gemma":[0.9888458,0.004435823,0.00022400059,0.0008897628,0.00019756958,4.118091e-7,1.5165662e-7,0.0000049267587,0.0054015247],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989824,0.00015469157,0.00024226643,0.0000815766,0.0003372899,0.00020175944],"domain_scores_gemma":[0.99915826,0.00018380734,0.00011756608,0.000121828954,0.00028085613,0.00013767483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086675945,0.000076752185,0.00013852539,0.000055035773,0.00047169178,0.00013868818,0.00036653708,0.00003333736,0.00083759776],"category_scores_gemma":[0.00024927122,0.000048414506,0.000056264616,0.0003098206,0.00019181597,0.0002017948,0.00009825242,0.00013517626,0.000017455226],"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":[0.00020273401,0.00012054953,0.008137745,0.000049446182,0.00015626215,0.00024298923,0.31415078,0.00065452326,0.002392206,0.03708702,0.008420061,0.62838566],"study_design_scores_gemma":[0.00022116718,0.00033005493,0.008696149,0.0005268043,0.00020375963,0.00017923751,0.37287775,0.00012392913,0.008773199,0.013612144,0.59400916,0.0004466585],"about_ca_topic_score_codex":0.00008733608,"about_ca_topic_score_gemma":0.0002303597,"teacher_disagreement_score":0.627939,"about_ca_system_score_codex":0.000021338037,"about_ca_system_score_gemma":0.000096079435,"threshold_uncertainty_score":0.9171108},"labels":[],"label_agreement":null},{"id":"W3145573337","doi":"10.1016/j.ijdrr.2021.102219","title":"Maladaptation, fragmentation, and other secondary effects of centralized post-disaster urban planning: The case of the 2011 “cascading” disaster in Japan","year":2021,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Japan Science and Technology Agency; Japan Society for the Promotion of Science","keywords":"Maladaptation; Environmental planning; Urban planning; Urban sprawl; Urbanization; Geography; Environmental resource management; Business; Land-use planning; Fragmentation (computing); Land use; Economic growth; Civil engineering; Engineering; Environmental science; Economics; Computer science","score_opus":0.00882647025419899,"score_gpt":0.28605283831577394,"score_spread":0.27722636806157497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3145573337","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":[0.9942194,0.0004699562,0.00019098022,0.0015672216,0.0019115153,0.00020886291,0.000014563235,0.000003298887,0.0014141711],"genre_scores_gemma":[0.9983613,0.000086500746,0.00011000936,0.000116525705,0.00028541317,0.000004093321,0.000002218716,0.000009869308,0.0010241081],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998139,0.00049370935,0.0005768649,0.00015294927,0.0004865542,0.0001508854],"domain_scores_gemma":[0.9984655,0.00017094944,0.0007733575,0.00013837447,0.00039954178,0.000052274434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051182514,0.00011380731,0.00017755586,0.00014624807,0.00013030869,0.00009682596,0.000331081,0.000054527474,0.00016370583],"category_scores_gemma":[0.00018364745,0.000073883755,0.00012957897,0.00018156932,0.0003931164,0.0005494762,0.00008449813,0.00020039585,0.0000018206634],"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":[0.0006084038,0.00066546723,0.2968559,0.00015298324,0.0007142868,0.00018923887,0.6478767,0.00081781216,0.008522528,0.008058252,0.0033496367,0.032188836],"study_design_scores_gemma":[0.0050182147,0.0002904015,0.35341427,0.0011929555,0.000430116,0.0011409782,0.61703914,0.000242003,0.0067134076,0.0057026655,0.008400538,0.00041533215],"about_ca_topic_score_codex":0.00055074657,"about_ca_topic_score_gemma":0.00037332374,"teacher_disagreement_score":0.056558363,"about_ca_system_score_codex":0.000061848514,"about_ca_system_score_gemma":0.00011469852,"threshold_uncertainty_score":0.30128923},"labels":[],"label_agreement":null},{"id":"W3148297697","doi":"10.18280/ijdne.160115","title":"Development of an Exposure Vulnerability Index Map Using GIS Modeling for Preliminary Seismic Risk Assessment in Sabah, Malaysia","year":2021,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Tun Hussein Onn Malaysia","keywords":"Vulnerability (computing); Vulnerability index; Geographic information system; Hazard; Hazard map; Geography; Index (typography); Vulnerability assessment; Risk assessment; Scale (ratio); Cartography; Environmental resource management; Risk analysis (engineering); Environmental science; Computer science; Geology; Climate change; Business","score_opus":0.025068898657919107,"score_gpt":0.33260983275987244,"score_spread":0.3075409341019533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148297697","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":[0.70721155,0.00018065637,0.2917883,0.0002228355,0.00040157238,0.00010145136,0.0000055401783,0.0000025534541,0.000085535496],"genre_scores_gemma":[0.9057004,0.0001079355,0.093983,0.000045680576,0.000104709616,0.0000021027035,0.0000063362854,0.0000059555696,0.000043869415],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986155,0.00016601045,0.00047379258,0.00015333481,0.0004498834,0.00014144665],"domain_scores_gemma":[0.99896157,0.00011186099,0.0003223083,0.00006664956,0.0004787317,0.000058893653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013817053,0.00008872087,0.00017085097,0.00017056995,0.00011535685,0.000088298846,0.00029228858,0.00013022507,0.000008428204],"category_scores_gemma":[0.00011022622,0.00008273332,0.00006245664,0.0001112197,0.000048257723,0.0004873847,0.000063281026,0.000332067,8.001544e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005469619,0.0005844534,0.03251606,0.00007367006,0.00027277687,0.00007997513,0.011081777,0.9035891,0.0011646342,0.0017902233,0.000027779188,0.04827256],"study_design_scores_gemma":[0.00060449564,0.00008216624,0.007078975,0.00013938645,0.00003203008,0.000010266616,0.0064778146,0.978143,0.00007401567,0.00705003,0.00019642322,0.000111409085],"about_ca_topic_score_codex":0.000035003835,"about_ca_topic_score_gemma":0.00025195995,"teacher_disagreement_score":0.19848886,"about_ca_system_score_codex":0.00019534389,"about_ca_system_score_gemma":0.0005491469,"threshold_uncertainty_score":0.33737668},"labels":[],"label_agreement":null},{"id":"W3152752907","doi":"10.1017/s1049023x00055965","title":"Inter-Professional Disaster and Emergency Action Studies Project: Serious Games","year":2009,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centennial College","funders":"","keywords":"Action (physics); Emergency management; Medical emergency; Forensic engineering; Engineering; Medicine; Political science; Law","score_opus":0.045817246637299226,"score_gpt":0.39379983985483885,"score_spread":0.3479825932175396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152752907","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":[0.95666504,0.003592058,0.000046335004,0.010428184,0.001717367,0.00041971676,0.000001665251,0.00006459864,0.027065016],"genre_scores_gemma":[0.97437,0.0022869932,0.00003171226,0.00039109998,0.0005401393,0.00001953166,0.0000036293752,0.0000061479045,0.02235076],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987105,0.000083714316,0.00025022688,0.00033283833,0.0003287405,0.00029399613],"domain_scores_gemma":[0.9995789,0.000039184375,0.00008533153,0.00011799892,0.000055506604,0.00012309219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026033146,0.000174321,0.00023067393,0.000086915934,0.00033609383,0.0000381876,0.00012920692,0.00005285691,0.00013362349],"category_scores_gemma":[0.00010603743,0.00011348838,0.0000291453,0.0001701622,0.0006240825,0.0005275229,0.000121079436,0.000102017206,0.00000776671],"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":[0.00014194503,0.00021749912,0.040769175,0.0002178874,0.0000880219,0.000015909287,0.5180615,2.1697761e-7,0.00032487867,0.009106048,0.0345564,0.3965005],"study_design_scores_gemma":[0.0014895275,0.0013712165,0.2102903,0.00067079515,0.00014245171,0.0000068475406,0.704971,0.00004194935,0.000011629393,0.021440102,0.059002824,0.0005613612],"about_ca_topic_score_codex":0.00010427963,"about_ca_topic_score_gemma":0.00021896855,"teacher_disagreement_score":0.39593914,"about_ca_system_score_codex":0.000019001689,"about_ca_system_score_gemma":0.000015263238,"threshold_uncertainty_score":0.4627922},"labels":[],"label_agreement":null},{"id":"W3154747351","doi":"10.3390/jrfm14050193","title":"Post-Disaster Spillovers: Evidence from Iranian Provinces","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Natural disaster; Spillover effect; Panel data; Per capita; Flood myth; Novelty; Geography; Natural (archaeology); Econometrics; Economics; Economic geography; Development economics; Demography; Macroeconomics; Psychology","score_opus":0.011205587867581402,"score_gpt":0.2537039745900034,"score_spread":0.24249838672242197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154747351","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":[0.9697624,0.003970841,0.00474128,0.001516467,0.0013093348,0.00020100837,0.000011299047,0.000015274081,0.018472094],"genre_scores_gemma":[0.9817456,0.011960346,0.0023244475,0.0003745178,0.00061560475,0.0000017671761,8.0378555e-7,0.0000063525454,0.0029705614],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860156,0.00015028653,0.00030993557,0.00019191195,0.00052155624,0.00022474615],"domain_scores_gemma":[0.9992301,0.00010449644,0.00026569195,0.00012798113,0.00015953441,0.00011222514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005937983,0.000104437924,0.00019371531,0.00009620665,0.0002956466,0.0002293322,0.00028284508,0.000047002497,0.00013569405],"category_scores_gemma":[0.00033712885,0.000086473774,0.000101986196,0.00023616136,0.00016380951,0.00065265055,0.00015865837,0.00013611616,0.000018217428],"study_design_candidate":"design_other","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":[0.00023495135,0.00021338847,0.059770055,0.00008209715,0.00007241113,0.0008474239,0.039948665,0.000021831927,0.00011237755,0.014837038,0.004078659,0.8797811],"study_design_scores_gemma":[0.0008762704,0.00020968841,0.32646456,0.0006577298,0.0002977685,0.0000040225736,0.052788887,0.000010211584,0.00005596866,0.008451466,0.6098754,0.00030806003],"about_ca_topic_score_codex":0.00055555225,"about_ca_topic_score_gemma":0.0019264978,"teacher_disagreement_score":0.87947303,"about_ca_system_score_codex":0.000045322187,"about_ca_system_score_gemma":0.00009551418,"threshold_uncertainty_score":0.3526298},"labels":[],"label_agreement":null},{"id":"W3155949807","doi":"10.48550/arxiv.2006.00271","title":"Impact of Coastal Hazards on Residents Spatial Accessibility to Health Services","year":2020,"lang":"en","type":"article","venue":"arXiv (Cornell University)","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","funders":"","keywords":"Vulnerability (computing); Hazard; Closure (psychology); Natural hazard; Environmental resource management; Scale (ratio); Geography; Geographic information system; Bridge (graph theory); Environmental planning; Transport engineering; Business; Computer science; Environmental science; Cartography; Engineering; Computer security; Medicine; Meteorology","score_opus":0.06247240172272647,"score_gpt":0.2741262932689706,"score_spread":0.21165389154624412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155949807","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":[0.9851629,0.0000031338209,0.0010379015,0.00049184903,0.000074143885,0.00023207313,0.000017569213,0.00004474178,0.012935701],"genre_scores_gemma":[0.99882895,0.000018473154,0.000011591957,0.00036076843,0.000059632952,1.181385e-7,0.0000026548553,0.0000044303115,0.000713356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989715,0.00015487317,0.000117743184,0.00034755655,0.00015554504,0.00025276325],"domain_scores_gemma":[0.9993075,0.00003097274,0.00011081542,0.00018122589,0.000058550526,0.0003108934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020849511,0.00009131894,0.00015441021,0.00006756037,0.00020697928,0.000041303276,0.0005566515,0.000035400142,0.00017347316],"category_scores_gemma":[0.000028801658,0.00008821074,0.00009591461,0.0006301014,0.00011818914,0.00029276885,0.0001881921,0.00006340319,0.00007133531],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076439406,0.00029358934,0.9418127,0.00012835351,0.00007520465,0.00004431871,0.022984022,0.013476495,0.00009152688,0.013724672,0.0014131939,0.0051915236],"study_design_scores_gemma":[0.00049193396,0.0006272721,0.98876995,0.00006184219,0.000015136366,2.733438e-8,0.0062464313,0.0025251904,0.000032088512,0.0006705426,0.00039156547,0.00016800809],"about_ca_topic_score_codex":0.020660913,"about_ca_topic_score_gemma":0.011628111,"teacher_disagreement_score":0.046957254,"about_ca_system_score_codex":0.000096001386,"about_ca_system_score_gemma":0.00018912324,"threshold_uncertainty_score":0.9858606},"labels":[],"label_agreement":null},{"id":"W3156270364","doi":"10.2139/ssrn.3672551","title":"Maintaining Places of Social Inclusion: Ebola and the Emergency Department","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inclusion (mineral); Ebola virus; Emergency department; Ebolavirus; Medical emergency; Political science; Medicine; Virology; Sociology; Nursing; Outbreak; Social science","score_opus":0.009729740463392492,"score_gpt":0.2733445203321052,"score_spread":0.26361477986871273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156270364","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":[0.8533084,0.0048601893,0.0020264036,0.06922087,0.00029954445,0.0003554215,0.000001156487,0.0000310692,0.06989695],"genre_scores_gemma":[0.9941777,0.004127934,0.00001252007,0.00017030427,0.0004140318,0.0000022437907,2.949323e-7,0.0000040490922,0.0010908999],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984099,0.00022524588,0.00018223334,0.0000937694,0.00036243422,0.00072641094],"domain_scores_gemma":[0.9997069,0.000035576195,0.00014057507,0.00003179417,0.00003157285,0.00005357991],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001981685,0.0000626216,0.0001117256,0.000021221182,0.0014434718,0.00003240034,0.0003087218,0.000026824247,0.000098832636],"category_scores_gemma":[0.00007827209,0.000040778985,0.00006216723,0.00015564685,0.00026735998,0.0001210971,0.0002567479,0.00037228502,0.0000032494204],"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":[0.000112161746,0.000012353879,0.00079354725,0.0000037798568,0.000056811554,9.604074e-7,0.04498625,0.000005588193,0.000032451757,0.9419421,0.00033488555,0.011719084],"study_design_scores_gemma":[0.0023855655,0.00031876398,0.0011422214,0.000014672371,0.00012919278,0.000008211731,0.27788827,0.00018325816,0.000023728317,0.6360911,0.081571296,0.0002436776],"about_ca_topic_score_codex":0.00008232268,"about_ca_topic_score_gemma":0.001550796,"teacher_disagreement_score":0.30585098,"about_ca_system_score_codex":0.000084326624,"about_ca_system_score_gemma":0.00039773257,"threshold_uncertainty_score":0.99985653},"labels":[],"label_agreement":null},{"id":"W3157265204","doi":"10.1080/17512786.2021.1904790","title":"Picturing Haitian Earthquake Survivors: Graphic Reportage as an Ethical Strategy for Representing Vulnerable Sources","year":2021,"lang":"en","type":"article","venue":"Journalism Practice","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Concordia University","keywords":"Journalism; Scholarship; Comics; Sociology; Field (mathematics); Media studies; Media ethics; Visual arts; Political science; Art; Law","score_opus":0.04998417685296358,"score_gpt":0.3912839375549255,"score_spread":0.34129976070196194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157265204","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":[0.673327,0.00037739848,0.0011059325,0.03416887,0.0009921159,0.00029848542,0.0000022240392,0.00012673647,0.28960124],"genre_scores_gemma":[0.9759273,0.00043820307,0.0013669822,0.0021383415,0.0010266034,0.000015021584,0.000006546808,0.000022190929,0.019058805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99585295,0.0017250443,0.00049514644,0.00047546127,0.0008916378,0.0005597454],"domain_scores_gemma":[0.99695027,0.0013678094,0.0005583381,0.00036786572,0.00046906475,0.00028666639],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0073406785,0.00014789499,0.00021397498,0.00010544689,0.0020856715,0.0015921876,0.00035753543,0.00022942878,0.00039869366],"category_scores_gemma":[0.008529773,0.00014240475,0.00015153992,0.00046137103,0.00017415703,0.0026834847,0.00008676697,0.0010440651,0.00001706233],"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":[0.00044382628,0.0015321946,0.013759252,0.00036074672,0.000808111,0.0073715337,0.15864383,0.0032878963,0.0021901417,0.7439724,0.01190275,0.055727277],"study_design_scores_gemma":[0.00042349737,0.00009467066,0.0026003455,0.00009337233,0.00015699488,0.00017155854,0.20523573,0.00019108327,0.00033368185,0.01359104,0.7767517,0.00035631377],"about_ca_topic_score_codex":0.0032300046,"about_ca_topic_score_gemma":0.0060126735,"teacher_disagreement_score":0.76484895,"about_ca_system_score_codex":0.000027858789,"about_ca_system_score_gemma":0.0003144481,"threshold_uncertainty_score":0.9998218},"labels":[],"label_agreement":null},{"id":"W3157472232","doi":"10.1007/s11069-021-05106-9","title":"A universal severity classification for natural disasters","year":2021,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; University of Calgary; Alberta Innovates; Alberta Innovates - Technology Futures; Alberta Motor Association Foundation for Traffic Safety; National Oceanic and Atmospheric Administration","keywords":"Natural hazard; Natural disaster; Stakeholder; Computer security; Business; Computer science; Risk analysis (engineering); Environmental resource management; Geography; Political science; Environmental science; Public relations; Meteorology","score_opus":0.01993543372979874,"score_gpt":0.31317117285008284,"score_spread":0.2932357391202841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157472232","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":[0.8612632,0.0009921748,0.0008079379,0.02133058,0.0062474534,0.00073547114,0.00003140609,0.00024889168,0.108342856],"genre_scores_gemma":[0.96224934,0.000034072746,0.0006408369,0.00029879788,0.00024094661,0.000008182879,0.00004229659,0.000005927892,0.03647963],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894136,0.00008657916,0.00010359626,0.0002512991,0.0003364602,0.00028072417],"domain_scores_gemma":[0.99950236,0.0000741572,0.00004914487,0.00013805536,0.00017086335,0.000065418346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020036232,0.0000854435,0.00009899324,0.000038377442,0.00035874025,0.00012967562,0.00023988783,0.00006622377,0.000069132664],"category_scores_gemma":[0.00017919105,0.00007804061,0.0001013699,0.00030941662,0.00019489108,0.00039983075,0.000058452984,0.00012706508,0.000020805986],"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":[0.00025337868,0.00022412348,0.002993395,0.00012856464,0.00013925396,0.000043446544,0.030176857,0.000013179913,0.0053701387,0.36370417,0.07346537,0.5234881],"study_design_scores_gemma":[0.0011730054,0.000039834344,0.03471938,0.000054166212,0.00007798655,0.000002512206,0.07562408,0.006094435,0.00062409433,0.0035263577,0.877504,0.0005601507],"about_ca_topic_score_codex":0.00009259242,"about_ca_topic_score_gemma":0.001319883,"teacher_disagreement_score":0.80403864,"about_ca_system_score_codex":0.00013064082,"about_ca_system_score_gemma":0.0001689004,"threshold_uncertainty_score":0.31824037},"labels":[],"label_agreement":null},{"id":"W3157786137","doi":"10.5070/g314552421","title":"Review: The Discourses of Environmental Collapse: Imagining the End","year":2021,"lang":"en","type":"article","venue":"Electronic Green Journal","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":"NanoQuébec (Canada)","funders":"","keywords":"Aesthetics; Environmental ethics; End of history; History; Sociology; Political science; Philosophy; Law; Politics","score_opus":0.007559085692642639,"score_gpt":0.27622895585632534,"score_spread":0.2686698701636827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157786137","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08034733,0.5415134,0.00019927614,0.28198573,0.00077220285,0.0005421827,0.000006942649,0.000020893367,0.09461203],"genre_scores_gemma":[0.9396617,0.04773765,0.000009167122,0.0013845853,0.00027199494,0.0000033046617,8.9144794e-7,0.000005132628,0.010925563],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985511,0.0003498647,0.00017855948,0.00009376238,0.00047318696,0.00035355508],"domain_scores_gemma":[0.99954545,0.00008450206,0.00015076627,0.0001550744,0.000021530052,0.00004269119],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011974237,0.000066435256,0.00010095173,0.000014016679,0.0011087527,0.00007021654,0.0005509101,0.000014116085,0.0010346627],"category_scores_gemma":[0.000049657854,0.00003501611,0.00009819562,0.00019416233,0.0004919702,0.00015318545,0.00015947645,0.0002739176,0.000011666608],"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":[0.000038587525,0.00037398547,0.011022844,0.0001466212,0.0005828856,0.00010807392,0.06597714,0.000033141627,0.003368041,0.09856363,0.20487565,0.6149094],"study_design_scores_gemma":[0.00013965408,0.000037505597,0.0020089827,0.00015740476,0.000087050445,0.000049498743,0.014225279,0.000008199059,0.00010468193,0.0040886328,0.979013,0.000080106816],"about_ca_topic_score_codex":0.000055427423,"about_ca_topic_score_gemma":0.00054109044,"teacher_disagreement_score":0.8593144,"about_ca_system_score_codex":0.00007238541,"about_ca_system_score_gemma":0.00029509718,"threshold_uncertainty_score":0.9998785},"labels":[],"label_agreement":null},{"id":"W3158169511","doi":"10.11575/prism/38282","title":"Expecting the Unexpected: Disaster Vulnerability and Emergency Planning","year":2020,"lang":"en","type":"article","venue":"University of Calgary","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Emergency management; Environmental planning; Business; Computer security; Computer science; Risk analysis (engineering); Geography; Political science","score_opus":0.030181143747920774,"score_gpt":0.26276914630400794,"score_spread":0.23258800255608716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158169511","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":[0.875045,0.00012271678,0.001552318,0.002309591,0.0000689002,0.000098783305,4.3966148e-7,0.000031005024,0.12077122],"genre_scores_gemma":[0.99851924,0.000029574663,0.000110641784,0.00005368598,0.00003795378,5.3634555e-8,4.5322008e-7,0.0000015708728,0.0012468502],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99947304,0.000097491655,0.0000543758,0.00012456058,0.00014636532,0.00010417604],"domain_scores_gemma":[0.99976987,0.00004254297,0.000041305208,0.00006480481,0.00002061808,0.0000608346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012961154,0.00004000884,0.00006280745,0.000013514244,0.0004466226,0.000010304336,0.00019755607,0.000022443128,0.0002657165],"category_scores_gemma":[0.00005258938,0.000034304256,0.00003004084,0.00014086455,0.00028127094,0.00014258604,0.00012166922,0.00006430188,0.0000043558125],"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":[0.00007710348,0.0000403029,0.20099123,0.00004962031,0.00003944926,0.000020340476,0.76021385,0.000033229288,0.00037269783,0.017845122,0.0047772094,0.015539833],"study_design_scores_gemma":[0.00033682818,0.000056770154,0.09252984,0.000022968434,0.00004332922,2.0801575e-7,0.8406965,0.0010770144,0.00002240387,0.00065100536,0.064379886,0.0001832124],"about_ca_topic_score_codex":0.00080781156,"about_ca_topic_score_gemma":0.00020257974,"teacher_disagreement_score":0.123474196,"about_ca_system_score_codex":0.000009031232,"about_ca_system_score_gemma":0.000013719216,"threshold_uncertainty_score":0.3435105},"labels":[],"label_agreement":null},{"id":"W3158494802","doi":"10.5555/1480-6800.18.1.124","title":"Effectiveness of the Disaster Risk Management System in Pakistan","year":2015,"lang":"en","type":"article","venue":"Arab world geographer","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Risk management; Business; Risk analysis (engineering); Environmental resource management; Environmental planning; Environmental health; Geography; Medicine; Economics; Finance","score_opus":0.010358865603816826,"score_gpt":0.28132454498857856,"score_spread":0.27096567938476174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158494802","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":[0.49020994,0.00020565766,0.00008100399,0.000054273263,0.00053518027,0.0006006959,0.0000017959683,0.000032905627,0.50827855],"genre_scores_gemma":[0.99435174,0.000018230918,0.000053932814,0.000017170609,0.000022037773,0.000037199392,4.3737182e-7,0.0000062891363,0.0054929536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998237,0.00069667905,0.00018173475,0.0001992462,0.0004311359,0.00025420464],"domain_scores_gemma":[0.99942905,0.00008068462,0.00009788394,0.00029551084,0.000035398727,0.00006144852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016348666,0.00009091893,0.00013237142,0.00014102084,0.00012797264,0.000045938414,0.00043969482,0.000023499937,0.000022649445],"category_scores_gemma":[0.000010313063,0.00006116721,0.000090787405,0.0013269263,0.00031183762,0.00012293496,0.00013822029,0.00007687948,0.000024215151],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004969268,0.00008102325,0.8765139,0.00014121029,0.000040905084,0.0000057024413,0.004142331,0.00015662766,0.0000014658208,0.112257734,0.00046035877,0.0061490727],"study_design_scores_gemma":[0.0008629616,0.000018867388,0.91647875,0.00048236008,0.000058068603,1.0174578e-7,0.036358837,0.000025070643,0.000014410817,0.0051019853,0.04042591,0.00017264197],"about_ca_topic_score_codex":0.0021927978,"about_ca_topic_score_gemma":0.007634584,"teacher_disagreement_score":0.5041418,"about_ca_system_score_codex":0.000054625947,"about_ca_system_score_gemma":0.000014803498,"threshold_uncertainty_score":0.4260277},"labels":[],"label_agreement":null},{"id":"W3158518757","doi":"10.1080/09614524.2021.1911939","title":"Why technocratic understandings of humanitarian accountability undermine local communities","year":2021,"lang":"en","type":"article","venue":"Development in Practice","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Accountability; Technocracy; Cognitive reframing; Politics; Public administration; Political science; Humanitarian aid; Equity (law); Public relations; Sociology; Law; Psychology","score_opus":0.051083928539912844,"score_gpt":0.3357036887970209,"score_spread":0.28461976025710806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158518757","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":[0.23820178,0.00027273438,0.012302497,0.014866905,0.00045749763,0.0004992411,0.0000018518846,0.00010211798,0.7332954],"genre_scores_gemma":[0.9942187,0.000100100646,0.0034119398,0.001072407,0.000011126165,0.000011297259,0.0000074228346,0.000005729673,0.0011612935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99861825,0.0002691645,0.00029492902,0.00013903681,0.0004554327,0.00022319907],"domain_scores_gemma":[0.9989451,0.0005303147,0.00012655355,0.00019839375,0.00016422126,0.000035423152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012052259,0.0000858371,0.00013875343,0.00009960971,0.00033166347,0.000093408125,0.0002929725,0.000059941252,0.00027006314],"category_scores_gemma":[0.00038191903,0.000090566944,0.000019780904,0.00056168844,0.0005176361,0.00077145535,0.00017016276,0.00015771767,0.000013340125],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009077454,0.0014716241,0.020123018,0.00026582563,0.00014753186,0.000102485756,0.33679366,0.00006722728,0.000115932446,0.6204952,0.0039683403,0.016358355],"study_design_scores_gemma":[0.00023479023,0.000013399576,0.0019195499,0.00008889511,0.000020607957,0.0000019177405,0.67474145,0.000017785504,0.0002841195,0.004929833,0.31759623,0.00015141618],"about_ca_topic_score_codex":0.002620415,"about_ca_topic_score_gemma":0.054209515,"teacher_disagreement_score":0.7560169,"about_ca_system_score_codex":0.00029981651,"about_ca_system_score_gemma":0.00043479065,"threshold_uncertainty_score":0.9630487},"labels":[],"label_agreement":null},{"id":"W3158633303","doi":"10.1007/s11159-021-09889-8","title":"Public health crises compounded: A high school equivalency context in the time of a pandemic","year":2021,"lang":"en","type":"article","venue":"International Review of Education","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Disadvantaged; Political science; Panacea (medicine); Pandemic; Context (archaeology); Population; Certificate; Economic growth; Public relations; Sociology; Coronavirus disease 2019 (COVID-19); Pedagogy; Medicine; Economics; Geography","score_opus":0.10370070330368941,"score_gpt":0.4188679477660103,"score_spread":0.31516724446232086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158633303","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":[0.23574175,0.13998437,0.00018631252,0.3071667,0.00221383,0.0013557641,0.000020007652,0.000024123246,0.31330714],"genre_scores_gemma":[0.9589402,0.032910943,0.000072659896,0.0043655336,0.000087795626,0.00002737028,0.000030627423,0.0000020589523,0.0035627882],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868685,0.00034227318,0.00033869967,0.00010434785,0.00043442808,0.00009340452],"domain_scores_gemma":[0.99910504,0.00014902423,0.00025334657,0.0001250594,0.00033351887,0.00003402084],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012583758,0.00004333088,0.00013251741,0.000067243265,0.00004434123,0.000030334377,0.00040580667,0.000012069402,0.0012981856],"category_scores_gemma":[0.0011479935,0.00003334169,0.000051178144,0.00030953065,0.00009273853,0.00020613818,0.0000332857,0.000051522456,0.000031576932],"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":[0.0000054595675,0.0012567468,0.04644701,0.0021679308,0.00004702673,7.943336e-7,0.012806648,7.604391e-7,0.000063620246,0.42873418,0.11045949,0.3980103],"study_design_scores_gemma":[0.00035508466,0.000048577996,0.13914457,0.012130397,0.000028987011,0.0000042951774,0.038359985,0.000012255993,0.000019842993,0.02049177,0.7892177,0.00018650407],"about_ca_topic_score_codex":0.0009955888,"about_ca_topic_score_gemma":0.00041061736,"teacher_disagreement_score":0.7231985,"about_ca_system_score_codex":0.000104856015,"about_ca_system_score_gemma":0.001244252,"threshold_uncertainty_score":0.9996148},"labels":[],"label_agreement":null},{"id":"W3159393026","doi":"10.1080/13876988.2021.1894074","title":"Comparative Public Policy Analysis of COVID-19 as a Naturally Occurring Experiment","year":2021,"lang":"en","type":"article","venue":"Journal of Comparative Policy Analysis Research and Practice","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Carleton University; Simon Fraser University","funders":"","keywords":"Scholarship; Coronavirus disease 2019 (COVID-19); Political science; Politics; Pandemic; Public policy; State (computer science); Psychological resilience; 2019-20 coronavirus outbreak; Resilience (materials science); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Policy analysis; Public administration; Sociology; Political economy; Biology; Law","score_opus":0.3083146513002563,"score_gpt":0.6005206881894513,"score_spread":0.29220603688919494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159393026","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":[0.63471514,0.0068680025,0.0024846145,0.102116466,0.00007070738,0.00035094496,0.000028010461,0.000016132939,0.25334996],"genre_scores_gemma":[0.9943991,0.0017380014,0.00062639255,0.0007750675,0.0002665807,0.0000062831364,0.0000075256435,0.00000398464,0.0021770673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99024063,0.0056807394,0.0008109198,0.0003395523,0.0023171727,0.0006109606],"domain_scores_gemma":[0.98846084,0.005796957,0.0010199824,0.0003148458,0.0035077299,0.00089962716],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0067554046,0.00018134064,0.0010968952,0.0052040056,0.00092245813,0.00069077703,0.00067809754,0.00008100311,0.00044932804],"category_scores_gemma":[0.011229098,0.00015060275,0.0004889618,0.019940697,0.001217797,0.0016332098,0.00029591282,0.0005984464,0.0000110733035],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018308408,0.002299053,0.011840974,0.0000742951,0.060008768,0.00032083457,0.37796363,0.006808606,0.0025415625,0.52485347,0.010381271,0.0010767148],"study_design_scores_gemma":[0.0011134899,0.00067403854,0.0102657005,0.000036852605,0.004782194,0.000029415538,0.52348185,0.00196146,0.0009254036,0.005692137,0.45063284,0.00040464074],"about_ca_topic_score_codex":0.011741749,"about_ca_topic_score_gemma":0.007918876,"teacher_disagreement_score":0.5191613,"about_ca_system_score_codex":0.00046515616,"about_ca_system_score_gemma":0.0045258077,"threshold_uncertainty_score":0.99709976},"labels":[],"label_agreement":null},{"id":"W3160677832","doi":"10.17269/s41997-021-00486-8","title":"“I believe this team will change how society views youth in disasters”: the EnRiCH Youth Research Team: a youth-led community-based disaster risk reduction program in Ottawa, Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia; Canadian Red Cross Society; University of Ottawa","funders":"Ontario Ministry of Economic Development and Innovation","keywords":"Disaster risk reduction; Preparedness; Participatory action research; Positive Youth Development; Public relations; Grassroots; Curriculum; Citizen journalism; Political science; Medical education; Sociology; Pedagogy; Medicine; Environmental planning; Geography","score_opus":0.1746762792203924,"score_gpt":0.362930698247544,"score_spread":0.1882544190271516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160677832","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":[0.91046363,0.0011453748,0.00003556857,0.078348055,0.0010642138,0.001410013,0.00018888272,0.000015115789,0.0073291543],"genre_scores_gemma":[0.9960952,0.00027576752,0.00011108536,0.0019258229,0.00045387514,0.000035283043,0.000060893683,0.000023987006,0.0010181019],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9875055,0.008487039,0.00072983035,0.0003029866,0.0012116587,0.0017630142],"domain_scores_gemma":[0.99659115,0.0002482074,0.00051669934,0.0005110057,0.0005505602,0.0015823995],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.019119663,0.00022216525,0.00044793723,0.0004854814,0.0019680897,0.00074411154,0.0011672945,0.00014463856,0.0000544056],"category_scores_gemma":[0.001157094,0.00017440617,0.00015833977,0.0029284526,0.0008075163,0.0008627794,0.00008239584,0.002180799,0.000002139669],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007791205,0.00020693992,0.06667654,0.00008536083,0.000032504202,0.000018294042,0.8865533,0.000013388008,3.6961507e-7,0.0002467761,0.014731272,0.031427495],"study_design_scores_gemma":[0.0006292701,0.00016920983,0.009189498,0.00023478303,0.000017190823,0.0000020313191,0.8971586,0.00004896099,5.0157297e-7,0.000071348586,0.092300855,0.00017772509],"about_ca_topic_score_codex":0.96517944,"about_ca_topic_score_gemma":0.999078,"teacher_disagreement_score":0.08563156,"about_ca_system_score_codex":0.0037093887,"about_ca_system_score_gemma":0.025405617,"threshold_uncertainty_score":0.99933124},"labels":[],"label_agreement":null},{"id":"W3160894463","doi":"","title":"Presenting Our Own Narratives: Alan Greyeyes in Conversation with Melody McKiver","year":2021,"lang":"en","type":"article","venue":"Érudit (Université de Montréal)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Conversation; The arts; Narrative; Visual arts; Media studies; History; Art; Sociology; Literature; Communication","score_opus":0.0071869620622006854,"score_gpt":0.20187749261545207,"score_spread":0.1946905305532514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160894463","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":[0.9124047,0.0006160063,0.00015858513,0.0247705,0.000105127154,0.00019013336,0.0000019761285,0.00005673246,0.061696224],"genre_scores_gemma":[0.93440855,0.00040043492,0.00031579213,0.000090293295,0.00004945331,0.0000025303932,0.000007712531,0.0000066826133,0.06471853],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989317,0.00015850838,0.000078491685,0.00024295339,0.0003045343,0.000283829],"domain_scores_gemma":[0.99961036,0.000027810176,0.00007830987,0.00013007812,0.00007304517,0.00008036606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017965329,0.000090051544,0.000114626775,0.00009718437,0.00044888916,0.000044875083,0.00018703399,0.000053662257,0.00010791714],"category_scores_gemma":[0.000028888751,0.00008892297,0.000037773592,0.00046738045,0.00008196657,0.0004349878,0.00012037263,0.00008290971,0.00003374779],"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":[0.00030517636,0.00034336056,0.3297439,0.000091845985,0.0002812806,0.0075737787,0.4863287,0.00095890235,0.0013812336,0.107300594,0.045962326,0.019728921],"study_design_scores_gemma":[0.0010858271,0.00003152546,0.026496997,0.00006015645,0.00003440358,0.000008183612,0.5994129,0.00025060857,0.00014129971,0.0009172058,0.3713054,0.00025546004],"about_ca_topic_score_codex":0.004687488,"about_ca_topic_score_gemma":0.27103364,"teacher_disagreement_score":0.3253431,"about_ca_system_score_codex":0.001003348,"about_ca_system_score_gemma":0.000071992225,"threshold_uncertainty_score":0.7422681},"labels":[],"label_agreement":null},{"id":"W3161376952","doi":"","title":"Citizens’ Expectations for Crisis Management and the Involvement of Civil Society Organizations in China","year":2021,"lang":"en","type":"article","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National University of Singapore; Colgate University; University of Alberta; London School of Economics and Political Science; Harvard University","keywords":"Civil society; Legitimacy; China; Crisis management; Government (linguistics); Politics; State (computer science); Political science; Public administration; Function (biology); Public relations; Political economy; Sociology; Law","score_opus":0.03440306975892597,"score_gpt":0.35451902688635223,"score_spread":0.32011595712742624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161376952","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":[0.965493,0.00032758297,0.00007538121,0.019751912,0.0001172448,0.00072101457,0.00012577826,0.0000056607996,0.01338242],"genre_scores_gemma":[0.9923243,0.0046561426,0.0020926415,0.00038950567,0.00010519826,0.000028859022,0.0000070697856,0.000010075748,0.00038623484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9961682,0.00016815531,0.0008950355,0.00074459537,0.0003913372,0.001632677],"domain_scores_gemma":[0.99643993,0.000897854,0.00018222372,0.00040096807,0.0006944893,0.0013845543],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0062279673,0.00018145582,0.00050665764,0.0004706047,0.0008967905,0.00045297295,0.00083850086,0.00009251039,0.000098594624],"category_scores_gemma":[0.0022634238,0.00015066375,0.000112660884,0.0014032744,0.011525912,0.00075854,0.00089392735,0.00025659404,0.0000024825795],"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":[0.0000322953,0.00014660762,0.007641796,0.00006967926,0.000020300215,4.962945e-7,0.0008585091,0.00005877658,0.00007037546,0.990692,0.00010842472,0.00030071547],"study_design_scores_gemma":[0.004542388,0.00035321814,0.12527229,0.00016324922,0.00008814057,0.000004997324,0.1000912,0.019612305,0.001668452,0.74322313,0.004413742,0.00056689937],"about_ca_topic_score_codex":0.0032323897,"about_ca_topic_score_gemma":0.0035838897,"teacher_disagreement_score":0.2474689,"about_ca_system_score_codex":0.00037646398,"about_ca_system_score_gemma":0.002083235,"threshold_uncertainty_score":0.99116415},"labels":[],"label_agreement":null},{"id":"W3163895477","doi":"10.6000/1929-4409.2021.10.71","title":"Social Vulnerability and How It Matters: A Bibliometric Analysis","year":2021,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Vulnerability (computing); Social vulnerability; Vulnerability assessment; Perception; The Internet; Sociology; Data science; Public relations; Political science; Computer science; Computer security; World Wide Web; Psychology; Social psychology","score_opus":0.08939713386522008,"score_gpt":0.39475800048532994,"score_spread":0.30536086662010986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163895477","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":[0.8722708,0.00057391217,0.0006391672,0.124258175,0.0004217806,0.000018561434,0.0000018783924,0.0000044885783,0.0018111996],"genre_scores_gemma":[0.99508995,0.0009434515,0.00017145209,0.0027617882,0.00031066156,8.8738403e-7,0.0000021902247,0.0000019014647,0.0007177222],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99887234,0.00042786918,0.00017786426,0.00013852857,0.00022899368,0.00015438],"domain_scores_gemma":[0.99892265,0.00034554815,0.00019166934,0.000039517858,0.00044671822,0.000053914868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006950886,0.000061442755,0.00022532651,0.005197616,0.00020323512,0.00008580208,0.00022193656,0.00013688083,0.00017817601],"category_scores_gemma":[0.00045793655,0.000054619053,0.00010504732,0.0011384155,0.0011582215,0.00021602384,0.00010029569,0.00017535477,0.000001598049],"study_design_candidate":"observational","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":[0.0001831426,0.00032170882,0.24985553,0.000030165602,0.0051378356,0.00061246264,0.08077904,0.000010704126,0.00067197694,0.55099726,0.02335869,0.08804148],"study_design_scores_gemma":[0.0008682983,0.000104357365,0.7827196,0.0000075182397,0.00063587056,0.00007970449,0.019445296,0.00002269748,0.000035732453,0.11955468,0.07635397,0.00017228092],"about_ca_topic_score_codex":0.00002862018,"about_ca_topic_score_gemma":0.000042759584,"teacher_disagreement_score":0.53286403,"about_ca_system_score_codex":0.000034413813,"about_ca_system_score_gemma":0.00008190464,"threshold_uncertainty_score":0.46377787},"labels":[],"label_agreement":null},{"id":"W3165727366","doi":"10.11575/prism/38787","title":"Viral Strains and the Uncertainty Principle: An Examination of Theatrical Hierarchy, Devising Principles, and Clown Theory during a Pandemic","year":2021,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Hierarchy; Virology; Coronavirus disease 2019 (COVID-19); Computer science; Political science; Biology; Medicine; Law","score_opus":0.039465903282008254,"score_gpt":0.35557043612013534,"score_spread":0.31610453283812706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165727366","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":[0.91219527,0.000376072,0.0000069526986,0.000042342526,0.00008883453,0.00074835616,0.000007674416,0.0000025710706,0.08653192],"genre_scores_gemma":[0.98030376,0.00047674205,0.00019613007,0.0000063011444,0.00008157127,0.000018918314,0.00008193808,0.000011061169,0.018823566],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978304,0.00085473945,0.00030380173,0.00040674268,0.00038170052,0.0002225994],"domain_scores_gemma":[0.9991929,0.00020748375,0.0002428672,0.0002033867,0.000075483076,0.000077870325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024570154,0.00015754331,0.00028555404,0.00008161149,0.0005597632,0.0004900025,0.0004941673,0.00015115614,0.00019117465],"category_scores_gemma":[0.00024264569,0.00011231255,0.00004193881,0.00020049639,0.0005167045,0.00037998936,0.00021028124,0.00020583103,0.0000011344724],"study_design_candidate":"design_other","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":[0.00034572484,0.000094762065,0.0013643382,0.00014755971,0.00008431292,0.000012195653,0.1353539,0.00003211302,0.0004345092,0.04068833,0.0000015167147,0.82144076],"study_design_scores_gemma":[0.0041938135,0.00016689584,0.597259,0.0010424798,0.0005385725,0.00000762336,0.3798073,0.0007609979,0.00042707068,0.0055095567,0.009336369,0.0009503342],"about_ca_topic_score_codex":0.00023829269,"about_ca_topic_score_gemma":0.0044446094,"teacher_disagreement_score":0.8204904,"about_ca_system_score_codex":0.000049453352,"about_ca_system_score_gemma":0.00022973193,"threshold_uncertainty_score":0.47251055},"labels":[],"label_agreement":null},{"id":"W3165930484","doi":"10.1163/9789004380271_074","title":"One Hundred Years of Certitude? Disaster Response and Recovery since the Halifax Explosion","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Disaster response; Emergency response; History; Aeronautics; Psychology; Forensic engineering; Medical emergency; Medicine; Political science; Engineering; Emergency management; Law","score_opus":0.035501025023036877,"score_gpt":0.2661297573336356,"score_spread":0.23062873231059872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165930484","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022205958,0.00033977992,0.000047316575,0.0028744107,0.00047714525,0.0006366958,0.000015047116,0.00003618934,0.97336745],"genre_scores_gemma":[0.124918155,0.000968905,0.00006425409,0.00025260184,0.000108411456,0.0000032892333,0.0000041133444,0.000019911093,0.8736604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998625,0.00011653031,0.00023006546,0.0002897253,0.00055311754,0.00018559198],"domain_scores_gemma":[0.9989895,0.0003751473,0.0001725594,0.00036565817,0.00004359556,0.000053518954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006419969,0.00011771767,0.00023244739,0.000083343526,0.00013121312,0.00009519948,0.0003964347,0.00016063433,0.00033365653],"category_scores_gemma":[0.000073429816,0.00010501994,0.000090746405,0.00003834448,0.0006161237,0.00019943445,0.00024292062,0.00012457209,0.00019606456],"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":[0.0012701602,0.0000952405,0.00012079978,0.00014236971,0.00019859546,0.000012069565,0.02177255,0.0000069826515,0.0005808249,0.8064733,0.009550276,0.15977684],"study_design_scores_gemma":[0.00047185106,0.00028156018,0.011615084,0.0007521759,0.00016202098,5.1677694e-7,0.005729896,0.000008034695,0.000028264323,0.01937474,0.960986,0.0005898589],"about_ca_topic_score_codex":0.00022300158,"about_ca_topic_score_gemma":0.00090279814,"teacher_disagreement_score":0.95143574,"about_ca_system_score_codex":0.000038730686,"about_ca_system_score_gemma":0.0000930741,"threshold_uncertainty_score":0.4282589},"labels":[],"label_agreement":null},{"id":"W3166416883","doi":"10.1017/s0008423921000305","title":"Au cœur de la tempête : L'opinion publique électorale et la crise des réfugiés","year":2021,"lang":"fr","type":"article","venue":"Canadian Journal of Political Science","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":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.024999727384865052,"score_gpt":0.3575093832547539,"score_spread":0.33250965586988884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166416883","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":[0.7068805,0.0021680824,0.0009263167,0.038430583,0.0025927862,0.00008371091,0.000027155334,0.000010020137,0.24888085],"genre_scores_gemma":[0.9903848,0.0001817104,0.00093064504,0.0018370767,0.0005729833,0.0000010731945,4.829645e-7,0.000009396003,0.0060818377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9956661,0.0011494994,0.00036029585,0.0002734071,0.0006521197,0.0018985805],"domain_scores_gemma":[0.9946191,0.00045795276,0.00012338991,0.00017645773,0.000516218,0.0041068955],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005037496,0.00015216962,0.00021621338,0.0002786073,0.0008978056,0.0011079764,0.00095961103,0.0001525964,0.000648231],"category_scores_gemma":[0.0036050486,0.00014550064,0.00014315966,0.0016063314,0.0103885485,0.0015828608,0.000083023006,0.00047716292,0.000030055913],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000018843195,0.00004981024,0.03189897,0.000038754406,0.000008938317,0.00045016647,0.0063397093,0.000018360224,0.0001345375,0.9544311,0.0024174221,0.00421033],"study_design_scores_gemma":[0.0003225006,0.00014357042,0.5498545,0.00066723546,0.000048797923,0.0004932755,0.02074694,0.00011685905,0.0003846573,0.12541172,0.30142504,0.0003848788],"about_ca_topic_score_codex":0.15928584,"about_ca_topic_score_gemma":0.19870876,"teacher_disagreement_score":0.82901937,"about_ca_system_score_codex":0.0017610717,"about_ca_system_score_gemma":0.032649435,"threshold_uncertainty_score":0.99992895},"labels":[],"label_agreement":null},{"id":"W3166680787","doi":"10.3390/jrfm14060247","title":"Private Support for Public Disaster Aid","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Public opinion; Probit model; Politics; Government (linguistics); Socioeconomic status; Public economics; Probit; Survey data collection; General Social Survey; Political science; Ordered probit; Ideology; Survey of Income and Program Participation; Economic growth; Economics; Demographic economics; Sociology; Psychology; Social psychology; Population; Demography; Law","score_opus":0.015284482408296175,"score_gpt":0.26436947224899826,"score_spread":0.2490849898407021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166680787","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":[0.57973164,0.0017151753,0.24479425,0.006563788,0.004956467,0.0010769409,0.000028991093,0.000049644466,0.16108309],"genre_scores_gemma":[0.9751059,0.005515107,0.0060228514,0.00050370756,0.0007330525,0.000009716346,0.0000025321935,0.000010634072,0.01209651],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989477,0.0000661934,0.00028084923,0.00013376013,0.00031399896,0.00025752248],"domain_scores_gemma":[0.99941534,0.00004671876,0.00021023293,0.000094685325,0.00012392492,0.000109128014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007988643,0.00007931571,0.00016350775,0.00010677664,0.00033117994,0.00019048915,0.00020051734,0.000037628506,0.000077015815],"category_scores_gemma":[0.00018946557,0.00006701391,0.00011013743,0.00021994834,0.00011182882,0.00034009622,0.00011243936,0.00008200642,0.000006052673],"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":[0.0000735533,0.00017922049,0.016378012,0.00008270668,0.000042543597,0.00012537355,0.0056421654,0.00000546847,0.0000070429455,0.3502726,0.012156096,0.61503524],"study_design_scores_gemma":[0.00063501653,0.00007448118,0.01880727,0.000026023028,0.00006978609,0.000002074599,0.0040988605,0.000003654804,0.0000069147472,0.012356952,0.9638275,0.00009147968],"about_ca_topic_score_codex":0.0000062221457,"about_ca_topic_score_gemma":0.00011631002,"teacher_disagreement_score":0.95167136,"about_ca_system_score_codex":0.000027203643,"about_ca_system_score_gemma":0.00006279683,"threshold_uncertainty_score":0.2732748},"labels":[],"label_agreement":null},{"id":"W3167558484","doi":"10.20381/ruor-26446","title":"Interorganizational Collaboration and Professional Diversity: A Mixed-Methods Investigation of Disagreement in the Context of Disaster Risk Management","year":2021,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Context (archaeology); Diversity management; Political science; Engineering ethics; Knowledge management; Psychology; Data science; Engineering; Geography; Computer science; Law; Archaeology","score_opus":0.030703596051604217,"score_gpt":0.3677958156025734,"score_spread":0.3370922195509692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167558484","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":[0.9772884,0.00007284842,0.00016884366,0.00072111527,0.00021433899,0.000767054,0.000042456024,0.000004185548,0.020720743],"genre_scores_gemma":[0.98318666,0.000596139,0.001557883,0.00001109371,0.000017220405,0.0000019602364,0.0002651632,0.0000054727366,0.014358397],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99632615,0.0017772065,0.0002074319,0.0002512135,0.0012671232,0.00017086611],"domain_scores_gemma":[0.99843806,0.00033722384,0.00032260473,0.00017312405,0.0006865407,0.000042447107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002882473,0.00009055075,0.00020923768,0.00043129266,0.00054897973,0.000030563835,0.000563909,0.00011402551,0.00015243367],"category_scores_gemma":[0.00021410843,0.00008749172,0.000044137905,0.001327489,0.00072443875,0.00027815497,0.00042813623,0.00021444654,0.0000015106742],"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":[0.00007188034,0.00032149328,0.3198642,0.0011872117,0.00019799451,0.000014192432,0.44669038,0.00000674064,0.00028369966,0.18570042,0.005882186,0.03977958],"study_design_scores_gemma":[0.0003487038,0.000052675918,0.29881325,0.00026301784,0.00004758281,3.750779e-8,0.6961689,0.000033505763,0.000084885,0.0015216216,0.0025963034,0.00006950449],"about_ca_topic_score_codex":0.00083532534,"about_ca_topic_score_gemma":0.03159945,"teacher_disagreement_score":0.24947853,"about_ca_system_score_codex":0.00008565698,"about_ca_system_score_gemma":0.0002048242,"threshold_uncertainty_score":0.98607135},"labels":[],"label_agreement":null},{"id":"W3167946052","doi":"10.5539/jms.v11n2p43","title":"Strengthening Destinations’ Resilience from Bushfires—A Study of Eastern Australia","year":2021,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tourism; Resilience (materials science); Natural hazard; Natural disaster; Preparedness; Government (linguistics); Destinations; Emergency management; Business; Psychological resilience; Environmental resource management; Environmental planning; Political science; Geography; Economic growth; Economics","score_opus":0.02603572814532715,"score_gpt":0.33166726052783685,"score_spread":0.3056315323825097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167946052","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":[0.9932999,0.00016209667,0.0005280108,0.00050963456,0.00015988274,0.00026859684,7.272761e-7,0.0000073859746,0.005063739],"genre_scores_gemma":[0.99329805,0.00007984001,0.0004548091,0.000011074686,0.00006055024,0.000002680953,4.3360274e-7,0.0000033257704,0.0060892417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980738,0.00039471325,0.00049614377,0.00019810298,0.00063110114,0.00020613827],"domain_scores_gemma":[0.99863595,0.00015977024,0.00032411527,0.00019980171,0.00058882404,0.000091561116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012739593,0.000092338654,0.00021072716,0.00012589159,0.00023345854,0.00011579207,0.00030703208,0.000034193163,0.000095822405],"category_scores_gemma":[0.00048796035,0.00008202316,0.000060519767,0.00040503088,0.00021615216,0.00040038777,0.00018969132,0.00012216576,7.7013397e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073074545,0.00093696173,0.9359607,0.00012999843,0.00011686038,0.00019983054,0.023387022,0.00031678894,0.000003926996,0.007200723,0.00032816536,0.031345952],"study_design_scores_gemma":[0.000751001,0.00017000287,0.5660347,0.000053469787,0.00013186787,6.918945e-7,0.41878885,0.00006244723,0.000012538253,0.010151278,0.003738933,0.00010421808],"about_ca_topic_score_codex":0.00065921975,"about_ca_topic_score_gemma":0.00076735474,"teacher_disagreement_score":0.39540184,"about_ca_system_score_codex":0.00008914768,"about_ca_system_score_gemma":0.00010680522,"threshold_uncertainty_score":0.33448073},"labels":[],"label_agreement":null},{"id":"W3168505250","doi":"","title":"Vulnerability, Canadian Disaster Law and ‘The Beast’","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Harm; Vulnerability (computing); Context (archaeology); Law; Political science; Disaster research; Geography; Computer security; Computer science","score_opus":0.007685040154869752,"score_gpt":0.26797098122592744,"score_spread":0.2602859410710577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168505250","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":[0.2917017,0.00093330257,0.00041376537,0.031278744,0.0006763733,0.00031038743,0.0000010771233,0.000025571688,0.6746591],"genre_scores_gemma":[0.9856227,0.00041124955,0.000008771946,0.0011901283,0.0007253593,0.0000026108994,2.197756e-7,0.0000055867667,0.012033348],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997603,0.00024732732,0.00012288397,0.00013100567,0.00024868315,0.0016470714],"domain_scores_gemma":[0.99955845,0.00004651363,0.000046901943,0.000112946094,0.000059649676,0.00017556426],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032591447,0.00007337639,0.00008705598,0.000043989818,0.0017667921,0.00025002862,0.00035521146,0.000037751306,0.00012606282],"category_scores_gemma":[0.00006678305,0.000047151156,0.000043166896,0.00014278022,0.0017604452,0.00024493414,0.00004166612,0.0005075055,0.0000580419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017975644,0.0000059531594,0.0010637374,7.774731e-7,0.000020720623,5.979328e-7,0.0053760945,2.33705e-7,0.0000010403274,0.98448867,0.00025907566,0.008765101],"study_design_scores_gemma":[0.00067124143,0.00009182025,0.00063583656,0.000008650641,0.00002724588,0.0000210004,0.031447764,0.000021715547,0.0000014166793,0.73103964,0.23590754,0.00012610323],"about_ca_topic_score_codex":0.12477728,"about_ca_topic_score_gemma":0.964707,"teacher_disagreement_score":0.8399297,"about_ca_system_score_codex":0.00035352577,"about_ca_system_score_gemma":0.0011756086,"threshold_uncertainty_score":0.99953276},"labels":[],"label_agreement":null},{"id":"W3171238103","doi":"10.1111/kykl.12267","title":"A disaster always rings twice: Early life experiences and central bankers' reactions to natural disasters","year":2021,"lang":"en","type":"article","venue":"Kyklos","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"European Central Bank","keywords":"Governor; Natural disaster; Inflation (cosmology); Voting; Economics; Political science; Geography; Engineering; Politics","score_opus":0.012403491564415742,"score_gpt":0.2747746299967267,"score_spread":0.26237113843231097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171238103","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":[0.9558083,0.00014581432,0.00008396532,0.0034875127,0.00083739735,0.00020468238,0.0000032723551,0.00006352412,0.039365523],"genre_scores_gemma":[0.98449224,0.000038667564,0.00018700177,0.0008751433,0.00024602978,0.00003940321,0.0000028608647,0.0000085828215,0.014110057],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99848545,0.00009342958,0.00016982801,0.000367179,0.00039655267,0.00048753596],"domain_scores_gemma":[0.99932206,0.000062158026,0.000045142828,0.00017519669,0.00004508517,0.00035036806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104001716,0.00012500578,0.00013231808,0.00006396443,0.0004731308,0.0003906608,0.00023146297,0.000046879715,0.00033848532],"category_scores_gemma":[0.00018900527,0.000112968155,0.000056557692,0.00040968866,0.0003213348,0.0005669151,0.00015818006,0.0001042638,0.000074624615],"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":[0.000056194123,0.00012809563,0.016551176,0.000040523766,0.00005847651,0.0000492897,0.9470677,0.000008031508,0.0018190526,0.015547746,0.011121525,0.007552195],"study_design_scores_gemma":[0.0003781581,0.000051913186,0.0634344,0.00009877404,0.000037440583,0.0000027517558,0.6200396,0.00006509565,0.0002412854,0.00027621267,0.31492364,0.00045074313],"about_ca_topic_score_codex":0.0007311399,"about_ca_topic_score_gemma":0.0010486542,"teacher_disagreement_score":0.32702813,"about_ca_system_score_codex":0.00003928228,"about_ca_system_score_gemma":0.00007205222,"threshold_uncertainty_score":0.46067077},"labels":[],"label_agreement":null},{"id":"W3171828263","doi":"","title":"Knowledge-based issues for aid agencies in crisis scenarios: evolving from impediments to trust","year":2011,"lang":"en","type":"preprint","venue":"RMIT Research Repository (RMIT University Library)","topic":"Disaster Management and Resilience","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":"Toronto Metropolitan University","funders":"","keywords":"Natural disaster; Crisis management; Political science; Business; Public relations; Emergency management; Knowledge management; Environmental planning; Geography; Computer science","score_opus":0.0768642085931235,"score_gpt":0.3419546914171418,"score_spread":0.2650904828240183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171828263","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":[0.56619394,0.0015586922,0.0002770265,0.003535626,0.001648863,0.0034619425,0.000092758906,0.00039595124,0.4228352],"genre_scores_gemma":[0.75599813,0.00032040034,0.0032694556,0.00008365323,0.0007685571,0.000045388115,0.0000673496,0.000059784154,0.23938727],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947778,0.0013378891,0.0003730238,0.0012762807,0.0011014609,0.0011335586],"domain_scores_gemma":[0.9975584,0.0004886242,0.00016108075,0.00089856354,0.000328416,0.00056487555],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009954495,0.00036076497,0.00050006993,0.0014155443,0.0014766186,0.00080936856,0.0030532002,0.00048700435,0.00044348848],"category_scores_gemma":[0.00023981137,0.0004082053,0.00029471563,0.0011280895,0.0005964404,0.0017524987,0.002868745,0.00086078205,0.00011319491],"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":[0.0013348351,0.0013365283,0.10828382,0.0010534802,0.00043614482,0.0008921876,0.13288312,0.00035338968,0.00047770186,0.013946926,0.73598826,0.0030135994],"study_design_scores_gemma":[0.0018898817,0.00043967753,0.019216664,0.0018682735,0.00016493656,2.0114389e-7,0.14230411,0.0014542607,0.0046085687,0.006814061,0.8195488,0.0016905748],"about_ca_topic_score_codex":0.030153759,"about_ca_topic_score_gemma":0.0032897836,"teacher_disagreement_score":0.1898042,"about_ca_system_score_codex":0.0008312549,"about_ca_system_score_gemma":0.0019199951,"threshold_uncertainty_score":0.999837},"labels":[],"label_agreement":null},{"id":"W3171839272","doi":"10.1007/s11069-021-04832-4","title":"Evaluating property buyouts and disaster recovery assistance (Rebuild) options in Canada: A comparative analysis of Constance Bay, Ontario and Pointe Gatineau, Quebec","year":2021,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Institute for Catastrophic Loss Reduction","keywords":"Flood myth; Context (archaeology); Disaster recovery; Environmental planning; Business; Geography; Natural hazard; Government (linguistics); Environmental resource management; Flooding (psychology); Political science; Environmental science; Archaeology","score_opus":0.0341807643210874,"score_gpt":0.32711507556789265,"score_spread":0.29293431124680525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171839272","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":[0.98199695,0.0013592965,0.000017106602,0.0007392256,0.0001451778,0.00017865366,0.000017851753,0.0000063361126,0.015539396],"genre_scores_gemma":[0.98540175,0.000110466346,0.00078199076,0.0001264121,0.000012726768,0.0000075164917,0.000010636412,0.0000024259339,0.013546059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853605,0.00021748291,0.0002692164,0.00031062344,0.00044474035,0.00022189684],"domain_scores_gemma":[0.9993239,0.00014448803,0.00012517565,0.00012742692,0.00021267067,0.000066329376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037339155,0.00011031765,0.00033380516,0.00008771022,0.00016193652,0.000081133025,0.00011122538,0.000035310706,0.00013672629],"category_scores_gemma":[0.00015112088,0.00008219131,0.00004313384,0.00081795175,0.000284621,0.00029596308,0.00008284843,0.00016664037,3.6342288e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032003838,0.00019933302,0.70760024,0.00014975145,0.001340779,0.00009853015,0.1201472,0.0017693775,0.0015658415,0.011312568,0.0023541416,0.15314221],"study_design_scores_gemma":[0.00051343214,0.000026628964,0.9556241,0.00016657772,0.00026525394,9.829374e-7,0.033061266,0.0060694027,0.000044795237,0.00017868265,0.0037907688,0.00025811986],"about_ca_topic_score_codex":0.9631128,"about_ca_topic_score_gemma":0.99996495,"teacher_disagreement_score":0.24802387,"about_ca_system_score_codex":0.00057099946,"about_ca_system_score_gemma":0.0020511334,"threshold_uncertainty_score":0.36386228},"labels":[],"label_agreement":null},{"id":"W3171883932","doi":"10.4000/interventionseconomiques.14403","title":"Gestion de crise et éducation au Québec : les représentations des directions d’établissement sur les rôles et les responsabilités des acteurs scolaires en temps de COVID-19","year":2021,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.14036583902103336,"score_gpt":0.4321148235034121,"score_spread":0.29174898448237874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171883932","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":[0.88827616,0.01054619,0.019539198,0.075287715,0.00072553376,0.0004780086,0.000090948466,0.00026450204,0.0047917766],"genre_scores_gemma":[0.93812525,0.009869548,0.004094873,0.00032195626,0.00020967149,0.00037604515,0.00006969048,0.00003720844,0.046895735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99284226,0.0049716146,0.000791518,0.0006413557,0.0001783386,0.00057492184],"domain_scores_gemma":[0.99627495,0.0022114243,0.00032538592,0.00041818593,0.00041303283,0.0003570138],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00309338,0.0003093102,0.00029988636,0.0003605805,0.0023492808,0.0007210591,0.0004221427,0.00026883534,0.0013127369],"category_scores_gemma":[0.008042919,0.00035483908,0.00053824496,0.0006158226,0.0017358135,0.0015746397,0.00021652612,0.00036495633,0.000034253684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008523049,0.0026517385,0.4223467,0.0014845605,0.00039628684,0.000022743072,0.21384826,0.0028438685,0.0009003462,0.17468996,0.0085225105,0.17220776],"study_design_scores_gemma":[0.00042907972,0.00020684923,0.55848897,0.0027747117,0.00043500817,0.000027177932,0.24146035,0.0002689673,0.0009275454,0.02535113,0.16906184,0.00056837214],"about_ca_topic_score_codex":0.7025129,"about_ca_topic_score_gemma":0.96142244,"teacher_disagreement_score":0.25890952,"about_ca_system_score_codex":0.004627193,"about_ca_system_score_gemma":0.004439497,"threshold_uncertainty_score":0.9998904},"labels":[],"label_agreement":null},{"id":"W3173349088","doi":"","title":"Winter Ice; Solitude in a Pandemic","year":2020,"lang":"en","type":"article","venue":"Dalhousie review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Solitude; Pandemic; Coronavirus disease 2019 (COVID-19); History; Art; Literature; Medicine","score_opus":0.058984553088428704,"score_gpt":0.34771937787050194,"score_spread":0.28873482478207324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173349088","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019646907,0.18421677,0.00027272338,0.061677836,0.00036841797,0.0019083055,0.00000383563,0.00034534122,0.7315599],"genre_scores_gemma":[0.5247983,0.42871997,0.00013994676,0.040824022,0.0004098607,0.0000605556,0.0000051439624,0.000019875544,0.0050223703],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990464,0.0001363387,0.00019287989,0.00018513783,0.00021058274,0.00022866762],"domain_scores_gemma":[0.9997104,0.000026908683,0.000047569083,0.0001043768,0.000013885114,0.00009690379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042867466,0.000070647104,0.00019542279,0.000018931969,0.00005815563,0.000033536166,0.00033036587,0.00002563685,0.000554854],"category_scores_gemma":[0.00015839518,0.000058183516,0.00006303042,0.0003761366,0.00008155759,0.00013971514,0.0000815222,0.000085244814,0.00053919194],"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":[0.00002035199,0.00020154328,0.11184005,0.007753763,0.000053136842,0.00013906661,0.060150616,0.000007960892,0.00008335879,0.016741965,0.15542562,0.64758253],"study_design_scores_gemma":[0.00008162231,0.000010443497,0.0021172722,0.0009520621,0.000015308544,1.9648489e-7,0.00045106077,0.0000064867068,4.099627e-7,0.00009905853,0.996173,0.0000930365],"about_ca_topic_score_codex":0.000076918215,"about_ca_topic_score_gemma":0.0006181023,"teacher_disagreement_score":0.8407474,"about_ca_system_score_codex":0.000022148912,"about_ca_system_score_gemma":0.00004277202,"threshold_uncertainty_score":0.6930402},"labels":[],"label_agreement":null},{"id":"W3173406468","doi":"10.1088/2634-4505/ac0f98","title":"Capturing practitioner perspectives on infrastructure resilience using Q-methodology","year":2021,"lang":"en","type":"article","venue":"Environmental Research Infrastructure and Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"National Science Foundation","keywords":"Resilience (materials science); Interpretation (philosophy); Multidisciplinary approach; Critical infrastructure; Metropolitan area; Value (mathematics); Urban resilience; Management science; Computer science; Sociology; Knowledge management; Risk analysis (engineering); Business; Urban planning; Engineering; Geography; Computer security; Social science; Civil engineering","score_opus":0.04170559801138871,"score_gpt":0.39128774530472943,"score_spread":0.3495821472933407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173406468","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":[0.9831638,0.000493971,0.0008779057,0.0020003212,0.00013155147,0.00046872755,0.000009748675,0.000030344581,0.01282365],"genre_scores_gemma":[0.9948603,0.00051516265,0.0019524243,0.000114405746,0.00020098976,0.0000147321625,0.000005460902,0.000013093406,0.0023234657],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9950366,0.0021669224,0.0002158847,0.0007801933,0.0010105195,0.0007898753],"domain_scores_gemma":[0.99846774,0.0006406584,0.00006625085,0.00042239347,0.00013769764,0.00026527912],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0021023187,0.00018429178,0.00021024147,0.00017043618,0.0015891973,0.00021512918,0.00029668145,0.0001892269,0.0009940651],"category_scores_gemma":[0.0029860118,0.00016788884,0.000064541586,0.00043568423,0.002852953,0.000495228,0.0004727901,0.0007791753,0.0000061532346],"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":[0.00065385475,0.00079727557,0.34159333,0.00039172388,0.00016374575,0.0007839731,0.267622,0.0076552993,0.008170865,0.24420294,0.0031853854,0.12477962],"study_design_scores_gemma":[0.0002775153,0.00009699951,0.26354352,0.000017064713,0.000011749246,0.000013299248,0.6014419,0.00013691794,0.00038004888,0.10292423,0.030914549,0.00024221148],"about_ca_topic_score_codex":0.00024186981,"about_ca_topic_score_gemma":0.000078633784,"teacher_disagreement_score":0.33381993,"about_ca_system_score_codex":0.0012752328,"about_ca_system_score_gemma":0.0005028445,"threshold_uncertainty_score":0.9999192},"labels":[],"label_agreement":null},{"id":"W3173511597","doi":"10.18438/eblip29938","title":"Libraries Assist Disaster Survivors with Information Needs and Refuge but Need to Amplify Their Role and What They Offer","year":2021,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Phone; Reading (process); The Internet; Psychology; Library science; Sample (material); Public relations; Sociology; Medical education; World Wide Web; Computer science; Political science; Medicine","score_opus":0.010037392364367523,"score_gpt":0.2383407191843736,"score_spread":0.2283033268200061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173511597","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":[0.79943466,0.0016701662,0.0030274135,0.15292822,0.00031061826,0.00086916576,0.000021919002,0.00022224404,0.0415156],"genre_scores_gemma":[0.9362941,0.0040645264,0.0017010185,0.05676444,0.000073240124,0.000036689813,0.00007432944,0.000008845218,0.0009828404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875605,0.00028402216,0.00028409145,0.00011253147,0.00035142843,0.00021185662],"domain_scores_gemma":[0.99848974,0.0008626593,0.00020332375,0.00018007608,0.00007356043,0.00019062059],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00050692697,0.00014681838,0.00013473736,0.0001875757,0.00051435817,0.0065058987,0.00016137067,0.00007831588,0.00009446217],"category_scores_gemma":[0.00052911195,0.00011143452,0.000015754154,0.00051572156,0.00019537115,0.42114848,0.0002049104,0.00013758978,0.000022005739],"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":[0.0010106545,0.00005487531,0.012001327,0.0003243101,0.000055566197,0.0000037910274,0.10337928,0.00008575223,0.000038117018,0.75480336,0.0010586603,0.12718429],"study_design_scores_gemma":[0.0002278749,0.000094848365,0.0149106905,0.00028398645,0.000025323297,0.0000049761916,0.2721776,0.00021747232,0.00018260449,0.0002963117,0.71138436,0.00019396219],"about_ca_topic_score_codex":0.00004775031,"about_ca_topic_score_gemma":0.0000070789742,"teacher_disagreement_score":0.75450706,"about_ca_system_score_codex":0.000006958715,"about_ca_system_score_gemma":0.00016862804,"threshold_uncertainty_score":0.99452543},"labels":[],"label_agreement":null},{"id":"W3173803529","doi":"","title":"All Things Considered: Evaluating Emergency Preparedness for Vulnerable and Disadvantaged Populations in Canadian Cities","year":2017,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Preparedness; Emergency management; Economic growth; Geography; Medical emergency; Political science; Medicine; Economics","score_opus":0.10070728697181983,"score_gpt":0.3790289583702684,"score_spread":0.27832167139844854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173803529","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":[0.86511934,0.000076680415,5.083584e-7,0.00043821434,0.00078805507,0.0007695136,0.00018936262,0.00005684341,0.1325615],"genre_scores_gemma":[0.9922098,0.00008098798,0.0007702927,0.00021261834,0.000036270172,0.00012312991,0.000022100967,0.000026355043,0.0065184827],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975345,0.00033327588,0.00039621617,0.0005179845,0.0004043819,0.0008136354],"domain_scores_gemma":[0.9986435,0.00015923088,0.00024399333,0.00043148184,0.00014427793,0.0003774762],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027731466,0.0002072515,0.00024336389,0.00019362774,0.007450835,0.00032714737,0.00059398694,0.00013507709,0.0002143528],"category_scores_gemma":[0.0037752378,0.00022035788,0.00007492131,0.00013369144,0.00026487917,0.002328326,0.00017097559,0.00027244564,0.0000115249595],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038816033,0.000070746246,0.043903198,0.000113823495,0.000054445332,0.00001981416,0.0018428457,0.00008388133,0.0007636042,0.8956583,0.00008382548,0.0573667],"study_design_scores_gemma":[0.0021754566,0.00014440596,0.06840354,0.00031993113,0.0001848944,0.000004021803,0.026868694,0.0012112501,0.00023455334,0.6888145,0.210127,0.0015117265],"about_ca_topic_score_codex":0.3250177,"about_ca_topic_score_gemma":0.8700379,"teacher_disagreement_score":0.5450202,"about_ca_system_score_codex":0.00039175383,"about_ca_system_score_gemma":0.00010755297,"threshold_uncertainty_score":0.99384135},"labels":[],"label_agreement":null},{"id":"W3173983894","doi":"10.33682/u3ar-wwzm","title":"Early Childhood Development in the Aftermath of the 2016 Wildfires in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"Journal on Education in Emergencies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University; University of Alberta; University of Calgary","funders":"","keywords":"Geography; Political science","score_opus":0.007720259531114803,"score_gpt":0.25861239305675826,"score_spread":0.25089213352564343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173983894","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":[0.9699637,0.00020327845,3.075289e-7,0.011001414,0.0011611547,0.00009468874,2.1094833e-7,6.1904944e-7,0.017574575],"genre_scores_gemma":[0.99414605,0.00021896618,0.000020339688,0.0005445028,0.000071234295,0.000010156852,2.940385e-7,0.0000020666782,0.0049863984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998822,0.0002316939,0.00028594604,0.000074780095,0.0004309717,0.00015462941],"domain_scores_gemma":[0.99965644,0.00006766132,0.00011058898,0.000097110504,0.000042699936,0.000025503401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046829233,0.000052505402,0.000068782836,0.00007591887,0.00015569691,0.000037788734,0.00035097197,0.000018729366,0.000114259456],"category_scores_gemma":[0.00017764722,0.000031376123,0.00002381369,0.0005214411,0.00004593289,0.00013344809,0.000025067677,0.00013702165,0.0000026098905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004161509,0.0004895501,0.7292601,0.000008402915,0.0000073855404,0.000004102392,0.23864587,0.00011675151,0.000017865506,0.0049775825,0.015033455,0.011434759],"study_design_scores_gemma":[0.000052732565,0.0000034349612,0.89527875,0.00009813077,0.0000013166268,7.016413e-7,0.05373077,5.91956e-7,0.000028822209,0.00040900975,0.050355732,0.000039991428],"about_ca_topic_score_codex":0.36545292,"about_ca_topic_score_gemma":0.9525192,"teacher_disagreement_score":0.5870663,"about_ca_system_score_codex":0.00017187065,"about_ca_system_score_gemma":0.004850173,"threshold_uncertainty_score":0.86039984},"labels":[],"label_agreement":null},{"id":"W3175567150","doi":"10.1016/j.ssci.2021.105384","title":"Human behaviour in informal settlement fires in Costa Rica","year":2021,"lang":"en","type":"article","venue":"Safety Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Human settlement; Informal settlements; Settlement (finance); Context (archaeology); Geography; Environmental planning; Environmental resource management; Archaeology; Business; Environmental science; Economic growth","score_opus":0.014704077531791352,"score_gpt":0.32187336835904395,"score_spread":0.3071692908272526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175567150","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":[0.773797,0.000044236276,0.0000121277,0.0019218407,0.00022479043,0.00016944503,0.000004357449,0.000020882842,0.22380535],"genre_scores_gemma":[0.9967996,0.000043951186,0.0001183086,0.000249946,0.000025434969,0.000007738534,0.0000030446208,0.0000022178087,0.0027497977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981388,0.00006877954,0.0002484681,0.00029123545,0.00072862726,0.00052412157],"domain_scores_gemma":[0.99957377,0.000025301753,0.000049356117,0.0001966673,0.00005677027,0.000098160366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015111157,0.000072875795,0.00009660787,0.00018231319,0.0005232604,0.00015699842,0.00063010765,0.000030134326,0.00031927644],"category_scores_gemma":[0.00014484768,0.00007141259,0.000024710878,0.0019399776,0.00078563276,0.0008247746,0.00029581465,0.00011066224,0.000039259092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070178125,0.00017365381,0.89426935,0.00000875443,0.0000012659581,0.00007795975,0.027349293,0.00026045094,0.0005115227,0.060850836,0.0005015412,0.01598836],"study_design_scores_gemma":[0.00023217611,0.000015118647,0.96595067,0.00003308429,0.0000014200677,2.8270856e-7,0.014520836,0.000047207875,0.000105114465,0.00072220014,0.018256288,0.00011559718],"about_ca_topic_score_codex":0.0013539748,"about_ca_topic_score_gemma":0.02454999,"teacher_disagreement_score":0.2230026,"about_ca_system_score_codex":0.00016159429,"about_ca_system_score_gemma":0.00040275409,"threshold_uncertainty_score":0.9932494},"labels":[],"label_agreement":null},{"id":"W3176203680","doi":"10.5055/jem.0516","title":"Urban Indigenous peoples: A conceptual hazard for Canada’s whole of society approach","year":2021,"lang":"en","type":"article","venue":"Journal of Emergency Management","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":true,"ca_institutions":"Congress of Aboriginal Peoples","funders":"","keywords":"Indigenous; Hazard; Environmental planning; Conceptual framework; Geography; Environmental resource management; Environmental protection; Environmental health; Socioeconomics; Environmental science; Sociology; Medicine; Social science; Ecology; Biology","score_opus":0.026845159274367408,"score_gpt":0.28734755760031744,"score_spread":0.26050239832595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176203680","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":[0.5496511,0.009268638,0.04266148,0.006338884,0.011544312,0.0027116786,0.000088881694,0.000050100633,0.37768495],"genre_scores_gemma":[0.93164504,0.0026880843,0.006388226,0.00023121109,0.0006332125,0.000020986094,0.0000109184275,0.000020478768,0.05836186],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797183,0.00008702038,0.00059652154,0.00017400766,0.0008210895,0.0003495528],"domain_scores_gemma":[0.9988671,0.0000360009,0.0004503256,0.00016749532,0.00036079195,0.00011828528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006936287,0.00011696108,0.000266042,0.00005664293,0.0002869003,0.000027141676,0.0004917358,0.00004204571,0.00021050213],"category_scores_gemma":[0.00006290979,0.00010703461,0.00030508163,0.00035936057,0.00010577719,0.00018441537,0.00010282742,0.000087002365,0.0000012461835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040409468,0.0005581354,0.0077116117,0.0006393246,0.0008764726,0.000037412912,0.10186498,0.00051004713,0.0001242098,0.036504008,0.8474746,0.0036588192],"study_design_scores_gemma":[0.00062579574,0.0001001432,0.0040056645,0.000058960013,0.00020507957,9.610815e-7,0.36586756,0.000051517985,0.000054345113,0.00036152257,0.6284705,0.00019794247],"about_ca_topic_score_codex":0.008334067,"about_ca_topic_score_gemma":0.12816527,"teacher_disagreement_score":0.38199395,"about_ca_system_score_codex":0.00015324951,"about_ca_system_score_gemma":0.00089376466,"threshold_uncertainty_score":0.9982695},"labels":[],"label_agreement":null},{"id":"W3176597153","doi":"10.1007/s13753-021-00362-6","title":"Empowered Stakeholders: Female University Students’ Leadership During the COVID-19-Triggered On-campus Evictions in Canada and the United States","year":2021,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"University of Colorado Boulder; Canada Research Chairs; National Science Foundation","keywords":"Eviction; Preparedness; General partnership; Political science; Public relations; Sociology; Law","score_opus":0.06828576895802317,"score_gpt":0.31767587799584324,"score_spread":0.24939010903782005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176597153","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":[0.9869967,0.000071950686,0.00010851333,0.011052315,0.00063435,0.00010650873,0.000012377304,0.0000039557876,0.001013308],"genre_scores_gemma":[0.9972276,0.00047412296,0.000014553244,0.0009778524,0.00005818919,6.2286875e-7,8.307861e-7,0.0000025052368,0.0012436928],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99747604,0.0003636919,0.00023577872,0.00017639826,0.0015137402,0.00023437262],"domain_scores_gemma":[0.99858576,0.0005430046,0.00027967256,0.00013244474,0.00029896616,0.00016012364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001617482,0.00007903762,0.000106008985,0.00022093674,0.0007417826,0.00037458164,0.0014436614,0.000015173367,0.00006611031],"category_scores_gemma":[0.0008160764,0.000049829036,0.00004671711,0.0008617304,0.0013649721,0.00045766725,0.00020084802,0.00022506063,0.0000017134605],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046492423,0.00016287339,0.8686273,0.000011187421,0.00013530206,0.00041187945,0.1102614,0.012192496,0.000030298284,0.005996745,0.0006877813,0.0010177799],"study_design_scores_gemma":[0.0026814055,0.000023897677,0.21825415,0.00008069459,0.000030009222,0.000026502834,0.7620236,0.00028474003,0.000021516738,0.0007525405,0.015686147,0.00013475149],"about_ca_topic_score_codex":0.2946841,"about_ca_topic_score_gemma":0.76300424,"teacher_disagreement_score":0.65176225,"about_ca_system_score_codex":0.00081460364,"about_ca_system_score_gemma":0.0016364739,"threshold_uncertainty_score":0.7100127},"labels":[],"label_agreement":null},{"id":"W3176857870","doi":"","title":"Provisioning Interoperable Disaster Management Systems: Integrated, Unified, and Federated Approaches","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":"University of Calgary","funders":"","keywords":"Interoperability; Cross-domain interoperability; Provisioning; Computer science; Semantic interoperability; World Wide Web; Telecommunications","score_opus":0.014806518381600714,"score_gpt":0.23778383297262878,"score_spread":0.22297731459102807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176857870","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":[0.7555235,0.0023419226,0.0049846647,0.00080495444,0.00072045857,0.0008257428,5.863905e-7,0.000078401754,0.23471975],"genre_scores_gemma":[0.89136535,0.0016932741,0.00004721706,0.00003941946,0.00008980436,0.000008775123,0.0000019654506,0.000013906368,0.10674029],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99738884,0.00023177727,0.00024059243,0.00027593452,0.0003619598,0.0015008999],"domain_scores_gemma":[0.99960333,0.000023351613,0.00011074583,0.000118023665,0.000050670988,0.00009389225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018901953,0.00015212505,0.00017163542,0.00013227078,0.0005926146,0.00081080484,0.00032721413,0.00006057017,0.00005175884],"category_scores_gemma":[0.000014682938,0.00011281351,0.000044112712,0.00025292078,0.0001164333,0.0005526234,0.00010658043,0.000689038,0.00009386532],"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":[0.00008869743,0.00009010973,0.008539921,0.000076778655,0.00027394402,0.000009169274,0.0060074273,0.0002081352,0.000033729928,0.9252786,0.00031832972,0.05907513],"study_design_scores_gemma":[0.0014764331,0.00040463833,0.00040560757,0.00040765974,0.0000865621,0.00006347349,0.9032071,0.003404903,0.000006298611,0.017501712,0.07248669,0.00054887426],"about_ca_topic_score_codex":0.00035779926,"about_ca_topic_score_gemma":0.0009655574,"teacher_disagreement_score":0.9077769,"about_ca_system_score_codex":0.00043542174,"about_ca_system_score_gemma":0.00032660677,"threshold_uncertainty_score":0.78186095},"labels":[],"label_agreement":null},{"id":"W3177556656","doi":"10.3390/su13147629","title":"When Housing and Communities Were Delivered: A Case Study of Post-Wenchuan Earthquake Rural Reconstruction and Recovery","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canada Research Chairs","keywords":"Grassroots; Livelihood; Government (linguistics); Rural housing; Disaster recovery; Business; Environmental planning; Economic growth; Sustainable community; Sustainable development; Rural area; Political science; Geography; Agriculture; Economics","score_opus":0.014013050353479242,"score_gpt":0.27743847497752566,"score_spread":0.26342542462404644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177556656","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":[0.9974773,0.00018819538,0.000008363271,0.00045366224,0.00009270543,0.00037905242,0.0000034485722,0.000022749931,0.0013745208],"genre_scores_gemma":[0.9994111,0.00006318379,0.00007192709,0.000020121412,0.00001898582,0.0000051582338,0.0000012133609,0.0000033884694,0.00040493734],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9987965,0.00055121805,0.00017978552,0.00014419605,0.00015089683,0.00017739994],"domain_scores_gemma":[0.9990423,0.00013733475,0.00007116948,0.00020244703,0.0004901093,0.000056684614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058047357,0.000075912285,0.00015013728,0.000051247654,0.0005840597,0.00012198759,0.00006846572,0.000041694297,0.000054447417],"category_scores_gemma":[0.00025687847,0.00007525779,0.000025040246,0.00012718343,0.000625685,0.00041716822,0.00017902142,0.00008899745,1.5007686e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047538662,0.00023542396,0.5001681,0.00018992013,0.000029238408,0.00022395879,0.24775547,0.0000105637155,0.0000055511287,0.0008380105,0.000016935348,0.2504793],"study_design_scores_gemma":[0.00025905427,0.00015750731,0.0664155,0.000017092354,0.00002211821,0.000048808957,0.9267374,0.000017162263,0.000002701035,0.006112812,0.00012816397,0.00008166169],"about_ca_topic_score_codex":0.04565668,"about_ca_topic_score_gemma":0.1046304,"teacher_disagreement_score":0.67898196,"about_ca_system_score_codex":0.00009525021,"about_ca_system_score_gemma":0.00018645503,"threshold_uncertainty_score":0.96069837},"labels":[],"label_agreement":null},{"id":"W3178653480","doi":"10.1016/j.ijdrr.2021.102444","title":"“Disasters threaten livelihoods, and people cope, adapt and make transformational changes”: Community resilience and livelihoods reconstruction in coastal communities of Bangladesh","year":2021,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":100,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Royal Roads University; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre; University of Manitoba","keywords":"Livelihood; Psychological resilience; Extreme weather; Context (archaeology); Relocation; Asset (computer security); Focus group; Geography; Environmental resource management; Business; Climate change; Agriculture; Psychology; Economics; Social psychology; Marketing; Computer security","score_opus":0.016334810831691533,"score_gpt":0.27567939630392857,"score_spread":0.25934458547223704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178653480","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":[0.9953598,0.0004906353,0.00030002996,0.0013976551,0.00053746643,0.000111186455,0.000036960948,0.0000060607717,0.0017602434],"genre_scores_gemma":[0.99301565,0.006118824,0.0005700935,0.00002589566,0.00012226148,0.000003157757,0.000011641003,0.000006146982,0.00012633704],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983075,0.0005839497,0.00041292876,0.00010217069,0.00045556514,0.00013784115],"domain_scores_gemma":[0.9989374,0.00014410567,0.0003725782,0.000083469575,0.00038327315,0.000079161415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084414496,0.00011226263,0.0002101382,0.0002552295,0.00024943906,0.0001470549,0.00020598111,0.00006540217,0.00003248792],"category_scores_gemma":[0.00008753104,0.00010806703,0.000038592127,0.00018158382,0.0005964346,0.00080648705,0.00011450703,0.00032147742,4.0384901e-7],"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":[0.0005470655,0.00039242633,0.24508885,0.00012513422,0.0002426828,0.000012935316,0.44232628,0.00017826693,0.001422735,0.00304043,0.00010573082,0.30651745],"study_design_scores_gemma":[0.0015044068,0.0002448277,0.34874728,0.00063316483,0.00007596024,0.0004910365,0.64384896,0.0003161709,0.0003315038,0.0029768276,0.0006304731,0.00019941332],"about_ca_topic_score_codex":0.002043421,"about_ca_topic_score_gemma":0.026543217,"teacher_disagreement_score":0.30631804,"about_ca_system_score_codex":0.000046527497,"about_ca_system_score_gemma":0.000082714185,"threshold_uncertainty_score":0.9912198},"labels":[],"label_agreement":null},{"id":"W3178979379","doi":"","title":"An Opening in the Ice: : Community Connection and Recovery in the Time of COVID-19","year":2021,"lang":"en","type":"article","venue":"Journal of Recovery in Mental Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Northwest Territories","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Connection (principal bundle); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geology; Mathematics; Virology; Medicine; Outbreak","score_opus":0.04138162402414074,"score_gpt":0.38998016847042627,"score_spread":0.3485985444462855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178979379","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":[0.9841702,0.0003908329,0.000015868292,0.011111342,0.00019321355,0.00020695478,0.0000034522602,0.0000013833763,0.0039067543],"genre_scores_gemma":[0.99455917,0.0019306783,0.00009029528,0.0032763463,0.000039771236,0.0000016225532,0.0000031454038,0.0000023519674,0.00009663131],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9955085,0.0035339622,0.00039309225,0.00006830357,0.00033418526,0.00016194499],"domain_scores_gemma":[0.99898463,0.00053507864,0.00029049497,0.000112010624,0.000020521005,0.00005728183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009278701,0.000053451018,0.00017251876,0.0001268307,0.0003101772,0.0000855156,0.00035326366,0.000033521395,0.000039358245],"category_scores_gemma":[0.00021610253,0.00003579651,0.000033698834,0.00045957,0.000104808845,0.0005489059,0.00004093426,0.00036659528,7.8566615e-7],"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":[0.00077305443,0.001909004,0.14563671,0.00035069292,0.000030297304,0.000118601885,0.7604685,0.0015207427,0.00036552057,0.002003775,0.0067889555,0.08003418],"study_design_scores_gemma":[0.0012186066,0.000991983,0.09720535,0.0003455725,0.0000065020777,0.000056039553,0.88633573,0.00013587213,0.000017829685,0.00573662,0.007849095,0.00010081303],"about_ca_topic_score_codex":0.0065011014,"about_ca_topic_score_gemma":0.036746353,"teacher_disagreement_score":0.12586725,"about_ca_system_score_codex":0.0002871707,"about_ca_system_score_gemma":0.0004108211,"threshold_uncertainty_score":0.9827764},"labels":[],"label_agreement":null},{"id":"W3179850574","doi":"10.3389/fclim.2021.591416","title":"Quantifying Psychosocial Impacts From Coastal Hazards for Cost-Benefit Analysis in Eastern Quebec, Canada","year":2021,"lang":"en","type":"article","venue":"Frontiers in Climate","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal; WSP (Canada); Cegep de Trois-Rivieres; Université du Québec à Trois-Rivières; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Innovation and Economic Development Trois Rivières; Environment and Climate Change Canada; Ouranos; Université du Québec à Montréal","funders":"Université du Québec à Montréal","keywords":"Psychosocial; Absenteeism; Environmental health; Socioeconomics; Geography; Medicine; Psychology; Economics","score_opus":0.029277453467325694,"score_gpt":0.32762776182728,"score_spread":0.2983503083599543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179850574","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":[0.98145485,0.0005442655,0.0027392677,0.0023923814,0.0030447051,0.00047894858,0.00033867828,0.000029612902,0.0089773005],"genre_scores_gemma":[0.99559176,0.00033896207,0.0013849806,0.0002987927,0.00014949836,0.000037991747,0.00015156505,0.000013480995,0.002032979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980516,0.00011343647,0.00033425537,0.0004004584,0.0004343542,0.0006659239],"domain_scores_gemma":[0.99942005,0.00008815541,0.000118416094,0.00018720517,0.00006463934,0.00012152974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042564282,0.00014082041,0.00036892734,0.00019684125,0.00022603331,0.00021059148,0.00031418554,0.00009100731,0.0000871128],"category_scores_gemma":[0.000115097464,0.00015361136,0.00012648324,0.0011004733,0.0000995462,0.00026035958,0.00008338798,0.00011253712,0.0000027558876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006383287,0.00005520273,0.97497123,0.00002624283,0.0001313928,0.000060109924,0.0049487706,0.00039633497,0.000011480004,0.00059656455,0.009984099,0.008754705],"study_design_scores_gemma":[0.0021992244,0.000016267286,0.7958948,0.00019572952,0.00032750278,1.0725522e-7,0.12049198,0.010573823,0.000050690673,0.0019373815,0.06757321,0.0007392554],"about_ca_topic_score_codex":0.88371766,"about_ca_topic_score_gemma":0.99981195,"teacher_disagreement_score":0.17907643,"about_ca_system_score_codex":0.00038951193,"about_ca_system_score_gemma":0.00056916755,"threshold_uncertainty_score":0.62640893},"labels":[],"label_agreement":null},{"id":"W3179946420","doi":"10.5751/es-12409-260301","title":"Advancing practical applications of resilience in Aotearoa-New Zealand","year":2021,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"QuakeCoRE","keywords":"Aotearoa; Resilience (materials science); Environmental resource management; Environmental planning; Geography; Environmental science; Political science","score_opus":0.010089045092834023,"score_gpt":0.31760420105163034,"score_spread":0.3075151559587963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179946420","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":[0.9283369,0.00022498403,0.0012648354,0.019476572,0.00016377046,0.0003111204,0.0000013380532,0.000027658672,0.05019278],"genre_scores_gemma":[0.94194335,0.0007600517,0.0051565208,0.00042101965,0.000069118614,0.000013045865,0.0000013873544,0.000002424386,0.051633112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994411,0.00007897305,0.0000990874,0.0001399354,0.00008201508,0.00015887509],"domain_scores_gemma":[0.99962294,0.00019589569,0.000037248694,0.00006855567,0.00002496996,0.00005041613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003694388,0.000032587945,0.00008190516,0.000011009992,0.00013579812,0.000011733905,0.00006127616,0.00007154115,0.00010239067],"category_scores_gemma":[0.00012827718,0.000032786716,0.000027117527,0.00021562807,0.00028415286,0.00011286105,0.00005364253,0.000087082815,0.000004973144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001518788,0.0003985203,0.67796344,0.00006202918,0.00004177468,0.000021184043,0.11958832,0.00007555241,0.00083394174,0.091976866,0.09479961,0.01422357],"study_design_scores_gemma":[0.00066236337,0.000048882383,0.5907885,0.000023392271,0.000026700736,0.0000034109414,0.08328811,0.00012398687,0.00017679133,0.04254549,0.28212374,0.00018865772],"about_ca_topic_score_codex":0.00019943525,"about_ca_topic_score_gemma":0.0027101228,"teacher_disagreement_score":0.18732415,"about_ca_system_score_codex":0.000018307608,"about_ca_system_score_gemma":0.00022031565,"threshold_uncertainty_score":0.15123121},"labels":[],"label_agreement":null},{"id":"W3180754201","doi":"10.1111/risa.13775","title":"Earthquake Threat! Understanding the Intention to Prepare for the Big One","year":2021,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Antecedent (behavioral psychology); Fatalism; Risk perception; Perception; Psychology; Risk management; Hazard; Social psychology; Environmental health; Applied psychology; Medicine; Business","score_opus":0.07867821364757423,"score_gpt":0.3268772170873118,"score_spread":0.2481990034397376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180754201","genre_codex":"methods","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":[0.14650616,0.0005434202,0.7890162,0.021578012,0.00040262425,0.00067743415,0.00001912161,0.000067825844,0.04118923],"genre_scores_gemma":[0.98574615,0.00040799807,0.00011133837,0.00014870965,0.00009213132,0.000025674604,0.0000045890606,0.0000030494716,0.013460373],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9991149,0.00014345789,0.00010595098,0.00018013854,0.00028128133,0.00017431154],"domain_scores_gemma":[0.99932086,0.00026103685,0.000057927242,0.00024901336,0.00007276217,0.000038416343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007517479,0.00005041302,0.000096813936,0.00006750153,0.0011607509,0.00023609767,0.00024293334,0.000021351952,0.0001589135],"category_scores_gemma":[0.00023025312,0.000029007018,0.00022871511,0.0015604595,0.000099793426,0.000060071736,0.000063833606,0.000036739388,0.000017486183],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089019035,0.000267173,0.2200246,0.000032897467,0.008381976,0.000005628069,0.12663227,0.014347932,0.00007118152,0.3165639,0.012693615,0.3008898],"study_design_scores_gemma":[0.000362412,0.000051948224,0.15341488,0.000040458548,0.009864472,1.17525914e-7,0.6476723,0.009635164,0.00006497652,0.03922985,0.1392943,0.00036911384],"about_ca_topic_score_codex":0.0013128362,"about_ca_topic_score_gemma":0.083269395,"teacher_disagreement_score":0.83923995,"about_ca_system_score_codex":0.000054633005,"about_ca_system_score_gemma":0.00003057947,"threshold_uncertainty_score":0.93345857},"labels":[],"label_agreement":null},{"id":"W3182786091","doi":"10.3311/floodrisk2020.13.12","title":"A Resilient Leadership for Resilient Cities","year":2021,"lang":"en","type":"article","venue":"","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":"Université Laval","funders":"","keywords":"Sensibility; Reflexivity; Variety (cybernetics); Resilience (materials science); Sociology; Anticipation (artificial intelligence); Field (mathematics); Conceptual framework; Perspective (graphical); Construct (python library); Epistemology; Knowledge management; Engineering ethics; Public relations; Computer science; Psychology; Political science; Engineering; Artificial intelligence; Social science","score_opus":0.10770616795317024,"score_gpt":0.33278482264716497,"score_spread":0.22507865469399474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182786091","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03520692,0.0005188514,0.0026486593,0.018824471,0.0007085896,0.00043414038,0.000003485236,0.00015029455,0.9415046],"genre_scores_gemma":[0.4872856,0.00006313056,0.0011290371,0.0012643533,0.00019929596,0.000038893275,0.0000045543297,0.0000069805537,0.51000816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876094,0.00009223811,0.00013921318,0.0002587055,0.00034690552,0.0004019861],"domain_scores_gemma":[0.9994411,0.00013872283,0.000031277992,0.00018369264,0.00011219575,0.00009304009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038867342,0.00007575184,0.00009853039,0.000047210877,0.00043356678,0.00015769248,0.00021881437,0.000047735582,0.00084593554],"category_scores_gemma":[0.00025312946,0.00006824884,0.00008673988,0.0002436009,0.00024934363,0.00015539567,0.00005896343,0.000041816238,0.00007455892],"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":[0.000029696166,0.00009906507,0.0015526363,0.000069955786,0.000022340188,0.00001237619,0.0164952,0.000024939893,0.00022347449,0.8040773,0.16648906,0.010903895],"study_design_scores_gemma":[0.00028769736,0.000035260877,0.0013237346,0.000031304342,0.000016515562,3.3236654e-7,0.20511469,0.00004037265,0.0011111386,0.007662011,0.7842003,0.00017660833],"about_ca_topic_score_codex":0.0001315617,"about_ca_topic_score_gemma":0.0031476049,"teacher_disagreement_score":0.7964153,"about_ca_system_score_codex":0.000044744622,"about_ca_system_score_gemma":0.00014256225,"threshold_uncertainty_score":0.9262401},"labels":[],"label_agreement":null},{"id":"W3183735468","doi":"10.20961/shes.v3i1.45020","title":"Active Role of Women in Disaster Prone Areas","year":2020,"lang":"en","type":"article","venue":"Social Humanities and Educational Studies (SHEs) Conference Series","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":"Encana (Canada)","funders":"","keywords":"Vulnerability (computing); Context (archaeology); Geography; Paragraph; Socioeconomics; Emergency management; Tributary; Political science; Economic growth; Environmental planning; Sociology; Computer security; Archaeology; Cartography; Law","score_opus":0.06481356020484004,"score_gpt":0.3104649929927103,"score_spread":0.24565143278787027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183735468","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":[0.897119,0.00046938274,8.404238e-7,0.010978765,0.0001432813,0.00022634005,0.000013057791,0.000016211296,0.09103313],"genre_scores_gemma":[0.99451745,0.0005144876,0.000012006493,0.00026198238,0.00038868125,0.00009551475,0.0000054655084,0.0000053271146,0.0041991053],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99894375,0.0000837381,0.00018854145,0.00018881644,0.0002515937,0.00034358527],"domain_scores_gemma":[0.99955404,0.000084113984,0.00009588204,0.000038193557,0.00017101836,0.000056753226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016106674,0.000114718096,0.00025082042,0.000041119933,0.0006468319,0.00008699896,0.00016220377,0.000036097157,0.00035725711],"category_scores_gemma":[0.00015664208,0.00010846461,0.0000305567,0.00014707702,0.0014965008,0.0004753996,0.00012719081,0.000074355106,0.000005930117],"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":[0.000046863406,0.000039579278,0.004380662,0.000058191818,0.00004333225,1.9054116e-7,0.6064373,2.1003056e-7,0.00001474822,0.38569623,0.00037266515,0.002910023],"study_design_scores_gemma":[0.00010776345,0.000059143793,0.056950044,0.000026844584,0.000009056242,4.9603493e-8,0.8669422,7.396257e-7,0.000012886083,0.050509725,0.025262684,0.000118811564],"about_ca_topic_score_codex":0.00058188086,"about_ca_topic_score_gemma":0.0034794114,"teacher_disagreement_score":0.3351865,"about_ca_system_score_codex":0.00013898755,"about_ca_system_score_gemma":0.000228596,"threshold_uncertainty_score":0.55139196},"labels":[],"label_agreement":null},{"id":"W3185209955","doi":"","title":"Social Equity Dimensions of Flood Risk Management in Canada","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of Waterloo; Canadian Institutes of Health Research; Public Safety Canada; Göteborgs Universitet; Marine Environmental Observation Prediction and Response Network","keywords":"Flood myth; Flood risk management; Equity (law); Risk management; Business; Social equality; Geography; Environmental planning; Political science; Finance; Archaeology","score_opus":0.01297199717678417,"score_gpt":0.24547994704328432,"score_spread":0.23250794986650014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185209955","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":[0.9524284,0.00008552098,0.0000010040926,0.0003643555,0.0003245488,0.00023821091,0.000024317318,0.000009495498,0.04652416],"genre_scores_gemma":[0.5644759,0.00088238675,0.00019147038,0.000007059823,0.000020500593,3.5740882e-7,0.000099238794,0.0000075563066,0.43431553],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99854016,0.00015606712,0.00013379242,0.00026521328,0.0006182237,0.00028653006],"domain_scores_gemma":[0.9993874,0.000024607303,0.00027223,0.00015550172,0.00009894642,0.00006134605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022147765,0.00012546066,0.00031078397,0.00017096312,0.00034447247,0.000013398399,0.0004907417,0.00011109432,0.00025144024],"category_scores_gemma":[0.000010972315,0.00014034373,0.00010562317,0.00040750962,0.00012540075,0.00012293238,0.00020037015,0.00015283654,0.0000044954595],"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":[0.00017674819,0.00033062027,0.013501292,0.0010230516,0.000530909,0.00035984124,0.9070599,0.00013801099,0.00012256771,0.013157001,0.015862089,0.047737982],"study_design_scores_gemma":[0.00035675822,0.000012088583,0.037018217,0.00013748328,0.00018330429,2.5246646e-8,0.9586361,0.00001563356,0.00003930743,0.00038548798,0.0030328878,0.00018268441],"about_ca_topic_score_codex":0.9946654,"about_ca_topic_score_gemma":0.99979365,"teacher_disagreement_score":0.38795248,"about_ca_system_score_codex":0.00031458476,"about_ca_system_score_gemma":0.00062904356,"threshold_uncertainty_score":0.57230514},"labels":[],"label_agreement":null},{"id":"W3185429533","doi":"10.1177/87552930211030297","title":"Factors affecting earthquake responders’ building damage information needs and use","year":2021,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Science Foundation","keywords":"Dissemination; Information sharing; Limiting; Information needs; Information Dissemination; Computer science; Business; Risk analysis (engineering); Engineering; World Wide Web","score_opus":0.02951064254001246,"score_gpt":0.27853709901024926,"score_spread":0.2490264564702368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185429533","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":[0.9635996,0.000052894466,0.0005795365,0.00054675154,0.00033817513,0.00017715702,0.0000033271035,0.00013081128,0.03457172],"genre_scores_gemma":[0.9946061,0.00006175649,0.00046882906,0.00017425741,0.000114808194,0.0000014776191,0.000008811324,0.000008477282,0.0045554936],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998611,0.0002020087,0.00020194298,0.0001607082,0.0004144232,0.00040992533],"domain_scores_gemma":[0.9992693,0.00024138248,0.00008806684,0.0001920987,0.00006292635,0.00014622706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000503508,0.0001407781,0.00014754092,0.0002139908,0.0006725886,0.0009082946,0.00014133361,0.00007927611,0.0002950148],"category_scores_gemma":[0.0005046962,0.00013584708,0.0000653073,0.0007512485,0.00017943095,0.0021966526,0.000089210655,0.000169199,0.00004339688],"study_design_candidate":"observational","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":[0.00007038967,0.0001242367,0.23085305,0.00012303711,0.00012581494,0.00008244448,0.43379626,0.00019969682,0.0027153639,0.22920883,0.0029608486,0.09974002],"study_design_scores_gemma":[0.00025507974,0.0000341442,0.79895574,0.000041380765,0.0000176226,0.0000013240381,0.10786296,0.00003251885,0.0007784601,0.00036125357,0.09141377,0.00024572245],"about_ca_topic_score_codex":0.00029130268,"about_ca_topic_score_gemma":0.001856993,"teacher_disagreement_score":0.5681027,"about_ca_system_score_codex":0.00003145659,"about_ca_system_score_gemma":0.0000838883,"threshold_uncertainty_score":0.8758705},"labels":[],"label_agreement":null},{"id":"W3185506490","doi":"10.1093/bjsw/bcab141","title":"Social Work Practitioners and Human Service Professionals in the 2016 Alberta (Canada) Wildfires: Roles and Contributions","year":2021,"lang":"en","type":"article","venue":"The British Journal of Social Work","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social work; Human services; Public relations; Context (archaeology); Work (physics); Service (business); Sociology; Political science; Business; Geography; Engineering","score_opus":0.011718979798153714,"score_gpt":0.29947484919608147,"score_spread":0.28775586939792774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185506490","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":[0.7959157,0.0011676196,0.0000019657168,0.19230461,0.00015627066,0.00014399388,0.0000051170355,0.0000032621501,0.010301436],"genre_scores_gemma":[0.99485284,0.0001749161,0.000007719448,0.0017741513,0.00057063653,0.000005122355,0.0000026338714,0.000004658449,0.0026073067],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982102,0.00070860074,0.00023799518,0.00009468118,0.00052338646,0.00022514725],"domain_scores_gemma":[0.99912417,0.00039398915,0.00022816418,0.00003893286,0.00016560202,0.000049150363],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011995321,0.00006700541,0.00015356793,0.000016528851,0.0055394843,0.0005300202,0.00026713355,0.00006335918,0.00006315947],"category_scores_gemma":[0.00021046569,0.000051734572,0.00004227281,0.00071872346,0.00034683722,0.00024261278,0.00007223266,0.0003120224,0.0000011280836],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018021707,0.00062127307,0.034426555,0.00005137323,0.00033972244,0.00056745874,0.22286889,0.000006897831,0.000035666682,0.14914218,0.5539988,0.037760943],"study_design_scores_gemma":[0.00073822995,0.000012611091,0.67049605,0.00062414876,0.000089352114,0.000039622402,0.20416771,2.842182e-7,0.000001965614,0.010019693,0.11362915,0.00018119869],"about_ca_topic_score_codex":0.047506668,"about_ca_topic_score_gemma":0.54443836,"teacher_disagreement_score":0.6360695,"about_ca_system_score_codex":0.00005991487,"about_ca_system_score_gemma":0.0004018843,"threshold_uncertainty_score":0.9957552},"labels":[],"label_agreement":null},{"id":"W3185843160","doi":"10.18196/ppm.26.539","title":"Implementasi Pengurangan Risiko Bencana Di Sekolah","year":2021,"lang":"id","type":"article","venue":"Prosiding Seminar Nasional Program Pengabdian Masyarakat","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":"Encana (Canada)","funders":"","keywords":"Physics; Engineering","score_opus":0.028007819610938713,"score_gpt":0.33326234599373067,"score_spread":0.30525452638279194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185843160","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":[0.88635033,0.016549783,0.000094009236,0.0122152595,0.0056907116,0.0065147458,0.00024241747,0.0010946589,0.0712481],"genre_scores_gemma":[0.94261277,0.0017569836,0.0013960432,0.00050293445,0.0012085025,0.00034627374,0.0002793962,0.00011716013,0.051779922],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914172,0.0010412029,0.0011129944,0.0018411228,0.0022873695,0.0023000592],"domain_scores_gemma":[0.99668336,0.00039016432,0.0005549407,0.00087242026,0.0005129323,0.0009861802],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021091267,0.00088666624,0.00087255833,0.00029976657,0.0030578966,0.0018607877,0.0015233438,0.00041856515,0.00096294296],"category_scores_gemma":[0.0005663524,0.00091519515,0.0006429767,0.0023932825,0.00094667514,0.0011107556,0.0010802636,0.0010084338,0.0009391722],"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":[0.00037729286,0.0075217634,0.10112754,0.0027445753,0.0010803496,0.003595879,0.049859047,0.000035190205,0.04128944,0.05321342,0.09334331,0.6458122],"study_design_scores_gemma":[0.002590519,0.0012740634,0.03513877,0.0025371253,0.0007910293,0.00012116089,0.08657072,0.00045438495,0.026180252,0.0026923208,0.8383113,0.0033383314],"about_ca_topic_score_codex":0.00039758568,"about_ca_topic_score_gemma":0.0011814128,"teacher_disagreement_score":0.744968,"about_ca_system_score_codex":0.00048912986,"about_ca_system_score_gemma":0.0010024569,"threshold_uncertainty_score":0.9999503},"labels":[],"label_agreement":null},{"id":"W3186410208","doi":"10.1177/15485129211028659","title":"Epidemic Attack on the Aircraft Carrier Theodore Roosevelt: Bridging the Gaps in Emergency Management","year":2021,"lang":"en","type":"article","venue":"The Journal of Defense Modeling and Simulation Applications Methodology Technology","topic":"Disaster Management and Resilience","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":"University of Calgary","funders":"","keywords":"Bridging (networking); Credibility; Preparedness; Computer security; Computer science; Emergency management; Risk analysis (engineering); Operations research; Engineering; Political science; Business; Law","score_opus":0.12282223776234467,"score_gpt":0.40429210296027546,"score_spread":0.28146986519793077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186410208","genre_codex":"methods","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":[0.37803116,0.0014468335,0.56176114,0.05537959,0.00016554611,0.00040048396,0.0000010357244,0.000030142564,0.0027840496],"genre_scores_gemma":[0.9922198,0.0021916672,0.004405705,0.00047922748,0.000104024046,0.000030553674,5.9171197e-7,0.000008498569,0.0005599187],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972987,0.0015940927,0.000498841,0.00016511139,0.00021393047,0.00022931072],"domain_scores_gemma":[0.9976174,0.0015033437,0.00027830037,0.00038907587,0.00018332622,0.0000285498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061833593,0.00010262299,0.00018694623,0.00021047909,0.0007799634,0.000022007745,0.00053140556,0.00011646905,0.00003057709],"category_scores_gemma":[0.0006869575,0.00005584492,0.000062586965,0.0008261629,0.00035944127,0.00006060503,0.00013115887,0.000427741,0.000004853529],"study_design_candidate":"simulation_or_modeling","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":[0.000030956096,0.00003411133,0.0011208478,0.0000076235647,0.00005639168,0.0000033812819,0.00406132,0.7147212,0.000068989626,0.2456876,0.00019738033,0.034010198],"study_design_scores_gemma":[0.00051400333,0.00005068314,0.0009696983,0.00007567437,0.0002501944,0.000040935516,0.06621764,0.41184604,0.00006925963,0.48994875,0.029777046,0.00024009249],"about_ca_topic_score_codex":0.000021402693,"about_ca_topic_score_gemma":0.00014260614,"teacher_disagreement_score":0.6141887,"about_ca_system_score_codex":0.00003817417,"about_ca_system_score_gemma":0.00004239658,"threshold_uncertainty_score":0.5998927},"labels":[],"label_agreement":null},{"id":"W3189312856","doi":"","title":"A Social Repair Orientation to Disaster Recovery: Evidence from Northern Pakistan","year":2015,"lang":"en","type":"article","venue":"Brunel University Research Archive (BURA) (Brunel University London)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Orientation (vector space); Disaster recovery; Business; Computer security; Political science; Computer science","score_opus":0.09203838568854948,"score_gpt":0.3522896348338836,"score_spread":0.2602512491453341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189312856","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":[0.8466776,0.00005771372,0.0053159934,0.004643379,0.0003811695,0.0013819438,0.00019080212,0.00040762278,0.14094377],"genre_scores_gemma":[0.92078245,0.00025788567,0.0019578517,0.00013432422,0.0004094376,0.0000013179604,0.00010290775,0.00003409818,0.076319754],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928028,0.002408922,0.00023762576,0.0011464057,0.0021561813,0.0012480879],"domain_scores_gemma":[0.996465,0.0008758037,0.00014964028,0.00060650636,0.00080267404,0.0011003653],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017956801,0.00030786826,0.0003769725,0.0009101294,0.0028132522,0.00027031463,0.0020203725,0.00017788276,0.00025101897],"category_scores_gemma":[0.00065728853,0.0003719071,0.00030902648,0.0024017638,0.0016265706,0.0020629342,0.0015873752,0.0006346231,0.00090146344],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014105227,0.0011761002,0.1784826,0.00012634466,0.00075070874,0.0033247415,0.46687987,0.0013019526,0.0011504528,0.089503184,0.22473414,0.018464673],"study_design_scores_gemma":[0.0024931175,0.0005307735,0.045768417,0.00022909729,0.0001313615,8.5367003e-7,0.44535297,0.00038905564,0.000020210096,0.0041369223,0.500105,0.00084220653],"about_ca_topic_score_codex":0.063801624,"about_ca_topic_score_gemma":0.15791854,"teacher_disagreement_score":0.27537087,"about_ca_system_score_codex":0.0015475575,"about_ca_system_score_gemma":0.0012709924,"threshold_uncertainty_score":0.99987644},"labels":[],"label_agreement":null},{"id":"W3190900862","doi":"10.24815/ijdm.v4i2.21183","title":"Are We Prepared for the Next Disaster? Evidence from Ice Storm","year":2021,"lang":"en","type":"article","venue":"International Journal of Disaster Management/International journal of disaster management/Smong News","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University; York University","funders":"","keywords":"Preparedness; Storm; Emergency management; Meteorology; Psychology; Business; Political science; Geography","score_opus":0.06920640061996668,"score_gpt":0.3535144063084022,"score_spread":0.2843080056884355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190900862","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":[0.38425767,0.015732659,0.2176426,0.18189783,0.09218033,0.0048054163,0.0005348335,0.00022503044,0.10272364],"genre_scores_gemma":[0.9426503,0.014490843,0.0077200574,0.003760007,0.0070265387,0.00006931825,0.000039348295,0.0001323256,0.02411123],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903329,0.0005034764,0.0026168437,0.0007380696,0.005005705,0.000803015],"domain_scores_gemma":[0.9902112,0.0010885752,0.0046489877,0.0007542322,0.002897198,0.00039978864],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0019284516,0.00064525433,0.0008156434,0.0009517052,0.00043571947,0.0028055287,0.0068568797,0.00015730673,0.0007987154],"category_scores_gemma":[0.000520908,0.00051526533,0.0012591257,0.00059774175,0.00051714596,0.0048139533,0.0015482863,0.0005535029,0.00006835609],"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":[0.0074168174,0.0038825236,0.03679322,0.0005237675,0.035151545,0.008720955,0.08262264,0.0043654344,0.0004863756,0.028890839,0.33708954,0.45405635],"study_design_scores_gemma":[0.0068512573,0.0002446057,0.017357636,0.004141841,0.0020614953,0.00013998398,0.27999276,0.00041470872,0.0000983535,0.009455406,0.67828643,0.0009555273],"about_ca_topic_score_codex":0.0001342296,"about_ca_topic_score_gemma":0.0014412145,"teacher_disagreement_score":0.55839264,"about_ca_system_score_codex":0.0007018205,"about_ca_system_score_gemma":0.00018698385,"threshold_uncertainty_score":0.9997299},"labels":[],"label_agreement":null},{"id":"W3192391930","doi":"10.1016/j.ijdrr.2021.102508","title":"Co-production of risk knowledge and improvement of risk communication: A three-legged stool","year":2021,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Disaster risk reduction; Narrative; Knowledge management; Risk analysis (engineering); Risk management; Production (economics); Business; Risk communication; Reduction (mathematics); Public relations; Computer science; Political science; Environmental resource management; Economics","score_opus":0.015317955479589149,"score_gpt":0.32005388683940644,"score_spread":0.3047359313598173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192391930","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":[0.9920913,0.0012954153,0.0010824754,0.00049286714,0.0021069166,0.00012101847,0.000027967271,0.000007321126,0.002774692],"genre_scores_gemma":[0.9909716,0.0071616746,0.0009178901,0.0000039750203,0.0005483985,0.0000026445796,0.0000072719877,0.0000074296736,0.00037907535],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99803966,0.00037386426,0.0006380167,0.00016734941,0.0006661241,0.00011499362],"domain_scores_gemma":[0.9969788,0.00012238661,0.0014871614,0.00020926258,0.0011395732,0.00006277657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012932003,0.00009976859,0.00020735864,0.00019824797,0.00019740047,0.00006801511,0.00037650196,0.000054843087,0.00009450308],"category_scores_gemma":[0.00061733363,0.000090555885,0.00013239222,0.00021639637,0.00043212585,0.0005975205,0.0000848149,0.00023898453,0.0000036256],"study_design_candidate":"design_other","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":[0.00069493504,0.0015813155,0.14448924,0.00006843673,0.0011562693,0.0000058320134,0.12764275,0.0007948623,0.013592764,0.00581426,0.002900624,0.7012587],"study_design_scores_gemma":[0.0059933416,0.0008063009,0.5055012,0.0013609513,0.001532596,0.0001342345,0.34810627,0.00036216053,0.05009814,0.054010697,0.031240584,0.0008535383],"about_ca_topic_score_codex":0.0005020325,"about_ca_topic_score_gemma":0.00090644485,"teacher_disagreement_score":0.7004052,"about_ca_system_score_codex":0.00009385045,"about_ca_system_score_gemma":0.000120476696,"threshold_uncertainty_score":0.3692762},"labels":[],"label_agreement":null},{"id":"W3192765305","doi":"10.4102/jamba.v13i1.943","title":"The role of community protection institution in disaster management at West Java, Indonesia","year":2021,"lang":"en","type":"article","venue":"Jàmbá Journal of Disaster Risk Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance; Government of Canada","funders":"","keywords":"Unit (ring theory); Government (linguistics); Work (physics); Focus group; Public relations; Business; Independence (probability theory); Qualitative research; Emergency management; Environmental planning; Political science; Knowledge management; Environmental resource management; Engineering; Psychology; Sociology; Geography; Marketing; Computer science","score_opus":0.029642506438148072,"score_gpt":0.30949458797521284,"score_spread":0.27985208153706476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192765305","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":[0.97832394,0.0032195395,0.00007952642,0.0008263407,0.00050381373,0.00026481284,0.000001939776,0.000006559268,0.016773522],"genre_scores_gemma":[0.99404913,0.0045969905,0.000045220997,0.000030384284,0.000097391996,0.000013979588,4.2114567e-7,0.000005762241,0.001160745],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99758434,0.0009646585,0.00055514515,0.000097339675,0.000552513,0.00024598875],"domain_scores_gemma":[0.9987866,0.00015748513,0.0005422603,0.0002210513,0.00024507102,0.00004749037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015993696,0.00012365315,0.00026656452,0.000110034605,0.0010849652,0.00007984211,0.000368907,0.0000422124,0.000011304597],"category_scores_gemma":[0.00017882747,0.00008171664,0.00011974805,0.00042225915,0.00065796915,0.00040327638,0.00040722676,0.00030445302,0.000009302225],"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":[0.0004726143,0.0009566737,0.3752602,0.00023969062,0.0008943681,0.00005224907,0.38033983,0.00036313653,0.0003624953,0.012116725,0.000901479,0.22804053],"study_design_scores_gemma":[0.000867053,0.00013381643,0.24579613,0.0003080836,0.00013722085,0.0000059047707,0.71846765,0.000010025725,0.00023984122,0.0056316797,0.02825522,0.00014738277],"about_ca_topic_score_codex":0.00022227074,"about_ca_topic_score_gemma":0.010488247,"teacher_disagreement_score":0.3381278,"about_ca_system_score_codex":0.00018589736,"about_ca_system_score_gemma":0.000039357434,"threshold_uncertainty_score":0.8344785},"labels":[],"label_agreement":null},{"id":"W3193055453","doi":"10.1108/ijes-05-2021-0024","title":"Shifting patterns of emergency incidents during the COVID-19 pandemic in the City of Vaughan, Canada","year":2021,"lang":"en","type":"article","venue":"International Journal of Emergency Services","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fleming College; York University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Originality; Public health; Medical emergency; Emergency management; Emergency response; Service (business); Geography; Business; Political science; Psychology; Medicine; Marketing; Nursing; Social psychology","score_opus":0.04420003821209207,"score_gpt":0.36204659356150615,"score_spread":0.3178465553494141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193055453","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":[0.99063414,0.0004497997,0.00003134493,0.0047729784,0.0024934076,0.00006682914,0.000014105503,0.0000021718624,0.0015352344],"genre_scores_gemma":[0.99733263,0.0015893857,0.000008121354,0.00026547862,0.00027566034,0.0000017319143,0.0000020525422,0.0000035837784,0.0005213535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99740434,0.00028373988,0.0007460679,0.00010398385,0.0013039162,0.00015793397],"domain_scores_gemma":[0.9984711,0.000112336886,0.0007610745,0.00012068386,0.00047777386,0.000057029538],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011021303,0.00007983544,0.00013752007,0.00008565659,0.00013685483,0.000021459779,0.0015529152,0.000028875906,0.0012031287],"category_scores_gemma":[0.00024626055,0.000052581345,0.0001071358,0.00033000062,0.000028718388,0.00028846972,0.0001522174,0.00014522615,5.3748175e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016532258,0.000056552566,0.9780317,0.00007030241,0.0000796505,0.00003667829,0.02039924,0.0002664579,0.00029012846,0.00039329266,0.00017402327,0.00018545166],"study_design_scores_gemma":[0.00028279048,0.000012941149,0.92504394,0.000109464505,0.000029360608,0.00000819491,0.061998546,0.00002553204,0.00010649106,0.001642261,0.010647406,0.00009308741],"about_ca_topic_score_codex":0.36456326,"about_ca_topic_score_gemma":0.9146105,"teacher_disagreement_score":0.5500473,"about_ca_system_score_codex":0.00011701172,"about_ca_system_score_gemma":0.00038975195,"threshold_uncertainty_score":0.9997099},"labels":[],"label_agreement":null},{"id":"W3193767351","doi":"10.1289/isee.2021.o-to-022","title":"Long-term impacts of Atlantic hurricanes on asthma exacerbations among children with asthma in the eastern United States","year":2021,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","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":"University of British Columbia","funders":"","keywords":"Asthma; Medicine; Exacerbation; Asthma exacerbations; Storm; Demography; Population; Environmental health; Pediatrics; Meteorology; Geography; Internal medicine","score_opus":0.020061463936356116,"score_gpt":0.2825217121274541,"score_spread":0.262460248191098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193767351","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":[0.9846682,0.000032320626,0.000024387517,0.0008810026,0.000050150993,0.00032756443,0.0000066058037,0.000025756595,0.013984032],"genre_scores_gemma":[0.99872833,0.00013741203,0.000014018063,0.00015915437,0.000043483244,0.000011917903,0.00008159501,0.000008490923,0.0008156131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830997,0.00021900987,0.0002618543,0.0002681702,0.0005729048,0.0003681012],"domain_scores_gemma":[0.99906063,0.00018523853,0.00019044704,0.00029414022,0.00017173185,0.00009778676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035485148,0.00015375631,0.00017738271,0.00015689064,0.00018247853,0.00026046642,0.0004720717,0.00005878724,0.00014905863],"category_scores_gemma":[0.00011360868,0.0001061424,0.000040321178,0.0007357636,0.00044667223,0.0003271346,0.000046209054,0.00017171491,0.000033916494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024629358,0.00030912418,0.97232825,0.000027278025,0.000038176717,0.000085798456,0.01815095,0.0037854218,0.00002899116,0.0032896944,0.000119022814,0.001812654],"study_design_scores_gemma":[0.00029305348,0.00009306318,0.9888937,0.00025454504,0.000013557624,0.000002486709,0.009898433,0.00003164351,0.000064802596,0.00014410412,0.0001674647,0.00014313063],"about_ca_topic_score_codex":0.005375138,"about_ca_topic_score_gemma":0.045960158,"teacher_disagreement_score":0.04058502,"about_ca_system_score_codex":0.00002561912,"about_ca_system_score_gemma":0.00020067967,"threshold_uncertainty_score":0.9714486},"labels":[],"label_agreement":null},{"id":"W3193875657","doi":"10.1017/s0714980821000271","title":"How Do Non-Catastrophic Natural Disasters Impact Middle-Aged-to-Older Persons? Using Baseline Canadian Longitudinal Study on Aging Data to Explore Psychological Outcomes Associated with the 2013 Calgary Flood","year":2021,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Flood myth; Longitudinal study; Natural disaster; Mental health; Baseline (sea); Gerontology; Medicine; Anxiety; Logistic regression; Demography; Life satisfaction; Psychology; Psychiatry; Geography","score_opus":0.09364903309644755,"score_gpt":0.3233197863230243,"score_spread":0.22967075322657676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193875657","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":[0.938897,0.00014496774,0.00014794833,0.05828383,0.0011498957,0.0008843432,0.00019067898,0.000018713272,0.00028260314],"genre_scores_gemma":[0.99464417,0.000013332277,0.00014105723,0.0033075511,0.00042866883,0.000027190985,0.00010056912,0.000056467892,0.0012809796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99516636,0.0008552201,0.00040494947,0.001011517,0.0005645806,0.0019973551],"domain_scores_gemma":[0.99370617,0.00023287607,0.00021980997,0.0009234464,0.00027993,0.004637766],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0022596135,0.0005292314,0.0005275928,0.0007670593,0.0025832755,0.0019755035,0.0016599835,0.00009194559,0.00024445908],"category_scores_gemma":[0.0008188599,0.0003755929,0.00016764499,0.0013448978,0.00021529006,0.0004759842,0.00012702981,0.00089716585,0.000014795956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010502135,0.0006884675,0.6591793,0.00004511978,0.0018213543,0.027371028,0.20936374,0.0081056645,0.00006297066,0.0002791899,0.08295881,0.010019386],"study_design_scores_gemma":[0.0015180513,0.00074228784,0.7433441,0.0015863524,0.00037097512,0.00017705173,0.22936578,0.000724875,0.0000019083784,0.000008141297,0.020944688,0.0012157353],"about_ca_topic_score_codex":0.39889023,"about_ca_topic_score_gemma":0.9922599,"teacher_disagreement_score":0.59336966,"about_ca_system_score_codex":0.002867817,"about_ca_system_score_gemma":0.0015764725,"threshold_uncertainty_score":0.9998696},"labels":[],"label_agreement":null},{"id":"W3194780171","doi":"10.5751/es-12474-260318","title":"Wildfire volunteering and community disaster resilience in New Zealand: institutional change in a dynamic rural social-ecological setting","year":2021,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eli Lilly and Company","keywords":"Resilience (materials science); Community resilience; Environmental resource management; Psychological resilience; Geography; Climate change; Environmental change; Environmental planning; Ecology; Environmental science","score_opus":0.017698577168142382,"score_gpt":0.29416795016100394,"score_spread":0.27646937299286156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194780171","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":[0.9933792,0.00013970872,0.000008649048,0.0048148236,0.00012174504,0.00013657346,0.000001534943,0.000017875991,0.0013798922],"genre_scores_gemma":[0.99712586,0.000284513,0.0001406675,0.0008185214,0.000056455414,0.000013962872,0.00000609403,0.0000025655145,0.0015513389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886066,0.00041987453,0.00014480457,0.0001640833,0.000097934666,0.000312675],"domain_scores_gemma":[0.99964106,0.00019832942,0.00003745624,0.000055627952,0.000009983943,0.00005751617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076650095,0.00008226972,0.00015232111,0.000025092577,0.0009219482,0.000050725488,0.00012112804,0.00016558405,0.000037838512],"category_scores_gemma":[0.000110215515,0.000081271275,0.000035402372,0.00021963754,0.0006625406,0.0002723703,0.00023502018,0.0004054953,0.0000016908799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063265034,0.000097050084,0.804361,0.000015443506,0.0000067467086,0.000017112417,0.18855953,0.0000046641885,0.000037251022,0.0017973575,0.00029323378,0.004804275],"study_design_scores_gemma":[0.00038929793,0.000019753224,0.91862035,0.000023214749,0.000003846887,0.0000021416981,0.0781528,0.0005185616,4.1453313e-7,0.0012009251,0.0009793091,0.00008937641],"about_ca_topic_score_codex":0.0017893323,"about_ca_topic_score_gemma":0.08872927,"teacher_disagreement_score":0.114259355,"about_ca_system_score_codex":0.000102486876,"about_ca_system_score_gemma":0.00012938464,"threshold_uncertainty_score":0.92789906},"labels":[],"label_agreement":null},{"id":"W3195342459","doi":"10.21203/rs.3.rs-762366/v1","title":"Community and Psychological Barriers to Tsunami Preparation","year":2021,"lang":"en","type":"preprint","venue":"Research Square","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":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Political science; Sociology; Public relations; Criminology; Business","score_opus":0.18050555610932673,"score_gpt":0.5238181318562362,"score_spread":0.34331257574690943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195342459","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":[0.8575085,0.00017510119,0.0001106964,0.003145449,0.00020452923,0.00092297536,0.0000071663612,0.000059400056,0.1378662],"genre_scores_gemma":[0.99272585,0.0004090628,0.00019986741,0.00012428516,0.00012861997,0.00013034478,0.000025760572,0.000007731538,0.006248497],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942326,0.0036632621,0.0001529666,0.000410839,0.0010673738,0.00047294464],"domain_scores_gemma":[0.9983146,0.00024314136,0.000032402524,0.00056307577,0.00031164987,0.00053512433],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00444842,0.00011180336,0.00016900076,0.00018210142,0.0016371881,0.00083629857,0.00072524435,0.00023731892,0.00054398604],"category_scores_gemma":[0.0024640046,0.00010371424,0.00005570605,0.00046733193,0.0006197275,0.0001284154,0.0020307521,0.001241673,0.000039757637],"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":[0.0003933084,0.0012173831,0.042255275,0.0018523583,0.00015369066,0.00014419566,0.7251591,0.00062369293,0.00037593505,0.048172772,0.11082533,0.06882697],"study_design_scores_gemma":[0.00046584167,0.001060236,0.1382525,0.0014274911,0.000026482874,0.0000011510554,0.66767895,0.00031318268,0.000050618262,0.020246051,0.1695821,0.0008954173],"about_ca_topic_score_codex":0.0029816777,"about_ca_topic_score_gemma":0.006956822,"teacher_disagreement_score":0.13521735,"about_ca_system_score_codex":0.00013068442,"about_ca_system_score_gemma":0.00024623246,"threshold_uncertainty_score":0.9996625},"labels":[],"label_agreement":null},{"id":"W3195551404","doi":"10.1504/ijem.2020.10040494","title":"Enhancing disaster mutual assistance decisions with machine learning: case of electricity utilities","year":2020,"lang":"en","type":"article","venue":"International Journal of Emergency Management","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":true,"ca_institutions":"Sheridan College; York University","funders":"","keywords":"Electricity; Decision tree; Computer science; Process (computing); Operations research; Decision support system; Random forest; Emergency management; Risk analysis (engineering); Machine learning; Artificial intelligence; Engineering; Business; Economics","score_opus":0.03597389210934883,"score_gpt":0.32750734384155444,"score_spread":0.29153345173220563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195551404","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":[0.839344,0.0006046522,0.05963199,0.00405005,0.0017850322,0.00028750752,0.0000096370395,0.000031355157,0.09425574],"genre_scores_gemma":[0.9939068,0.0009225248,0.0009357033,0.0000875201,0.00023887362,0.000002322723,0.0000014025312,0.000007955628,0.0038969216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980536,0.00011518878,0.0005531647,0.0001532508,0.0009394815,0.00018532923],"domain_scores_gemma":[0.99890846,0.00007035282,0.00045167073,0.00007458809,0.00037859127,0.000116349416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004679441,0.00010789136,0.00016853886,0.00016678106,0.00014173103,0.00004473788,0.0005866662,0.000022241675,0.00083934754],"category_scores_gemma":[0.00022255523,0.00008529313,0.000117879565,0.00033123777,0.00008850308,0.00036908628,0.00012359829,0.00015190132,0.000009831196],"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":[0.004958087,0.0024750836,0.17109306,0.0004459691,0.006841137,0.016743602,0.20850255,0.011083907,0.0018638213,0.34597334,0.028315317,0.20170411],"study_design_scores_gemma":[0.0051531247,0.0026850677,0.021608163,0.0010484087,0.00091444346,0.0001846922,0.26213685,0.0058701187,0.0013009077,0.0071302718,0.6904978,0.00147013],"about_ca_topic_score_codex":0.00012562453,"about_ca_topic_score_gemma":0.0008532225,"teacher_disagreement_score":0.6621825,"about_ca_system_score_codex":0.000058635243,"about_ca_system_score_gemma":0.000037338225,"threshold_uncertainty_score":0.91902673},"labels":[],"label_agreement":null},{"id":"W3195831787","doi":"10.1080/17565529.2021.1956411","title":"A climate resilience research renewal agenda: learning lessons from the COVID-19 pandemic for urban climate resilience","year":2021,"lang":"en","type":"article","venue":"Climate and Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Engineering and Physical Sciences Research Council","keywords":"Climate change; Vulnerability (computing); Resilience (materials science); Psychological resilience; Climate resilience; Corporate governance; Environmental planning; Environmental resource management; Urban resilience; Pandemic; Extreme weather; Political science; Coronavirus disease 2019 (COVID-19); Sociology; Geography; Business; Urban planning; Psychology; Economics; Ecology","score_opus":0.1979260224653614,"score_gpt":0.43684348614560975,"score_spread":0.23891746368024835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195831787","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":[0.9129234,0.0049656252,0.0015160905,0.018285781,0.0010272638,0.002041508,0.00014470835,0.0004860724,0.058609582],"genre_scores_gemma":[0.95716107,0.029489111,0.0038979028,0.002709613,0.00036795356,0.00036630387,0.0001497702,0.00004559556,0.0058126524],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99516696,0.00082284724,0.0005163901,0.0009605766,0.00095138245,0.0015818235],"domain_scores_gemma":[0.99708956,0.0017222073,0.00016942165,0.0004045284,0.00023856471,0.00037574087],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005855197,0.00024342646,0.00029999035,0.00010904508,0.006369143,0.00064069906,0.0007441955,0.00014546877,0.0001689072],"category_scores_gemma":[0.0016092763,0.00019223307,0.00007352074,0.00069205096,0.0009819546,0.00030769611,0.0010132102,0.00037142937,0.00009714038],"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":[0.00052977965,0.00028355187,0.66968626,0.0005515746,0.000104171064,0.00020091028,0.16823784,0.00025492697,0.0020922576,0.05840059,0.026975704,0.07268245],"study_design_scores_gemma":[0.0008549242,0.000066999855,0.034668207,0.00021373053,0.000032400614,0.0000063448642,0.09361295,0.00012804518,0.00025074513,0.001966721,0.86768436,0.0005145505],"about_ca_topic_score_codex":0.00038831867,"about_ca_topic_score_gemma":0.005719843,"teacher_disagreement_score":0.8407087,"about_ca_system_score_codex":0.00026590357,"about_ca_system_score_gemma":0.0010014211,"threshold_uncertainty_score":0.9949244},"labels":[],"label_agreement":null},{"id":"W3196656351","doi":"10.1111/1745-5871.12503","title":"Crisis management: Regional approaches to geopolitical crises and natural hazards","year":2021,"lang":"en","type":"article","venue":"Geographical Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Australian Research Council; University of the Sunshine Coast","keywords":"Geopolitics; Crisis management; Corporate governance; Natural hazard; Politics; Political science; Natural (archaeology); Regional science; Natural disaster; Geography; Environmental resource management; Economics; Management","score_opus":0.21755476971008209,"score_gpt":0.40837815962143215,"score_spread":0.19082338991135006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196656351","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":[0.5002899,0.0019684702,0.00020706387,0.12830572,0.0003019292,0.0007433201,0.0000062362833,0.00013261005,0.36804473],"genre_scores_gemma":[0.98600894,0.0006275259,0.0008250772,0.00082397927,0.00019778202,0.00005761402,0.000005529649,0.000009078957,0.011444454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99609494,0.0005222497,0.00015466077,0.000569776,0.0016894515,0.0009689016],"domain_scores_gemma":[0.9987276,0.0002919991,0.000010774998,0.00027813506,0.00019226917,0.00049920636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016519877,0.000105283325,0.00014058448,0.0003988232,0.0009559652,0.00047265837,0.00043804056,0.00008908583,0.00022455155],"category_scores_gemma":[0.00035256546,0.000094354415,0.000085321764,0.001874422,0.0012058704,0.00017148454,0.00069463486,0.0003804765,0.000075468306],"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":[0.000030165365,0.0001163692,0.0034325896,0.000051032373,0.00004178048,0.000084708954,0.001439054,8.169971e-7,0.0000048279003,0.95351726,0.020178357,0.021103065],"study_design_scores_gemma":[0.00043613618,0.00008942314,0.09965218,0.000074654956,0.000034686534,0.0000048703732,0.07821926,0.00010616319,0.00003208218,0.15652327,0.66442996,0.0003972953],"about_ca_topic_score_codex":0.00053266116,"about_ca_topic_score_gemma":0.000713385,"teacher_disagreement_score":0.796994,"about_ca_system_score_codex":0.000030135237,"about_ca_system_score_gemma":0.00008478293,"threshold_uncertainty_score":0.7352608},"labels":[],"label_agreement":null},{"id":"W3196911045","doi":"10.1080/17477891.2021.1976096","title":"Social learning-based disaster resilience: collective action in flash flood-prone Sunamganj communities in Bangladesh","year":2021,"lang":"en","type":"article","venue":"Environmental Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"International Development Research Centre","keywords":"Collective action; Social learning; Public relations; Community resilience; Informal learning; Focus group; Psychological resilience; Participant observation; Diversity (politics); Qualitative property; Stakeholder; General partnership; Sociology; Political science; Social psychology; Knowledge management; Psychology; Engineering; Computer science; Social science","score_opus":0.020127869322564527,"score_gpt":0.2907562215354848,"score_spread":0.27062835221292025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196911045","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":[0.9418321,0.000090820926,0.000033322394,0.0005713138,0.00015513395,0.0002509288,0.0000059662134,0.00003190002,0.057028513],"genre_scores_gemma":[0.9808811,0.00009503126,0.000046088026,0.00014539542,0.000084887244,0.000044253917,0.000047487058,0.000014651394,0.018641116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978571,0.00065854884,0.00022943364,0.00027433923,0.00054699037,0.000433578],"domain_scores_gemma":[0.99962485,0.000097312535,0.000069602334,0.00014147988,0.00000682214,0.000059963473],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048076987,0.00015067068,0.00019035378,0.0001385248,0.00057833456,0.00010569794,0.00025172075,0.00011908664,0.0011726039],"category_scores_gemma":[0.000031313142,0.00016941915,0.00006677059,0.00046128727,0.00069723406,0.0003491305,0.00015370743,0.0003559978,0.000099563054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038432737,0.002023149,0.597157,0.00007591261,0.000052657455,0.00020880238,0.3329763,0.010674788,0.0020352353,0.0014518211,0.0024368674,0.05052311],"study_design_scores_gemma":[0.002041464,0.00012903356,0.49691385,0.00009714627,0.000022830725,8.757757e-7,0.4484824,0.0024446899,0.0010723358,0.00080075784,0.047446772,0.00054786896],"about_ca_topic_score_codex":0.00056893163,"about_ca_topic_score_gemma":0.024460625,"teacher_disagreement_score":0.115506075,"about_ca_system_score_codex":0.0007795425,"about_ca_system_score_gemma":0.00015623614,"threshold_uncertainty_score":0.9997405},"labels":[],"label_agreement":null},{"id":"W3197281668","doi":"","title":"La estrategia de resiliencia ante las inundaciones de la ciudad de Toronto","year":2021,"lang":"es","type":"article","venue":"Routes/Roads: Roads","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Welfare economics; Economics","score_opus":0.00842178194268108,"score_gpt":0.3184700034743713,"score_spread":0.31004822153169026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197281668","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":[0.6142713,0.003561052,0.0004129432,0.0013886367,0.00050166366,0.0002654935,0.000016898452,0.00020795217,0.3793741],"genre_scores_gemma":[0.9586169,0.005390768,0.0011290031,0.0005697099,0.0007528115,0.000042507516,0.000015236465,0.00006022072,0.033422805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99372226,0.0023055768,0.0005858264,0.00092155917,0.00089847314,0.0015663031],"domain_scores_gemma":[0.99768144,0.00059754227,0.00027005558,0.00071707356,0.00017151896,0.0005623413],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0028389553,0.0005264903,0.00054888346,0.00010295131,0.0008582385,0.0016239624,0.0012139202,0.00065775524,0.000730755],"category_scores_gemma":[0.0005987388,0.00053808815,0.00032914255,0.0008118166,0.0010079179,0.001084652,0.00047920915,0.00053026027,0.00022480884],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036750798,0.002496858,0.3374718,0.00082013063,0.00062505505,0.0025884719,0.15154438,0.0010544218,0.01138007,0.34580582,0.03537133,0.11047412],"study_design_scores_gemma":[0.0022363148,0.0004184386,0.3745069,0.0011618657,0.00057524414,0.00014185774,0.11925821,0.001991189,0.0024134337,0.017056696,0.47812805,0.002111825],"about_ca_topic_score_codex":0.0078030713,"about_ca_topic_score_gemma":0.013688401,"teacher_disagreement_score":0.4427567,"about_ca_system_score_codex":0.0009777131,"about_ca_system_score_gemma":0.0020684095,"threshold_uncertainty_score":0.99970704},"labels":[],"label_agreement":null},{"id":"W3197763771","doi":"10.7202/1106534ar","title":"Drame sur l’Everest le 10 mai 1996 : la rencontre d’un aléa météorologique et d’unevulnérabilité organisationnelle","year":2023,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Art","score_opus":0.03098598899042374,"score_gpt":0.29005352701617176,"score_spread":0.259067538025748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197763771","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":[0.5225477,0.0024026807,0.000473989,0.112901494,0.00148864,0.00065209577,0.000062185354,0.00086767104,0.35860354],"genre_scores_gemma":[0.8885236,0.0072392877,0.0005993019,0.00044886064,0.00022885944,0.000067725385,0.000059529237,0.000037972724,0.1027949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946223,0.0027352248,0.0005398174,0.00073072256,0.000636046,0.00073592353],"domain_scores_gemma":[0.9968443,0.0020450652,0.0002738877,0.0003894603,0.00026099556,0.00018630203],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0032765535,0.00037385355,0.00041340265,0.00018426546,0.0008383781,0.00047901704,0.00064050587,0.00044510313,0.0016120168],"category_scores_gemma":[0.0013823106,0.00036774337,0.00017762034,0.0015184894,0.0016672583,0.0018089435,0.00019953518,0.00041767515,0.0011206382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017412055,0.0011187919,0.067219496,0.0006182578,0.00037796333,0.0002231183,0.068780966,0.031325698,0.00040614043,0.42292827,0.19094096,0.21588622],"study_design_scores_gemma":[0.0013394239,0.0004136468,0.35277343,0.0007250942,0.00016958397,0.00001520783,0.029938364,0.008323977,0.0004563653,0.1898403,0.41474414,0.001260498],"about_ca_topic_score_codex":0.008108362,"about_ca_topic_score_gemma":0.016991526,"teacher_disagreement_score":0.36597583,"about_ca_system_score_codex":0.00012962836,"about_ca_system_score_gemma":0.00030845872,"threshold_uncertainty_score":0.99987745},"labels":[],"label_agreement":null},{"id":"W3197765828","doi":"10.1016/j.ijdrr.2021.102546","title":"Spontaneous volunteer coordination during disasters and emergencies: Opportunities, challenges, and risks","year":2021,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Chronic Disease Prevention Alliance of Canada; York University; Professional Engineers Ontario","funders":"Social Sciences and Humanities Research Council of Canada; Ontario Research Foundation","keywords":"Liability; Business; Legislature; Emergency management; Public relations; Medical emergency; Medicine; Political science; Finance; Law","score_opus":0.05900494506869396,"score_gpt":0.31168752360403756,"score_spread":0.2526825785353436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197765828","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":[0.9843882,0.003545177,0.00021706274,0.004026124,0.0021754927,0.00007044707,0.0000060923408,0.000012754494,0.0055586817],"genre_scores_gemma":[0.9635467,0.031760752,0.00017234436,0.000020160447,0.00069747306,0.0000019788856,0.0000034563561,0.000008865355,0.0037882503],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9985321,0.00019556299,0.00034001446,0.0001793906,0.0005984379,0.00015450291],"domain_scores_gemma":[0.9990033,0.000038622235,0.00033949266,0.00007547884,0.0004209573,0.00012214093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004352962,0.000105259984,0.00013501394,0.00017253355,0.00019261266,0.00016865645,0.00017271026,0.00005428648,0.00008483086],"category_scores_gemma":[0.0001597081,0.00010027306,0.000060322753,0.000067866036,0.00022880883,0.0008327561,0.00008901687,0.00014623618,0.0000023796322],"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":[0.0004980935,0.0004345427,0.0060113478,0.00010628499,0.00081367214,0.0018578433,0.2562136,0.00020486648,0.003471424,0.015476758,0.0014769669,0.7134346],"study_design_scores_gemma":[0.0022649942,0.0002373947,0.06625786,0.00053736183,0.00031425263,0.0057792906,0.7988894,0.00021652125,0.00044101136,0.0070372457,0.11740731,0.0006173572],"about_ca_topic_score_codex":0.00012602411,"about_ca_topic_score_gemma":0.0003182048,"teacher_disagreement_score":0.71281725,"about_ca_system_score_codex":0.00010763309,"about_ca_system_score_gemma":0.00006684993,"threshold_uncertainty_score":0.40890163},"labels":[],"label_agreement":null},{"id":"W3197871469","doi":"","title":"Natural Disasters and Weak Government Institutions: Creating a Vicious Cycle that Ensnares Developing Countries","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":"University of Toronto","funders":"","keywords":"Natural disaster; Government (linguistics); Virtuous circle and vicious circle; Developing country; Natural (archaeology); Business; Political science; Economic growth; Development economics; Public relations; Economics; Geography","score_opus":0.012082178332738933,"score_gpt":0.2754735608896628,"score_spread":0.26339138255692385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197871469","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":[0.9345118,0.009607896,0.0034081095,0.008375675,0.0005884929,0.00015070538,0.0000022569238,0.000044072873,0.043311007],"genre_scores_gemma":[0.9802868,0.013455289,0.00018217957,0.00029616288,0.00015844895,0.000003584219,0.000001309568,0.000006407533,0.00560987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99781513,0.00011161464,0.00015536591,0.00017991586,0.00057210977,0.0011658381],"domain_scores_gemma":[0.9996447,0.00006863395,0.000100011486,0.00007138346,0.000051404044,0.00006384451],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00075369567,0.00010590637,0.00011713147,0.000029858043,0.001368022,0.00037260528,0.00017964673,0.000036952497,0.00002184801],"category_scores_gemma":[0.00012776903,0.00009250275,0.0000443842,0.00016052257,0.00024615455,0.0004975886,0.000095490315,0.00043014123,0.0000061382234],"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":[0.000017311653,0.000020858091,0.0095187845,0.000012950049,0.000094769835,0.000017282118,0.009309206,0.000024647881,0.000046040062,0.9684339,0.00006516128,0.012439087],"study_design_scores_gemma":[0.0011108739,0.00010060116,0.008681784,0.0003407036,0.00010721377,0.00025921472,0.6781069,0.00011482248,0.00020627421,0.090723105,0.21961826,0.00063024927],"about_ca_topic_score_codex":0.00014555981,"about_ca_topic_score_gemma":0.014046906,"teacher_disagreement_score":0.8777108,"about_ca_system_score_codex":0.0010413858,"about_ca_system_score_gemma":0.0017840599,"threshold_uncertainty_score":0.99993205},"labels":[],"label_agreement":null},{"id":"W3198102262","doi":"10.22329/jtl.v15i2.6663","title":"Children, Schooling, and COVID-19","year":2021,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"McGill University","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Natural disaster; Educational research; 2019-20 coronavirus outbreak; Order (exchange); Pedagogy; Political science; Public relations; Sociology; Psychology; Medicine; Geography; Business","score_opus":0.01566391173336447,"score_gpt":0.32856987578478036,"score_spread":0.3129059640514159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198102262","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":[0.97472715,0.002529999,0.0014919074,0.003768229,0.000112742826,0.000018917992,7.1275615e-8,0.00001367172,0.017337307],"genre_scores_gemma":[0.99242973,0.0005860278,0.0010060051,0.0003748713,0.00034971707,8.574688e-8,2.0009317e-7,0.0000029893863,0.0052503655],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989354,0.0005672929,0.00012204846,0.000075895296,0.00018812792,0.00011125024],"domain_scores_gemma":[0.99950725,0.00013894569,0.00012845868,0.000027941998,0.00002721665,0.00017019412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002236809,0.000041235882,0.0000909153,0.00005774444,0.0010756818,0.0002089796,0.0000683415,0.000026416514,0.00002980215],"category_scores_gemma":[0.0026582235,0.000034537756,0.000028855664,0.000053110038,0.00007779634,0.00020728023,0.0000437144,0.00061971904,0.0000010786447],"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":[0.000020929478,0.00005531828,0.7030352,0.000041229858,0.00008620422,0.00012649671,0.088936985,0.0009375135,0.00025737917,0.0095153265,0.0058328947,0.19115454],"study_design_scores_gemma":[0.0007280154,0.00010241208,0.08941648,0.0001462794,0.00006563509,0.0001718781,0.0919296,0.00014627984,0.000005964814,0.0013355343,0.8157677,0.00018420802],"about_ca_topic_score_codex":0.00025814894,"about_ca_topic_score_gemma":0.00003765492,"teacher_disagreement_score":0.8099348,"about_ca_system_score_codex":0.000018053386,"about_ca_system_score_gemma":0.00009537914,"threshold_uncertainty_score":0.82733834},"labels":[],"label_agreement":null},{"id":"W3198509904","doi":"","title":"Effects of the Canterbury earthquakes of 2010 and 2011 on Merivale, Knox Church, Avonside, Stanmore Road, and CBD in winter, 8 and 9 July 2011","year":2011,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Club; The arts; Visual arts; Archaeology; History; Art; Medicine","score_opus":0.016074328696252457,"score_gpt":0.23760726002901983,"score_spread":0.22153293133276736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198509904","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":[0.9321416,0.00063273025,0.000004797238,0.00018169642,0.000165336,0.00032242626,0.0000024939434,0.000008528771,0.066540405],"genre_scores_gemma":[0.9869269,0.00061972137,0.00007421333,0.00007481552,0.000013016758,0.000004403442,1.1967244e-7,0.0000049689406,0.012281827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911183,0.00013437834,0.00017397366,0.00019688641,0.00019994883,0.00018298371],"domain_scores_gemma":[0.99957216,0.000099385696,0.00008946603,0.00014028812,0.000025389607,0.00007331862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030780537,0.00010177996,0.00018114028,0.00008227088,0.0000832883,0.000017532686,0.00016907507,0.000051923937,0.00017913255],"category_scores_gemma":[0.00005894147,0.00006503808,0.000026197282,0.00007963331,0.00083954,0.00016255293,0.00013292226,0.00007890801,0.000004328108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005362759,0.0008521544,0.65236115,0.0011429302,0.00017281724,0.00004313579,0.15796646,0.000001255277,0.00901344,0.022962522,0.033584777,0.12136309],"study_design_scores_gemma":[0.00048672294,0.00018361925,0.98979366,0.00015238371,0.000024550003,6.083907e-7,0.0042387135,0.000007598059,0.0028087543,0.0008439917,0.0013393285,0.0001200803],"about_ca_topic_score_codex":0.008005691,"about_ca_topic_score_gemma":0.010235014,"teacher_disagreement_score":0.3374325,"about_ca_system_score_codex":0.0000055659257,"about_ca_system_score_gemma":0.00002768761,"threshold_uncertainty_score":0.99860007},"labels":[],"label_agreement":null},{"id":"W3198716659","doi":"10.1080/14754835.2021.1935221","title":"“When the ground opened”: Responsibility for harms and rights violations in disasters – Insights from Sierra Leone","year":2021,"lang":"en","type":"article","venue":"Journal of Human Rights","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"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; York University","funders":"","keywords":"Sierra leone; Accountability; Obligation; Collective responsibility; Responsibility to protect; Human rights; Natural disaster; Political science; State (computer science); Moral responsibility; Environmental ethics; State responsibility; Law; Sociology; Criminology; Socioeconomics; Geography","score_opus":0.030964664406179652,"score_gpt":0.32168830019184375,"score_spread":0.29072363578566407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198716659","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":[0.98920363,0.00036751648,0.00016850437,0.0017254408,0.000377477,0.00026603127,0.000004281019,0.000006307269,0.007880817],"genre_scores_gemma":[0.99533606,0.0000130749795,0.00032577157,0.000088829016,0.00028933378,0.000004727106,0.0000035709554,0.0000046551604,0.0039339685],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983591,0.00041297651,0.0004415481,0.00020695425,0.00038021884,0.00019923605],"domain_scores_gemma":[0.9988453,0.0004538376,0.00024360145,0.00020041913,0.00015192547,0.00010495061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066072657,0.00010669366,0.0002270668,0.00010837405,0.0011972666,0.0003088153,0.00037632295,0.00006017853,0.00012707683],"category_scores_gemma":[0.000065577704,0.000061753606,0.00009648909,0.00016812181,0.00037461973,0.0007633972,0.000069378715,0.0001674438,0.0000034031502],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062852603,0.0010408822,0.007967576,0.000046765086,0.00035069778,0.00035927384,0.29543853,0.000060025217,0.0049641877,0.67814314,0.009059545,0.0019408306],"study_design_scores_gemma":[0.0012593818,0.000108478605,0.07459475,0.00012561862,0.00007536756,0.0000029534003,0.0076875854,0.000041813742,0.00030797863,0.8401841,0.07543299,0.00017900339],"about_ca_topic_score_codex":0.0010332348,"about_ca_topic_score_gemma":0.07766612,"teacher_disagreement_score":0.28775093,"about_ca_system_score_codex":0.00007726751,"about_ca_system_score_gemma":0.000082447186,"threshold_uncertainty_score":0.93916404},"labels":[],"label_agreement":null},{"id":"W3200805924","doi":"10.1177/17579759211038258","title":"A connected community response to COVID-19 in Toronto","year":2021,"lang":"en","type":"article","venue":"Global Health Promotion","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Social Innovation; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Mitacs; University of Toronto","keywords":"Grassroots; Community resilience; Government (linguistics); Public health; Pandemic; Political science; Community organization; Public relations; Psychological resilience; Community organizing; Health promotion; Sociology; Coronavirus disease 2019 (COVID-19); Economic growth; Medicine; Nursing; Resource (disambiguation); Politics; Psychology; Disease","score_opus":0.07092106239464328,"score_gpt":0.4728759509996434,"score_spread":0.4019548886050001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200805924","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":[0.9023419,0.00015016038,0.0010442886,0.05457041,0.00038645763,0.0007303801,0.000017092154,0.00011978161,0.040639505],"genre_scores_gemma":[0.9941105,0.000047253558,0.00022736634,0.0044019497,0.000035733607,0.000023172986,0.000012654675,0.0000023054329,0.001139044],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99520373,0.0038220617,0.00019166115,0.00016335654,0.00027020037,0.00034901348],"domain_scores_gemma":[0.99922264,0.00009399584,0.000052420663,0.00019570815,0.00006223945,0.0003729788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030640427,0.00006147794,0.00011345066,0.000021069887,0.0006479111,0.000053048363,0.00019416676,0.000050971496,0.0003005247],"category_scores_gemma":[0.0014393129,0.00006659853,0.000020870508,0.00058068027,0.000062272746,0.00018316595,0.00009985897,0.000084471336,0.000050181414],"study_design_candidate":"observational","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":[0.0022156616,0.004978459,0.0719714,0.0008781884,0.000031153213,0.0001751033,0.3429279,0.000182578,0.00027027796,0.28392634,0.061078858,0.23136409],"study_design_scores_gemma":[0.0015263978,0.0009442636,0.536817,0.00020969001,0.000005533234,0.0000040060004,0.17923361,0.0000580505,0.00000813507,0.011895383,0.2689719,0.00032604468],"about_ca_topic_score_codex":0.11355857,"about_ca_topic_score_gemma":0.66439235,"teacher_disagreement_score":0.55083376,"about_ca_system_score_codex":0.0040587247,"about_ca_system_score_gemma":0.001434501,"threshold_uncertainty_score":0.9997645},"labels":[],"label_agreement":null},{"id":"W3201502949","doi":"10.52609/jmlph.v1i3.28","title":"Scenario Planning in Disaster Management: A Call to Change the Current Practice","year":2021,"lang":"en","type":"article","venue":"The Journal of Medicine Law & Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Doctrine; Plan (archaeology); Emergency management; Disaster planning; Ideal (ethics); Military doctrine; Scenario planning; Process management; Risk analysis (engineering); Current (fluid); State (computer science); Coronavirus disease 2019 (COVID-19); Political science; Management science; Business; Computer science; Engineering; History; Medicine; Law; Poison control; Medical emergency; Suicide prevention; Marketing","score_opus":0.12513919015343275,"score_gpt":0.4282381149287933,"score_spread":0.3030989247753606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201502949","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005529753,0.0073802993,0.000600497,0.8964511,0.0011579697,0.0004403181,4.3714843e-7,0.000009251725,0.08843034],"genre_scores_gemma":[0.90201205,0.0061319657,0.00016805764,0.08786713,0.0020797187,0.000012390979,0.0000012894359,0.0000127780195,0.0017146074],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.996329,0.001502476,0.00049725064,0.00011683774,0.0010514086,0.00050301076],"domain_scores_gemma":[0.9985071,0.00041970637,0.0003663259,0.0002307951,0.00017494321,0.0003011466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011563791,0.00009488982,0.00022359344,0.000106763815,0.00046207267,0.00009464678,0.00069066754,0.000019220619,0.000062215455],"category_scores_gemma":[0.0005668022,0.000047165813,0.000034362733,0.00084185356,0.0003173322,0.00051606464,0.00016554934,0.0004466571,0.000011957721],"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":[0.00005913484,0.000227583,0.00076321414,0.000102133,0.000052130872,0.00012128099,0.41145426,0.000022683664,7.4073023e-7,0.12851302,0.06732269,0.39136112],"study_design_scores_gemma":[0.00042557728,0.0001103892,0.0034687943,0.00044891651,0.000022281263,0.000016124284,0.0901527,0.000010198331,7.010317e-8,0.00045367138,0.9048432,0.000048072467],"about_ca_topic_score_codex":0.0015641194,"about_ca_topic_score_gemma":0.0049053323,"teacher_disagreement_score":0.8964823,"about_ca_system_score_codex":0.00017737405,"about_ca_system_score_gemma":0.00029639984,"threshold_uncertainty_score":0.40078023},"labels":[],"label_agreement":null},{"id":"W3202765014","doi":"10.3968/12235","title":"Scenario Evolution Analysis of Unconventional Emergencies Based on Social Network Analysis","year":2021,"lang":"en","type":"article","venue":"Canadian social science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Emergency management; Case analysis; GRASP; Threatened species; Computer science; China; Focus (optics); Factory (object-oriented programming); Risk analysis (engineering); Business; Computer security; Political science; Law","score_opus":0.020457863045629205,"score_gpt":0.29042001199898465,"score_spread":0.26996214895335546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202765014","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":[0.23526578,0.00013916814,0.002677566,0.0045400965,0.001194126,0.00027014696,0.00011773693,0.00006154226,0.75573385],"genre_scores_gemma":[0.9971233,0.0000060182115,0.000082191356,0.00037692688,0.00026666594,0.00000555442,0.000031704774,0.0000035916373,0.0021040186],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997204,0.00020405905,0.0002534729,0.00042524512,0.0012111338,0.0007020607],"domain_scores_gemma":[0.9988749,0.0000496582,0.00014854634,0.0001580017,0.0004582691,0.00031062934],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013727231,0.000107173546,0.00028701065,0.0010123819,0.0028342742,0.00015561596,0.0005642678,0.000088287095,0.0012476],"category_scores_gemma":[0.00018606204,0.000119348064,0.0004304567,0.018912608,0.0016430513,0.0002457643,0.000044198474,0.000090483976,0.000013390966],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012209913,0.0001144812,0.44948402,0.000010731136,0.0010582285,0.00002505602,0.009591395,0.009218704,0.000103233084,0.5196857,0.005682787,0.005013456],"study_design_scores_gemma":[0.00015511342,0.000016677599,0.9357168,0.0000091657275,0.002320351,2.2838119e-8,0.020291619,0.009351436,0.000013908443,0.0014100103,0.030345906,0.00036899315],"about_ca_topic_score_codex":0.042929273,"about_ca_topic_score_gemma":0.616544,"teacher_disagreement_score":0.76185757,"about_ca_system_score_codex":0.00086991116,"about_ca_system_score_gemma":0.0027752852,"threshold_uncertainty_score":0.9996654},"labels":[],"label_agreement":null},{"id":"W3203411625","doi":"10.1108/dpm-02-2021-0060","title":"Reconceptualizing disaster phases through a<i>Metis-</i>based approach","year":2021,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metis; Preparedness; Originality; Emergency management; Disaster risk reduction; Government (linguistics); Public relations; Disaster recovery; Geography; Political science; Environmental resource management; Environmental planning; Sociology; Qualitative research; Social science; Computer science; Environmental science","score_opus":0.05259713554606504,"score_gpt":0.37568653903971766,"score_spread":0.3230894034936526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203411625","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":[0.15008557,0.0003292987,0.21520445,0.0028893582,0.0033396347,0.00054712384,0.000010072575,0.00012274097,0.62747175],"genre_scores_gemma":[0.8969473,0.0021417849,0.02030308,0.0029150904,0.0012165298,0.00004981709,0.0001823113,0.000031816653,0.07621222],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99792457,0.0003391834,0.00033943675,0.00035817194,0.0007488671,0.00028978905],"domain_scores_gemma":[0.9993236,0.000024299363,0.00017444012,0.00016527771,0.00017070133,0.00014168648],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005081111,0.00015328043,0.00013952186,0.00013439542,0.00045189165,0.001096063,0.0004645621,0.000048205577,0.0012595673],"category_scores_gemma":[0.00002733402,0.0001471988,0.00013466249,0.00016892792,0.00020658365,0.0018762219,0.00016548844,0.00012474626,0.000017022567],"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":[0.00021474059,0.0028951322,0.0143520115,0.00014531547,0.0010642548,0.0004421955,0.063188866,0.00028938707,0.0001542595,0.50101894,0.015401305,0.40083358],"study_design_scores_gemma":[0.003182964,0.00010172812,0.0045724288,0.00031343024,0.00018383628,0.000046018144,0.13685268,0.0005878684,0.000070925045,0.013650603,0.8398486,0.00058892183],"about_ca_topic_score_codex":0.000016137907,"about_ca_topic_score_gemma":0.00008708388,"teacher_disagreement_score":0.8244473,"about_ca_system_score_codex":0.00006433953,"about_ca_system_score_gemma":0.000046426172,"threshold_uncertainty_score":0.9999409},"labels":[],"label_agreement":null},{"id":"W3203510513","doi":"10.1177/15356841211046265","title":"Development, Responsibility, and the Creation of Urban Hazard Risk","year":2021,"lang":"en","type":"article","venue":"City and Community","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Flood myth; Work (physics); Redevelopment; Hazard; Sociology; Urban planning; Government (linguistics); Public relations; Risk perception; Environmental planning; Political science; Perception; Civil engineering; Law; Engineering; Geography; Psychology","score_opus":0.037095956491432956,"score_gpt":0.3040609992276451,"score_spread":0.2669650427362122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203510513","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":[0.9227001,0.00015857788,0.0000574518,0.00033292148,0.000022485026,0.00006509575,0.0000010929423,0.0000081300905,0.076654114],"genre_scores_gemma":[0.9976178,0.00029422218,0.00018110001,0.000044456687,0.000007738811,0.0000020676387,0.0000014234769,8.519635e-7,0.0018503487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801207,0.0016860537,0.000084256724,0.000051077408,0.00010238978,0.00006418316],"domain_scores_gemma":[0.9992481,0.00046483378,0.000046130797,0.0001685304,0.0000470806,0.000025335687],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023646664,0.00003168764,0.00007119246,0.000012275168,0.0013996311,0.000055114335,0.0001298569,0.000023847613,0.000025846226],"category_scores_gemma":[0.0006053887,0.000023075738,0.000013584533,0.00011499533,0.00085727003,0.00008046615,0.00021774086,0.00015223358,6.609162e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001530727,0.0001990037,0.52078754,0.000047574154,0.000039137874,7.0068194e-7,0.3077027,5.504823e-7,0.00004342942,0.09361991,0.00028858823,0.07711782],"study_design_scores_gemma":[0.00048437662,0.0000121310795,0.87523293,0.000023325094,0.000023282348,2.455593e-7,0.0766706,0.00002473347,0.00019209964,0.019891161,0.02738027,0.00006483429],"about_ca_topic_score_codex":0.0014792301,"about_ca_topic_score_gemma":0.015734231,"teacher_disagreement_score":0.35444543,"about_ca_system_score_codex":0.00000712511,"about_ca_system_score_gemma":0.000054899356,"threshold_uncertainty_score":0.9999004},"labels":[],"label_agreement":null},{"id":"W3203855213","doi":"10.3390/ijerph181910175","title":"A Connected Community Approach: Citizens and Formal Institutions Working Together to Build Community-Centred Resilience","year":2021,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Social Innovation; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; Mitacs; University of Toronto","keywords":"Civil society; Community resilience; Mainstream; Sociology; Public relations; Corporate governance; Citizen journalism; Government (linguistics); Resilience (materials science); Community organization; Political science; Politics; Public administration; Business; Law; Computer science","score_opus":0.35442848695894025,"score_gpt":0.4717300221168603,"score_spread":0.11730153515792008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203855213","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008392755,0.9684956,0.00044484346,0.0042574797,0.00037515094,0.00081870594,0.00009094409,0.0000130467215,0.017111477],"genre_scores_gemma":[0.072001286,0.9264324,0.00041482545,0.0003087674,0.000205214,0.000014670776,0.000050979095,0.000012232795,0.0005596837],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99224925,0.004848956,0.0006232722,0.00017562287,0.0014529078,0.0006500154],"domain_scores_gemma":[0.99756235,0.0009589903,0.0003349752,0.00022339693,0.00012735295,0.00079291576],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0066948463,0.0001725107,0.00055371295,0.0006162378,0.0020598574,0.00062247645,0.0012733482,0.00011891994,0.00009733074],"category_scores_gemma":[0.0009956984,0.00014701464,0.000111397814,0.00042978636,0.0011635832,0.0004902874,0.0011343946,0.0019945488,0.000005818775],"study_design_candidate":"design_other","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":[0.0000150336455,0.0007909935,0.00028820068,0.00032382776,0.00015883207,0.000021108819,0.014219215,0.0000013497702,6.942805e-7,0.010411315,0.0007279461,0.9730415],"study_design_scores_gemma":[0.00023654306,0.00020006359,0.000345604,0.0020447834,0.000011169791,0.000055550794,0.05071516,0.000002156464,4.7160498e-8,0.000182003,0.94608724,0.00011968452],"about_ca_topic_score_codex":0.0010969011,"about_ca_topic_score_gemma":0.0008236849,"teacher_disagreement_score":0.9729218,"about_ca_system_score_codex":0.00073997665,"about_ca_system_score_gemma":0.0013192606,"threshold_uncertainty_score":0.9992393},"labels":[],"label_agreement":null},{"id":"W3204101478","doi":"10.7591/cornell/9781501754371.003.0012","title":"Under Water, Actual Water","year":2021,"lang":"en","type":"book-chapter","venue":"Cornell University Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Doors; Quarter (Canadian coin); Damages; Front (military); Yard; Archaeology; Geography; Zoning; Occupancy; History; Engineering; Civil engineering; Political science; Law; Meteorology","score_opus":0.05264438043345859,"score_gpt":0.2191940049882409,"score_spread":0.1665496245547823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204101478","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00076074473,0.00004252878,0.00019406484,0.000050155202,0.0005320191,0.00025879272,0.000010837087,0.00011766194,0.99803317],"genre_scores_gemma":[0.026124688,0.00016639155,0.000010121845,0.00012360848,0.00021097044,3.145572e-7,0.00004391737,0.000024658133,0.97329533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846566,0.000074885844,0.00012723477,0.0005175563,0.0003395936,0.00047504285],"domain_scores_gemma":[0.99924546,0.00003133394,0.00005415042,0.00038816629,0.00011008318,0.00017079794],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015778739,0.00025578187,0.0002631599,0.00008971662,0.0005058372,0.00015130396,0.00072401436,0.00033747344,0.0013577385],"category_scores_gemma":[0.0000026123723,0.00020621288,0.00019033562,0.000005235892,0.00064322544,0.00013934913,0.00069689273,0.00027099208,0.00020892509],"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":[0.00003717806,0.000018040762,0.0000018863062,0.000044095297,0.00013788481,0.0003450463,0.0070095556,0.000026543197,0.00009097334,0.9846518,0.0060242433,0.0016127392],"study_design_scores_gemma":[0.00023173759,0.000016334729,0.0000021370593,0.000056611527,0.0001382921,6.328001e-7,0.0018835346,0.0000041811977,0.00041560127,0.0037512458,0.9931379,0.00036180246],"about_ca_topic_score_codex":0.00039419744,"about_ca_topic_score_gemma":0.00028615035,"teacher_disagreement_score":0.98711365,"about_ca_system_score_codex":0.00014202492,"about_ca_system_score_gemma":0.00006635554,"threshold_uncertainty_score":0.9995552},"labels":[],"label_agreement":null},{"id":"W3204415161","doi":"10.33423/jabe.v22i12.3882","title":"Analysis of Risk Management Practices of the Oil and Gas Industry in Southeast Texas During Hurricane Harvey","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Natural disaster; Risk management; Natural gas; Citizen journalism; Petroleum industry; Risk analysis (engineering); Emergency management; Business; Identification (biology); Natural gas industry; Engineering; Environmental planning; Forensic engineering; Environmental resource management; Environmental science; Geography; Computer science; Waste management; Economics; Environmental engineering; Finance; Economic growth","score_opus":0.017139956036529683,"score_gpt":0.24293639646053208,"score_spread":0.2257964404240024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204415161","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":[0.9848506,0.000056527202,0.0000047748076,0.0011102975,0.000036102127,0.000029944198,0.000003833202,0.0000010280678,0.013906899],"genre_scores_gemma":[0.9970686,0.0027193883,0.00008041486,0.000030047917,0.000045755187,4.5171237e-7,1.7832312e-7,0.0000027477295,0.000052411575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99938595,0.00002457872,0.00031938203,0.00009236439,0.00008979174,0.000087950575],"domain_scores_gemma":[0.9987112,0.000039222014,0.0011069562,0.0000623109,0.00003457525,0.00004572759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003697242,0.00005632995,0.00023708095,0.0001304788,0.00006986842,0.000052828484,0.00018105753,0.000054792883,0.000017195434],"category_scores_gemma":[0.00003896469,0.0000413658,0.000037951762,0.0005170766,0.00015839665,0.00017530173,0.00010630278,0.00015154664,2.2299928e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045746958,0.00017745439,0.88260245,0.0003658243,0.0010071078,0.0000061883093,0.01630738,0.02686273,0.000086650376,0.014560583,0.000030753115,0.057535395],"study_design_scores_gemma":[0.000508981,0.00000792246,0.9572188,0.000038708687,0.0005238897,3.841022e-7,0.03968859,0.0004467766,0.000018443752,0.00034038333,0.0011282443,0.00007882278],"about_ca_topic_score_codex":0.00024036334,"about_ca_topic_score_gemma":0.0005742673,"teacher_disagreement_score":0.07461639,"about_ca_system_score_codex":0.000013015156,"about_ca_system_score_gemma":0.00002564734,"threshold_uncertainty_score":0.16868484},"labels":[],"label_agreement":null},{"id":"W3204731312","doi":"10.1111/cag.12721","title":"Hope Matters: Why Changing the Way We Think Is Critical to Solving the Environmental Crisis by ErinKelsey, Greystone Books, Vancouver, 2020, 240 pp., paperback, $22.95 (ISBN 978‐1771647779)","year":2021,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Citation; Section (typography); Negotiation; Geographer; History; Media studies; Art history; Sociology; Cartography; Geography; Political science; Law; Social science; Advertising","score_opus":0.006323696785337353,"score_gpt":0.2064834902382077,"score_spread":0.20015979345287035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204731312","genre_codex":"commentary","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":[0.32506743,0.084708,0.000063872496,0.5558356,0.009092639,0.0028523395,0.0014048854,0.0004421231,0.02053309],"genre_scores_gemma":[0.86572975,0.046188407,0.00018745806,0.074919425,0.0009238193,0.00028911917,0.00006137341,0.00014450787,0.0115561215],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99436015,0.00042146083,0.00053125195,0.0010777279,0.00092202425,0.0026873979],"domain_scores_gemma":[0.9966953,0.00042000535,0.00013231428,0.0010777035,0.00012211454,0.0015525749],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00079938985,0.0006200357,0.00047686932,0.0006779983,0.0051557496,0.0009826224,0.0018103652,0.00021848259,0.001262264],"category_scores_gemma":[0.00014247933,0.0004918837,0.00051488803,0.0048714774,0.0043479926,0.000692407,0.00032958874,0.00048053588,0.000060178787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009736356,0.000041244726,0.0023576736,0.00004391612,0.00018498562,0.00017818992,0.030320609,0.000006321369,0.00009942628,0.0047520846,0.9574119,0.0045939297],"study_design_scores_gemma":[0.00014240973,0.00004429778,0.0012261944,0.00007991055,0.00011163408,0.000010200317,0.334038,0.000009858573,0.000027897506,0.0007103584,0.66305333,0.0005459113],"about_ca_topic_score_codex":0.41724843,"about_ca_topic_score_gemma":0.9823053,"teacher_disagreement_score":0.56505686,"about_ca_system_score_codex":0.00024038952,"about_ca_system_score_gemma":0.00022979765,"threshold_uncertainty_score":0.9997533},"labels":[],"label_agreement":null},{"id":"W3204982715","doi":"","title":"The Management Of The Pandemic Covid-19 Crisis By Quebec School Principals: Practices, Issues And Learnings","year":2021,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crisis management; Pandemic; Context (archaeology); Coronavirus disease 2019 (COVID-19); Public relations; Political science; Sociology; Pedagogy; Medicine; Geography","score_opus":0.034042116206505636,"score_gpt":0.37476971871561277,"score_spread":0.3407276025091071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204982715","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2545553,0.009419633,0.0003959721,0.25182152,0.0005097777,0.0010410013,0.0000031369839,0.0001606689,0.48209298],"genre_scores_gemma":[0.37506977,0.011093252,0.00021461103,0.0027423108,0.000044983033,0.000021122785,9.540342e-7,0.00000632121,0.6108067],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986523,0.00033097892,0.00015634659,0.00021111607,0.00044751223,0.00020178726],"domain_scores_gemma":[0.9991958,0.00018328297,0.00022552797,0.00024599966,0.000046403162,0.00010297051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011197068,0.000069983056,0.00008106045,0.000012394753,0.00083476875,0.0002808862,0.00042206317,0.000034575227,0.00036922953],"category_scores_gemma":[0.0005509662,0.000038260692,0.00003780681,0.00028039984,0.00035065407,0.00023105592,0.00034792713,0.00009536125,0.000016509848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033273107,0.00013993865,0.12755927,0.00027249096,0.0003138886,0.000013215076,0.02306356,0.000026745975,0.00018497446,0.24416643,0.5752145,0.02901167],"study_design_scores_gemma":[0.00010478676,0.0000047434514,0.0044964524,0.000011750552,0.00003719635,2.636217e-7,0.11202215,0.0000067963015,0.000029623714,0.0007302378,0.8824987,0.000057303758],"about_ca_topic_score_codex":0.023227023,"about_ca_topic_score_gemma":0.044751074,"teacher_disagreement_score":0.30728418,"about_ca_system_score_codex":0.000055345376,"about_ca_system_score_gemma":0.00014156185,"threshold_uncertainty_score":0.9832774},"labels":[],"label_agreement":null},{"id":"W3205694144","doi":"10.1080/23789689.2021.1984634","title":"Air transportation as a central component of remote community resilience in northern Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Sustainable and Resilient Infrastructure","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Dunlap Institute for Astronomy and Astrophysics, University of Toronto","keywords":"Interdependence; Resilience (materials science); Community resilience; Context (archaeology); Extreme weather; Environmental resource management; Transport engineering; Business; Climate change; Environmental planning; Geography; Environmental science; Computer science; Engineering; Political science","score_opus":0.004482477401543018,"score_gpt":0.22523597063525727,"score_spread":0.22075349323371427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205694144","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":[0.98205984,0.00018980553,0.00003613311,0.0005883335,0.00013531218,0.0002795413,0.0000050531507,0.000012357916,0.016693607],"genre_scores_gemma":[0.99089766,0.0000744481,0.0001136034,0.00015648402,0.000019934798,0.000002206267,0.000028672612,0.000006590095,0.008700417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981366,0.00027640286,0.0003060828,0.00023329831,0.00049430836,0.00055331585],"domain_scores_gemma":[0.99920976,0.000061580504,0.00011503946,0.0002474725,0.00021670436,0.00014945086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002817183,0.00014227131,0.00022164658,0.00007936084,0.0005185547,0.000036802587,0.00027308796,0.00009125269,0.000117259966],"category_scores_gemma":[0.000098381795,0.00013422682,0.0000400675,0.00049310806,0.00029686198,0.00020464476,0.00006386001,0.0003552153,3.4816105e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018802303,0.00015180786,0.8347807,0.0005245905,0.00003749047,0.0006642167,0.12415112,0.010963211,0.00022766541,0.018715411,0.001888898,0.00770688],"study_design_scores_gemma":[0.00035552646,0.000034889083,0.74263304,0.000067583554,0.000013840584,0.0000017091753,0.2178239,0.000015800388,0.00021367373,0.0049640727,0.033726506,0.00014946477],"about_ca_topic_score_codex":0.9782402,"about_ca_topic_score_gemma":0.9993721,"teacher_disagreement_score":0.093672775,"about_ca_system_score_codex":0.00058167096,"about_ca_system_score_gemma":0.002791601,"threshold_uncertainty_score":0.54736114},"labels":[],"label_agreement":null},{"id":"W3206534785","doi":"10.1017/dmp.2021.276","title":"Rural Older Adults in Disasters: A Study of Recovery From Hurricane Michael","year":2021,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adler","funders":"Federal Emergency Management Agency; Florida Department of Health","keywords":"Emergency management; Psychological intervention; Preparedness; Suicide prevention; Natural disaster; Poison control; Human factors and ergonomics; Logistic regression; Gerontology; Descriptive statistics; Disaster preparedness; Psychology; Geography; Socioeconomics; Medicine; Environmental health; Political science; Nursing; Sociology","score_opus":0.037251341513994764,"score_gpt":0.3468224266588053,"score_spread":0.3095710851448105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206534785","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":[0.98405856,0.001213135,0.00004591139,0.007013983,0.0006504178,0.0007117937,0.000013085628,0.000030173305,0.006262912],"genre_scores_gemma":[0.99722093,0.00036363088,0.00002237878,0.0013826635,0.00021133611,0.000051916755,0.000046034693,0.000011484769,0.0006896134],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968803,0.00082830555,0.0006633486,0.00045802316,0.00060584117,0.0005642153],"domain_scores_gemma":[0.99865854,0.000250758,0.00023170216,0.00036202563,0.0001290432,0.0003679286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009682734,0.0001716769,0.0005157287,0.00018560312,0.00017883418,0.00005938737,0.00028923442,0.00006707461,0.00032039112],"category_scores_gemma":[0.0003440804,0.00014286076,0.00003529675,0.0007638308,0.00036123124,0.00046851125,0.0001854742,0.00013402499,0.0000035052976],"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":[0.000054940498,0.0008742026,0.03493635,0.0001283298,0.000034701483,0.000018469147,0.92274195,8.7910286e-7,0.0000028866812,0.00021396593,0.0017364515,0.03925687],"study_design_scores_gemma":[0.0022158213,0.00024630845,0.029369665,0.0005939679,0.000013543476,8.0190165e-7,0.9627901,0.000021147636,1.7258495e-7,0.00014155761,0.004469538,0.00013742066],"about_ca_topic_score_codex":0.029864656,"about_ca_topic_score_gemma":0.067590244,"teacher_disagreement_score":0.040048104,"about_ca_system_score_codex":0.00008167438,"about_ca_system_score_gemma":0.00041682756,"threshold_uncertainty_score":0.9765956},"labels":[],"label_agreement":null},{"id":"W3206705049","doi":"10.1145/3479862","title":"Dilemmas in Mutual Aid: Lessons for Crisis Informatics from an Emergent Community Response to the Pandemic","year":2021,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mutual aid; Transformative learning; Political science; Emergency response; Public relations; Politics; Informatics; Equity (law); Pandemic; Disaster response; Sociology; Coronavirus disease 2019 (COVID-19); Emergency management; Law; Medicine","score_opus":0.12679251045399037,"score_gpt":0.4180308603314967,"score_spread":0.29123834987750635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206705049","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":[0.982169,0.0000033540668,0.00017810242,0.015568724,0.0006594983,0.00037349717,0.0000074765267,0.00003053701,0.0010098531],"genre_scores_gemma":[0.99729985,0.000009578912,0.0009628168,0.0010891376,0.00020763189,0.000039637976,0.000005040806,0.000007617259,0.00037867884],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988905,0.00014072453,0.00032852017,0.00013551748,0.00031192214,0.0001928234],"domain_scores_gemma":[0.9988578,0.00032409403,0.00020876825,0.00037325316,0.00018902881,0.00004707247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012714426,0.00010373378,0.00013615492,0.0000967023,0.00067235593,0.00020842097,0.0015809396,0.000050559076,0.00003113636],"category_scores_gemma":[0.0005770874,0.00007156937,0.00008728937,0.0002850276,0.0000641291,0.00057237304,0.00070739066,0.0002756697,0.000009388634],"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":[0.0015233227,0.0010393152,0.010649752,0.00012614526,0.0001330683,5.554941e-7,0.8091145,0.0008645422,0.010598218,0.013166744,0.109703116,0.043080688],"study_design_scores_gemma":[0.0014394122,0.0008387269,0.16889152,0.00074017816,0.000115548915,0.0000018017121,0.5626906,0.0041431836,0.008818786,0.023697248,0.22802286,0.0006001404],"about_ca_topic_score_codex":0.00083292247,"about_ca_topic_score_gemma":0.0027754577,"teacher_disagreement_score":0.24642394,"about_ca_system_score_codex":0.00011561478,"about_ca_system_score_gemma":0.000025950898,"threshold_uncertainty_score":0.5171286},"labels":[],"label_agreement":null},{"id":"W3207881960","doi":"","title":"[Book review] Shaken Authority: China's Communist Party and the 2008 Sichuan Earthquake","year":2018,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Communism; Political science; Seismology; Geology; Law; Politics","score_opus":0.012628208898032338,"score_gpt":0.27161733999251947,"score_spread":0.2589891310944871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207881960","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000179,0.037623655,0.000052660096,0.013507221,0.00034777075,0.0005390092,0.000004029679,0.000083079445,0.94766355],"genre_scores_gemma":[0.8834257,0.027891802,0.000042449792,0.0008692188,0.0003181313,0.000030038678,0.0000047004205,0.000010070366,0.087407865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983884,0.00048722368,0.00018895093,0.00022684451,0.00036400443,0.0003445561],"domain_scores_gemma":[0.99920756,0.0001115321,0.00009324623,0.00042577303,0.000047802507,0.000114081384],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0015357576,0.00012572805,0.00020991445,0.000026478974,0.0014964462,0.00017835276,0.00048431847,0.00004928695,0.0013553094],"category_scores_gemma":[0.0001329907,0.00008100107,0.00006905404,0.00025922613,0.0032163323,0.00022338853,0.00017220576,0.00014941228,0.00030754926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027435455,0.00003801431,0.00036766284,0.000076535085,0.000025844556,0.000003231144,0.033919573,9.719992e-8,0.0000011627254,0.0567855,0.88995016,0.018804763],"study_design_scores_gemma":[0.00024966107,0.000029351197,0.00089490414,0.00013518153,0.000032895743,7.578306e-7,0.057723705,0.00003205947,0.0000012161286,0.0012584009,0.9395151,0.00012677963],"about_ca_topic_score_codex":0.00025818867,"about_ca_topic_score_gemma":0.0007323948,"teacher_disagreement_score":0.8832467,"about_ca_system_score_codex":0.000015428628,"about_ca_system_score_gemma":0.000036631867,"threshold_uncertainty_score":0.9998035},"labels":[],"label_agreement":null},{"id":"W3208384538","doi":"","title":"CFHT Chronicles: Life in Hawaii During the Time of COVID-19","year":2020,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Biology; Virology; Medicine; Outbreak; Infectious disease (medical specialty)","score_opus":0.008580335648463859,"score_gpt":0.22044732152615878,"score_spread":0.21186698587769492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208384538","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":[0.9486014,0.00014026018,0.00003509624,0.050095838,0.00010437778,0.000095662785,0.0000041437393,0.0000017652325,0.0009214483],"genre_scores_gemma":[0.9981234,0.000004573097,0.000090591275,0.0009745832,0.00019563828,4.5022563e-7,7.2760784e-8,0.0000036398872,0.0006070671],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99875224,0.00012589218,0.00038193326,0.000073962954,0.00045842613,0.00020756222],"domain_scores_gemma":[0.9991513,0.0001124837,0.00039744785,0.0000834745,0.00003154461,0.00022374246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000505393,0.00006535915,0.00020547518,0.000006933959,0.00017630582,0.000017737708,0.00077456376,0.000030855932,0.00020350012],"category_scores_gemma":[0.00015555997,0.000039676186,0.0002236753,0.00013290951,0.00034860903,0.00006106635,0.00013565476,0.00019658197,6.551774e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030676142,0.00014134562,0.17461927,0.00024907032,0.00039270442,0.0000025027305,0.032070078,0.42603174,0.00042262283,0.0008459709,0.36410168,0.00081627094],"study_design_scores_gemma":[0.004783414,0.0002677682,0.545718,0.00024073372,0.00017005052,6.4496925e-7,0.16265416,0.018190203,0.00050873496,0.00028200954,0.26668194,0.0005023175],"about_ca_topic_score_codex":0.08535309,"about_ca_topic_score_gemma":0.065785766,"teacher_disagreement_score":0.40784153,"about_ca_system_score_codex":0.00039806712,"about_ca_system_score_gemma":0.002246566,"threshold_uncertainty_score":0.9512612},"labels":[],"label_agreement":null},{"id":"W3209023699","doi":"","title":"First nations communities continue to be left behind","year":2020,"lang":"en","type":"article","venue":"Eureka street","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Project commissioning; Publishing; Left behind; Coronavirus disease 2019 (COVID-19); Management; New guinea; Political science; Media studies; History; Sociology; Law; Psychology; Ethnology; Economics; Medicine","score_opus":0.044706617947417884,"score_gpt":0.29412793309884516,"score_spread":0.2494213151514273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209023699","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":[0.18251798,0.00006537537,0.00023802232,0.103225805,0.00030431803,0.00039297433,0.000039785475,0.00016510239,0.71305066],"genre_scores_gemma":[0.98698074,0.000035693,0.00017105733,0.0030695302,0.00017953389,0.0000059152735,0.000007835001,0.0000057021093,0.009544009],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992886,0.00007356196,0.00009524999,0.00009852494,0.0002580194,0.00018600936],"domain_scores_gemma":[0.9995597,0.00012415297,0.000028406543,0.0001160959,0.000038020782,0.0001336016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011819266,0.000065121865,0.00007762407,0.00004623746,0.00079817226,0.00013861997,0.00044912106,0.000026598813,0.00056650286],"category_scores_gemma":[0.00016856544,0.00006445232,0.000032296964,0.00013396061,0.00015366162,0.00016054216,0.0001315192,0.00007057592,0.00011968925],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012050172,0.00007552725,0.058738515,0.00003658416,0.000032338565,0.000009671191,0.61464375,0.00025948975,0.000017291492,0.07093887,0.2534941,0.0017417896],"study_design_scores_gemma":[0.000092270915,0.000032497486,0.005016641,0.000015829675,0.0000073927436,2.99809e-8,0.07859934,0.000033328302,0.000011522773,0.000089373265,0.916008,0.00009377334],"about_ca_topic_score_codex":0.0013521486,"about_ca_topic_score_gemma":0.3065283,"teacher_disagreement_score":0.80446273,"about_ca_system_score_codex":0.000012810239,"about_ca_system_score_gemma":0.000027108304,"threshold_uncertainty_score":0.70612574},"labels":[],"label_agreement":null},{"id":"W32090446","doi":"10.1111/ajt.15828","title":"Design Principles For Flood Disaster Management System (FDMS)","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Roche Organ Transplant Research Foundation; Genome Canada","keywords":"Flood myth; Emergency management; Order (exchange); Management system; Computer science; Disaster response; Engineering; Disaster area; Risk analysis (engineering); Process management; Business; Operations management; Geography; Political science","score_opus":0.03275326348677721,"score_gpt":0.30019330841245284,"score_spread":0.26744004492567564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W32090446","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024365978,0.00011226068,0.027723938,0.000073227,0.0018369299,0.0029961646,0.0000061163714,0.00027386248,0.9645409],"genre_scores_gemma":[0.03694857,0.000045871744,0.007074852,0.000035704354,0.00041363688,0.000620741,0.00031332677,0.00004406588,0.95450324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978674,0.00011093885,0.00039074247,0.00050281495,0.00062580087,0.00050228374],"domain_scores_gemma":[0.999256,0.000079592835,0.00021418561,0.00027850477,0.00009174039,0.000079946665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006174445,0.00026861578,0.00027513536,0.00017882723,0.0005660636,0.0003533159,0.0006453507,0.00020154443,0.000107462096],"category_scores_gemma":[0.000013136201,0.00023098306,0.00015892471,0.00020969218,0.00006402566,0.0001870268,0.000041327196,0.0000705931,0.00014368957],"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":[0.00019160645,0.00029476284,0.000118127224,0.0038498426,0.00032293762,0.000023399174,0.014167277,0.0004347795,0.000014208955,0.8747646,0.073380776,0.032437675],"study_design_scores_gemma":[0.00096178916,0.000099264886,0.001405086,0.00091085123,0.00065105635,2.3262834e-7,0.23726124,0.0007749594,0.00013512344,0.0015326459,0.755104,0.0011637572],"about_ca_topic_score_codex":0.00029652077,"about_ca_topic_score_gemma":0.003796593,"teacher_disagreement_score":0.87323195,"about_ca_system_score_codex":0.00014190277,"about_ca_system_score_gemma":0.00006308237,"threshold_uncertainty_score":0.9419216},"labels":[],"label_agreement":null},{"id":"W3209091048","doi":"10.4018/978-1-5225-8362-2.ch019","title":"Crowdsourcing the Disaster Management Cycle","year":2019,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Crowdsourcing; Preparedness; Emergency management; Government (linguistics); Business; Crisis management; Public relations; Knowledge management; Political science; Computer science; World Wide Web","score_opus":0.014465170069736199,"score_gpt":0.2626409901924704,"score_spread":0.2481758201227342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209091048","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002105594,0.0001651432,0.000071987735,0.00047358905,0.0010976988,0.0008262822,0.000013326362,0.000110952344,0.99703044],"genre_scores_gemma":[0.14168055,0.0000173374,0.000037528174,0.0008102342,0.0003702427,0.000009883612,0.0000010734258,0.000023861308,0.8570493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795043,0.0000460954,0.000256168,0.00045347802,0.0008082359,0.00048560768],"domain_scores_gemma":[0.99904966,0.00003737059,0.0001708479,0.00059906667,0.000037995185,0.00010503085],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031214565,0.00029830067,0.00024749237,0.00004361846,0.00050055905,0.00036637232,0.0010280408,0.00018855752,0.0002775677],"category_scores_gemma":[0.000006026278,0.00021725005,0.00022016052,0.000028095721,0.00044888273,0.00007982078,0.00046406308,0.00019052163,0.0018311059],"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":[0.000008530536,0.0000049358955,0.000031179206,0.000027803779,0.00008313492,0.000022318145,0.0014309725,0.000009797733,2.01183e-7,0.9734531,0.00904276,0.015885264],"study_design_scores_gemma":[0.00014955272,0.000016138092,0.00009731618,0.00017133093,0.00011240542,7.877201e-7,0.0019914212,0.000005956728,2.7417494e-7,0.2336184,0.7635249,0.00031153872],"about_ca_topic_score_codex":0.000205062,"about_ca_topic_score_gemma":0.0008590533,"teacher_disagreement_score":0.75448215,"about_ca_system_score_codex":0.00019348458,"about_ca_system_score_gemma":0.00007412823,"threshold_uncertainty_score":0.9989461},"labels":[],"label_agreement":null},{"id":"W3209222259","doi":"10.28932/srjd.v5i2.3014","title":"TINJAUAN KARAKTER SHELTER SEMENTARA SEBAGAI UPAYA MITIGASI BENCANA BAGI KORBAN BENCANA ALAM","year":2021,"lang":"id","type":"article","venue":"Serat Rupa Journal of Design","topic":"Disaster Management and Resilience","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":"Encana (Canada)","funders":"","keywords":"Humanities; Physics; Art; Geography; Cartography","score_opus":0.025841027644119868,"score_gpt":0.28083454884347386,"score_spread":0.254993521199354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209222259","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":[0.7144249,0.014031906,0.0056966227,0.039970182,0.016144013,0.0018850473,0.00006795162,0.00010721499,0.20767216],"genre_scores_gemma":[0.9204021,0.0021037818,0.0034857239,0.002873791,0.0022019558,0.0000074439868,0.000014568257,0.00007708232,0.06883355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99328697,0.0014267439,0.0014228068,0.00066188717,0.0019727612,0.0012288421],"domain_scores_gemma":[0.9967698,0.00025403124,0.00093563925,0.0005216597,0.0007741318,0.000744747],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021634453,0.00057744933,0.00084593374,0.00033641586,0.0008549065,0.0011401107,0.0013464987,0.0002625111,0.005554716],"category_scores_gemma":[0.00016087403,0.0005194308,0.00059743796,0.001059529,0.0006265723,0.0015317055,0.00024966674,0.0007754528,0.00027040124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011481196,0.0041623167,0.06285637,0.000894505,0.0055295588,0.014096441,0.14434418,0.002096123,0.047782496,0.009495393,0.64485806,0.06273644],"study_design_scores_gemma":[0.010105695,0.004998977,0.05368288,0.004963693,0.0046912003,0.00076185947,0.2043577,0.0011131288,0.056691732,0.011321611,0.64154685,0.005764656],"about_ca_topic_score_codex":0.00022683096,"about_ca_topic_score_gemma":0.0007667018,"teacher_disagreement_score":0.2059772,"about_ca_system_score_codex":0.0003565017,"about_ca_system_score_gemma":0.001287723,"threshold_uncertainty_score":0.9998968},"labels":[],"label_agreement":null},{"id":"W3210867598","doi":"10.29173/cjnser.2021v12ns1a545","title":"National Nonprofit Sector Advocacy During the COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Canadian journal of nonprofit and social economy research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Coronavirus disease 2019 (COVID-19); Humanities; Management; Art; Economics","score_opus":0.15794440443437044,"score_gpt":0.40301689961697656,"score_spread":0.24507249518260613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210867598","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":[0.8184603,0.0007218613,0.0000112464695,0.030026756,0.000263352,0.0002253252,0.000008170205,0.000006957721,0.15027605],"genre_scores_gemma":[0.98409534,0.00011877709,0.000016763628,0.00089932344,0.0011976693,0.000008384915,0.0000017916216,0.000008166206,0.013653818],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980119,0.0005212125,0.00026481235,0.00017369895,0.00046917258,0.0005592003],"domain_scores_gemma":[0.99814856,0.0003025916,0.00010539102,0.00007457341,0.00068603776,0.00068283605],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036499228,0.00008090301,0.00016083533,0.00024919197,0.0031683543,0.00051458384,0.00045740782,0.00009794369,0.0010497174],"category_scores_gemma":[0.00068234344,0.00006842331,0.00009161726,0.0004179054,0.0010702697,0.0003445087,0.000058302543,0.00048157727,0.000025235557],"study_design_candidate":"not_applicable","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":[0.00008326609,0.00004394842,0.6176352,0.00022665643,0.00025792667,0.000621281,0.13132657,0.000038149123,0.00009852019,0.18330753,0.059860725,0.006500227],"study_design_scores_gemma":[0.0006882965,0.0000333699,0.035880506,0.000017789276,0.000011950827,0.000049416118,0.07340249,0.000010559188,0.000009676627,0.016746365,0.87297523,0.00017436188],"about_ca_topic_score_codex":0.008361178,"about_ca_topic_score_gemma":0.16187899,"teacher_disagreement_score":0.8131145,"about_ca_system_score_codex":0.0007534837,"about_ca_system_score_gemma":0.013154295,"threshold_uncertainty_score":0.99986345},"labels":[],"label_agreement":null},{"id":"W3211819999","doi":"10.1186/s13617-021-00108-5","title":"Integrating hazard, exposure, vulnerability and resilience for risk and emergency management in a volcanic context: the ADVISE model","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Volcanology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":41,"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":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Volcanic hazards; Context (archaeology); Hazard; Tephra; Risk assessment; Vulnerability (computing); Volcano; Risk analysis (engineering); Risk management; Hazard analysis; Unrest; Population; Emergency management; Environmental resource management; Geography; Environmental science; Geology; Computer science; Engineering; Business; Environmental health; Medicine; Seismology; Political science; Computer security; Reliability engineering","score_opus":0.015328337902733852,"score_gpt":0.293977247415817,"score_spread":0.27864890951308313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211819999","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":[0.9712606,0.0017100662,0.008892662,0.0018286095,0.0002785023,0.0004960226,0.000005066561,0.000008993002,0.015519483],"genre_scores_gemma":[0.9939726,0.0033108853,0.0017597486,0.00013729118,0.000063355525,0.000028820192,3.6829934e-7,0.0000060627845,0.0007208955],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986433,0.00015717151,0.00046588815,0.00024173256,0.0002094066,0.00028253737],"domain_scores_gemma":[0.9991801,0.00017745035,0.0003057023,0.00015345338,0.00011033764,0.00007296124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015695638,0.00010878164,0.0002391728,0.00009537693,0.00033944493,0.00003938326,0.00027777432,0.000070224254,0.000021381906],"category_scores_gemma":[0.0002441652,0.000077613695,0.000052967258,0.00024644542,0.00038104728,0.00013739787,0.000137562,0.00024897733,4.5322776e-7],"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":[0.0005840296,0.00027997536,0.04823804,0.00015138055,0.00018016755,0.000046290956,0.040729776,0.001666047,0.0008486241,0.3941114,0.0037896733,0.5093746],"study_design_scores_gemma":[0.0053794505,0.0005553372,0.08123969,0.00015433352,0.00041065388,0.000027983315,0.388222,0.019367145,0.00029644158,0.46046424,0.043146577,0.0007361148],"about_ca_topic_score_codex":0.00007634618,"about_ca_topic_score_gemma":0.007398276,"teacher_disagreement_score":0.5086385,"about_ca_system_score_codex":0.00005009887,"about_ca_system_score_gemma":0.00011209879,"threshold_uncertainty_score":0.41284117},"labels":[],"label_agreement":null},{"id":"W3213082167","doi":"10.14288/1.0402623","title":"Revisioning Fire : A study on cultural burning and fire settlement planning","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","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":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Settlement (finance); Geography; Environmental science; Business","score_opus":0.018876639849615573,"score_gpt":0.2488742927682125,"score_spread":0.22999765291859692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213082167","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":[0.9878092,0.00028435502,0.000009876722,0.0002639779,0.00008363569,0.00017700192,0.000009324462,0.000034136017,0.0113285305],"genre_scores_gemma":[0.9950019,0.00013015642,0.00007686718,0.00004250654,0.000028562765,2.7617952e-7,0.000005155165,0.0000034434922,0.004711114],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99903333,0.000116340976,0.000072746574,0.00028035924,0.0003137147,0.00018351823],"domain_scores_gemma":[0.9996273,0.00003996621,0.0000669089,0.00010582126,0.000082842744,0.00007715258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002406759,0.000029644754,0.00013464826,0.000012703467,0.0008769307,0.00025325263,0.00017008987,0.000033816737,0.00011565792],"category_scores_gemma":[0.000053854084,0.00008754255,0.000041388197,0.00022997426,0.00017170804,0.00028817944,0.00017661114,0.00008283525,0.000005944478],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061745136,0.00022582282,0.25707284,0.000048091508,0.000050417286,0.0007717271,0.036316995,0.000032874435,0.000022981985,0.00001185053,0.0060957484,0.69934446],"study_design_scores_gemma":[0.00036042253,0.000059984883,0.75246054,0.00028286726,0.00002087062,0.000002126633,0.24462165,0.00007494604,6.0232736e-8,0.000026737645,0.0020036842,0.00008609047],"about_ca_topic_score_codex":0.02495993,"about_ca_topic_score_gemma":0.05640992,"teacher_disagreement_score":0.6992584,"about_ca_system_score_codex":0.000037883547,"about_ca_system_score_gemma":0.000037211226,"threshold_uncertainty_score":0.98153293},"labels":[],"label_agreement":null},{"id":"W3213825329","doi":"10.21810/strm.v13i1.321","title":"Introduction to the Simon Fraser – University of Calgary Special Issue","year":2021,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","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":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Toronto Metropolitan University","funders":"","keywords":"Anthropocene; Corporatization; Precarity; Misinformation; Looming; Discipline; Sociology; Political science; Environmental ethics; Social science; Law; Psychology","score_opus":0.01114400094926387,"score_gpt":0.2927229753050541,"score_spread":0.2815789743557902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213825329","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":[0.4816568,0.00052689953,0.0023675472,0.17063619,0.001718008,0.00026583392,0.0000037467719,0.000015322881,0.34280965],"genre_scores_gemma":[0.98964036,0.000459831,0.0007845566,0.000042258747,0.0022468562,2.0305033e-7,0.0000050579156,0.000003649259,0.0068172542],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901134,0.00037363434,0.00019812913,0.00007247113,0.00025629954,0.000088136745],"domain_scores_gemma":[0.9990085,0.000071972696,0.00022765122,0.00034778728,0.0002942231,0.000049877093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057731767,0.00004814836,0.000106654414,0.00006294406,0.00046989205,0.000032926557,0.00069801917,0.000031737323,0.0008399369],"category_scores_gemma":[0.00006344402,0.00003935713,0.00008042081,0.00029605112,0.00020246024,0.0002901434,0.0005556887,0.00015014641,0.000025922462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004217218,0.0004964338,0.003017873,0.000020203082,0.00012669462,0.000026732008,0.088022925,0.0009726517,0.0002643133,0.010408162,0.6228388,0.27338347],"study_design_scores_gemma":[0.00021285914,0.00012517066,0.007086537,0.00008997643,0.000050058297,0.0000013869767,0.21302502,0.000041322008,0.00028833956,0.0024106628,0.7765967,0.00007192097],"about_ca_topic_score_codex":0.00006633958,"about_ca_topic_score_gemma":0.0055634514,"teacher_disagreement_score":0.5079835,"about_ca_system_score_codex":0.00006692592,"about_ca_system_score_gemma":0.00008744883,"threshold_uncertainty_score":0.919672},"labels":[],"label_agreement":null},{"id":"W3215101140","doi":"10.25316/ir-17002","title":"Casting a stone in the water : an exploration of truth and reconciliation in the context of a public utility","year":2021,"lang":"en","type":"article","venue":"VIURRSpace (Vancouver Island University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Casting; Artificial intelligence; Geology; Computer science; Archaeology; History; Art; Visual arts","score_opus":0.05539866147787118,"score_gpt":0.26273777897981887,"score_spread":0.2073391175019477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215101140","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":[0.91670555,0.000020721536,0.00035287687,0.0019061486,0.00009985867,0.00019505764,0.0000036925644,0.00000478066,0.080711305],"genre_scores_gemma":[0.998255,0.000048961585,0.000014641107,0.000031080683,0.000010517192,5.143636e-7,5.8805716e-7,0.0000011689848,0.0016375391],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99894047,0.00054903224,0.00008228412,0.00012166419,0.0001878363,0.00011873245],"domain_scores_gemma":[0.99963045,0.000116811374,0.000056008445,0.00011334297,0.000068601796,0.000014811245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008408304,0.00004404995,0.00008520373,0.0001040053,0.00010742066,0.000029986675,0.00016353447,0.00003099279,0.00001767996],"category_scores_gemma":[0.00008894034,0.000025644023,0.000017926879,0.00050352165,0.00014827382,0.00088590884,0.00003476423,0.000060283342,3.0252772e-7],"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":[0.0000929008,0.00038548064,0.014121778,0.000072887815,0.00001805542,0.000059842143,0.92288506,0.000049085313,0.00029079127,0.03309631,0.0012065804,0.027721202],"study_design_scores_gemma":[0.000586579,0.00004463746,0.00446548,0.000023692086,0.000012666047,1.8579134e-7,0.96971655,0.00024285902,0.0001109493,0.00060242694,0.024131311,0.000062654704],"about_ca_topic_score_codex":0.0012768431,"about_ca_topic_score_gemma":0.10157648,"teacher_disagreement_score":0.100299634,"about_ca_system_score_codex":0.000025819625,"about_ca_system_score_gemma":0.00005684853,"threshold_uncertainty_score":0.9148174},"labels":[],"label_agreement":null},{"id":"W3215717179","doi":"10.1108/dpm-03-2021-0079","title":"Social learning for enhancing social-ecological resilience to disaster-shocks: a policy Delphi approach","year":2021,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Provincial Health Services Authority; University of Saskatchewan; York University; University of Waterloo; Université du Québec à Montréal; University of Manitoba","funders":"","keywords":"Social learning; Context (archaeology); Knowledge management; Delphi method; Resilience (materials science); Collaborative learning; Sociology; Public relations; Computer science; Political science; Artificial intelligence; Geography","score_opus":0.03455393572048572,"score_gpt":0.38254050427984815,"score_spread":0.34798656855936244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215717179","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":[0.51422775,0.000053462427,0.3017348,0.012879815,0.0012869106,0.001165355,0.0000071661493,0.00013674791,0.16850796],"genre_scores_gemma":[0.9598668,0.00016355189,0.0029096808,0.0009466239,0.0016186755,0.000084364205,0.000046154517,0.000016099752,0.034348033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977123,0.0003499582,0.00038531265,0.00041466,0.00071249914,0.0004252508],"domain_scores_gemma":[0.9992893,0.00003616229,0.00018505013,0.00007639438,0.00023142125,0.0001817121],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00094696175,0.00016052224,0.00017650782,0.0002692454,0.0013534839,0.0010838534,0.0005228122,0.00007394784,0.00015024838],"category_scores_gemma":[0.00012466067,0.00015933877,0.00016727034,0.0002870676,0.00014329393,0.00076330383,0.00034746935,0.00016313765,0.000011331933],"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":[0.0002964853,0.0012418675,0.0029665136,0.00012438043,0.00046483785,0.0000710464,0.11529088,0.0003138736,0.0003699872,0.6130617,0.004994605,0.26080382],"study_design_scores_gemma":[0.0036461912,0.0004155084,0.056586087,0.00021986903,0.0002254754,0.000040902025,0.43909773,0.0011992012,0.000031847958,0.031084016,0.46639684,0.00105633],"about_ca_topic_score_codex":0.000014522943,"about_ca_topic_score_gemma":0.00032528935,"teacher_disagreement_score":0.58197767,"about_ca_system_score_codex":0.00016385283,"about_ca_system_score_gemma":0.00007936797,"threshold_uncertainty_score":0.9999531},"labels":[],"label_agreement":null},{"id":"W3216368071","doi":"","title":"Affektiv samstemning i katastrofens felt: Samtale med Erin Manning og Brian Massumi, Montreal, d. 12. Juli, 2011","year":2012,"lang":"da","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art; Art history; Humanities; Philosophy","score_opus":0.031387591525285835,"score_gpt":0.28890278930012964,"score_spread":0.2575151977748438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216368071","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17841873,0.0025188613,0.0011823422,0.003264102,0.0052877017,0.0011332554,0.00004651577,0.00038849324,0.80776],"genre_scores_gemma":[0.7460513,0.00023813015,0.00081100274,0.0004960987,0.0015430662,0.000028785133,0.000029079087,0.00004861106,0.2507539],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945087,0.0004889648,0.00071467087,0.000811812,0.001209505,0.0022663544],"domain_scores_gemma":[0.9976927,0.00021974732,0.00051921484,0.00067757163,0.00007922478,0.0008115306],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016825986,0.00058611267,0.00062405743,0.00023808538,0.00131521,0.00060530566,0.0011914094,0.0002899405,0.007106078],"category_scores_gemma":[0.00012605169,0.00053719204,0.0002900021,0.0004567884,0.00070775574,0.0020952197,0.000739674,0.00039556794,0.0044402042],"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":[0.00019013089,0.0012166324,0.29449463,0.0004602176,0.00068496726,0.000131435,0.099861145,0.00013137686,0.0009256246,0.019575235,0.5032081,0.07912052],"study_design_scores_gemma":[0.0016209042,0.00017672936,0.2432994,0.0004266271,0.00044579015,0.0000076252677,0.14970495,0.00057870796,0.00019996378,0.00034300337,0.6014115,0.001784766],"about_ca_topic_score_codex":0.008603657,"about_ca_topic_score_gemma":0.008894466,"teacher_disagreement_score":0.5676326,"about_ca_system_score_codex":0.00019774525,"about_ca_system_score_gemma":0.000085993226,"threshold_uncertainty_score":0.9999849},"labels":[],"label_agreement":null},{"id":"W3216554849","doi":"10.1108/dpm-03-2021-0114","title":"The importance of context-relevant feminist perspectives in disaster studies. The case of a research on forest fires with the Atikamekw First Nation","year":2021,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; Université Laval","funders":"","keywords":"Indigenous; Sociology; Context (archaeology); Agency (philosophy); Patriarchy; Participant observation; Vulnerability (computing); Focus group; Traditional knowledge; Gender studies; Social science; Geography; Ecology; Anthropology","score_opus":0.08893883648522936,"score_gpt":0.41899443183540214,"score_spread":0.33005559535017276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216554849","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":[0.96732396,0.0008839523,0.00016357361,0.015495283,0.00035578996,0.00047425125,0.000003423796,0.0000049491346,0.015294794],"genre_scores_gemma":[0.99251574,0.0021234495,0.000028916751,0.000120555764,0.00012344241,0.000034489036,0.0000020581863,0.000005295568,0.0050460463],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99819165,0.00046691785,0.00029956896,0.00017846967,0.0006940797,0.0001692985],"domain_scores_gemma":[0.9987041,0.00035122465,0.00023728707,0.0001717377,0.00050346064,0.00003222048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020895645,0.00008280962,0.00009770996,0.00010594228,0.00072367635,0.00030181033,0.00044057626,0.000018464443,0.000029995515],"category_scores_gemma":[0.00014534262,0.000040901265,0.00005782271,0.00025339602,0.00091805577,0.00030214564,0.0001798737,0.0001592282,9.84807e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040994704,0.000512808,0.038632277,0.00006496555,0.00057765073,0.0003565843,0.1734742,0.00015622478,0.0000026912346,0.745381,0.0027727364,0.03765891],"study_design_scores_gemma":[0.0007397579,0.00016230697,0.024632309,0.00035939214,0.000033939203,0.000034470075,0.9495508,0.00021856066,0.000004403118,0.008371633,0.015815113,0.000077315955],"about_ca_topic_score_codex":0.00010504221,"about_ca_topic_score_gemma":0.043708585,"teacher_disagreement_score":0.7760766,"about_ca_system_score_codex":0.00007625729,"about_ca_system_score_gemma":0.000037640715,"threshold_uncertainty_score":0.97374123},"labels":[],"label_agreement":null},{"id":"W3217206751","doi":"10.1515/jhsem-2021-0061","title":"Daniel P. Aldrich: Black wave: How networks and governance shaped Japan’s 3/11 disasters","year":2021,"lang":"en","type":"article","venue":"Journal of Homeland Security and Emergency Management","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":"Brandon University","funders":"","keywords":"Homeland security; Corporate governance; Political science; Emergency management; Public administration; Terrorism; Management; Economics; Law","score_opus":0.014477986268033339,"score_gpt":0.2481148629530429,"score_spread":0.23363687668500954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217206751","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":[0.93604773,0.0075818757,0.0011770666,0.009109794,0.0016839514,0.00025222707,0.0000047386598,0.00001838286,0.044124246],"genre_scores_gemma":[0.92324656,0.06255249,0.00010094614,0.00010129625,0.0003007782,0.000002102031,0.0000019004146,0.000008611097,0.013685329],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836457,0.00013939307,0.00035557142,0.00025426302,0.0005295323,0.00035667827],"domain_scores_gemma":[0.99924845,0.000029635748,0.0002771721,0.00014546482,0.000097154625,0.00020211408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006222245,0.00016261368,0.0002769819,0.0000650344,0.00032159427,0.00019191105,0.00021882626,0.000068142544,0.00021412215],"category_scores_gemma":[0.00003865211,0.00013801214,0.00010240379,0.0003149381,0.00019403933,0.00051262433,0.00022260644,0.00016685731,0.000002031988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041943885,0.001637859,0.1765897,0.0018695504,0.0020155772,0.0020878941,0.1531084,0.0007114391,0.00007993946,0.26610398,0.31823573,0.07714049],"study_design_scores_gemma":[0.0022274805,0.00025735807,0.11626184,0.00032069732,0.00051174004,0.000028733763,0.14262262,0.0039173528,0.000007654267,0.0076484564,0.7253955,0.0008005681],"about_ca_topic_score_codex":0.000045685523,"about_ca_topic_score_gemma":0.0011831595,"teacher_disagreement_score":0.40715975,"about_ca_system_score_codex":0.000032041433,"about_ca_system_score_gemma":0.000019699708,"threshold_uncertainty_score":0.5627972},"labels":[],"label_agreement":null},{"id":"W323067809","doi":"","title":"The Social Cost of National Security Symposium: Accountability with a Pinch of Context and a Dash of Fire and Brimstone","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dash; Accountability; Context (archaeology); Social security; Pinch; Political science; Engineering; Computer science; Geography; Law","score_opus":0.009074902138691218,"score_gpt":0.2947467733598212,"score_spread":0.28567187122112997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W323067809","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":[0.9914452,0.0020952527,0.000042824824,0.0006444147,0.000031852403,0.00014143309,0.0000037363916,0.0000022132313,0.005593081],"genre_scores_gemma":[0.9979507,0.0017018743,0.0000042296797,0.000012336443,0.00007551895,0.0000016654869,3.1128127e-7,0.000002586158,0.00025080197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9987267,0.000116246374,0.00017328495,0.000065766704,0.00041072862,0.0005072465],"domain_scores_gemma":[0.99943817,0.000102389065,0.00022207068,0.000039438233,0.00016123375,0.000036673722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024267484,0.000054044816,0.00012216867,0.000021838208,0.00035477124,0.000021975258,0.00014297199,0.000031916683,0.000007377838],"category_scores_gemma":[0.000042329943,0.00003569396,0.000028031669,0.00011009816,0.0008708894,0.00024362879,0.00003988202,0.00022394936,1.405861e-7],"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":[0.00027027083,0.00025493206,0.26600695,0.00005531437,0.00018054315,1.02213264e-7,0.03876109,0.0000012815915,0.000341609,0.66026527,0.00017422193,0.033688404],"study_design_scores_gemma":[0.0039164745,0.00097191596,0.30859658,0.00017075035,0.00023273444,0.00005872735,0.46782178,0.00012312397,0.00035122022,0.20622495,0.011050949,0.00048080014],"about_ca_topic_score_codex":0.0006167633,"about_ca_topic_score_gemma":0.006859019,"teacher_disagreement_score":0.45404032,"about_ca_system_score_codex":0.00010698475,"about_ca_system_score_gemma":0.0008056832,"threshold_uncertainty_score":0.38274935},"labels":[],"label_agreement":null},{"id":"W332038476","doi":"","title":"Reimagining and Recreating Health Care Systems along the Gulf Coast","year":2006,"lang":"en","type":"article","venue":"Harvard journal of African American public policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shore; Vigil; Hurricane katrina; History; Geography; Natural disaster; Archaeology; Oceanography; Meteorology","score_opus":0.014965952465973289,"score_gpt":0.29755003499429844,"score_spread":0.2825840825283252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W332038476","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":[0.2132369,0.0031640064,0.0033969495,0.19433494,0.0011629025,0.0009537831,0.000038544487,0.00017468024,0.5835373],"genre_scores_gemma":[0.9957534,0.00034610333,0.00048240955,0.00068621075,0.0015383634,0.0000045760357,0.0000012998836,0.000014615042,0.0011730029],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745554,0.00059040287,0.0005341511,0.00016480427,0.00066141406,0.0005936796],"domain_scores_gemma":[0.99797213,0.00019369494,0.001122493,0.00017985886,0.00024750043,0.0002843472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014380426,0.00013792155,0.00034652592,0.0003512841,0.0008528335,0.00069533696,0.00055348076,0.000020089354,0.000018215103],"category_scores_gemma":[0.00038564124,0.00008696371,0.000086898086,0.0011621326,0.0012455852,0.00049471995,0.00010388032,0.0002521549,0.000006900397],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052237672,0.0001297607,0.08964323,0.000101696045,0.00017623322,0.000051445884,0.11912061,0.0002041177,0.00003561057,0.2531724,0.08503147,0.45228118],"study_design_scores_gemma":[0.00023126107,0.00015716242,0.014301068,0.00008214167,0.000017427088,0.000033364617,0.28332368,0.000023782752,5.883557e-7,0.00022629299,0.70145977,0.00014344648],"about_ca_topic_score_codex":0.07583421,"about_ca_topic_score_gemma":0.0041523254,"teacher_disagreement_score":0.78251654,"about_ca_system_score_codex":0.00031172854,"about_ca_system_score_gemma":0.0012997852,"threshold_uncertainty_score":0.9303199},"labels":[],"label_agreement":null},{"id":"W383938534","doi":"","title":"Japan and Canada's cooperation in activities supporting disaster area in Japan : The Richmond International Student Program for Japan tsunami devastated areas","year":2013,"lang":"en","type":"article","venue":"Medical Entomology and Zoology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography; Economic growth; Economics","score_opus":0.009359133346305486,"score_gpt":0.30860033693898353,"score_spread":0.29924120359267803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W383938534","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":[0.9848882,0.00003803472,0.0000497681,0.011144844,0.0003560677,0.000628448,0.0000014693617,0.0000129375385,0.0028802305],"genre_scores_gemma":[0.99730736,0.000054434924,0.000020757987,0.0007503277,0.000045153654,0.0002718262,0.000018914576,0.0000038817084,0.0015273237],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868274,0.00022922027,0.00025476268,0.00023226485,0.0002362244,0.0003647903],"domain_scores_gemma":[0.99930954,0.00042488743,0.000069443326,0.00006043831,0.000036030837,0.0000996655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007165947,0.00009298522,0.00016340446,0.00008225091,0.00016128363,0.00005968117,0.00021903017,0.000119156764,0.00032303104],"category_scores_gemma":[0.00044819334,0.000065542656,0.0000130652425,0.000097449025,0.0007427954,0.00013460322,0.000114211594,0.00015968691,0.0000011202486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002809993,0.00013997982,0.89715487,0.000011707944,0.00002604272,0.000010914357,0.017248249,0.0000034685313,0.000012445944,0.0067328117,0.00044380737,0.07818761],"study_design_scores_gemma":[0.0011260596,0.00018475282,0.93067163,0.000030621934,0.000014888107,0.0000127444455,0.06001053,0.0027165064,0.000004948113,0.0019819522,0.003080663,0.00016472352],"about_ca_topic_score_codex":0.25370926,"about_ca_topic_score_gemma":0.93072563,"teacher_disagreement_score":0.6770164,"about_ca_system_score_codex":0.000055250537,"about_ca_system_score_gemma":0.00016639606,"threshold_uncertainty_score":0.75126034},"labels":[],"label_agreement":null},{"id":"W40142988","doi":"","title":"Give way to great charms of Halifax, Nova Scotia, Canada","year":2014,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Wonder; Politeness; History; Nova (rocket); Political science; Law; Engineering; Archaeology; Psychology; Aeronautics; Social psychology","score_opus":0.008230100221242495,"score_gpt":0.21467879352781433,"score_spread":0.20644869330657184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W40142988","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":[0.89910686,0.00000782854,0.00074151147,0.005817259,0.00014756966,0.00016869309,0.000009873455,0.000049777882,0.093950644],"genre_scores_gemma":[0.99458194,0.000014694838,0.00074591814,0.000046143865,0.0000134766815,7.652472e-8,0.0000012319524,0.0000033217634,0.0045931847],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916613,0.000035221183,0.00010191982,0.00022055728,0.00024422552,0.00023194982],"domain_scores_gemma":[0.9994234,0.000025824604,0.000100566,0.00027056885,0.00010180424,0.00007783168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018866619,0.00008209819,0.00019334834,0.00021969025,0.00013370212,0.000005130524,0.0006827799,0.000104377825,0.00036137077],"category_scores_gemma":[0.00007988143,0.00008622405,0.00003955074,0.00044369878,0.00047738344,0.00006682087,0.00023974437,0.000086371285,0.000050758797],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011286149,0.00016786961,0.6444676,0.00010648865,0.00017092087,0.000057347497,0.007199531,0.000084484665,0.0013981987,0.18714169,0.035719726,0.12337329],"study_design_scores_gemma":[0.0012293003,0.00020383038,0.28957784,0.00022298537,0.00009203394,0.0000011990919,0.03196118,0.00005278447,0.004452437,0.0037851129,0.66786593,0.00055536267],"about_ca_topic_score_codex":0.6479148,"about_ca_topic_score_gemma":0.88613963,"teacher_disagreement_score":0.6321462,"about_ca_system_score_codex":0.000072157134,"about_ca_system_score_gemma":0.000098910314,"threshold_uncertainty_score":0.39567563},"labels":[],"label_agreement":null},{"id":"W4200048912","doi":"10.30909/vol.04.02.309324","title":"Reviewing volcano hazard and risk communications in Ecuador: experiences from a fast-format workshop","year":2021,"lang":"en","type":"article","venue":"Volcanica","topic":"Disaster Management and Resilience","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":"Simon Fraser University","funders":"Pontificia Universidad Católica del Ecuador; Escuela Superior Politécnica del Litoral; Boise State University","keywords":"Volcano; Risk communication; Pace; Hazard; Volcanic hazards; Dissemination; Process (computing); Communications system; Earth science; Telecommunications; Public relations; Computer science; Political science; Geography; Business; Seismology; Risk analysis (engineering); Geology","score_opus":0.03757400837058656,"score_gpt":0.31872523282711646,"score_spread":0.2811512244565299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200048912","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":[0.9119526,0.010629785,0.000053939617,0.002390584,0.00021410827,0.00019839579,0.00000754526,0.000051194962,0.074501835],"genre_scores_gemma":[0.9680331,0.028363014,0.0012462923,0.000245855,0.00006152134,0.00004037147,0.000006992799,0.000006030863,0.0019968313],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986124,0.0003650179,0.00025217194,0.00025469495,0.00024732517,0.00026837928],"domain_scores_gemma":[0.9989879,0.00024026853,0.00009667538,0.0005342036,0.000042874344,0.000098048775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004597049,0.00009495183,0.00017915908,0.000048233433,0.0004505218,0.00021298093,0.000609304,0.000057602556,0.0002812357],"category_scores_gemma":[0.0003782028,0.00008900337,0.00004607643,0.0005158334,0.0004076492,0.000399802,0.000432324,0.00016259756,0.000043816555],"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":[0.000016870728,0.00023254272,0.15645018,0.00004221258,0.000072487666,0.000044573084,0.4273202,0.000011873408,0.000117035495,0.00520315,0.0111542735,0.39933458],"study_design_scores_gemma":[0.00040057124,0.000015601305,0.030759022,0.00040593877,0.00005497374,7.772545e-7,0.54721034,0.00060924905,0.0000729596,0.0017241217,0.41836688,0.000379585],"about_ca_topic_score_codex":0.0024505125,"about_ca_topic_score_gemma":0.04252615,"teacher_disagreement_score":0.40721262,"about_ca_system_score_codex":0.00004692573,"about_ca_system_score_gemma":0.000112697955,"threshold_uncertainty_score":0.97494525},"labels":[],"label_agreement":null},{"id":"W4200054908","doi":"10.33423/jabe.v23i6.4656","title":"Modeling the Regional Impacts of Disasters on Economic Growth","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography; Development economics; South asia; Central asia; Economics; Economic geography; Physical geography; History","score_opus":0.019891532477722705,"score_gpt":0.2410724957656053,"score_spread":0.2211809632878826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200054908","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":[0.9793664,0.00006946599,0.00012539451,0.0028669955,0.00023281312,0.000039615243,0.0000010972424,0.0000016079707,0.01729657],"genre_scores_gemma":[0.9973012,0.002041486,0.00009226476,0.00025687393,0.00024640013,5.322348e-7,5.016313e-7,0.000004577843,0.00005611548],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99947745,0.0000117248555,0.00025334227,0.000080959115,0.00006341281,0.00011310346],"domain_scores_gemma":[0.99956113,0.00004869775,0.00020729097,0.00007013704,0.00006309051,0.000049658818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032596968,0.0000600282,0.00015315537,0.000046097084,0.00013421556,0.000091939575,0.0001588738,0.000029562798,0.000017095106],"category_scores_gemma":[0.00001261384,0.00004266805,0.000046382476,0.000057832785,0.00013188049,0.00017926836,0.00003861645,0.00005960112,0.0000024723495],"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":[0.00045530015,0.0001496098,0.0019387216,0.00008880974,0.00018893596,0.000007915213,0.012777041,0.21604165,0.00017270882,0.75202113,0.001381875,0.014776271],"study_design_scores_gemma":[0.0102431355,0.00041914283,0.05964443,0.0010177535,0.00075585756,0.00011510975,0.38238087,0.08011675,0.0017571329,0.36298937,0.09815366,0.0024067946],"about_ca_topic_score_codex":0.000079076905,"about_ca_topic_score_gemma":0.00025327856,"teacher_disagreement_score":0.3890318,"about_ca_system_score_codex":0.00004235797,"about_ca_system_score_gemma":0.00015756638,"threshold_uncertainty_score":0.17399526},"labels":[],"label_agreement":null},{"id":"W4200073781","doi":"10.1177/18681026211052052","title":"Citizens’ Expectations for Crisis Management and the Involvement of Civil Society Organisations in China","year":2021,"lang":"en","type":"article","venue":"Journal of Current Chinese Affairs","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National University of Singapore; Colgate University; University of Alberta; London School of Economics and Political Science; Harvard University","keywords":"Civil society; Legitimacy; China; Crisis management; Politics; Government (linguistics); Public administration; Political science; State (computer science); Communism; Function (biology); Public relations; Political economy; Sociology; Law","score_opus":0.0163515944924247,"score_gpt":0.3088235445592904,"score_spread":0.2924719500668657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200073781","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":[0.90098417,0.01072194,0.018345255,0.029141705,0.0025611762,0.0015547049,0.000021029642,0.000024505256,0.036645487],"genre_scores_gemma":[0.9973375,0.0016551582,0.0005727268,0.000033145465,0.00012042727,0.000013811481,0.0000021465903,0.000004776196,0.0002603175],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988604,0.00011347929,0.00039184585,0.00010193005,0.00039224155,0.00014010016],"domain_scores_gemma":[0.999279,0.00014478702,0.00027243258,0.00009816736,0.00015761037,0.00004798617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070146937,0.000079655576,0.00019307894,0.000084855536,0.00021352002,0.000065381304,0.0002020283,0.00001974549,0.00005239405],"category_scores_gemma":[0.000115683164,0.00005103094,0.00017875529,0.0004684203,0.00019282551,0.00019207066,0.0000786639,0.00009052491,4.609599e-7],"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":[0.00016171091,0.0011848549,0.036869075,0.00060786284,0.0005276594,0.000012073812,0.5719772,0.0005407563,0.00011202842,0.32631534,0.05040638,0.011285056],"study_design_scores_gemma":[0.0062944456,0.000071693066,0.048388075,0.00030924156,0.00026612138,0.0000028478894,0.8205809,0.0004693082,0.000050967268,0.11049824,0.012824573,0.00024359756],"about_ca_topic_score_codex":0.000016821816,"about_ca_topic_score_gemma":0.00082233956,"teacher_disagreement_score":0.2486037,"about_ca_system_score_codex":0.000048762267,"about_ca_system_score_gemma":0.00008755592,"threshold_uncertainty_score":0.20809813},"labels":[],"label_agreement":null},{"id":"W4200076309","doi":"10.17742/image.mm.12.2.7","title":"Resilience in Pandemic Sensemaking: Thinking Through a Community of Practice","year":2021,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","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":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sensemaking; Resilience (materials science); Pandemic; Community resilience; Psychology; Sociology; Coronavirus disease 2019 (COVID-19); Political science; Public relations; Computer science; Medicine","score_opus":0.07667720244029456,"score_gpt":0.49398239440137187,"score_spread":0.4173051919610773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200076309","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":[0.70858824,0.0068539884,0.00055817235,0.01295057,0.0005299786,0.00015406174,0.0000041276558,0.000024435749,0.2703364],"genre_scores_gemma":[0.9875891,0.0027060315,0.008208408,0.000219173,0.00007903562,0.0000021066603,7.092133e-7,0.00000474429,0.0011906709],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976521,0.0007517407,0.00057633145,0.000114610826,0.0006633528,0.00024183636],"domain_scores_gemma":[0.98782206,0.00089832797,0.00063457974,0.00015440436,0.010456206,0.00003443572],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0021377308,0.00011310341,0.00029690473,0.000094866016,0.000993698,0.0008271093,0.00044207173,0.00003343381,0.000015793445],"category_scores_gemma":[0.016278444,0.00008787136,0.00010799545,0.0007888948,0.004800776,0.013405598,0.00022570351,0.0004570851,0.0000028550646],"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":[0.0000838739,0.0007823671,0.05723892,0.00019719874,0.0003639423,0.00045890655,0.71714616,0.00031721304,0.01336869,0.19927694,0.003213371,0.00755244],"study_design_scores_gemma":[0.001084729,0.00008154791,0.046018984,0.0005952186,0.00013096504,0.00014758915,0.8346955,0.000011481566,0.0017993903,0.0754422,0.039719585,0.00027277123],"about_ca_topic_score_codex":0.0003303162,"about_ca_topic_score_gemma":0.00089979765,"teacher_disagreement_score":0.27900085,"about_ca_system_score_codex":0.00015093954,"about_ca_system_score_gemma":0.00017462751,"threshold_uncertainty_score":0.9979076},"labels":[],"label_agreement":null},{"id":"W4200169073","doi":"10.1386/jem_00058_1","title":"Living in lost futures","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Media","topic":"Disaster Management and Resilience","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":"McMaster University","funders":"","keywords":"Futures contract; Anthropocene; Coronavirus disease 2019 (COVID-19); Politics; Pandemic; Environmental crisis; History; Sociology; Media studies; Political science; Environmental ethics; Business; Law; Medicine; Philosophy","score_opus":0.008570841942715486,"score_gpt":0.24527958683168596,"score_spread":0.23670874488897048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200169073","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":[0.9721693,0.0009544423,0.00000826157,0.00054668594,0.00065503136,0.000024060917,7.0773405e-7,0.0000014511531,0.025640052],"genre_scores_gemma":[0.99644876,0.0010798866,0.00017331558,0.00013722813,0.0003722403,2.0729978e-7,2.0658338e-7,0.0000030795325,0.0017851047],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916416,0.00009963186,0.00017093189,0.000061141414,0.00037118635,0.0001329313],"domain_scores_gemma":[0.99967235,0.000110782574,0.00009026876,0.000047667465,0.0000037994519,0.000075129356],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034522708,0.00004175347,0.00008675626,0.00005306595,0.000058859594,0.000030530486,0.00014581176,0.000029027105,0.0017633555],"category_scores_gemma":[0.00011303908,0.000036461992,0.000046292054,0.00008617166,0.00012051872,0.00021960287,0.000054249896,0.00010436361,0.00004349198],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033543754,0.0011064304,0.68369544,0.000021513755,0.00005811726,0.0017794858,0.1532486,0.000092724295,0.014200151,0.0028899908,0.0052214386,0.13765255],"study_design_scores_gemma":[0.00021757945,0.000026719335,0.85937893,0.00009275751,0.000012711497,0.000009920176,0.10363096,0.00000271141,0.00019043373,0.0004768315,0.03587102,0.000089407644],"about_ca_topic_score_codex":0.000008610226,"about_ca_topic_score_gemma":0.00042547766,"teacher_disagreement_score":0.17568348,"about_ca_system_score_codex":0.000076360826,"about_ca_system_score_gemma":0.000031103074,"threshold_uncertainty_score":0.99914914},"labels":[],"label_agreement":null},{"id":"W4200239590","doi":"10.5070/nc32254022","title":"Lament during the Pandemic","year":2021,"lang":"en","type":"article","venue":"New Chaucer Studies Pedagogy and Profession","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":"Dalhousie University","funders":"","keywords":"Lament; Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Medicine; Art; Literature; Outbreak; Infectious disease (medical specialty); Internal medicine","score_opus":0.07126355232146758,"score_gpt":0.44516018571597193,"score_spread":0.37389663339450435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200239590","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":[0.93301,0.013864788,0.000011789476,0.0267584,0.0011180167,0.00018937874,3.6475953e-7,0.000050512084,0.024996785],"genre_scores_gemma":[0.80744714,0.016073516,0.0000201113,0.00042873688,0.00037997318,0.000012390544,5.228293e-7,0.0000036940003,0.17563392],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991255,0.00018980887,0.00009915544,0.00017879554,0.00019728295,0.00020946693],"domain_scores_gemma":[0.99966866,0.00008830637,0.00004081677,0.00011111703,0.0000432655,0.00004782083],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00030482502,0.00007226835,0.000102645805,0.00001592262,0.0013545402,0.000032593096,0.00010368109,0.000044476004,0.00012312214],"category_scores_gemma":[0.000065500244,0.0000431469,0.000025181005,0.00011634285,0.000195449,0.000097505756,0.00027540207,0.00011109949,0.00001751809],"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":[0.00008050102,0.00007510342,0.24112296,0.00020026782,0.00019308896,0.0000385933,0.46146393,0.00000277466,0.00094939105,0.02199159,0.022045786,0.251836],"study_design_scores_gemma":[0.00055856776,0.00002375968,0.12850684,0.00018045244,0.000041598265,0.0000020941225,0.4658901,0.0000025479537,0.00018116548,0.003947377,0.40048906,0.00017640671],"about_ca_topic_score_codex":0.00014189103,"about_ca_topic_score_gemma":0.004019727,"teacher_disagreement_score":0.37844327,"about_ca_system_score_codex":0.000025844376,"about_ca_system_score_gemma":0.000108499364,"threshold_uncertainty_score":0.9999456},"labels":[],"label_agreement":null},{"id":"W4200295656","doi":"10.1007/s13753-021-00385-z","title":"A Global Analysis of the Relationship Between Urbanization and Fatalities in Earthquake-Prone Areas","year":2021,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Key Research and Development Program of China; Beijing Normal University; National Natural Science Foundation of China","keywords":"Urbanization; Geography; Population; Context (archaeology); Population growth; Natural hazard; Socioeconomics; Environmental protection; Economic growth; Environmental health; Economics; Medicine","score_opus":0.027385979578653425,"score_gpt":0.33444737010247577,"score_spread":0.30706139052382236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200295656","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":[0.99382603,0.00011479733,0.0010523403,0.0010359084,0.000313959,0.000042364547,0.000018320752,0.000002142552,0.0035941186],"genre_scores_gemma":[0.9994114,0.00003142722,0.00016545666,0.000032860105,0.00006281505,4.186424e-7,0.0000011928618,0.0000012858369,0.00029315735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981543,0.00017885328,0.0003409547,0.00013012829,0.0010760125,0.00011975955],"domain_scores_gemma":[0.9988164,0.00019281637,0.00037085425,0.00010526866,0.00045938295,0.000055278626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011066354,0.00005063725,0.0001258328,0.0002098778,0.00015340776,0.00018327746,0.00062963145,0.00002314236,0.00002480531],"category_scores_gemma":[0.001400798,0.00003737334,0.000074651434,0.002213481,0.00077708665,0.0007315403,0.00015941105,0.00007465738,7.258701e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049644323,0.00002836089,0.971892,0.0000015430951,0.000060028022,0.000002712427,0.0070517357,0.00036300797,0.0000064906235,0.017252976,0.000009838584,0.0033263324],"study_design_scores_gemma":[0.00014243022,0.0000080391455,0.98462915,0.0000466509,0.00011399504,0.0000014967502,0.008483959,0.00009018793,0.000013769342,0.006307993,0.000122485,0.000039856073],"about_ca_topic_score_codex":0.00027718706,"about_ca_topic_score_gemma":0.0027565365,"teacher_disagreement_score":0.012737127,"about_ca_system_score_codex":0.000088547415,"about_ca_system_score_gemma":0.00027801457,"threshold_uncertainty_score":0.2863208},"labels":[],"label_agreement":null},{"id":"W4200490179","doi":"10.33423/ajm.v21i6.4854","title":"Response to the Call: Has This Close Call Been a Wake Up Call?","year":2021,"lang":"en","type":"article","venue":"American Journal of Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Government of Canada; Australian Government","keywords":"Government (linguistics); Call management; Call centre; Service (business); Business; Telecommunications; Wake; Key (lock); Telecommunications service; Call control; Computer security; Public relations; Computer science; Marketing; Political science; Engineering; Linguistics","score_opus":0.01874527596268152,"score_gpt":0.29726956060597587,"score_spread":0.2785242846432944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200490179","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":[0.44189894,0.000483904,0.0037084473,0.37027207,0.002324033,0.0008311065,0.000007669572,0.00006665122,0.1804072],"genre_scores_gemma":[0.860842,0.00043144243,0.0018574428,0.008391564,0.00029525094,0.000012753491,6.8054624e-7,0.000018023524,0.12815085],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99692535,0.00085897744,0.0004256755,0.0002489389,0.0010905238,0.00045050783],"domain_scores_gemma":[0.998631,0.0001961172,0.00032485952,0.00037533266,0.00020695917,0.00026570825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002550183,0.00014627782,0.0002729243,0.0001709456,0.000490778,0.00031293865,0.0009844138,0.000022537886,0.00025287908],"category_scores_gemma":[0.0002391688,0.000101548154,0.00018216661,0.0009434592,0.00053224806,0.00018961265,0.0003526998,0.00019612102,0.00016297965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085805746,0.00024640176,0.0013059038,0.000020185038,0.00045751597,0.001291033,0.0432083,0.00024891194,0.00009701301,0.0064687133,0.518443,0.42735496],"study_design_scores_gemma":[0.00030570684,0.00025056096,0.01028564,0.000056583736,0.000093669136,0.000006924409,0.026794016,0.000009367807,0.000016347703,0.00013160132,0.9619003,0.00014931471],"about_ca_topic_score_codex":0.00058256165,"about_ca_topic_score_gemma":0.001259471,"teacher_disagreement_score":0.44345725,"about_ca_system_score_codex":0.00016212833,"about_ca_system_score_gemma":0.00018735588,"threshold_uncertainty_score":0.41410136},"labels":[],"label_agreement":null},{"id":"W4200621398","doi":"10.1108/dpm-03-2021-0097","title":"Cross-country use of participatory research methods in practice to enhance inclusive decision-making","year":2021,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"University of Toronto","funders":"","keywords":"Context (archaeology); Engineering ethics; Discipline; Originality; Sociology; Participatory action research; Citizen journalism; Public relations; Work (physics); Value (mathematics); Focus group; Knowledge management; Political science; Engineering; Qualitative research; Social science; Computer science","score_opus":0.1181729538264653,"score_gpt":0.5902786728131978,"score_spread":0.4721057189867325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200621398","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":[0.8476549,0.00016644495,0.09903697,0.0017792763,0.0016680767,0.00048724108,0.0000040030723,0.000017335089,0.049185798],"genre_scores_gemma":[0.91849536,0.0010746125,0.07210772,0.00076911546,0.00022986485,0.000028427627,0.000005205322,0.000011270789,0.007278421],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697787,0.0010583167,0.00041384023,0.0002719665,0.0010198642,0.00025815013],"domain_scores_gemma":[0.99858546,0.00033955416,0.00015910571,0.00015080223,0.0006537089,0.000111346104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040700226,0.00007898195,0.00011074022,0.0003966368,0.00027456417,0.0008512523,0.0004070735,0.000039744205,0.00030999532],"category_scores_gemma":[0.0010768007,0.00007971049,0.000047064837,0.00043377976,0.00016357515,0.002229995,0.0005668968,0.00017571595,0.000008268385],"study_design_candidate":"design_other","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":[0.00041764072,0.00081867346,0.01900228,0.00003758522,0.00022100263,0.00031693839,0.04304953,0.0004849741,0.00024536625,0.119485,0.00080169324,0.8151193],"study_design_scores_gemma":[0.0011882328,0.00020971618,0.14686507,0.001965066,0.00009713408,0.000026935455,0.17057443,0.00061872456,0.00021801173,0.039601978,0.6381557,0.0004790058],"about_ca_topic_score_codex":0.00004672407,"about_ca_topic_score_gemma":0.0007420339,"teacher_disagreement_score":0.81464034,"about_ca_system_score_codex":0.000128714,"about_ca_system_score_gemma":0.00007396569,"threshold_uncertainty_score":0.82086456},"labels":[],"label_agreement":null},{"id":"W4200634209","doi":"","title":"Evaluation of arts education in humanitarian emergencies: evidence for practice","year":2021,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","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":"Université du Québec à Chicoutimi","funders":"","keywords":"The arts; Medical education; Computer science; Political science; Medicine; Law","score_opus":0.093688640938036,"score_gpt":0.38377026163554234,"score_spread":0.2900816206975063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200634209","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":[0.3949867,0.01078186,0.045787763,0.030384608,0.0019041084,0.004101974,0.000017296681,0.00011420266,0.5119215],"genre_scores_gemma":[0.9691461,0.001721707,0.020365717,0.00008584024,0.00005393516,0.00032427264,0.00013310152,0.00001860306,0.008150758],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9885243,0.008900008,0.0005277116,0.00057427643,0.0012173317,0.0002563615],"domain_scores_gemma":[0.9877492,0.0020851863,0.00066164555,0.0009896241,0.00843451,0.00007980679],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030198904,0.0001607746,0.00023159245,0.00021390867,0.00032600306,0.00031920546,0.0009154929,0.00017599066,0.00022009118],"category_scores_gemma":[0.026206965,0.00018987987,0.00013238414,0.00046408613,0.00024552937,0.00057640014,0.0004788774,0.00023181789,0.0000053350204],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027432949,0.0025250136,0.0025703106,0.0006250001,0.00012448186,0.000001058243,0.27244812,0.00059247576,0.0009141332,0.34651312,0.003080215,0.37057862],"study_design_scores_gemma":[0.0035121206,0.000007136133,0.06693356,0.052264012,0.003107192,0.0000040811656,0.39346996,0.06184259,0.017933182,0.14099534,0.25625673,0.003674104],"about_ca_topic_score_codex":0.0106975,"about_ca_topic_score_gemma":0.068039484,"teacher_disagreement_score":0.5741594,"about_ca_system_score_codex":0.00031334488,"about_ca_system_score_gemma":0.003632141,"threshold_uncertainty_score":0.9986143},"labels":[],"label_agreement":null},{"id":"W4205372033","doi":"10.3386/w29621","title":"Mandated vs. Voluntary Adaptation to Natural Disasters: The Case of U.S. Wildfires","year":2021,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Federal Emergency Management Agency","keywords":"Adaptation (eye); Natural disaster; Natural (archaeology); Turnover; Climate change adaptation; Geography; Forestry; Climate change; Psychology; Meteorology; Economics; Archaeology; Geology; Oceanography; Neuroscience; Management","score_opus":0.27843501846875723,"score_gpt":0.5212802324549289,"score_spread":0.2428452139861717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205372033","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":[0.18312514,0.0015928785,0.000010958663,0.008070762,0.0021249922,0.0015773922,0.00021394722,0.000020395,0.80326355],"genre_scores_gemma":[0.9735009,0.00067866535,0.000080650534,0.000040124603,0.00062046794,0.000046450234,0.00030874577,0.000014500779,0.024709484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664783,0.0005240584,0.0005287961,0.00038535355,0.001583708,0.0003302353],"domain_scores_gemma":[0.99677116,0.0010327256,0.00026224044,0.00026493234,0.0015802992,0.000088636676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006012281,0.00013222778,0.00030033765,0.00046308106,0.00036029326,0.00012754911,0.0007021838,0.00014994999,0.0005107091],"category_scores_gemma":[0.0016278645,0.00010681584,0.00014095893,0.00044578282,0.0007148577,0.0002498167,0.0002987102,0.00036460368,0.00003869619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036464838,0.0003187143,0.0021485437,0.00067342934,0.00087264425,0.0003238761,0.03147521,0.0028940984,0.000065913686,0.2989175,0.5951036,0.066841826],"study_design_scores_gemma":[0.0014399773,0.000500755,0.009595839,0.0016198353,0.00021447692,0.00016709506,0.17358595,0.0052803555,0.0002579116,0.110612415,0.69537956,0.0013458364],"about_ca_topic_score_codex":0.06559948,"about_ca_topic_score_gemma":0.05146198,"teacher_disagreement_score":0.79037577,"about_ca_system_score_codex":0.00080013496,"about_ca_system_score_gemma":0.003198786,"threshold_uncertainty_score":0.96584636},"labels":[],"label_agreement":null},{"id":"W4205754573","doi":"10.20944/preprints202102.0367.v2","title":"An Emergency Management Doctrine","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Armed Forces","keywords":"Emergency management; Doctrine; Preparedness; Process management; Agency (philosophy); CLARITY; Risk analysis (engineering); Process (computing); Business; Risk management; Operations management; Computer science; Engineering; Political science; Law; Sociology","score_opus":0.11562920848064549,"score_gpt":0.4063743455942846,"score_spread":0.2907451371136391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205754573","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":[0.56866384,0.00013494327,0.00021656234,0.0005591961,0.0020479546,0.0006182806,0.0000027289227,0.00022721494,0.42752928],"genre_scores_gemma":[0.9351464,0.0032368195,0.0002995736,0.000097685486,0.0004750982,0.00016501143,0.000051668707,0.000028136172,0.060499616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99616987,0.00042109325,0.0005181615,0.0013208067,0.0009355748,0.00063448056],"domain_scores_gemma":[0.9975978,0.000014974821,0.00025697437,0.0016851574,0.0001562354,0.00028883095],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012528728,0.00033502275,0.00035094997,0.00019577246,0.00043616598,0.00013702041,0.0019777247,0.00025279564,0.012809113],"category_scores_gemma":[0.00007016384,0.00036538576,0.00024859162,0.00040491697,0.00020156502,0.0003508843,0.0030600745,0.0005026546,0.0013100425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003553418,0.0010839514,0.89707386,0.00071305176,0.0004930857,0.00025870287,0.030836605,0.000878684,0.00054151716,0.047814526,0.0011579643,0.019112512],"study_design_scores_gemma":[0.00037397924,0.000020307752,0.77816653,0.00028007597,0.0002557118,6.8997616e-7,0.02484873,0.00009466765,0.00062435545,0.008391536,0.18571962,0.0012237763],"about_ca_topic_score_codex":0.0013651698,"about_ca_topic_score_gemma":0.0010384519,"teacher_disagreement_score":0.36702967,"about_ca_system_score_codex":0.00015220375,"about_ca_system_score_gemma":0.00012252128,"threshold_uncertainty_score":0.99987984},"labels":[],"label_agreement":null},{"id":"W4205900454","doi":"10.29173/cjnser.2021v12n2a547","title":"Does Covid Portend a Shocking Future for Nonprofits?","year":2021,"lang":"en","type":"article","venue":"Canadian journal of nonprofit and social economy research","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":true,"route_about_ca":false,"ca_institutions":"Canadian Journal of Communication (Canada)","funders":"","keywords":"Preparedness; Coronavirus disease 2019 (COVID-19); Surprise; 2019-20 coronavirus outbreak; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public relations; Shock (circulatory); Political science; Sociology; Medicine; Law; Outbreak; Virology; Infectious disease (medical specialty)","score_opus":0.0805076831682615,"score_gpt":0.3873648886091766,"score_spread":0.3068572054409151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205900454","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":[0.5714731,0.0026179124,0.00024246161,0.1455708,0.0027468095,0.0011342369,0.00005098374,0.000017620852,0.27614602],"genre_scores_gemma":[0.9824007,0.00015749664,0.00018925806,0.00054291956,0.0036149619,0.000014706488,0.00000465391,0.000013594893,0.013061672],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837744,0.0002287158,0.0002783702,0.00019925385,0.00025051436,0.0006656894],"domain_scores_gemma":[0.9982083,0.00015757635,0.0001122695,0.00007989257,0.0008040786,0.000637923],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025364964,0.000087703775,0.00022857352,0.00026608096,0.0021543165,0.0005688679,0.00033969848,0.00013282335,0.0003962496],"category_scores_gemma":[0.00021074511,0.00006807697,0.000120235,0.0002984631,0.0006382915,0.0004104522,0.00003553657,0.00032073277,0.0000052730866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011524401,0.000060714985,0.110454604,0.0004027301,0.0003232415,0.00084250834,0.11671279,0.0000027071562,0.00007518938,0.5257633,0.07438443,0.17086256],"study_design_scores_gemma":[0.00038114778,0.000048516955,0.0025754173,0.000022831593,0.000015210506,0.0000048479333,0.11874436,0.000005739736,0.000024418068,0.014219675,0.863835,0.00012286661],"about_ca_topic_score_codex":0.002551484,"about_ca_topic_score_gemma":0.1503854,"teacher_disagreement_score":0.7894505,"about_ca_system_score_codex":0.00023541664,"about_ca_system_score_gemma":0.004989148,"threshold_uncertainty_score":0.99914473},"labels":[],"label_agreement":null},{"id":"W4206282659","doi":"10.18174/558900","title":"Kwaliteit van ruimtelijke data (ISOR)","year":2021,"lang":"nl","type":"report","venue":"","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":"Nexen (Canada)","funders":"","keywords":"Political science; Humanities; Welfare economics; Cartography; Geography; Art; Economics","score_opus":0.1642958010407487,"score_gpt":0.39663513902752146,"score_spread":0.23233933798677275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206282659","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038709686,0.0050521153,0.00030203478,0.001895385,0.0057888767,0.00063164305,0.00015714462,0.00016371759,0.985622],"genre_scores_gemma":[0.0065887333,0.026928853,0.0004177076,0.000592094,0.0025502124,0.00001473505,0.0015201409,0.00005226166,0.96133524],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919542,0.00046828008,0.0010617238,0.002130299,0.0032349043,0.0011505709],"domain_scores_gemma":[0.99481785,0.00023102261,0.00059213524,0.0035263528,0.00041031116,0.00042234344],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0029478671,0.0006205364,0.00091649103,0.0001917302,0.00084205985,0.0013102256,0.0051228926,0.00061240466,0.060216304],"category_scores_gemma":[0.00074587285,0.0005453896,0.0003128453,0.0013150636,0.0008043057,0.00096199184,0.004483566,0.0005771017,0.0055927397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064488495,0.00033836247,0.002108488,0.000528398,0.00042045562,0.0004117048,0.0024684218,0.0000053593867,0.0000067491696,0.012052188,0.85628504,0.12536842],"study_design_scores_gemma":[0.00014615162,0.000027579217,0.00066994724,0.00033655798,0.00031928692,0.00000562984,0.01958807,0.00008786403,0.0000024175706,0.00065790076,0.9774012,0.0007574271],"about_ca_topic_score_codex":0.00518566,"about_ca_topic_score_gemma":0.0057312413,"teacher_disagreement_score":0.12461099,"about_ca_system_score_codex":0.00018660031,"about_ca_system_score_gemma":0.0022563972,"threshold_uncertainty_score":0.99972653},"labels":[],"label_agreement":null},{"id":"W4206350814","doi":"10.46692/9781847429575.005","title":"Ethnic minorities and community safety","year":2006,"lang":"en","type":"other","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Geography; Sociology; Anthropology","score_opus":0.03223501725013675,"score_gpt":0.3126481790236021,"score_spread":0.2804131617734653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206350814","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010314699,0.00093284674,0.000027712189,0.0001466704,0.0001807665,0.00013365755,0.000005274736,0.00014875914,0.9983212],"genre_scores_gemma":[0.001427629,0.00076612184,0.000095711504,0.00009422709,0.00017638241,0.000002380238,0.0000072812795,0.00003313346,0.9973971],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992794,0.00026701955,0.00006447916,0.000082974635,0.00015820254,0.00014792562],"domain_scores_gemma":[0.99972177,0.000059330745,0.000038311773,0.00014102884,0.000006021828,0.000033524808],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030585416,0.000081432154,0.000102104976,0.00006442713,0.00033013435,0.00005007069,0.00022789265,0.00011772762,0.0016269883],"category_scores_gemma":[0.000013212082,0.00006925333,0.000021967453,0.000076421224,0.00051896245,0.00003568619,0.00009068271,0.00016130025,0.000043847085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.984486e-7,0.000021026657,0.00049365597,0.00003596533,0.00000784172,6.05751e-7,0.002182066,3.270108e-8,9.087853e-8,0.023239851,0.9652818,0.0087364055],"study_design_scores_gemma":[0.000049995757,0.000006156691,0.0015058678,0.000034646717,0.000009132407,3.197146e-8,0.011415631,2.5047137e-7,9.6148746e-8,0.00054483826,0.98633415,0.00009921447],"about_ca_topic_score_codex":0.08025569,"about_ca_topic_score_gemma":0.3326124,"teacher_disagreement_score":0.2523567,"about_ca_system_score_codex":0.000012627182,"about_ca_system_score_gemma":0.000017083059,"threshold_uncertainty_score":0.99928564},"labels":[],"label_agreement":null},{"id":"W4206574461","doi":"10.31235/osf.io/qa4z7","title":"Establishing priorities for Pennsylvania community flood resilience","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universitat Politècnica de València; Canadian Centre for Applied Research in Cancer Control; Pennsylvania State University; University of Pennsylvania","keywords":"Resilience (materials science); Listing (finance); Community resilience; Flood myth; Flooding (psychology); Pandemic; White (mutation); Griffin; Political science; State (computer science); Coronavirus disease 2019 (COVID-19); Environmental planning; Environmental resource management; Geography; Engineering; Psychology; Business; Computer science; Medicine; Archaeology; Environmental science","score_opus":0.06545540681179991,"score_gpt":0.36952768080827963,"score_spread":0.30407227399647974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206574461","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16262853,0.00028844568,0.0028415578,0.0019017487,0.0033022454,0.0019990744,0.00007424735,0.00044622552,0.82651794],"genre_scores_gemma":[0.8149624,0.00036000414,0.0051648933,0.000553251,0.00056823605,0.0005173737,0.000070443086,0.000037712234,0.17776571],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713844,0.0008126427,0.00031359913,0.0004176225,0.00077019725,0.0005474881],"domain_scores_gemma":[0.9979871,0.00084895384,0.00019113936,0.0007326994,0.00012128381,0.00011883138],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030547008,0.00022090739,0.00029256206,0.0001471532,0.0034314774,0.0010190264,0.002734111,0.0001606046,0.0012773153],"category_scores_gemma":[0.0009411551,0.00022668079,0.00017572792,0.00024813353,0.00048671232,0.000478821,0.0033619297,0.0010178818,0.000011513936],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110662564,0.0005350425,0.012194199,0.0016473546,0.00015949034,0.000013356973,0.23966095,0.0022185799,0.0000517516,0.60067683,0.10733925,0.035392538],"study_design_scores_gemma":[0.0003183904,0.00010118929,0.0037296386,0.00012548533,0.000083166415,2.1008846e-7,0.28442457,0.00027794612,0.000016754348,0.06730329,0.64287406,0.0007452692],"about_ca_topic_score_codex":0.016567461,"about_ca_topic_score_gemma":0.01810879,"teacher_disagreement_score":0.65233386,"about_ca_system_score_codex":0.00021105265,"about_ca_system_score_gemma":0.00047989428,"threshold_uncertainty_score":0.9998082},"labels":[],"label_agreement":null},{"id":"W4206618014","doi":"10.1002/0471686786.ebd0121","title":"<scp>TOPOFF</scp> 2","year":2005,"lang":"en","type":"other","venue":"Encyclopedia of Bioterrorism Defense","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Natural disaster; State (computer science); Terrorism; Test (biology); Emergency management; Public administration; Emergency response; Political science; Operations research; Engineering; Aeronautics; Geography; Computer science; Sociology; Law; Medicine; Meteorology; Medical emergency; Social science","score_opus":0.009203330449894674,"score_gpt":0.26470841011522855,"score_spread":0.25550507966533387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206618014","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006937463,0.0021848388,0.00007341002,0.00028784224,0.0021628712,0.00048432752,0.000035265024,0.00027514325,0.99380255],"genre_scores_gemma":[0.001362738,0.009508332,0.0007482177,0.00013109848,0.0024937738,0.000014389342,0.000019890414,0.00021117357,0.9855104],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975741,0.00017140018,0.0003742224,0.00050443097,0.0007709983,0.00060485664],"domain_scores_gemma":[0.9986637,0.00012409681,0.00043851073,0.0005273722,0.000035387046,0.00021088815],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035444787,0.00034564405,0.00045917276,0.00042028952,0.00013498502,0.000055327473,0.0007965357,0.0006059743,0.002957328],"category_scores_gemma":[0.00023101519,0.00032856938,0.00021575078,0.00039993488,0.00060301746,0.00013296417,0.00015994825,0.00026756997,0.0010816051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001489643,0.000083321625,0.00025654002,0.000057936617,0.000048307345,0.000020663227,0.008469621,6.241797e-7,0.000003052447,0.0029960377,0.97252595,0.015536466],"study_design_scores_gemma":[0.0001871784,0.000030131061,0.0002090189,0.0001317425,0.00006750033,4.6758112e-7,0.0039982754,0.000001262229,0.0000049708215,0.00018846364,0.9950332,0.00014778342],"about_ca_topic_score_codex":0.0018594078,"about_ca_topic_score_gemma":0.0030009227,"teacher_disagreement_score":0.022507265,"about_ca_system_score_codex":0.000051438703,"about_ca_system_score_gemma":0.00015111789,"threshold_uncertainty_score":0.9999166},"labels":[],"label_agreement":null},{"id":"W4206743446","doi":"10.53910/26531313-e200471427-429182","title":"Mitigating natural disasters: The role of eco-ethics","year":2004,"lang":"en","type":"article","venue":"Ekistics and the new habitat","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Safeguarding; Executive director; Natural disaster; Library science; Natural hazard; Political science; Environmental studies; Management; Engineering; Sociology; Geography; Law","score_opus":0.009803426352768024,"score_gpt":0.27351785199817147,"score_spread":0.2637144256454034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206743446","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":[0.48844728,0.0054719737,0.0015921227,0.070655696,0.0016957283,0.00086637796,0.000010537622,0.000064115484,0.43119618],"genre_scores_gemma":[0.99729973,0.0001241156,0.00029911994,0.00032778867,0.00017851597,0.0000017846577,7.9600807e-7,0.0000038013807,0.0017643599],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99928015,0.0000950204,0.00011805207,0.00009023406,0.00026144832,0.00015509178],"domain_scores_gemma":[0.999254,0.00048494025,0.00007017235,0.00011506878,0.000033308228,0.000042508025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060407456,0.00006019207,0.000083694955,0.0000123843765,0.0005301815,0.000108760956,0.0002732627,0.00003078385,0.000007228513],"category_scores_gemma":[0.00042805684,0.000030814328,0.000041308675,0.00010621174,0.0010981454,0.000067367146,0.00008637949,0.00016130022,0.0000062855497],"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":[0.000011966374,0.000009335458,0.0003933267,0.000007745904,0.000013110518,5.154908e-7,0.053533632,0.000050193914,0.000032875003,0.93899125,0.00016231784,0.006793743],"study_design_scores_gemma":[0.0010401255,0.00003324828,0.001287426,0.00009214211,0.000060718863,8.3526254e-7,0.095156364,0.00031321778,0.00012772632,0.83982074,0.06192564,0.00014183622],"about_ca_topic_score_codex":0.0011843948,"about_ca_topic_score_gemma":0.0026027304,"teacher_disagreement_score":0.5088524,"about_ca_system_score_codex":0.0000111273475,"about_ca_system_score_gemma":0.000067124165,"threshold_uncertainty_score":0.40777814},"labels":[],"label_agreement":null},{"id":"W4210262493","doi":"10.2196/31719","title":"Health Education-Based Intervention in Flood Disaster Preparedness for Communities in Selangor: Randomized Controlled Trial (Preprint)","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Preparedness; Intervention (counseling); Flood myth; Randomized controlled trial; Medicine; Medical education; Medical emergency; Nursing; Psychology; Environmental health; Geography; Political science; Computer science; World Wide Web","score_opus":0.05553115123461242,"score_gpt":0.464624903294607,"score_spread":0.40909375205999454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210262493","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":[0.94586223,0.00032713288,0.0008945296,0.0046736333,0.00054805237,0.014816678,0.000008276172,0.00003005097,0.032839444],"genre_scores_gemma":[0.9868875,0.00006617451,0.00007328657,0.000083573424,0.00006426551,0.009058716,0.000056685567,0.000006737076,0.0037030461],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99189436,0.0062459446,0.0006527829,0.00016775544,0.00057778903,0.00046138378],"domain_scores_gemma":[0.9968246,0.00238371,0.00015546675,0.00022795002,0.00033183134,0.00007639843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011879983,0.000093776434,0.00060165214,0.0004218432,0.0003452144,0.0002226633,0.00034959728,0.000057330137,0.00019029409],"category_scores_gemma":[0.00096006657,0.000076992874,0.00021296108,0.00059544307,0.0003550446,0.00042120504,0.00012620632,0.00024755287,0.000015064703],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.4377014,0.0029114825,0.0004487565,0.0003852553,0.000049566457,8.363758e-7,0.51533484,0.00007184644,0.0000015598121,0.02208319,0.0020647573,0.018946495],"study_design_scores_gemma":[0.6397677,0.00014774952,0.00017412672,0.000406323,0.0000033575445,6.432378e-8,0.35063064,0.0023756777,0.0000057759107,0.0037267075,0.0026720546,0.000089774956],"about_ca_topic_score_codex":0.0038388968,"about_ca_topic_score_gemma":0.037760623,"teacher_disagreement_score":0.20206635,"about_ca_system_score_codex":0.00048197908,"about_ca_system_score_gemma":0.0012137416,"threshold_uncertainty_score":0.9797977},"labels":[],"label_agreement":null},{"id":"W4210344040","doi":"10.1016/j.ijdrr.2022.102840","title":"Gendered experience of disaster: Women's account of evacuation, relief and recovery in Nepal","year":2022,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Nuffic; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; McGill University","keywords":"Ethnic group; Citizenship; Neighbourhood (mathematics); Debt; Ethnography; Sociology; Gender studies; Emergency management; Caste; Political science; Business; Law; Finance","score_opus":0.011806855384294804,"score_gpt":0.2927570259480595,"score_spread":0.2809501705637647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210344040","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":[0.99590343,0.00016118294,0.00014458326,0.00037390494,0.0017005784,0.00012156825,0.000014881239,0.000003773618,0.0015760685],"genre_scores_gemma":[0.9985095,0.0005732274,0.00019063588,0.000017495013,0.00021373942,0.000012922651,0.0000025130694,0.000006081381,0.0004738817],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977774,0.0002672375,0.0006144335,0.00014758737,0.0010454685,0.00014788623],"domain_scores_gemma":[0.9986736,0.00005485584,0.0008688695,0.000092688315,0.0002566318,0.000053332908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008800001,0.000082201215,0.00018450266,0.00035393555,0.00010568188,0.000049823368,0.0004326953,0.0000290493,0.00031433877],"category_scores_gemma":[0.00014973331,0.000079039455,0.00007177043,0.00025630806,0.00023808188,0.00079679757,0.00014238391,0.00015748892,7.849256e-7],"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":[0.0020801185,0.0014099126,0.10019544,0.000051048002,0.0003690094,0.000017632201,0.7455676,0.0040364834,0.013404431,0.004103166,0.0008690011,0.12789617],"study_design_scores_gemma":[0.0017528683,0.00072938367,0.05855205,0.00016428657,0.00005712846,0.00003294564,0.9199824,0.00029853874,0.00084691937,0.009968335,0.007336377,0.0002788178],"about_ca_topic_score_codex":0.00026789148,"about_ca_topic_score_gemma":0.000039169314,"teacher_disagreement_score":0.17441475,"about_ca_system_score_codex":0.0002611251,"about_ca_system_score_gemma":0.00010124461,"threshold_uncertainty_score":0.34417892},"labels":[],"label_agreement":null},{"id":"W4210363723","doi":"10.1016/b978-0-12-819078-4.02001-3","title":"Introduction","year":2020,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","score_opus":0.016648898721990536,"score_gpt":0.25600510513264485,"score_spread":0.2393562064106543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210363723","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002068009,0.0002030988,0.0000032099576,0.004335351,0.0011325919,0.00033448727,0.0000025250406,0.00012097097,0.99386567],"genre_scores_gemma":[0.0002575,0.00013156889,0.00006221834,0.0004641667,0.0050707427,0.000007706119,0.0000075853973,0.000026798874,0.9939717],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878407,0.000030215475,0.00018446465,0.00036763944,0.0004380526,0.00019557295],"domain_scores_gemma":[0.99947655,0.000014896869,0.00012116471,0.00022393325,0.000044654513,0.00011878066],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019427006,0.00017202787,0.00020718083,0.00006612672,0.0002568727,0.00010210138,0.0003387172,0.0001565967,0.0016132953],"category_scores_gemma":[0.000027144084,0.00016684392,0.00012187435,0.000015188153,0.00033620445,0.00006370772,0.00010214901,0.00022898607,0.0018067692],"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":[0.0000028516904,0.0000013974184,6.262623e-7,0.00001592187,0.000019084857,0.0000065514487,0.001290671,1.0635845e-7,0.0000017640655,0.2688392,0.010754074,0.71906775],"study_design_scores_gemma":[0.000043277123,0.000016400458,0.0000023069463,0.00003598631,0.000045401914,2.2763962e-7,0.00016754122,5.0974637e-7,0.0000014494623,0.024014961,0.9754822,0.00018973509],"about_ca_topic_score_codex":0.0000013339451,"about_ca_topic_score_gemma":0.000104931176,"teacher_disagreement_score":0.9647281,"about_ca_system_score_codex":0.00006207644,"about_ca_system_score_gemma":0.000085110536,"threshold_uncertainty_score":0.99929935},"labels":[],"label_agreement":null},{"id":"W4210702920","doi":"10.32396/usurj.v6i3.593","title":"March 2020","year":2021,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","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":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Shut down; Globe; Painting; History; Art history; Visual arts; Art; Economic history; Political science; Engineering; Psychology","score_opus":0.039739225913728554,"score_gpt":0.31946504097780637,"score_spread":0.2797258150640778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210702920","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":[0.35036403,0.0008373611,0.0031829604,0.1418423,0.0006205659,0.0003727283,0.00001350949,0.0000751036,0.50269145],"genre_scores_gemma":[0.89969563,0.0028864688,0.0009973958,0.000024542218,0.00014997958,5.7462156e-8,0.0000024255487,0.000006932892,0.096236564],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.996124,0.0012254253,0.00015415123,0.0002367108,0.0016219313,0.0006377275],"domain_scores_gemma":[0.9981412,0.0002579306,0.00009072051,0.00020634268,0.00092518877,0.00037856583],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026513361,0.00008332542,0.0001742495,0.00022280686,0.0016879657,0.00017587526,0.00074905116,0.000079369776,0.00086458935],"category_scores_gemma":[0.00019740827,0.00009370053,0.00014633934,0.001127345,0.0012254129,0.00042391478,0.00032550242,0.0006250304,0.00010608039],"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":[0.00067069946,0.0019222735,0.03971432,0.00037055498,0.001069339,0.013021094,0.3209246,0.00028961644,0.010500797,0.10162072,0.33986208,0.1700339],"study_design_scores_gemma":[0.00076107983,0.00008498257,0.0027469643,0.000116577234,0.00002439084,0.00002907281,0.5984347,0.000031746036,0.0002025255,0.03213513,0.36524627,0.00018659818],"about_ca_topic_score_codex":0.0019747908,"about_ca_topic_score_gemma":0.014118615,"teacher_disagreement_score":0.5493316,"about_ca_system_score_codex":0.00021122907,"about_ca_system_score_gemma":0.00200458,"threshold_uncertainty_score":0.9996117},"labels":[],"label_agreement":null},{"id":"W4210738311","doi":"10.1016/j.cpa.2021.102413","title":"Special Issue Editorial: Covid and the environment in crisis","year":2022,"lang":"en","type":"article","venue":"Critical Perspectives on Accounting","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Framing (construction); Wildlife; Agency (philosophy); Sociology; Object (grammar); Public relations; Political science; Social science; Ecology; Geography; Biology; Computer science","score_opus":0.010240318433980768,"score_gpt":0.30071804827137305,"score_spread":0.2904777298373923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210738311","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":[0.048146036,0.00056956446,0.00008321262,0.15427947,0.030342886,0.0009690121,0.000010349243,0.0000996192,0.76549983],"genre_scores_gemma":[0.9485289,0.000090892565,0.000028891896,0.0009114759,0.04963264,0.000049831106,3.6248636e-7,0.000007787059,0.00074923784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983181,0.0003283537,0.00012934096,0.00029850143,0.0006434047,0.00028231405],"domain_scores_gemma":[0.9992077,0.0005835003,0.000026394082,0.00011283087,0.000017265655,0.000052349846],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014284712,0.0000787771,0.00011649272,0.00007000913,0.0011904518,0.00020257798,0.0002706341,0.000027485241,0.00202647],"category_scores_gemma":[0.001008662,0.00006393115,0.000039773236,0.00017301475,0.00096355454,0.00023654642,0.00024256266,0.00027799155,0.000037742382],"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":[0.00010945508,0.0001712217,0.00068647176,0.000007775257,0.0000069895827,0.00000975908,0.11304611,0.000053826454,0.0000047975873,0.7901576,0.094194844,0.0015511621],"study_design_scores_gemma":[0.00035357152,0.000020389496,0.00045077974,0.0000027917902,0.0000070988963,1.2045787e-7,0.45273203,0.00002728525,4.0640197e-7,0.009473068,0.53685796,0.000074534655],"about_ca_topic_score_codex":0.00047493097,"about_ca_topic_score_gemma":0.00008075534,"teacher_disagreement_score":0.9003828,"about_ca_system_score_codex":0.0002300439,"about_ca_system_score_gemma":0.000028320525,"threshold_uncertainty_score":0.9988858},"labels":[],"label_agreement":null},{"id":"W4210874883","doi":"10.1007/978-1-4419-1698-3_190","title":"Sensation Avoiding","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Sensation; Psychology; Cognitive psychology","score_opus":0.03195990264934342,"score_gpt":0.27097610646796855,"score_spread":0.23901620381862512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210874883","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028766886,0.000034201636,0.00017559764,0.00063304655,0.00034500533,0.00019511064,3.6654725e-7,0.00008671374,0.9985012],"genre_scores_gemma":[0.009764027,0.00016930266,0.00009529223,0.00016527648,0.00032391475,0.0000020861974,0.0000032532303,0.000009253808,0.9894676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993226,0.000016613385,0.00009409974,0.0001482416,0.00028816718,0.00013029749],"domain_scores_gemma":[0.9997177,0.00003693352,0.00006085175,0.00009976625,0.000037189366,0.00004754836],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019884929,0.00008329567,0.000081138656,0.000058551974,0.00027956,0.00011924731,0.00014754084,0.00011834484,0.014650276],"category_scores_gemma":[0.000017436456,0.00007184824,0.000047456077,0.000013442883,0.00012436687,0.00014552394,0.00004117836,0.00009873142,0.0049154544],"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":[2.1129188e-7,0.0000010775262,0.0000030843205,0.000004359635,0.0000059961653,8.781448e-7,0.0010520745,3.214146e-7,0.0000017471818,0.94356227,0.04091558,0.014452415],"study_design_scores_gemma":[0.00001876017,0.000003612048,0.00000978697,0.000024915644,0.000009499765,3.491774e-8,0.00092404487,0.0000073995207,9.812055e-7,0.057054114,0.9418366,0.000110266694],"about_ca_topic_score_codex":0.0002609807,"about_ca_topic_score_gemma":0.0004456751,"teacher_disagreement_score":0.900921,"about_ca_system_score_codex":0.00003882403,"about_ca_system_score_gemma":0.000027382346,"threshold_uncertainty_score":0.9958593},"labels":[],"label_agreement":null},{"id":"W4211086773","doi":"10.5840/raven20111838","title":"Hamilton, Ontario","year":2011,"lang":"en","type":"article","venue":"Raven A Journal of Vexillology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.06851659831688957,"score_gpt":0.28710170407723046,"score_spread":0.2185851057603409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211086773","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":[0.49821588,0.00012193355,0.0005061837,0.00028987188,0.000998711,0.000052968426,1.2522936e-7,0.000007681855,0.49980664],"genre_scores_gemma":[0.9791802,0.00008081756,0.0011952856,0.00025488218,0.00015238734,5.2230956e-7,9.73122e-8,0.0000039401734,0.019131854],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992032,0.00010892908,0.00022171067,0.00006692856,0.00019341338,0.00020580828],"domain_scores_gemma":[0.999515,0.00002455807,0.0002002661,0.00007673125,0.00009105719,0.000092398615],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005591167,0.000052351053,0.00013905694,0.00010180131,0.00011478834,0.000014774517,0.0003662712,0.00005610043,0.001778736],"category_scores_gemma":[0.000045422374,0.000042032054,0.000078183344,0.00009359486,0.00027001943,0.00015943145,0.000025428437,0.00013277151,0.00006571104],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029311728,0.00045551636,0.14794415,0.000012233118,0.00022545931,0.0007067089,0.5899204,0.000013889936,0.00020369975,0.22347453,0.015049889,0.021700395],"study_design_scores_gemma":[0.0005001912,0.00040525125,0.09641425,0.000022519609,0.00004921536,0.000045499834,0.008469813,0.0000017194462,0.000049314032,0.0151730385,0.8787386,0.00013060162],"about_ca_topic_score_codex":0.00602631,"about_ca_topic_score_gemma":0.03862141,"teacher_disagreement_score":0.8636887,"about_ca_system_score_codex":0.0000732913,"about_ca_system_score_gemma":0.00018778484,"threshold_uncertainty_score":0.99913377},"labels":[],"label_agreement":null},{"id":"W4211089827","doi":"10.1108/dpm-12-2020-0373","title":"Social learning, innovative adaptation and community resilience to disasters: the case of flash floods in Bangladesh","year":2022,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Flash flood; Social learning; Flood myth; Community resilience; Psychological resilience; Citizen journalism; Context (archaeology); Participatory action research; Environmental resource management; Sociology; Public relations; Knowledge management; Psychology; Social psychology; Engineering; Computer science; Geography; Political science; Economics","score_opus":0.03783392590843206,"score_gpt":0.35669486377142456,"score_spread":0.3188609378629925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211089827","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":[0.98355997,0.000015099325,0.0017007729,0.0014489585,0.00024628663,0.0003037516,0.0000030065012,0.000009762224,0.012712412],"genre_scores_gemma":[0.99564177,0.000062650164,0.0001879139,0.00019406171,0.00006856331,0.000032709035,0.0000105022455,0.000005102275,0.0037967335],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99774253,0.001306321,0.00026918275,0.00013551254,0.00040067476,0.00014574692],"domain_scores_gemma":[0.9995561,0.00005022342,0.00017965502,0.00006971577,0.000094452465,0.00004983652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020060886,0.00007875186,0.00008604624,0.00026475964,0.0012738525,0.00023710598,0.00039712203,0.000016031854,0.00009893395],"category_scores_gemma":[0.00004169306,0.00007031248,0.00002944333,0.0003586815,0.00019352756,0.00058819656,0.00047402745,0.00032416417,0.0000011036294],"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":[0.00026788106,0.0006305833,0.014304143,0.000037388036,0.00015068529,0.00018009724,0.5052168,0.0013721667,0.000030432224,0.1480925,0.0008998915,0.3288175],"study_design_scores_gemma":[0.0010701763,0.00034559143,0.047117513,0.000059546262,0.000029705814,0.00006274223,0.91510767,0.0009359514,0.0000025392271,0.0068898397,0.02820216,0.00017654808],"about_ca_topic_score_codex":0.00027044766,"about_ca_topic_score_gemma":0.0023453454,"teacher_disagreement_score":0.40989092,"about_ca_system_score_codex":0.000071311624,"about_ca_system_score_gemma":0.000018948567,"threshold_uncertainty_score":0.97975725},"labels":[],"label_agreement":null},{"id":"W4211222474","doi":"10.1111/1468-5973.12396","title":"China's COVID‐19 pandemic response: A first anniversary assessment","year":2022,"lang":"en","type":"article","venue":"Journal of Contingencies and Crisis Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"China; Crisis management; Restructuring; Bureaucracy; Pandemic; Government (linguistics); Coronavirus disease 2019 (COVID-19); State (computer science); Political science; Politics; Crisis response; State of emergency; Emergency management; Public administration; Public relations; Political economy; Sociology; Law; Medicine","score_opus":0.023358912908996412,"score_gpt":0.325061047903573,"score_spread":0.3017021349945766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211222474","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":[0.8732218,0.0023744612,0.0035529896,0.0487798,0.0011401047,0.0005603933,0.000006817567,0.00005978724,0.07030385],"genre_scores_gemma":[0.9876696,0.0018632966,0.00042018536,0.0009888503,0.00008899778,0.000011488152,5.719818e-7,0.000006702123,0.008950317],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979209,0.00040051094,0.00035614503,0.0001742306,0.0008672521,0.00028098383],"domain_scores_gemma":[0.9991456,0.000080315345,0.00040412968,0.0001283456,0.00005044302,0.000191149],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003936222,0.00010710714,0.00019881436,0.0002552563,0.0015801201,0.00017487125,0.0004800216,0.000020446221,0.00072032126],"category_scores_gemma":[0.00006503548,0.00009712835,0.00011855081,0.00031846442,0.00013216004,0.00027140413,0.00043757344,0.00018158297,0.0000014262918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017820137,0.00087252,0.15158273,0.0003924843,0.0011640406,0.0016251892,0.14320426,0.0038095673,0.0000766242,0.08181468,0.5396149,0.07406098],"study_design_scores_gemma":[0.00048371905,0.00016692712,0.061963126,0.000010895087,0.00008635513,0.000009490859,0.20338126,0.000038573522,1.9978609e-7,0.0007886792,0.7329624,0.00010836674],"about_ca_topic_score_codex":0.0002609447,"about_ca_topic_score_gemma":0.00011732695,"teacher_disagreement_score":0.1933475,"about_ca_system_score_codex":0.00030745647,"about_ca_system_score_gemma":0.00011119962,"threshold_uncertainty_score":0.9997197},"labels":[],"label_agreement":null},{"id":"W4212832545","doi":"10.1177/00812463221077608","title":"Cyclone Idai–related losses and the coping strategies of adolescent survivors in the Odzi community of Manicaland Province, Zimbabwe","year":2022,"lang":"en","type":"article","venue":"South African Journal of Psychology","topic":"Disaster Management and Resilience","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":"Memorial University of Newfoundland","funders":"","keywords":"Coping (psychology); Natural disaster; Psychology; Mental health; Social support; Preparedness; Qualitative research; Social psychology; Clinical psychology; Psychiatry; Political science; Geography; Sociology","score_opus":0.025650678940378677,"score_gpt":0.3146571079843516,"score_spread":0.2890064290439729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212832545","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":[0.968222,0.00044525097,0.00006410663,0.0032906423,0.000198106,0.00020701702,0.0000049123114,0.0000028577979,0.027565088],"genre_scores_gemma":[0.99964774,0.00010334978,0.000017425209,0.00013379805,0.000021543092,0.000002567457,3.4055756e-7,0.000003333391,0.00006992584],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9961482,0.0028041354,0.00045675848,0.00007464123,0.00034830061,0.00016793382],"domain_scores_gemma":[0.99879324,0.00034462052,0.0005969332,0.00018112214,0.000053589083,0.000030510382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041196295,0.00006777357,0.0002491751,0.00011592362,0.00032452523,0.000026859345,0.0008222847,0.000029200395,0.000042503256],"category_scores_gemma":[0.000098565055,0.000039253966,0.000065732405,0.00041985797,0.0016161957,0.000078333906,0.00011763872,0.00052378484,2.852685e-7],"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":[0.001499667,0.0011763419,0.20367397,0.00013900945,0.00019185689,0.000056822602,0.67302674,0.00068978564,0.00014895806,0.115321174,0.001094466,0.0029812127],"study_design_scores_gemma":[0.0019830824,0.00043484088,0.16670877,0.00005111979,0.000048869668,0.000016475626,0.81698805,0.0000072163807,0.0000018776911,0.010750514,0.0029344268,0.00007472328],"about_ca_topic_score_codex":0.0005386888,"about_ca_topic_score_gemma":0.0014688928,"teacher_disagreement_score":0.14396136,"about_ca_system_score_codex":0.000014591077,"about_ca_system_score_gemma":0.000097532735,"threshold_uncertainty_score":0.59549403},"labels":[],"label_agreement":null},{"id":"W4212893645","doi":"10.1080/02255189.2021.2019574","title":"The problem of doing more: success and paradoxes in scaling up informal initiatives for disaster risk reduction and climate action","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Development Studies/Revue canadienne d études du développement","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Transferability; Disaster risk reduction; Intermediary; Work (physics); Action (physics); Face (sociological concept); Balance (ability); Latin Americans; Political science; Economic growth; Public relations; Sociology; Business; Economics; Psychology; Social science; Marketing; Engineering","score_opus":0.040071684257830587,"score_gpt":0.2901790077016337,"score_spread":0.2501073234438031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212893645","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":[0.9946858,0.00082772586,0.000047028436,0.003048181,0.0005850893,0.000529392,0.000011496064,0.0000031415536,0.00026214248],"genre_scores_gemma":[0.9956312,0.002651497,0.0014592576,0.00004263535,0.00006369327,0.00008711571,0.0000027295082,0.000008732208,0.00005314206],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99837446,0.00012306812,0.0006301153,0.00016820937,0.0001577617,0.00054635905],"domain_scores_gemma":[0.9988079,0.00013030574,0.00054057565,0.00006121532,0.00020323107,0.00025674445],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024792834,0.00013917679,0.0002506856,0.0003293406,0.0023092737,0.000091309834,0.00023286515,0.000024734387,0.0000066949283],"category_scores_gemma":[0.00011071081,0.00011855402,0.000035356654,0.00031858488,0.00036380568,0.00040894523,0.00011021251,0.00015670508,8.166268e-8],"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":[0.00014254468,0.000027224762,0.23456737,0.0003328484,0.00031301327,0.000020484924,0.6195202,0.00081022026,0.000010122886,0.013195467,0.00022711947,0.13083337],"study_design_scores_gemma":[0.0010227935,0.00015355957,0.23621072,0.0002607116,0.000070890084,0.000020831407,0.6898737,0.000053899537,0.000026981776,0.0005039992,0.07152002,0.00028188236],"about_ca_topic_score_codex":0.003963477,"about_ca_topic_score_gemma":0.5097598,"teacher_disagreement_score":0.5057963,"about_ca_system_score_codex":0.00081181334,"about_ca_system_score_gemma":0.0007910389,"threshold_uncertainty_score":0.9989896},"labels":[],"label_agreement":null},{"id":"W4212899668","doi":"10.1093/oxfordhb/9780197528778.013.40","title":"Indigenous Societies and Disasters","year":2022,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Disaster Management and Resilience","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":"University of Saskatchewan","funders":"","keywords":"Indigenous; Vulnerability (computing); Sovereignty; Political science; Colonialism; Resilience (materials science); Psychological resilience; Geography; Criminology; Sociology; Computer security; Law; Psychology; Ecology; Social psychology","score_opus":0.021777137120531413,"score_gpt":0.21947974580937568,"score_spread":0.19770260868884426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212899668","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000698429,0.00014911372,0.0000109308285,0.000057426496,0.0002139005,0.00035527677,0.000035475798,0.00008969909,0.9983897],"genre_scores_gemma":[0.00071361376,0.0018257356,0.000028821616,0.00007126715,0.000064068365,7.7418014e-7,0.000009515631,0.000017202006,0.997269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988719,0.00004943795,0.00008558037,0.00031463883,0.0004057789,0.0002726188],"domain_scores_gemma":[0.9995131,0.00004276636,0.00012179984,0.00018565783,0.000024985755,0.000111674395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013320858,0.0001786539,0.00018757848,0.00009599848,0.0011748521,0.00009594916,0.0005058397,0.00014945873,0.00019995047],"category_scores_gemma":[0.0000027588155,0.00021044207,0.000103013,0.000008446427,0.00077066955,0.00014728484,0.0006157433,0.00024726335,8.047289e-7],"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":[0.000023484023,0.000006088341,0.000013061165,0.000040994157,0.00007363645,0.000053476975,0.02422776,0.0000019362851,4.2498397e-7,0.9576676,0.0046470603,0.01324448],"study_design_scores_gemma":[0.00014238371,0.000033366792,0.000010584116,0.000023205068,0.00008687518,4.2735127e-7,0.007208924,0.0000010300455,3.6831096e-7,0.0015480048,0.9907022,0.00024260452],"about_ca_topic_score_codex":0.00025105095,"about_ca_topic_score_gemma":0.00018329057,"teacher_disagreement_score":0.9860552,"about_ca_system_score_codex":0.00014765814,"about_ca_system_score_gemma":0.000092099486,"threshold_uncertainty_score":0.90361315},"labels":[],"label_agreement":null},{"id":"W4212955653","doi":"10.21203/rs.3.rs-1377556/v1","title":"EVOLUTION OF NATURAL DISASTER TERMINOLOGIES,WITH A CASE STUDY OF THE COVID-19 PANDEMIC","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Motor Association Foundation for Traffic Safety; Alberta Innovates","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Natural disaster; Virology; Natural (archaeology); Coronavirus Infections; Betacoronavirus; Geography; Medicine; Infectious disease (medical specialty); Disease; Outbreak","score_opus":0.17192885719527237,"score_gpt":0.4709316987439465,"score_spread":0.2990028415486742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212955653","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":[0.9925391,0.00033008485,0.000012054198,0.0004110006,0.00026575194,0.0024462966,0.00002915853,0.000036333484,0.003930196],"genre_scores_gemma":[0.99512076,0.000044498986,0.000008519175,0.000011569052,0.00005406587,0.00021266399,0.0000035136218,0.000009431161,0.004535],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9942293,0.0024959585,0.0002770941,0.00044052943,0.0021224283,0.00043467517],"domain_scores_gemma":[0.998147,0.0005113652,0.0002220566,0.00078150805,0.00024048881,0.000097597505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025591862,0.00013463052,0.00024865684,0.00028831323,0.000855722,0.00006966887,0.0014158682,0.00010186503,0.00019891224],"category_scores_gemma":[0.0008722419,0.00008204885,0.00010087663,0.0008663511,0.0013385621,0.000092194816,0.0034838212,0.0010287435,0.0000015844581],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015685464,0.0006722018,0.80059636,0.00086583634,0.00008921902,0.0004403557,0.19205678,0.0011144112,0.0000151795875,0.0012647224,0.0010138495,0.0017142294],"study_design_scores_gemma":[0.00051429425,0.000423197,0.031195587,0.00010985831,0.00003595303,0.000018909872,0.9633483,0.000070551,0.000001125179,0.00083112397,0.0033025716,0.00014848591],"about_ca_topic_score_codex":0.04313103,"about_ca_topic_score_gemma":0.04981263,"teacher_disagreement_score":0.77129155,"about_ca_system_score_codex":0.00077237986,"about_ca_system_score_gemma":0.0012163001,"threshold_uncertainty_score":0.96752584},"labels":[],"label_agreement":null},{"id":"W4212978045","doi":"10.3389/fsufs.2022.762065","title":"Displacement of the Scholar? Participatory Action Research Under COVID-19","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Food Systems","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Economic and Social Research Council; European Commission","keywords":"Participatory action research; Reciprocity (cultural anthropology); Public relations; Citizen journalism; Pandemic; Political science; Sociology; Community engagement; Action (physics); Coronavirus disease 2019 (COVID-19); Social science; Medicine","score_opus":0.14053153310745062,"score_gpt":0.40697360373556324,"score_spread":0.26644207062811265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212978045","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":[0.9015988,0.0042683454,0.0040597846,0.00656541,0.0077853273,0.005182818,0.000014454281,0.00009039367,0.07043466],"genre_scores_gemma":[0.9424158,0.00002301927,0.000011150219,0.00007621668,0.000058885937,0.00042202053,0.0000011611407,0.0000084533785,0.05698332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99424946,0.0031667312,0.00027213452,0.00025682987,0.0013913909,0.0006634792],"domain_scores_gemma":[0.9992105,0.00008168441,0.00012702386,0.00034429636,0.000114328875,0.00012220154],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008711674,0.00007800889,0.00015638614,0.00029421996,0.002355989,0.00012458143,0.000746912,0.000046183934,0.000060344388],"category_scores_gemma":[0.00043918192,0.000065850254,0.00005481169,0.0015862742,0.0004171124,0.00027610746,0.0004818591,0.00038958443,0.0000016403752],"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":[0.00020777674,0.00040550093,0.14321004,0.0009796259,0.000100380414,0.00002524537,0.08079775,0.061370116,0.000024500949,0.45603624,0.25644913,0.00039371496],"study_design_scores_gemma":[0.00020092125,0.000068991925,0.0007187404,0.000008243313,0.000005275333,1.4530747e-7,0.5852167,0.00021102093,0.0000036595839,0.0022356496,0.41127628,0.000054342283],"about_ca_topic_score_codex":0.0043703443,"about_ca_topic_score_gemma":0.00048033995,"teacher_disagreement_score":0.50441897,"about_ca_system_score_codex":0.002421694,"about_ca_system_score_gemma":0.0008781058,"threshold_uncertainty_score":0.9989428},"labels":[],"label_agreement":null},{"id":"W4213030145","doi":"10.3390/jrfm15020078","title":"Fight Alone or Together? The Influence of Risk Perception on Helping Behavior","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Risk perception; Perception; Social psychology; Psychology; Friendship; Pandemic; Solidarity; Identity (music); Coronavirus disease 2019 (COVID-19); Medicine; Political science","score_opus":0.011174938681365683,"score_gpt":0.26409243420351936,"score_spread":0.25291749552215365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213030145","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":[0.9970164,0.00012252481,0.00038337114,0.0002574115,0.00031771796,0.00024539366,0.000009306906,0.0000058103906,0.0016420905],"genre_scores_gemma":[0.99541026,0.0033606158,0.00018261699,0.0001829635,0.00014124569,0.000013667019,3.3354345e-7,0.000004597627,0.00070369995],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99849457,0.0002821823,0.00031710806,0.00011508765,0.00062601786,0.00016502802],"domain_scores_gemma":[0.9992131,0.00010271224,0.0004758321,0.00011467137,0.000050987648,0.000042674783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014963894,0.0000805715,0.00015261432,0.00013846031,0.0009223349,0.000047431986,0.0003601089,0.000022024822,0.0001319422],"category_scores_gemma":[0.0001285084,0.00005194305,0.00008098266,0.0003165566,0.00015120822,0.00015718455,0.00016821477,0.00023516805,0.0000031309385],"study_design_candidate":"observational","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":[0.00079994847,0.00057140226,0.060687613,0.00004708945,0.0000456701,0.00013337877,0.06872912,0.006024794,0.000051260853,0.013016301,0.0038931156,0.8460003],"study_design_scores_gemma":[0.00055197254,0.00039316248,0.8097777,0.00005807922,0.00019499678,0.0000024748604,0.03830552,0.000013072422,0.000003496399,0.0012090276,0.14937517,0.000115320676],"about_ca_topic_score_codex":0.00031689386,"about_ca_topic_score_gemma":0.00026353443,"teacher_disagreement_score":0.845885,"about_ca_system_score_codex":0.00006202939,"about_ca_system_score_gemma":0.000030391348,"threshold_uncertainty_score":0.70939475},"labels":[],"label_agreement":null},{"id":"W4213125601","doi":"10.1093/oso/9780197579190.001.0001","title":"All Is Well","year":2022,"lang":"en","type":"book","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":17,"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":"Modernity; Emergency management; State (computer science); Argument (complex analysis); Politics; Famine; Political science; Power (physics); Political economy; History; Environmental ethics; Sociology; Law","score_opus":0.024439408707981714,"score_gpt":0.2951870974953901,"score_spread":0.2707476887874084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213125601","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000019831257,0.00010173767,0.000005684055,0.0023316857,0.00061582506,0.00017619108,0.0000034642987,0.000084240404,0.9966792],"genre_scores_gemma":[0.000027527478,0.0003447248,0.000023837718,0.004162309,0.00027903123,0.000007723565,0.000015361195,0.00001044275,0.99512905],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887246,0.00003774639,0.00009514138,0.00022320292,0.0005608911,0.00021053638],"domain_scores_gemma":[0.9996734,0.000028979935,0.00005401314,0.00017055147,0.0000125459765,0.00006049077],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021878238,0.00009273399,0.00010521023,0.00006169546,0.00026381807,0.0000828052,0.0005714351,0.00007984558,0.1790397],"category_scores_gemma":[0.0000051183224,0.00008494983,0.0000860364,0.000055609435,0.00015613018,0.00007060367,0.00021696708,0.00013861337,0.0025026586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.3341184e-7,0.000006301886,0.0000062825998,0.000006263927,0.000012399067,0.000004912512,0.002558122,1.8933049e-7,3.150192e-8,0.17335282,0.8225528,0.0014992675],"study_design_scores_gemma":[0.000029142504,0.00000800166,0.000004445262,0.0000046619425,0.00001784004,3.176467e-8,0.0017122537,9.79808e-7,1.3448607e-7,0.011793968,0.9863024,0.00012616217],"about_ca_topic_score_codex":0.00040953833,"about_ca_topic_score_gemma":0.0005837958,"teacher_disagreement_score":0.17653704,"about_ca_system_score_codex":0.00012094859,"about_ca_system_score_gemma":0.00020308071,"threshold_uncertainty_score":0.998274},"labels":[],"label_agreement":null},{"id":"W4214852520","doi":"10.1016/j.ijdrr.2022.102884","title":"Interpretable data-driven model for Climate-Induced Disaster damage prediction: The first step in community resilience planning","year":2022,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Damages; Community resilience; Computer science; Random forest; Resilience (materials science); Hazard; Interpretability; Psychological resilience; Climate change; Environmental resource management; Machine learning; Environmental science; Resource (disambiguation)","score_opus":0.05522892545790427,"score_gpt":0.3523461354311864,"score_spread":0.29711720997328217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214852520","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":[0.97494555,0.000064862514,0.014547472,0.0028847973,0.0036229144,0.0004488537,0.00020666634,0.000022544422,0.0032563673],"genre_scores_gemma":[0.99831903,0.00006641031,0.00042058225,0.000103304505,0.0004967868,0.00003726143,0.00003640558,0.000012676808,0.0005075279],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974697,0.00053106534,0.00058868784,0.00021201611,0.00092621014,0.0002722755],"domain_scores_gemma":[0.9985814,0.00017023527,0.00061648706,0.00037761198,0.00019496196,0.00005929713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027451534,0.00012485147,0.00016723096,0.00023185737,0.0012542882,0.0002644454,0.002363957,0.000039203762,0.00006611564],"category_scores_gemma":[0.00020724605,0.000101198435,0.00009792581,0.00023908935,0.0002034197,0.0015695735,0.0008075528,0.0006686054,0.0000020551317],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017120513,0.0009821214,0.046738546,0.00004051029,0.00027689183,0.000018644072,0.29525,0.6209232,0.00026411653,0.0019989815,0.015264618,0.016530307],"study_design_scores_gemma":[0.0017926845,0.0003813644,0.010331695,0.0002578143,0.00012839859,0.000050948725,0.39365909,0.5656676,0.000011742095,0.0023714153,0.025058428,0.00028880668],"about_ca_topic_score_codex":0.00034297362,"about_ca_topic_score_gemma":0.0007680989,"teacher_disagreement_score":0.09840908,"about_ca_system_score_codex":0.00032394618,"about_ca_system_score_gemma":0.00011190997,"threshold_uncertainty_score":0.9647098},"labels":[],"label_agreement":null},{"id":"W4220718772","doi":"10.1057/s41599-022-01096-6","title":"Poverty control policy may affect the transition of geological disaster risk in China","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Alberta","funders":"Chinese Academy of Sciences","keywords":"Poverty; Vulnerability (computing); China; Government (linguistics); Development economics; Natural disaster; Population; Geography; Economic growth; Economics; Sociology","score_opus":0.05717839459063283,"score_gpt":0.32809294901743014,"score_spread":0.2709145544267973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220718772","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":[0.6928124,0.0004212871,0.00007148526,0.045478404,0.0000824122,0.0004919952,0.000049265687,0.000028216264,0.26056457],"genre_scores_gemma":[0.9979344,0.0003427187,0.000017855082,0.0010100661,0.000045752487,0.0000514722,0.000003105899,0.0000017878716,0.0005928151],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99814266,0.0011236317,0.00014471932,0.00010460685,0.0002963646,0.00018803215],"domain_scores_gemma":[0.9994514,0.0002647883,0.00009802464,0.00016018964,0.000014883844,0.000010743248],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0013664284,0.00005379996,0.00010193643,0.00008024278,0.0058520515,0.00009537628,0.00091148604,0.000020087591,0.00014110318],"category_scores_gemma":[0.000038372615,0.00003882897,0.000048284066,0.00038250737,0.0033613995,0.00017308287,0.00026898616,0.00015845176,7.8547816e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070173046,0.00008288965,0.0059711956,0.0000032356695,0.0000056200065,1.4231848e-7,0.18652013,0.0000836598,0.0000036757008,0.80509245,0.00039552702,0.001834449],"study_design_scores_gemma":[0.00059094146,0.00019855468,0.2535298,0.000009747257,0.00003756534,5.904391e-7,0.58651674,0.0014310569,4.0399905e-7,0.050072975,0.1074034,0.00020822366],"about_ca_topic_score_codex":0.010552385,"about_ca_topic_score_gemma":0.012347478,"teacher_disagreement_score":0.7550195,"about_ca_system_score_codex":0.000045248344,"about_ca_system_score_gemma":0.00006816218,"threshold_uncertainty_score":0.9993509},"labels":[],"label_agreement":null},{"id":"W4220720076","doi":"10.1080/14693062.2022.2048784","title":"Disaster risk reduction and climate policy implementation challenges in Canada and Australia","year":2022,"lang":"en","type":"article","venue":"Climate Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Brock University","funders":"Australian Research Council; Department of Industry and Science, Australian Government","keywords":"Disaster risk reduction; Risk governance; Corporate governance; Risk management; Preparedness; Environmental planning; Environmental resource management; Stakeholder; Climate change; Business; Emergency management; Climate risk; Government (linguistics); Political science; Economic growth; Public relations; Economics; Geography; Finance","score_opus":0.04734441496226064,"score_gpt":0.361786833656159,"score_spread":0.31444241869389833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220720076","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":[0.9854701,0.00015917758,1.5277011e-7,0.006122191,0.00015175994,0.00023863146,0.00007484173,0.000016701335,0.0077664554],"genre_scores_gemma":[0.99101985,0.008355979,0.000012231928,0.00010217742,0.00020296528,0.000042007414,0.000009726641,0.000007491955,0.00024757104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986299,0.00022565166,0.00018142954,0.00024137767,0.00023805344,0.00048358337],"domain_scores_gemma":[0.99966705,0.000023522634,0.00010267855,0.00010070366,0.000009901507,0.000096126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004540135,0.00009383089,0.00010716134,0.00019153654,0.000613073,0.00006777961,0.00011555985,0.00001753784,0.00012968945],"category_scores_gemma":[0.000022397278,0.00009799951,0.000013938868,0.00030420983,0.00011835242,0.00022735358,0.00024609122,0.000095519266,0.0000031506584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062755695,0.00007139476,0.47273058,0.00018361704,0.000027301678,0.0000148922045,0.11269615,0.0000880585,0.00013319332,0.23645732,0.0013747868,0.17615995],"study_design_scores_gemma":[0.0005520804,0.000059543807,0.69608366,0.00001236816,0.000018506818,0.0000048045395,0.2776982,0.000027313432,0.000010217032,0.0026302985,0.02266266,0.00024038095],"about_ca_topic_score_codex":0.96301436,"about_ca_topic_score_gemma":0.9744401,"teacher_disagreement_score":0.23382701,"about_ca_system_score_codex":0.0004807052,"about_ca_system_score_gemma":0.0002485436,"threshold_uncertainty_score":0.4715324},"labels":[],"label_agreement":null},{"id":"W4220723997","doi":"10.1007/s40609-022-00223-0","title":"A Case Study of Community-based, Cross-sectoral Crisis Response to the COVID-19 Pandemic: Serving Racialized Immigrant Communities","year":2022,"lang":"en","type":"article","venue":"Global Social Welfare","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Government of Canada","keywords":"Dynamism; Pandemic; Outreach; Immigration; Settlement (finance); Coronavirus disease 2019 (COVID-19); Crisis response; Poverty; Economic growth; Political science; Development economics; Public relations; Quality (philosophy); Sociology; Economic geography; Geography; Business; Economics; Medicine","score_opus":0.11486595066544422,"score_gpt":0.4141336825962986,"score_spread":0.29926773193085443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220723997","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":[0.9787005,0.000028817227,0.000034323588,0.018328043,0.00033277317,0.0009715894,0.0003520395,0.0001286654,0.0011232148],"genre_scores_gemma":[0.99443763,9.646303e-7,0.000010442922,0.0050726607,0.000065004184,0.00017768137,0.000017215923,0.000010718034,0.00020769803],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9885921,0.009519174,0.00036397038,0.00015446867,0.0009290639,0.0004412096],"domain_scores_gemma":[0.99873155,0.00029777834,0.00019921498,0.00046755408,0.00013295398,0.00017093429],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0050510676,0.00017668403,0.00029454645,0.000080228565,0.017498802,0.00026000635,0.0016068182,0.00006215896,0.0004071444],"category_scores_gemma":[0.00026965406,0.0001562264,0.00015816362,0.0012690879,0.00046976318,0.000126995,0.0011623238,0.00040152945,0.000004043024],"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":[0.002157754,0.0009233336,0.13370559,0.000050880728,0.00008924983,0.00031968646,0.8497809,0.0018424111,0.0000031644954,0.002925364,0.0070102434,0.001191424],"study_design_scores_gemma":[0.0010097695,0.00023459404,0.011927821,0.0000014668437,0.000040172217,0.000016909027,0.7896114,0.000008168385,8.93405e-8,0.00013899313,0.19685651,0.00015412949],"about_ca_topic_score_codex":0.51385325,"about_ca_topic_score_gemma":0.31292453,"teacher_disagreement_score":0.2009287,"about_ca_system_score_codex":0.00070576946,"about_ca_system_score_gemma":0.00029105647,"threshold_uncertainty_score":0.98378026},"labels":[],"label_agreement":null},{"id":"W4220807828","doi":"10.1080/13683500.2022.2047164","title":"Travel risks in the COVID-19 age: using Zaltman Metaphor Elicitation Technique (ZMET)","year":2022,"lang":"en","type":"article","venue":"Current Issues in Tourism","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"College of New Caledonia","funders":"","keywords":"Distrust; Pandemic; Metaphor; TRIPS architecture; Coronavirus disease 2019 (COVID-19); Feeling; Psychology; Work (physics); Public relations; Marketing; Business; Sociology; Social psychology; Political science; Medicine; Computer science; Engineering","score_opus":0.16377454768636882,"score_gpt":0.45884993201829444,"score_spread":0.2950753843319256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220807828","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":[0.891948,0.010015465,0.007957342,0.014733815,0.003497551,0.005266488,0.000026266858,0.00020839805,0.06634672],"genre_scores_gemma":[0.99778384,0.00034256952,0.0003644261,0.00039029485,0.00018443054,0.00026040064,0.0000107201,0.000008539027,0.00065479794],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745834,0.001069584,0.00026243975,0.00026683713,0.0006251407,0.00031764645],"domain_scores_gemma":[0.9994646,0.00015053846,0.00010750872,0.00020386057,0.000014215286,0.000059280163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028445635,0.00011091101,0.00015133797,0.00030751072,0.0005990857,0.0001112789,0.00073141855,0.00003832044,0.0001865236],"category_scores_gemma":[0.0002542391,0.00009436949,0.000057863348,0.0010055689,0.00019794163,0.0001923741,0.00015363291,0.00035717004,0.0000060809375],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068827256,0.0015241698,0.017823393,0.00023577496,0.000030251507,0.0003395915,0.7258566,0.0053962586,0.00063825527,0.09973603,0.0705064,0.07784442],"study_design_scores_gemma":[0.00052834075,0.00006163017,0.011141966,0.00004071884,0.000034721805,0.0000024711687,0.111482665,0.00069054565,0.00004971195,0.037566904,0.8380264,0.00037389208],"about_ca_topic_score_codex":0.008087051,"about_ca_topic_score_gemma":0.0013089434,"teacher_disagreement_score":0.76752,"about_ca_system_score_codex":0.00026366394,"about_ca_system_score_gemma":0.0000951397,"threshold_uncertainty_score":0.99851817},"labels":[],"label_agreement":null},{"id":"W4221025382","doi":"10.1016/j.ijdrr.2022.102923","title":"Ambidexterity capacities for a recovery culture: Combination of logics and emergence of new practices","year":2022,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Ambidexterity; Business; Knowledge management; Computer science","score_opus":0.03985277172117152,"score_gpt":0.35108446372930036,"score_spread":0.31123169200812884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221025382","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":[0.9916895,0.0003198477,0.0028407255,0.0011349799,0.002486462,0.000148072,0.000026350192,0.000003707414,0.0013503339],"genre_scores_gemma":[0.9962766,0.0009862605,0.0010627586,0.000014436174,0.00025308825,0.000003701881,0.000003851596,0.0000032542216,0.0013960019],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987694,0.0001496693,0.00035515195,0.000085454056,0.00057052454,0.0000697751],"domain_scores_gemma":[0.9977881,0.000051492556,0.0017119066,0.00004587171,0.00036955153,0.00003309228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007242011,0.000052222254,0.00011366894,0.00013313945,0.0001318729,0.00003633477,0.00025763645,0.00002215889,0.000099799756],"category_scores_gemma":[0.00036246306,0.000047851066,0.00008064749,0.00010779373,0.00020201462,0.000728586,0.00005952041,0.00009672736,1.7845397e-7],"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":[0.004353638,0.00208628,0.033728708,0.00022137644,0.0013037514,0.000008569669,0.5093031,0.004316347,0.023945447,0.069080524,0.056446392,0.2952059],"study_design_scores_gemma":[0.00261332,0.0024793812,0.01415668,0.00018512149,0.0003572271,0.00008543892,0.74728435,0.0003792194,0.003192972,0.16116744,0.0677501,0.00034874835],"about_ca_topic_score_codex":0.00049507996,"about_ca_topic_score_gemma":0.00006441838,"teacher_disagreement_score":0.29485714,"about_ca_system_score_codex":0.00004413478,"about_ca_system_score_gemma":0.00007966518,"threshold_uncertainty_score":0.19513099},"labels":[],"label_agreement":null},{"id":"W4223510495","doi":"10.3390/geohazards3020010","title":"Modelling the Roles of Community-Based Organisations in Post-Disaster Transformative Adaptation","year":2022,"lang":"en","type":"article","venue":"GeoHazards","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":"Response Biomedical (Canada); York University","funders":"","keywords":"Transformative learning; Vulnerability (computing); Hazard; Adaptation (eye); Construct (python library); Public relations; Knowledge management; Sociology; Political science; Psychology; Computer science; Computer security","score_opus":0.04075499027466147,"score_gpt":0.2832724427812674,"score_spread":0.24251745250660592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223510495","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":[0.95326173,0.000022770506,0.015002734,0.0038973112,0.00007759425,0.00028745297,0.000022290911,0.000020996707,0.027407091],"genre_scores_gemma":[0.9991665,0.000004543616,0.00011288385,0.00036695632,0.000010163071,0.00003135688,0.000018682122,0.000003768313,0.0002851578],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998684,0.00064770697,0.00014735467,0.000047040092,0.00034230595,0.00013162392],"domain_scores_gemma":[0.99963456,0.00012579456,0.000056153513,0.000120441946,0.000047572004,0.0000154643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009816833,0.000046428166,0.000065691085,0.000079746846,0.0009323741,0.000026793752,0.00033378138,0.000014274756,0.00021798677],"category_scores_gemma":[0.000015294168,0.000037874765,0.000034364213,0.00036974743,0.00016266244,0.00015874731,0.000045357854,0.00017592924,0.000003677829],"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":[0.00001308359,0.00006657864,0.00007944079,0.000006932748,0.0000047829503,1.8476227e-7,0.50215554,0.48516005,0.000022617874,0.009057072,0.000056975245,0.0033767102],"study_design_scores_gemma":[0.00026865362,0.000059980794,0.00044943305,0.000007640908,0.000013098984,7.709164e-8,0.8846249,0.10032297,0.000030699943,0.003134673,0.011011185,0.00007668239],"about_ca_topic_score_codex":0.0036375157,"about_ca_topic_score_gemma":0.0070107295,"teacher_disagreement_score":0.3848371,"about_ca_system_score_codex":0.000054599557,"about_ca_system_score_gemma":0.00013284928,"threshold_uncertainty_score":0.7171162},"labels":[],"label_agreement":null},{"id":"W4224099924","doi":"10.1016/j.polgeo.2022.102647","title":"The most important memorial is the ongoing labour of justice","year":2022,"lang":"en","type":"article","venue":"Political Geography","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus","funders":"","keywords":"Climate justice; Climate change; Voting; Leverage (statistics); Politics; Political science; Psychological resilience; Political economy; Economics; Development economics; Public economics; Law","score_opus":0.011472573513304048,"score_gpt":0.28666057338077655,"score_spread":0.2751879998674725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224099924","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":[0.45507422,0.0006167659,0.000031757572,0.04966895,0.0034436295,0.0006143905,0.000080953534,0.00007901807,0.4903903],"genre_scores_gemma":[0.99599767,0.000055286782,0.000015392116,0.0018433189,0.00039632534,0.000025284538,9.020987e-7,0.0000046458904,0.0016611491],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982195,0.0002263656,0.0002075805,0.00013856974,0.00068957795,0.00051839335],"domain_scores_gemma":[0.99908894,0.00047568273,0.000069550326,0.0002190716,0.000049098064,0.000097646705],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010308019,0.000065023596,0.00008015357,0.0000455538,0.002085453,0.000097329605,0.0006710101,0.00001816476,0.00035874933],"category_scores_gemma":[0.00020435246,0.000038140097,0.000115735595,0.00066250854,0.0008970586,0.000056087807,0.0002509964,0.00014776453,0.0000059411573],"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":[0.000009647603,0.000033643304,0.0069111227,0.0000072466214,0.000020577094,0.0000017165545,0.001967404,0.0000019096997,0.0000048542797,0.98743707,0.0029247606,0.0006800318],"study_design_scores_gemma":[0.0002371166,0.00010557306,0.02173048,0.000006372565,0.00014365527,7.218296e-7,0.095647335,0.00006466466,0.000042047897,0.11356106,0.7682975,0.000163473],"about_ca_topic_score_codex":0.0027768675,"about_ca_topic_score_gemma":0.00020375739,"teacher_disagreement_score":0.87387604,"about_ca_system_score_codex":0.000016015423,"about_ca_system_score_gemma":0.000069910864,"threshold_uncertainty_score":0.9992137},"labels":[],"label_agreement":null},{"id":"W4224140306","doi":"10.46747/cfp.6804252","title":"Kintsugi mind","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Philosophy; Medicine; Virology; Pathology; Disease; Infectious disease (medical specialty)","score_opus":0.020326056610428137,"score_gpt":0.2529727546444525,"score_spread":0.23264669803402438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224140306","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":[0.07137453,0.000095893134,0.0000033517606,0.0014955376,0.00059577724,0.00014883108,0.000022487227,0.000019010358,0.92624456],"genre_scores_gemma":[0.93023974,0.0000047559747,0.000020307749,0.047579184,0.00025233137,0.00002718754,0.000010408357,0.0000097767015,0.021856299],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891007,0.000094798,0.000072517585,0.00018363536,0.00030513268,0.00043384088],"domain_scores_gemma":[0.9995079,0.000013493747,0.000028219372,0.00015671086,0.000017305132,0.0002763658],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00017892985,0.00006609106,0.000070972565,0.00012813033,0.001338519,0.000073458425,0.00045465547,0.00001602481,0.0001681663],"category_scores_gemma":[0.0000047794074,0.00007918155,0.000046769594,0.0004639983,0.00014900003,0.00011996909,0.000053303436,0.000102245314,0.0003006948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005803953,0.00006937176,0.0005348413,0.0000054496304,0.000034718927,0.000102063925,0.012251283,0.00019793543,0.00031681705,0.13299568,0.49168092,0.36180514],"study_design_scores_gemma":[0.000056434477,0.0000129075315,0.0020194629,0.0000018742478,0.0000052064647,1.9367723e-8,0.030444283,0.000015565636,0.000002888336,0.0011402993,0.96619,0.00011108136],"about_ca_topic_score_codex":0.06805757,"about_ca_topic_score_gemma":0.11159882,"teacher_disagreement_score":0.9043883,"about_ca_system_score_codex":0.00033038194,"about_ca_system_score_gemma":0.00046655047,"threshold_uncertainty_score":0.9999616},"labels":[],"label_agreement":null},{"id":"W4224275878","doi":"10.1016/j.ijdrr.2022.102974","title":"Urban resilience operationalization issues in climate risk management: A review","year":2022,"lang":"en","type":"review","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Operationalization; Multitude; Resilience (materials science); Context (archaeology); Risk analysis (engineering); Conceptual framework; Toolbox; Vagueness; Process management; Management science; Computer science; Business; Engineering; Sociology; Political science; Geography","score_opus":0.02757975223987025,"score_gpt":0.38599971138223954,"score_spread":0.3584199591423693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224275878","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003361021,0.98360556,0.0001219026,0.00028943826,0.004189526,0.000813986,0.0000391901,0.000020224787,0.010886578],"genre_scores_gemma":[0.00006896444,0.99610275,0.00029642007,0.00004600989,0.0011228009,0.00007219628,0.00007930698,0.000028926435,0.002182632],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994387,0.0015888937,0.0015188284,0.0004113972,0.0017884771,0.00030541935],"domain_scores_gemma":[0.99686044,0.00010375149,0.0024471183,0.0002545319,0.00024082678,0.000093352966],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025725483,0.0002905585,0.0007707781,0.0008645944,0.00033480424,0.00028663749,0.00123648,0.00010379643,0.0010036805],"category_scores_gemma":[0.00036471375,0.00025415365,0.00046201167,0.0008446538,0.00017913904,0.0011356407,0.00026658815,0.00061770953,0.000044008415],"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":[0.000023429962,0.00018996983,0.0002647374,0.002178031,0.00026433537,0.0000821858,0.0025996428,0.00011292463,3.5357054e-8,0.0031650383,0.012422281,0.97869736],"study_design_scores_gemma":[0.00017521651,0.000041226678,0.000025918584,0.014747964,0.0005918598,0.000059405862,0.0034926734,0.000006694615,5.2637596e-8,0.0004616883,0.9801644,0.0002328911],"about_ca_topic_score_codex":0.00020973026,"about_ca_topic_score_gemma":0.00011132178,"teacher_disagreement_score":0.9784645,"about_ca_system_score_codex":0.00066497904,"about_ca_system_score_gemma":0.00019040916,"threshold_uncertainty_score":0.99999106},"labels":[],"label_agreement":null},{"id":"W4224307783","doi":"10.5281/zenodo.6483477","title":"Draft analysis of how networks of international, national and local actors collaborate to reduce vulnerabilities on Six Sites in Europe, Canada, and South Africa","year":2022,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"Political science; Regional science; Geography; Public administration","score_opus":0.04533653215078897,"score_gpt":0.28507455031540463,"score_spread":0.23973801816461565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224307783","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":[0.23341987,0.0005013619,0.0002626591,0.002475616,0.0004965966,0.0010965278,0.002299212,0.00012008496,0.75932807],"genre_scores_gemma":[0.98580796,0.00047077998,0.0000153883,0.000031515738,0.000063811836,1.345641e-7,0.00062740216,0.0001561764,0.012826846],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733967,0.00045531997,0.00027435267,0.00036516445,0.0013573931,0.0002081225],"domain_scores_gemma":[0.9978345,0.00009464304,0.00024159117,0.0001569273,0.0015623218,0.000109990295],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013889993,0.00011921954,0.0002573307,0.0007181241,0.00060601626,0.00029788015,0.0006039296,0.000051072577,0.002772619],"category_scores_gemma":[0.0022344936,0.00012520506,0.000027780656,0.0026248167,0.0003492703,0.000114181465,0.0008097076,0.00019661269,0.0000051738325],"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":[0.00039501797,0.00041082824,0.002698846,0.00042795233,0.0016187307,0.00004725229,0.07546487,0.042072028,0.00025743135,0.010968363,0.8395696,0.026069025],"study_design_scores_gemma":[0.000117964264,0.00009253685,0.0103296805,0.000040121613,0.00006308537,6.0360503e-7,0.01119964,0.00054591097,0.0000049983796,0.0000075613834,0.9774583,0.00013960396],"about_ca_topic_score_codex":0.015426635,"about_ca_topic_score_gemma":0.013964238,"teacher_disagreement_score":0.75238806,"about_ca_system_score_codex":0.0004050227,"about_ca_system_score_gemma":0.00014219976,"threshold_uncertainty_score":0.99813896},"labels":[],"label_agreement":null},{"id":"W4224442079","doi":"10.3138/cjpe.72929","title":"Chari Smith. (2021). <i>Nonprofit Program Evaluation Made Simple: Get Your Data. Show Your Impact. Improve Your Programs.</i>","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Simple (philosophy); Computer science; Library science; Business; Philosophy; Epistemology","score_opus":0.19503504614680237,"score_gpt":0.4377656622489866,"score_spread":0.24273061610218424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224442079","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":[0.9007081,0.008226238,0.0005424509,0.011816512,0.00974967,0.043546036,0.0005162545,0.00033265087,0.024562089],"genre_scores_gemma":[0.99164695,0.00007037257,0.0020368749,0.00016952411,0.0017610409,0.0021011506,0.00084355613,0.00006182835,0.0013087332],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912418,0.0017149594,0.0009978063,0.0007088171,0.004002876,0.0013337204],"domain_scores_gemma":[0.99501246,0.000048113798,0.001173653,0.0008130154,0.0017745555,0.0011782149],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.016325017,0.00037850803,0.00043561385,0.0006634352,0.0018727332,0.0013452696,0.0021100722,0.00016364262,0.003202709],"category_scores_gemma":[0.0009924173,0.0003618226,0.00027643124,0.0016948666,0.00040728113,0.0018215111,0.00022541854,0.00074524054,0.00003744545],"study_design_candidate":"design_other","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":[0.000045122713,0.00033356136,0.012990517,0.000026947122,0.00015623715,0.000025056499,0.006885474,0.0006448811,0.00004413809,0.00018959453,0.008686619,0.96997184],"study_design_scores_gemma":[0.003594429,0.003933763,0.02568283,0.00012028035,0.0016499421,0.000059346767,0.058785018,0.088824615,0.000018244828,0.004460097,0.81173295,0.0011384775],"about_ca_topic_score_codex":0.01180251,"about_ca_topic_score_gemma":0.029173775,"teacher_disagreement_score":0.9688334,"about_ca_system_score_codex":0.0022046492,"about_ca_system_score_gemma":0.012131394,"threshold_uncertainty_score":0.99988335},"labels":[],"label_agreement":null},{"id":"W4224954386","doi":"10.5281/zenodo.6497223","title":"How key actors and stakeholders apply the notion of vulnerability in Europe, Canada, and South Africa","year":2022,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Key (lock); Vulnerability (computing); Political science; Geography; Regional science; Environmental resource management; Computer science; Computer security; Economics","score_opus":0.09833569678015464,"score_gpt":0.26487750593653175,"score_spread":0.16654180915637712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224954386","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":[0.107270196,0.0006001289,0.00007977488,0.0028250276,0.00039386778,0.0015416865,0.0004987254,0.00017028743,0.8866203],"genre_scores_gemma":[0.98472536,0.00079322705,0.000007821211,0.000024395116,0.00007814044,1.2273836e-7,0.00021526664,0.0003022866,0.013853358],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971776,0.0008427421,0.00021545148,0.00038505642,0.0010882417,0.0002909103],"domain_scores_gemma":[0.99892026,0.000051148003,0.00021522908,0.0002852479,0.0004242657,0.00010386625],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021966575,0.00012726855,0.00017721097,0.0001549328,0.0018596862,0.00060094637,0.0007237445,0.000052729072,0.0011428016],"category_scores_gemma":[0.0016265119,0.00010879625,0.000020966652,0.0007268232,0.000565916,0.00016209908,0.0010668294,0.00036429736,0.000007828231],"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":[0.00012207287,0.00026596978,0.0011530503,0.0009612663,0.00016542766,0.000062254294,0.15318951,0.00013159169,0.00016276301,0.0061530555,0.5119272,0.32570586],"study_design_scores_gemma":[0.00011350523,0.000044872722,0.005965561,0.000020932574,0.000013227159,0.0000021581873,0.020870801,0.0000110891715,0.0000019335373,0.000029671635,0.9728108,0.000115448376],"about_ca_topic_score_codex":0.05091915,"about_ca_topic_score_gemma":0.015490827,"teacher_disagreement_score":0.8774552,"about_ca_system_score_codex":0.00028042062,"about_ca_system_score_gemma":0.00009940535,"threshold_uncertainty_score":0.9997703},"labels":[],"label_agreement":null},{"id":"W4225166519","doi":"10.25071/1920-7336.40879","title":"Refugee-Led Organizations' Crisis Response during the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Michigan Institute for Clinical and Health Research","keywords":"Grassroots; Refugee; Context (archaeology); Pandemic; Political science; Metropolitan area; Outreach; Economic growth; Coronavirus disease 2019 (COVID-19); Public relations; Geography; Medicine; Politics","score_opus":0.01584029946284755,"score_gpt":0.294103365103788,"score_spread":0.27826306564094044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225166519","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":[0.98156106,0.00029813082,0.000028937066,0.016156767,0.0011352522,0.00028325553,0.0000318253,0.00007777427,0.00042702208],"genre_scores_gemma":[0.9637702,0.0001572627,0.000015902888,0.015335052,0.00031181274,0.000025668123,0.0000041301546,0.000030552303,0.020349434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945984,0.0021242402,0.00045125617,0.00033831995,0.0018373054,0.0006505149],"domain_scores_gemma":[0.9981488,0.0003387293,0.00035048623,0.0004277484,0.00014157184,0.00059268874],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002540936,0.00020104442,0.00021890081,0.00022965431,0.007308214,0.0002641328,0.001262017,0.00005245431,0.0037586517],"category_scores_gemma":[0.0014033866,0.00015183234,0.00009178296,0.0015646067,0.00016722274,0.00020636867,0.00026291347,0.00078258937,0.000017421497],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060110083,0.00067998294,0.04533274,0.00015292985,0.00073881453,0.0061911778,0.008572517,0.023922719,0.0035052293,0.7032079,0.20064835,0.0010366087],"study_design_scores_gemma":[0.00049804477,0.00006628266,0.0032628777,0.0000072842627,0.00002663107,0.00012924583,0.0012127522,0.000008765987,0.000008753865,0.0003167744,0.9942459,0.00021670837],"about_ca_topic_score_codex":0.004411529,"about_ca_topic_score_gemma":0.04679651,"teacher_disagreement_score":0.7935975,"about_ca_system_score_codex":0.003951465,"about_ca_system_score_gemma":0.0040617283,"threshold_uncertainty_score":0.9998722},"labels":[],"label_agreement":null},{"id":"W4225674618","doi":"10.26686/wgtn.17148431","title":"Expert Advisory Groups: Exploring the Sensemaking Process During a Public Health Crisis Response","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Sensemaking; Crisis response; Public relations; Duration (music); Context (archaeology); Public health; Newspaper; Medicine; Political science; Psychology; Nursing; Geography","score_opus":0.09581415778213508,"score_gpt":0.3652580702558774,"score_spread":0.26944391247374233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225674618","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":[0.85476637,0.0011932808,0.00010518227,0.04797528,0.0019963277,0.0012553338,0.0000019685253,0.0006057614,0.09210047],"genre_scores_gemma":[0.97341275,0.0009939407,0.00004660253,0.0014316961,0.0005016881,0.0002964963,0.000022803788,0.000044072953,0.023249922],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966351,0.0007181435,0.00039771636,0.0005676067,0.0009890136,0.0006924377],"domain_scores_gemma":[0.99891585,0.00016351046,0.0002901761,0.00028646088,0.00010912773,0.00023488737],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014167951,0.00026376743,0.00029904558,0.00020825765,0.0018806646,0.0006171869,0.0008124487,0.00009754992,0.00017472629],"category_scores_gemma":[0.00045650877,0.00019576118,0.00013991892,0.0008367241,0.00009420634,0.0007676512,0.00007577356,0.0003221496,0.00005705736],"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":[0.0003580188,0.000065563254,0.00007467933,0.0004550633,0.00006744132,0.000025970188,0.9745097,0.0000052131777,0.00009129413,0.005925544,0.004944314,0.01347716],"study_design_scores_gemma":[0.00012600358,0.00003341954,0.0025257468,0.00017662125,0.000009730216,3.9325403e-7,0.9346122,0.000015526462,0.00006023621,0.00015591347,0.06198318,0.00030101254],"about_ca_topic_score_codex":0.00071471615,"about_ca_topic_score_gemma":0.0040141894,"teacher_disagreement_score":0.11864638,"about_ca_system_score_codex":0.00017991892,"about_ca_system_score_gemma":0.0005706372,"threshold_uncertainty_score":0.99941874},"labels":[],"label_agreement":null},{"id":"W4225685831","doi":"10.26686/wgtn.17151917.v1","title":"Essays On Disaster Management Issues Related To Household Preparedness And Public Attention","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Per capita; Geography; Demographic economics; Emergency management; Political science; Development economics; Economic growth; Demography; Economics; Sociology; Population; Law","score_opus":0.022167528224247713,"score_gpt":0.3165902323021581,"score_spread":0.2944227040779104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225685831","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40218592,0.00013232883,0.000008337795,0.00083648687,0.0009827067,0.0005588363,0.000003035308,0.00012449376,0.5951679],"genre_scores_gemma":[0.34823406,0.00047708282,0.00007762894,0.00016325891,0.0000612462,0.00011984921,0.00023243096,0.000024960495,0.6506095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99780804,0.00014468345,0.0002804479,0.00065491686,0.00072369195,0.00038823762],"domain_scores_gemma":[0.99931335,0.00002316487,0.00010464567,0.0003121324,0.00007620372,0.00017047783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031361025,0.00023426967,0.00023067568,0.00026489244,0.0004103669,0.0007159917,0.00034560394,0.00019031903,0.00066328514],"category_scores_gemma":[0.00003432334,0.0002135422,0.00007941646,0.00052013696,0.000069750764,0.00031190284,0.000107205844,0.00012095208,0.00011396069],"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":[0.00010642505,0.0006019898,0.002491461,0.00068928464,0.00040993025,0.000093679795,0.12086084,0.000017502596,0.000047031077,0.6794161,0.07908472,0.116181046],"study_design_scores_gemma":[0.0004489611,0.00009934873,0.01610355,0.00077924784,0.00016809272,3.3417618e-7,0.73230296,0.000011950253,0.00001205716,0.003380672,0.24584807,0.00084473897],"about_ca_topic_score_codex":0.0003669074,"about_ca_topic_score_gemma":0.006738234,"teacher_disagreement_score":0.6760354,"about_ca_system_score_codex":0.000089731715,"about_ca_system_score_gemma":0.000035841073,"threshold_uncertainty_score":0.8707998},"labels":[],"label_agreement":null},{"id":"W4225727378","doi":"10.26686/wgtn.17151917","title":"Essays On Disaster Management Issues Related To Household Preparedness And Public Attention","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Per capita; Geography; Demographic economics; Emergency management; Political science; Development economics; Economic growth; Demography; Economics; Population; Sociology; Law","score_opus":0.022167528224247713,"score_gpt":0.3165902323021581,"score_spread":0.2944227040779104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225727378","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40218592,0.00013232883,0.000008337795,0.00083648687,0.0009827067,0.0005588363,0.000003035308,0.00012449376,0.5951679],"genre_scores_gemma":[0.34823406,0.00047708282,0.00007762894,0.00016325891,0.0000612462,0.00011984921,0.00023243096,0.000024960495,0.6506095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99780804,0.00014468345,0.0002804479,0.00065491686,0.00072369195,0.00038823762],"domain_scores_gemma":[0.99931335,0.00002316487,0.00010464567,0.0003121324,0.00007620372,0.00017047783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031361025,0.00023426967,0.00023067568,0.00026489244,0.0004103669,0.0007159917,0.00034560394,0.00019031903,0.00066328514],"category_scores_gemma":[0.00003432334,0.0002135422,0.00007941646,0.00052013696,0.000069750764,0.00031190284,0.000107205844,0.00012095208,0.00011396069],"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":[0.00010642505,0.0006019898,0.002491461,0.00068928464,0.00040993025,0.000093679795,0.12086084,0.000017502596,0.000047031077,0.6794161,0.07908472,0.116181046],"study_design_scores_gemma":[0.0004489611,0.00009934873,0.01610355,0.00077924784,0.00016809272,3.3417618e-7,0.73230296,0.000011950253,0.00001205716,0.003380672,0.24584807,0.00084473897],"about_ca_topic_score_codex":0.0003669074,"about_ca_topic_score_gemma":0.006738234,"teacher_disagreement_score":0.6760354,"about_ca_system_score_codex":0.000089731715,"about_ca_system_score_gemma":0.000035841073,"threshold_uncertainty_score":0.8707998},"labels":[],"label_agreement":null},{"id":"W4225769567","doi":"10.1371/journal.pone.0266242","title":"Mass email risk communication: Lessons learned from COVID-19-triggered campus-wide evictions in Canada and the United States","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Natural Hazards Center, University of Colorado Boulder; University of Colorado Boulder; Canada Research Chairs","keywords":"Context (archaeology); Risk communication; Public relations; Business; Medicine; Psychology; Medical education; Political science; Environmental health; Geography","score_opus":0.07949831063865485,"score_gpt":0.29039947173160224,"score_spread":0.21090116109294738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225769567","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":[0.9272454,0.0004794656,0.000030404504,0.06735595,0.00003939894,0.0003731871,0.000109965666,0.000031474894,0.004334778],"genre_scores_gemma":[0.99142337,0.00363439,0.00010115408,0.0016763152,0.000014351793,0.00010933954,0.00008405883,0.000005523798,0.002951481],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99809843,0.0009528568,0.00015459413,0.00015847902,0.00045353465,0.00018210715],"domain_scores_gemma":[0.99814045,0.0013341188,0.00011054105,0.00029209297,0.000028287535,0.00009451113],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00073351595,0.00006404185,0.0001310323,0.000069022266,0.0016793677,0.00007049492,0.0004740036,0.000015353258,0.00049921614],"category_scores_gemma":[0.0005314089,0.00005396096,0.000016211976,0.00061691174,0.00032486106,0.00007509152,0.00020704794,0.00023582956,0.0000037085529],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025857709,0.0008493294,0.77336144,0.000052434723,0.0005743676,0.00002559101,0.1535545,0.013477351,0.000033698172,0.03893812,0.016820718,0.0020538878],"study_design_scores_gemma":[0.004350203,0.000037875085,0.0455585,0.000075674056,0.00041493698,1.7522535e-7,0.6121124,0.01680612,0.000014916743,0.11111535,0.20896553,0.0005483023],"about_ca_topic_score_codex":0.99012023,"about_ca_topic_score_gemma":0.9928356,"teacher_disagreement_score":0.72780293,"about_ca_system_score_codex":0.00040043928,"about_ca_system_score_gemma":0.0005514589,"threshold_uncertainty_score":0.9996203},"labels":[],"label_agreement":null},{"id":"W4225959083","doi":"10.26686/wgtn.17148431.v1","title":"Expert Advisory Groups: Exploring the Sensemaking Process During a Public Health Crisis Response","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Sensemaking; Public relations; Crisis response; Duration (music); Context (archaeology); Public health; Newspaper; Medicine; Political science; Psychology; Nursing; Geography","score_opus":0.09581415778213508,"score_gpt":0.3652580702558774,"score_spread":0.26944391247374233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225959083","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":[0.85476637,0.0011932808,0.00010518227,0.04797528,0.0019963277,0.0012553338,0.0000019685253,0.0006057614,0.09210047],"genre_scores_gemma":[0.97341275,0.0009939407,0.00004660253,0.0014316961,0.0005016881,0.0002964963,0.000022803788,0.000044072953,0.023249922],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966351,0.0007181435,0.00039771636,0.0005676067,0.0009890136,0.0006924377],"domain_scores_gemma":[0.99891585,0.00016351046,0.0002901761,0.00028646088,0.00010912773,0.00023488737],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014167951,0.00026376743,0.00029904558,0.00020825765,0.0018806646,0.0006171869,0.0008124487,0.00009754992,0.00017472629],"category_scores_gemma":[0.00045650877,0.00019576118,0.00013991892,0.0008367241,0.00009420634,0.0007676512,0.00007577356,0.0003221496,0.00005705736],"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":[0.0003580188,0.000065563254,0.00007467933,0.0004550633,0.00006744132,0.000025970188,0.9745097,0.0000052131777,0.00009129413,0.005925544,0.004944314,0.01347716],"study_design_scores_gemma":[0.00012600358,0.00003341954,0.0025257468,0.00017662125,0.000009730216,3.9325403e-7,0.9346122,0.000015526462,0.00006023621,0.00015591347,0.06198318,0.00030101254],"about_ca_topic_score_codex":0.00071471615,"about_ca_topic_score_gemma":0.0040141894,"teacher_disagreement_score":0.11864638,"about_ca_system_score_codex":0.00017991892,"about_ca_system_score_gemma":0.0005706372,"threshold_uncertainty_score":0.99941874},"labels":[],"label_agreement":null},{"id":"W4226512283","doi":"10.1007/s11069-022-05228-8","title":"Community and psychological barriers to tsunami preparation","year":2022,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Preparedness; Natural hazard; Expectancy theory; Natural disaster; Psychology; Social psychology; Geography; Political science","score_opus":0.02741071979405803,"score_gpt":0.3705325751412906,"score_spread":0.3431218553472326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226512283","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":[0.9174462,0.0000637959,0.000010330988,0.0024527654,0.00043770697,0.00018578977,0.000002670885,0.000052717925,0.07934802],"genre_scores_gemma":[0.9902701,0.0000065975187,0.00008179706,0.0012087882,0.00003992653,0.000022044713,0.0000032267778,0.0000021377812,0.008365382],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989199,0.00044249927,0.00006541527,0.00011416426,0.00030805919,0.00014998441],"domain_scores_gemma":[0.9996992,0.000031905398,0.000019845986,0.00011019634,0.000018743198,0.00012015299],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006694301,0.0000460229,0.000055897588,0.00003906385,0.0017101429,0.00006275023,0.0002688941,0.000022424621,0.0004351072],"category_scores_gemma":[0.00018102124,0.00004045023,0.00002045491,0.00023908069,0.00012418874,0.00011283479,0.00021946697,0.00024981034,0.000009676565],"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":[0.0005912408,0.0003878094,0.013727254,0.000026503374,0.00004833165,0.000021723765,0.25827602,0.00035119202,0.0012867276,0.126779,0.27059054,0.32791364],"study_design_scores_gemma":[0.00044648116,0.00068673503,0.05712334,0.00000697905,0.000016034412,0.0000027180768,0.091085725,0.0004970738,0.000021264595,0.0056000818,0.84416324,0.00035034103],"about_ca_topic_score_codex":0.0003240018,"about_ca_topic_score_gemma":0.00061481236,"teacher_disagreement_score":0.5735727,"about_ca_system_score_codex":0.000055097018,"about_ca_system_score_gemma":0.000022724666,"threshold_uncertainty_score":0.9995895},"labels":[],"label_agreement":null},{"id":"W4229622545","doi":"10.4324/9781003171430-4","title":"Assessing community resilience: mapping the community rating system (CRS) against the 6C-4R frameworks","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Rating system; Community resilience; Psychology; Engineering; Reliability engineering; Materials science; Environmental economics; Economics","score_opus":0.0915822959563679,"score_gpt":0.3255988387028132,"score_spread":0.2340165427464453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229622545","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043828893,0.0005263007,0.0014672092,0.00199396,0.00097598624,0.00077670155,0.0000040605405,0.00035307798,0.98951983],"genre_scores_gemma":[0.5795124,0.00024697505,0.00037398588,0.002066997,0.00055342895,0.000027471275,0.00002722412,0.000048529248,0.41714296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99298143,0.0041250978,0.0006702173,0.00032578773,0.0012693037,0.00062813243],"domain_scores_gemma":[0.9936276,0.003376053,0.0006129188,0.0019743473,0.00028559472,0.00012349413],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0085239075,0.0004424659,0.00050106377,0.00010269052,0.017062148,0.0029039213,0.0036644042,0.00074152317,0.00026609882],"category_scores_gemma":[0.0005886408,0.00026519634,0.00029770573,0.00031341467,0.0021355525,0.0005553201,0.0017588169,0.0072385585,0.00006820957],"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":[0.0000041848457,0.000061146515,0.00018300003,0.0003739017,0.0001780927,0.000024998913,0.080761515,0.00017974226,0.000017262806,0.8754968,0.006608668,0.03611071],"study_design_scores_gemma":[0.00010124821,0.0000142538875,0.00034711536,0.0028234248,0.00008577603,0.0000022207646,0.8575258,0.0005753223,0.0000027097105,0.0046552406,0.13335168,0.0005152052],"about_ca_topic_score_codex":0.0035077147,"about_ca_topic_score_gemma":0.00856175,"teacher_disagreement_score":0.87084156,"about_ca_system_score_codex":0.00031787856,"about_ca_system_score_gemma":0.00033609907,"threshold_uncertainty_score":0.99998003},"labels":[],"label_agreement":null},{"id":"W4230200625","doi":"10.32920/ryerson.14668959","title":"Swept to the Shores: An Analysis of Crisis Response Strategies by Canadian Political Leaders in the Aylan Kurdi Crisis","year":2021,"lang":"en","type":"preprint","venue":"","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"Kasetsart University Research and Development Institute","keywords":"Blame; Reputation; Politics; Tragedy (event); Government (linguistics); Denial; Political science; Public administration; Media studies; Sociology; Psychology; Law; Social science; Social psychology; Psychoanalysis","score_opus":0.03891269853878945,"score_gpt":0.3653539540833611,"score_spread":0.3264412555445716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230200625","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":[0.76830786,0.00016538646,0.00034070516,0.15548179,0.00020890884,0.0006179543,0.00010105042,0.000029601862,0.074746735],"genre_scores_gemma":[0.99297214,0.000038728627,0.00005484593,0.005665833,0.00006199159,0.000047316455,0.000048268983,0.000008810856,0.0011020513],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9954011,0.0019773138,0.00037595205,0.00055806513,0.00083856704,0.00084903],"domain_scores_gemma":[0.9982042,0.00033237704,0.00006796813,0.0008943801,0.00011428648,0.00038679695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031397918,0.00021165973,0.00039303736,0.0006499591,0.0003475899,0.00093422027,0.0020215723,0.00020360081,0.0007656755],"category_scores_gemma":[0.00025433768,0.00013027502,0.0002601376,0.0018174914,0.00046278175,0.00019357169,0.00025512272,0.00034414223,0.000009084397],"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":[0.00011626969,0.0002196954,0.010731469,0.000048428323,0.000914491,0.00005665759,0.7281539,0.0072464934,0.000016155649,0.09923455,0.15264213,0.0006197766],"study_design_scores_gemma":[0.000032993976,0.00002567029,0.019814357,0.0000128657,0.00033882138,6.033643e-8,0.9681264,0.00018149018,0.0000050914746,0.0005155825,0.01076237,0.00018428953],"about_ca_topic_score_codex":0.9100427,"about_ca_topic_score_gemma":0.9879968,"teacher_disagreement_score":0.23997253,"about_ca_system_score_codex":0.00025081707,"about_ca_system_score_gemma":0.0012347442,"threshold_uncertainty_score":0.9008708},"labels":[],"label_agreement":null},{"id":"W4230220825","doi":"10.1111/risa.12075","title":"From the Editors","year":2013,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering; Computer science","score_opus":0.00626009261570488,"score_gpt":0.26029859746753564,"score_spread":0.25403850485183077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230220825","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":[0.86073625,0.00014407208,0.0013725637,0.011850033,0.0010866845,0.0001769285,0.000007046889,0.00007287838,0.12455355],"genre_scores_gemma":[0.9870005,0.00011579313,0.00007389502,0.000113065566,0.0034516156,0.000008430578,0.0000034522504,0.0000017679045,0.009231484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992648,0.00014219194,0.00007329067,0.00011601024,0.00026999833,0.00013373765],"domain_scores_gemma":[0.99954695,0.00014481878,0.00005051137,0.00018455888,0.000029583722,0.00004355643],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002279904,0.000039187984,0.00007199739,0.000041231684,0.00041962412,0.00017501484,0.00033777842,0.00002294104,0.003380525],"category_scores_gemma":[0.00008093881,0.00002276266,0.0001234927,0.000844822,0.00014071343,0.0001474397,0.000037994247,0.000045389388,0.0010037093],"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":[7.009593e-7,0.000022324337,0.4398955,2.9663272e-7,0.00069231313,4.4542006e-7,0.018035326,0.000196317,0.000004138002,0.00094385596,0.5171656,0.02304315],"study_design_scores_gemma":[0.000048694026,0.0000031083525,0.40069008,0.000001552514,0.0012421935,1.6274646e-9,0.039588828,0.001391917,0.0000031383026,0.006573632,0.55035126,0.00010557211],"about_ca_topic_score_codex":0.11047618,"about_ca_topic_score_gemma":0.0067197084,"teacher_disagreement_score":0.12626424,"about_ca_system_score_codex":0.000011395496,"about_ca_system_score_gemma":0.000009274491,"threshold_uncertainty_score":0.9997741},"labels":[],"label_agreement":null},{"id":"W4231666610","doi":"10.22215/etd/2007-08562","title":"'Natural' hazards, the state and insurance: risk, responsibility and promises of (in)security","year":2007,"lang":"en","type":"dissertation","venue":"","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":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Political science; State (computer science); Actuarial science; Humanities; Business; Philosophy; Computer science","score_opus":0.008376437229509244,"score_gpt":0.32313859914917453,"score_spread":0.3147621619196653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231666610","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":[0.92349,0.0016522931,7.3957364e-7,0.000074389725,0.0002043044,0.0005688403,0.0000098912915,0.000010937972,0.073988594],"genre_scores_gemma":[0.96274114,0.002768628,0.00002551263,0.000016367065,0.000019065606,0.0000072642306,0.0000067164265,0.0000044523003,0.034410845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986628,0.00027830678,0.00024907032,0.00027190303,0.0003442158,0.00019368132],"domain_scores_gemma":[0.9992705,0.00026691996,0.00018806492,0.00015487077,0.000078840436,0.000040829913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018933624,0.000117555304,0.00019091583,0.00009378958,0.00022257851,0.00007372355,0.0001952116,0.00009293282,0.000038864884],"category_scores_gemma":[0.00039573584,0.000074781194,0.000031576965,0.00024861106,0.0004632116,0.00016520171,0.00003597551,0.00023341645,0.0000012688394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016097241,0.00021436477,0.46209005,0.00096365594,0.00007699547,0.000010441714,0.29828763,0.000002710327,0.00010314698,0.010328802,0.0012891627,0.2250233],"study_design_scores_gemma":[0.00019968982,0.000020870528,0.9511516,0.00007697353,0.000016328851,6.469567e-8,0.03480215,0.000017352591,0.000077529374,0.011730103,0.0017813417,0.00012596953],"about_ca_topic_score_codex":0.0066755195,"about_ca_topic_score_gemma":0.14108627,"teacher_disagreement_score":0.48906156,"about_ca_system_score_codex":0.000016826494,"about_ca_system_score_gemma":0.000098273806,"threshold_uncertainty_score":0.99993914},"labels":[],"label_agreement":null},{"id":"W4232753662","doi":"10.32920/ryerson.14668959.v1","title":"Swept to the Shores: An Analysis of Crisis Response Strategies by Canadian Political Leaders in the Aylan Kurdi Crisis","year":2021,"lang":"en","type":"preprint","venue":"","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"Kasetsart University Research and Development Institute","keywords":"Blame; Reputation; Politics; Tragedy (event); Government (linguistics); Denial; Political science; Public administration; Media studies; History; Sociology; Psychology; Law; Social science; Social psychology; Psychoanalysis","score_opus":0.03891269853878945,"score_gpt":0.3653539540833611,"score_spread":0.3264412555445716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232753662","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":[0.76830786,0.00016538646,0.00034070516,0.15548179,0.00020890884,0.0006179543,0.00010105042,0.000029601862,0.074746735],"genre_scores_gemma":[0.99297214,0.000038728627,0.00005484593,0.005665833,0.00006199159,0.000047316455,0.000048268983,0.000008810856,0.0011020513],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9954011,0.0019773138,0.00037595205,0.00055806513,0.00083856704,0.00084903],"domain_scores_gemma":[0.9982042,0.00033237704,0.00006796813,0.0008943801,0.00011428648,0.00038679695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031397918,0.00021165973,0.00039303736,0.0006499591,0.0003475899,0.00093422027,0.0020215723,0.00020360081,0.0007656755],"category_scores_gemma":[0.00025433768,0.00013027502,0.0002601376,0.0018174914,0.00046278175,0.00019357169,0.00025512272,0.00034414223,0.000009084397],"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":[0.00011626969,0.0002196954,0.010731469,0.000048428323,0.000914491,0.00005665759,0.7281539,0.0072464934,0.000016155649,0.09923455,0.15264213,0.0006197766],"study_design_scores_gemma":[0.000032993976,0.00002567029,0.019814357,0.0000128657,0.00033882138,6.033643e-8,0.9681264,0.00018149018,0.0000050914746,0.0005155825,0.01076237,0.00018428953],"about_ca_topic_score_codex":0.9100427,"about_ca_topic_score_gemma":0.9879968,"teacher_disagreement_score":0.23997253,"about_ca_system_score_codex":0.00025081707,"about_ca_system_score_gemma":0.0012347442,"threshold_uncertainty_score":0.9008708},"labels":[],"label_agreement":null},{"id":"W4233126966","doi":"10.3138/jcs.40.1.37","title":"Hurricane Hazel: Disaster Relief, Politics, and Society in Canada, 1954-55","year":2006,"lang":"en","type":"article","venue":"Journal of Canadian Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Storm; Natural disaster; Government (linguistics); Local government; Political science; Emergency management; Public administration; Geography; Law","score_opus":0.015457629618582387,"score_gpt":0.2609673628670616,"score_spread":0.24550973324847924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233126966","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":[0.8412524,0.0050974265,0.0000020381494,0.019197738,0.0006897357,0.00011333769,0.000009859062,0.0000037752604,0.13363372],"genre_scores_gemma":[0.99267167,0.0011805856,0.000083911335,0.000747423,0.00027385447,8.368244e-7,2.068335e-7,0.0000046450145,0.0050368505],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988978,0.00004806991,0.00026842565,0.000084827734,0.00032299373,0.0003778665],"domain_scores_gemma":[0.99944323,0.00006550058,0.00011882677,0.000052188618,0.00011365775,0.00020658795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003140192,0.00007856496,0.00019954835,0.00019343793,0.0002607718,0.000046896002,0.00014744811,0.000023879205,0.000017027776],"category_scores_gemma":[0.00006551439,0.00006587137,0.000043418164,0.00032159203,0.00028102178,0.00015828153,0.000025386344,0.00010729261,0.0000013385921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041090766,0.000021220922,0.17048016,0.000036571186,0.00011248617,0.00021498214,0.024217626,0.00005011047,0.000005294099,0.02989083,0.7726461,0.0023204666],"study_design_scores_gemma":[0.00032354245,0.000023056278,0.25455052,0.00008419398,0.000034090623,0.00000452963,0.19987403,0.0000064197798,0.0000025505983,0.0022199834,0.54271257,0.00016450613],"about_ca_topic_score_codex":0.9974156,"about_ca_topic_score_gemma":0.99992394,"teacher_disagreement_score":0.22993357,"about_ca_system_score_codex":0.00084115245,"about_ca_system_score_gemma":0.0016171804,"threshold_uncertainty_score":0.28688088},"labels":[],"label_agreement":null},{"id":"W4233649941","doi":"10.7492/ijaec.2014.003","title":"Using Indigenous Building Patterns to Cope with Natural Disasters: The Case of Cyclones in Bangladesh","year":2014,"lang":"en","type":"article","venue":"International Journal of Architecture Engineering and Construction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Natural disaster; Indigenous; Natural (archaeology); Geography; Tropical cyclone; History; Meteorology; Climatology; Geology; Archaeology; Ecology","score_opus":0.005285464906200707,"score_gpt":0.2534420332699308,"score_spread":0.2481565683637301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233649941","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":[0.95234925,0.000033518176,0.046728745,0.00029211747,0.00049955555,0.000050973056,0.0000014904915,0.0000037126733,0.000040647144],"genre_scores_gemma":[0.9943347,0.000007239643,0.0054323445,0.000018098875,0.00019942237,5.135677e-7,2.1952862e-7,0.0000033579352,0.0000041203293],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9995113,0.00003545677,0.00014210846,0.000055802157,0.00017214907,0.0000831855],"domain_scores_gemma":[0.99970907,0.00006881676,0.00009435826,0.00003175129,0.00006456056,0.000031459294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021602107,0.000052208063,0.000076568125,0.00018450191,0.000050047925,0.000050651193,0.00013408641,0.00001584474,0.000002200547],"category_scores_gemma":[0.00004801809,0.000034243687,0.000020894566,0.00010164184,0.00006694258,0.000097298,0.000023417972,0.00011361572,4.5798622e-8],"study_design_candidate":"simulation_or_modeling","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":[0.00026106957,0.000046084842,0.05210261,0.00006410761,0.00023509895,0.0004033961,0.08019631,0.3659722,0.00476927,0.013767296,0.0000048696616,0.4821777],"study_design_scores_gemma":[0.01602899,0.0032859368,0.28549147,0.015376233,0.000855449,0.086811796,0.4024561,0.1239726,0.014635778,0.014022471,0.032796644,0.004266545],"about_ca_topic_score_codex":0.0003085884,"about_ca_topic_score_gemma":0.00047141276,"teacher_disagreement_score":0.47791114,"about_ca_system_score_codex":0.000028652099,"about_ca_system_score_gemma":0.000016498443,"threshold_uncertainty_score":0.1396417},"labels":[],"label_agreement":null},{"id":"W4233897386","doi":"10.22617/tim189534-2","title":"Understanding Disaster Risk for Advancing Resilient Development:","year":2018,"lang":"en","type":"report","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Canada; Steno Diabetes Center Copenhagen; United Nations Development Programme; Asian Development Bank","keywords":"Resilience (materials science); Risk analysis (engineering); Business; Environmental planning; Environmental science; Physics","score_opus":0.1656873718326212,"score_gpt":0.37278904065215135,"score_spread":0.20710166881953015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233897386","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006455664,0.0001325906,0.0742525,0.00016238679,0.0030220607,0.0010034168,0.000011543371,0.00014535473,0.92062455],"genre_scores_gemma":[0.06163231,0.0018136239,0.009266612,0.00013640031,0.0027701687,0.00015395245,0.00006802984,0.00008618527,0.92407274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966794,0.000101273494,0.00046761698,0.00059708126,0.0013691394,0.00078545714],"domain_scores_gemma":[0.99864036,0.00022759213,0.00039950866,0.00028955904,0.00026224737,0.00018072722],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002934716,0.00026838543,0.0003263363,0.00021147843,0.0015150228,0.00027733235,0.0005201356,0.00024724708,0.0007625384],"category_scores_gemma":[0.00073143427,0.00022595389,0.00015678938,0.00023998859,0.000384378,0.00025692448,0.00019167135,0.0001558973,0.000116948235],"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":[0.000048611622,0.00009400324,0.003457151,0.00050002674,0.00025366276,0.0000064105093,0.033168327,0.000013930691,0.0000028722707,0.016221028,0.9226805,0.023553496],"study_design_scores_gemma":[0.00015440618,0.000029451092,0.0001366946,0.000229135,0.00007254489,2.538884e-7,0.023112584,0.000015794354,0.000008954378,0.0026958406,0.9731773,0.00036704043],"about_ca_topic_score_codex":0.000571001,"about_ca_topic_score_gemma":0.020289093,"teacher_disagreement_score":0.06498589,"about_ca_system_score_codex":0.0015708436,"about_ca_system_score_gemma":0.0015413427,"threshold_uncertainty_score":0.9997849},"labels":[],"label_agreement":null},{"id":"W4233963832","doi":"10.2307/j.ctv18pgxdd.9","title":"LES COMPORTEMENTS SEXUELS À RISQUE DES JEUNES INTERNAUTES GAIS QUÉBÉCOIS SELON LE NET GAY BAROMÈTRE 2008","year":2011,"lang":"fr","type":"book-chapter","venue":"Presses de l'Université du Québec eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Art","score_opus":0.02793424662949391,"score_gpt":0.21997064943707115,"score_spread":0.19203640280757722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233963832","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17894034,0.0047763884,0.0009841014,0.00044662738,0.000475685,0.00064919365,0.000057806406,0.00024832328,0.81342155],"genre_scores_gemma":[0.6457122,0.00223669,0.00026599964,0.00015043412,0.00024198994,0.000012294871,0.000023994706,0.00007953414,0.35127684],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664235,0.00026208462,0.000584815,0.00094133767,0.0006269719,0.0009424486],"domain_scores_gemma":[0.99776775,0.00024285527,0.0006646858,0.0005960713,0.00026374974,0.0004648669],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00030669145,0.00083686714,0.000740121,0.00030268627,0.0016978001,0.00023422558,0.0019370787,0.0004929617,0.010791143],"category_scores_gemma":[0.00003670782,0.0008865346,0.00043463774,0.00007565676,0.0031924718,0.000617465,0.0010392611,0.00048705022,0.000790789],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003620963,0.0005376199,0.26852593,0.001315083,0.002514789,0.00095370837,0.19193093,0.00014014468,0.00043623423,0.10036674,0.028924597,0.40399212],"study_design_scores_gemma":[0.0007090327,0.0001953327,0.008922537,0.0009142824,0.0007043734,0.000018882836,0.015959047,0.00009526807,0.00035536857,0.003806018,0.96717197,0.001147899],"about_ca_topic_score_codex":0.79812485,"about_ca_topic_score_gemma":0.7677732,"teacher_disagreement_score":0.9382474,"about_ca_system_score_codex":0.00064076926,"about_ca_system_score_gemma":0.00077874324,"threshold_uncertainty_score":0.9999872},"labels":[],"label_agreement":null},{"id":"W4234381803","doi":"10.4000/communication.9017","title":"Bernard MOTULSKY, Jean Bernard GUINDON et Flore TANGUAY-HEBERT (dir.) (2017), Communication des risques météorologiques et climatiques","year":2018,"lang":"fr","type":"article","venue":"Communication","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art; Humanities","score_opus":0.048406741325485864,"score_gpt":0.36808938818751763,"score_spread":0.31968264686203174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234381803","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":[0.25242865,0.10702204,0.0014527482,0.12797847,0.00081450905,0.0013543882,0.000050064715,0.0006857405,0.5082134],"genre_scores_gemma":[0.73739606,0.22485685,0.015345368,0.001939196,0.00023222332,0.00009346491,0.00022838228,0.000051253242,0.019857183],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99177223,0.0055387653,0.00080818584,0.0005333242,0.000635017,0.0007124788],"domain_scores_gemma":[0.9945631,0.00097639643,0.0007056207,0.0028531712,0.0006936996,0.00020799499],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0045060846,0.0004414783,0.00046046145,0.00018534691,0.0018336187,0.0006264392,0.0034893665,0.00045631255,0.0008778299],"category_scores_gemma":[0.000802873,0.00045144078,0.00020766027,0.00065371103,0.0049331305,0.0023689105,0.0016613923,0.0007036801,0.0005690023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016483405,0.0012294542,0.022125183,0.00026300823,0.0003140929,0.0000053170556,0.14119546,0.00006501762,0.00044786918,0.2886468,0.29271135,0.2528316],"study_design_scores_gemma":[0.0007604197,0.00063687377,0.046537593,0.0016552712,0.00027825878,0.0000077121895,0.023220021,0.0024975357,0.0006090593,0.09221751,0.83051115,0.0010686053],"about_ca_topic_score_codex":0.012313981,"about_ca_topic_score_gemma":0.05386715,"teacher_disagreement_score":0.5377998,"about_ca_system_score_codex":0.00037624402,"about_ca_system_score_gemma":0.00014743675,"threshold_uncertainty_score":0.9997937},"labels":[],"label_agreement":null},{"id":"W4234488954","doi":"10.5194/nhess-2018-353","title":"A global comparison of community-based responses to natural hazards","year":2018,"lang":"en","type":"preprint","venue":"","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":"Saint Mary's University","funders":"","keywords":"Hazard; Preparedness; Natural hazard; Emergency management; Community resilience; Resilience (materials science); Psychological intervention; Psychological resilience; Environmental planning; Geography; Environmental resource management; Political science; Computer science; Psychology; Ecology; Environmental science; Social psychology","score_opus":0.06772313940582152,"score_gpt":0.4210274683234625,"score_spread":0.35330432891764096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234488954","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":[0.7715124,0.00005111687,0.0012179137,0.0025107588,0.0011814204,0.00046628772,0.000037412807,0.00011356231,0.22290917],"genre_scores_gemma":[0.9902582,0.0000022511827,0.0019727845,0.00075128186,0.0001082794,0.000013395607,0.000018687257,0.000005239642,0.006869892],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975795,0.0010181958,0.00029040707,0.0001856384,0.0006451912,0.00028107775],"domain_scores_gemma":[0.99878246,0.0001796271,0.00015803825,0.0005552925,0.00021094734,0.00011362721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011955673,0.00015818421,0.00032299975,0.00010914205,0.00043332748,0.00015036682,0.0014530213,0.00015519703,0.00018176626],"category_scores_gemma":[0.00031462312,0.00013789532,0.00012420231,0.00035483608,0.000693838,0.000052826894,0.0011303951,0.00029400887,0.000056922127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013679694,0.001671194,0.17201222,0.0008739235,0.00024451345,0.00000537513,0.10725621,0.0010916445,0.000052117295,0.049287125,0.6151211,0.051016547],"study_design_scores_gemma":[0.0011379693,0.0008967914,0.20457412,0.0011194809,0.00024942288,2.0390112e-7,0.1271304,0.0021238048,0.00058050675,0.01798422,0.64234585,0.0018572219],"about_ca_topic_score_codex":0.009214479,"about_ca_topic_score_gemma":0.02109529,"teacher_disagreement_score":0.21874583,"about_ca_system_score_codex":0.00012920234,"about_ca_system_score_gemma":0.00040494412,"threshold_uncertainty_score":0.99738324},"labels":[],"label_agreement":null},{"id":"W4234597877","doi":"10.32920/ryerson.14663622","title":"Whose lives are important?: A media analysis of the 2010 Haiti and Pakistan disasters","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Flood myth; Ideology; Political science; Media coverage; Position (finance); Power (physics); Public relations; Humanitarian crisis; Humanitarian aid; Emergency management; News media; Media studies; Development economics; Economic growth; Politics; History; Sociology; Business; Law","score_opus":0.02034172986165138,"score_gpt":0.301449659946137,"score_spread":0.2811079300844856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234597877","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":[0.93959546,0.0009407213,0.00008307729,0.0018519403,0.0009307325,0.00031421531,0.000044477267,0.000034109125,0.056205288],"genre_scores_gemma":[0.9854324,0.0013698508,0.0001101497,0.00012300724,0.00005706217,0.000010260664,0.000015754415,0.000006672428,0.01287488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982179,0.0002009845,0.00035580192,0.0004184389,0.0005797859,0.0002271376],"domain_scores_gemma":[0.9988042,0.00013778948,0.00038532424,0.00049132796,0.00008357564,0.000097786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046049707,0.00016254958,0.0004106207,0.00015385785,0.00020199639,0.000297939,0.00063491473,0.000118512144,0.00036711287],"category_scores_gemma":[0.00013381058,0.000106542415,0.0002999809,0.00073088595,0.0008602555,0.000108796885,0.0010264225,0.00018743872,8.8521784e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017091052,0.00022092559,0.686716,0.0002861873,0.002783482,0.00003762206,0.2895798,0.00019299806,0.00005144785,0.011372577,0.0038503231,0.004891487],"study_design_scores_gemma":[0.000107478736,0.000006238185,0.5037136,0.0002286746,0.0019061295,1.1099126e-7,0.49023652,0.00039873502,0.000023487783,0.0010493402,0.001993179,0.00033649843],"about_ca_topic_score_codex":0.004102803,"about_ca_topic_score_gemma":0.09914765,"teacher_disagreement_score":0.2006567,"about_ca_system_score_codex":0.000026033586,"about_ca_system_score_gemma":0.00011499698,"threshold_uncertainty_score":0.91729057},"labels":[],"label_agreement":null},{"id":"W4235052403","doi":"10.1142/s0219030303001435","title":"SARS Special Report — Country Update","year":2003,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Special section; Coronavirus disease 2019 (COVID-19); Medicine; Virology; Business; Internal medicine; Engineering","score_opus":0.015236135976302296,"score_gpt":0.27861269340930883,"score_spread":0.26337655743300653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235052403","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013351737,0.00008409819,0.00034007142,0.0035544962,0.002251473,0.00033392067,0.0000044175304,0.00015534012,0.97992444],"genre_scores_gemma":[0.8519053,0.0009964334,0.0019558803,0.00060018874,0.0026018107,0.000022660772,0.000030146226,0.00004081893,0.14184678],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793434,0.00015812016,0.0003128188,0.0004531372,0.0006029274,0.0005386833],"domain_scores_gemma":[0.99917054,0.000023546301,0.00015030938,0.000460962,0.000045902372,0.00014873376],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007922841,0.00016672075,0.00018602042,0.00010665078,0.0005156019,0.00024086094,0.00039773257,0.00021469619,0.0011343609],"category_scores_gemma":[0.0001824381,0.00015437945,0.00008547537,0.00070456654,0.00045571587,0.00031076497,0.000047884805,0.00020247887,0.0007273932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022633798,0.00018402092,0.0045527145,0.000017044234,0.000047288893,0.00051456346,0.003937773,0.000003236991,0.0009753826,0.3078973,0.644111,0.037737064],"study_design_scores_gemma":[0.0001394909,0.000014984912,0.00029059924,0.000009927404,0.000013705394,0.000011145757,0.014428703,0.0000013780608,0.00076093193,0.0028079508,0.9813083,0.00021287522],"about_ca_topic_score_codex":0.0004447056,"about_ca_topic_score_gemma":0.0012524998,"teacher_disagreement_score":0.83855355,"about_ca_system_score_codex":0.00008554424,"about_ca_system_score_gemma":0.00017582346,"threshold_uncertainty_score":0.99977875},"labels":[],"label_agreement":null},{"id":"W4235624518","doi":"10.31235/osf.io/b342a","title":"The Experiential Gap in Disaster Research: Feminist Epistemology and the Contribution of Local Affected Researchers","year":2018,"lang":"en","type":"preprint","venue":"","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":"Mount Royal University","funders":"","keywords":"Reflexivity; Experiential learning; Experiential knowledge; Objectivity (philosophy); Situated; Feminist epistemology; Insider; Epistemology; Sociology; Bridge (graph theory); Social science; Pedagogy; Feminist philosophy; Computer science","score_opus":0.11356484602816516,"score_gpt":0.427981454983845,"score_spread":0.3144166089556798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235624518","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":[0.6209928,0.0008974478,0.0011202235,0.014159067,0.0011973944,0.003131567,0.0000061744486,0.000037062648,0.35845825],"genre_scores_gemma":[0.99161476,0.00031993008,0.000010853248,0.000036469613,0.00016464837,0.00014382676,0.0000050020512,0.0000065468166,0.0076979897],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9932662,0.0044813976,0.00033854917,0.00038451958,0.00092075695,0.00060858007],"domain_scores_gemma":[0.9974131,0.0016626687,0.0001243736,0.00043629494,0.0002806818,0.00008290509],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01159109,0.00011982944,0.00025185588,0.0001189778,0.0008516068,0.00030315525,0.0009784512,0.00023415512,0.00010814625],"category_scores_gemma":[0.0014005891,0.00006233088,0.00007074405,0.00036564487,0.021135593,0.00005853151,0.0017643991,0.0005885419,0.000014538649],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015070159,0.00014068028,0.0032226644,0.00009025822,0.000083779756,0.000011780448,0.10695877,0.0000074391473,0.00002630431,0.867465,0.0119117955,0.008574481],"study_design_scores_gemma":[0.0048718336,0.00038119173,0.013937623,0.0005419118,0.000044728447,0.0000017515615,0.72744614,0.001847904,0.00024635094,0.1401445,0.10998391,0.0005521207],"about_ca_topic_score_codex":0.005902569,"about_ca_topic_score_gemma":0.025265666,"teacher_disagreement_score":0.72732055,"about_ca_system_score_codex":0.00011391108,"about_ca_system_score_gemma":0.0002355145,"threshold_uncertainty_score":0.9925207},"labels":[],"label_agreement":null},{"id":"W4235720780","doi":"10.5951/tcm.17.2.0068","title":"Problem Solvers: Solutions: Storm-water management","year":2010,"lang":"en","type":"article","venue":"Teaching Children Mathematics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Storm; Mathematics; Computer science; Meteorology; Geography","score_opus":0.014986589152218538,"score_gpt":0.27760655821829716,"score_spread":0.26261996906607865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235720780","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":[0.43579206,0.00001764584,0.005815587,0.0011579654,0.0004417977,0.00087598193,0.0000024016283,0.0004141106,0.55548245],"genre_scores_gemma":[0.9254813,0.000019769892,0.05657653,0.00013859745,0.0003131646,0.00003192031,0.000012083346,0.000025690379,0.017400924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984431,0.000073666655,0.00023514032,0.00023257249,0.00048207855,0.00053341937],"domain_scores_gemma":[0.99941266,0.00003637602,0.000075313306,0.0003539388,0.000021237413,0.0001005026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016557955,0.00014521214,0.0001372411,0.000112781534,0.0012305916,0.0002478673,0.00060143706,0.00007344046,0.00036107027],"category_scores_gemma":[0.000040487386,0.0001091623,0.0000777196,0.000083501516,0.00022708892,0.0003335168,0.00023680522,0.00037107494,0.00036421063],"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":[0.0000018205519,0.00042545644,0.0015999061,0.00007266463,0.00008560756,0.0000035269827,0.06636558,0.000016227208,0.00027568432,0.909367,0.008040471,0.013746017],"study_design_scores_gemma":[0.002065429,0.0001290063,0.012521588,0.00051588344,0.00061020703,0.000021418204,0.059990615,0.0010045944,0.00029338698,0.57376564,0.34669873,0.002383511],"about_ca_topic_score_codex":0.00015385333,"about_ca_topic_score_gemma":0.00049780327,"teacher_disagreement_score":0.5380815,"about_ca_system_score_codex":0.000035903184,"about_ca_system_score_gemma":0.000015463935,"threshold_uncertainty_score":0.94648397},"labels":[],"label_agreement":null},{"id":"W4235820209","doi":"10.32920/ryerson.14668143","title":"Fostering High-Rise Housing Community Resilience in Toronto: A Framework and Discussion Guide","year":2021,"lang":"en","type":"preprint","venue":"","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainability; Resilience (materials science); Community resilience; Cohesion (chemistry); High rise; Community cohesion; Product (mathematics); Apartment; Environmental resource management; Political science; Sociology; Environmental planning; Architectural engineering; Engineering; Geography; Civil engineering; Economics","score_opus":0.03697751538276509,"score_gpt":0.362367704412795,"score_spread":0.32539018903002986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235820209","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":[0.7934982,0.0009272046,0.004258334,0.0018290549,0.0009586205,0.0005048214,0.0000021075732,0.0001256297,0.19789603],"genre_scores_gemma":[0.9882054,0.0012746757,0.0062645916,0.00015462401,0.000107822096,0.000021806138,0.000004801223,0.000013564996,0.0039527686],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9974843,0.0008688014,0.00034689746,0.0004474493,0.0004490035,0.00040353995],"domain_scores_gemma":[0.99889815,0.00019398773,0.00012805658,0.00060673,0.00004579719,0.00012727534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013900708,0.00021170641,0.00031320268,0.00005854167,0.00067879155,0.000703088,0.0007614413,0.0002966244,0.0002791689],"category_scores_gemma":[0.0004134096,0.00015764622,0.000057633948,0.00017993033,0.00038129522,0.00048234552,0.0068986244,0.0007585309,0.0000024864287],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064178006,0.0005696554,0.044865433,0.0009470073,0.000057540663,0.0001357763,0.35158986,0.00091176893,0.00027077072,0.02558858,0.0012746359,0.5737248],"study_design_scores_gemma":[0.0003867783,0.00005512267,0.088306926,0.005568732,0.000053360425,7.313833e-7,0.8642371,0.00063827896,0.000059149348,0.035629146,0.0039329138,0.0011317204],"about_ca_topic_score_codex":0.18368115,"about_ca_topic_score_gemma":0.38557205,"teacher_disagreement_score":0.5725931,"about_ca_system_score_codex":0.00039804284,"about_ca_system_score_gemma":0.00014159246,"threshold_uncertainty_score":0.8598642},"labels":[],"label_agreement":null},{"id":"W4236462296","doi":"10.7588/worllitetoda.87.6.0062","title":"","year":2013,"lang":"","type":"article","venue":"World Literature Today","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; White (mutation); History; Donkey; Archaeology","score_opus":0.007023865098905554,"score_gpt":0.24947765479835923,"score_spread":0.2424537896994537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236462296","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":[0.29969022,0.018363956,0.000089047295,0.11901735,0.0094690705,0.0059537794,0.000032424286,0.0005772977,0.5468069],"genre_scores_gemma":[0.63290817,0.0007398164,0.00044907536,0.0059458683,0.002220987,0.00026237147,0.000025863264,0.000050908377,0.35739696],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98819405,0.0018024034,0.0016251872,0.002296419,0.002552834,0.003529136],"domain_scores_gemma":[0.99457365,0.0005440155,0.0007390182,0.0016894483,0.0008538195,0.0016000448],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0017192202,0.0013574959,0.0011218503,0.0012797804,0.0034158442,0.013087558,0.0035552818,0.0005251909,0.008429395],"category_scores_gemma":[0.00026575872,0.0011523447,0.00078370515,0.011804603,0.0022957663,0.0096114185,0.0009864388,0.0016840845,0.0016274161],"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":[0.00012174092,0.0012061426,0.021462053,0.0004919961,0.00034634463,0.00019760917,0.4201594,0.00006714478,0.0010783607,0.26703402,0.20785907,0.0799761],"study_design_scores_gemma":[0.0015964914,0.00024097109,0.07135472,0.0025984007,0.00019961715,0.000004195542,0.030482886,0.000287477,0.00010058372,0.02264893,0.86825377,0.002231986],"about_ca_topic_score_codex":0.0019906985,"about_ca_topic_score_gemma":0.005909252,"teacher_disagreement_score":0.66039467,"about_ca_system_score_codex":0.00027859333,"about_ca_system_score_gemma":0.00020247129,"threshold_uncertainty_score":0.99991757},"labels":[],"label_agreement":null},{"id":"W4236483478","doi":"10.1142/9781783269518_0020","title":"Pandemic Planning","year":2016,"lang":"en","type":"book-chapter","venue":"IMPERIAL COLLEGE PRESS eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health","funders":"","keywords":"Pandemic; Computer science; Geography; Coronavirus disease 2019 (COVID-19); Medicine; Infectious disease (medical specialty)","score_opus":0.060696182547142485,"score_gpt":0.31535209921978796,"score_spread":0.2546559166726455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236483478","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016303123,0.00037216907,0.00002341298,0.000048932645,0.002255667,0.0007139477,0.00010618164,0.00022630666,0.99609035],"genre_scores_gemma":[0.015235574,0.00012893057,0.000023245811,0.000086314954,0.002402464,0.000037183494,0.0000030600297,0.000050913557,0.9820323],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980372,0.00006904682,0.00032747732,0.00046340926,0.00061686174,0.0004860066],"domain_scores_gemma":[0.99906266,0.00012666875,0.00022023707,0.0003359907,0.00007289376,0.00018157154],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003451422,0.00031326248,0.0003645871,0.00010472807,0.00052520557,0.0001592449,0.0007140104,0.00042990642,0.00052600406],"category_scores_gemma":[0.00004072464,0.0002564974,0.00016336582,0.0000067002998,0.0006222178,0.00011622626,0.00027377324,0.00021037173,0.00010546093],"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":[0.000084216,0.0000034981056,0.000005657627,0.000022356337,0.000059444345,0.00004883229,0.0032196227,3.545198e-7,0.000073262716,0.97364235,0.014922249,0.007918153],"study_design_scores_gemma":[0.00037781592,0.000032165444,0.0000022535935,0.00027020441,0.000052236766,9.999204e-7,0.00013951265,7.913743e-7,0.000016447142,0.027248673,0.97147745,0.00038143154],"about_ca_topic_score_codex":0.00012759944,"about_ca_topic_score_gemma":0.00017099155,"teacher_disagreement_score":0.95655525,"about_ca_system_score_codex":0.00011159701,"about_ca_system_score_gemma":0.00022516136,"threshold_uncertainty_score":0.99998873},"labels":[],"label_agreement":null},{"id":"W4236522001","doi":"10.4018/978-1-4666-0258-8.ch002","title":"The Use of Geospatial Technology in Disaster Management","year":2012,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Disaster Management and Resilience","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":"University of Manitoba","funders":"","keywords":"Geospatial analysis; Situation awareness; Emergency management; Plan (archaeology); Global Positioning System; Geography; Geomatics; Knowledge management; Business; Computer science; Engineering; Remote sensing; Political science","score_opus":0.030607692630582346,"score_gpt":0.2722031681470485,"score_spread":0.24159547551646612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236522001","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065970246,0.00032528746,0.00003504516,0.00034203404,0.00052720046,0.000588303,0.000013467526,0.00004563823,0.99746335],"genre_scores_gemma":[0.34577122,0.00018960887,0.00022031629,0.00013865194,0.00019969989,0.000033265107,0.0000012642064,0.000022683278,0.6534233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846,0.00003484219,0.00032868196,0.0002525726,0.00047922804,0.00044466567],"domain_scores_gemma":[0.99923986,0.00004232301,0.00020480175,0.00041056555,0.000040479186,0.00006195966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021761125,0.0002009226,0.00023295861,0.000104416366,0.00018881711,0.00008834319,0.00066475174,0.00026233177,0.00004243053],"category_scores_gemma":[0.000015355488,0.00015113218,0.00009950192,0.00005102432,0.0008577394,0.000084594234,0.00041361904,0.00015393231,0.000089099376],"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":[0.000016030217,0.000010160286,0.00034014933,0.000016330054,0.00004022363,0.000011651864,0.0004672397,0.0000014701412,3.154637e-7,0.9141373,0.0011942344,0.08376487],"study_design_scores_gemma":[0.00014925003,0.000020665866,0.00027576624,0.00013038267,0.000051397245,3.8794113e-7,0.00074328977,0.0000018378283,8.990076e-7,0.26831228,0.7301233,0.00019056805],"about_ca_topic_score_codex":0.00040873044,"about_ca_topic_score_gemma":0.0069474415,"teacher_disagreement_score":0.72892904,"about_ca_system_score_codex":0.00013959123,"about_ca_system_score_gemma":0.00004159767,"threshold_uncertainty_score":0.61629915},"labels":[],"label_agreement":null},{"id":"W4237296122","doi":"10.3763/ehaz.2001.0316","title":"The intergovernmental panel on natural disasters (IPND)","year":2001,"lang":"en","type":"article","venue":"Environmental Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; University of Toronto","funders":"","keywords":"Natural disaster; Natural hazard; Environmental planning; Natural (archaeology); Environmental resource management; Business; Political science; Environmental science; Geography; Meteorology","score_opus":0.011062677758887973,"score_gpt":0.24782380443486812,"score_spread":0.23676112667598015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237296122","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":[0.8148252,0.00012976157,0.0000129465125,0.0016055717,0.0009614825,0.00019710505,0.0000057876737,0.00003509908,0.18222706],"genre_scores_gemma":[0.9308135,0.00037955475,0.000010299467,0.00047837707,0.00018764427,0.000012884106,0.0000056214744,0.000010252264,0.06810189],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984211,0.00009753651,0.00013204095,0.0002302607,0.0007381999,0.0003808871],"domain_scores_gemma":[0.9995782,0.000072531955,0.000052428368,0.00020541952,0.0000010831712,0.000090366135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002287951,0.00012762708,0.00007484088,0.000018534423,0.0008689193,0.0001399386,0.00047514384,0.00003440902,0.00049822405],"category_scores_gemma":[0.000015415872,0.00008804159,0.000083869985,0.00007134662,0.0007118201,0.00020434136,0.00015854332,0.0001277918,0.00058755244],"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":[0.0006936896,0.0010400685,0.07951561,0.000009853594,0.00020361585,0.0001792612,0.03763781,0.00009263443,0.0027323395,0.039326817,0.049969167,0.78859913],"study_design_scores_gemma":[0.00041196795,0.000115477655,0.048285212,0.000018427076,0.000014631637,0.0000027829212,0.06047921,0.000105135565,0.00016438619,0.00036087114,0.88977593,0.00026597778],"about_ca_topic_score_codex":0.00007138708,"about_ca_topic_score_gemma":0.00030289224,"teacher_disagreement_score":0.83980674,"about_ca_system_score_codex":0.000313313,"about_ca_system_score_gemma":0.000009092017,"threshold_uncertainty_score":0.75519943},"labels":[],"label_agreement":null},{"id":"W4237912175","doi":"10.1190/tle32111408.1","title":"Reviews","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","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":"College of Veterinarians of British Columbia","funders":"","keywords":"History","score_opus":0.04898251830062519,"score_gpt":0.33253317941198063,"score_spread":0.28355066111135546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237912175","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025662933,0.00049455976,0.00009433337,0.008218457,0.00040756058,0.0003182461,4.2764363e-8,0.00004891059,0.96475494],"genre_scores_gemma":[0.60401297,0.00041776968,0.000069534464,0.001089753,0.0003650518,0.000029139614,1.8447633e-7,0.0000035882174,0.39401203],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952644,0.00009736904,0.000062230996,0.000064330074,0.00009499475,0.00015465546],"domain_scores_gemma":[0.999772,0.000039260147,0.000025929035,0.00012412586,0.000010331604,0.000028360328],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004680417,0.00003309298,0.000052579326,0.000012889057,0.00029331708,0.000098786455,0.00031660474,0.000013563835,0.00059091044],"category_scores_gemma":[0.000073909505,0.000018670054,0.000027179087,0.00012668937,0.00015267756,0.00014793247,0.000034216413,0.000042783733,0.011607991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.6424075e-7,0.000009540934,0.00082570134,0.000007751727,0.0000031746708,2.817148e-7,0.018411232,6.539119e-7,0.00016170394,0.06759635,0.76584804,0.1471352],"study_design_scores_gemma":[0.000016610566,0.0000026619996,0.0009855273,0.000012744307,0.0000031701245,4.295525e-8,0.0012386688,0.0000075202715,0.00000745386,0.0028140047,0.99487585,0.0000357628],"about_ca_topic_score_codex":0.00022731572,"about_ca_topic_score_gemma":0.000115736526,"teacher_disagreement_score":0.57835,"about_ca_system_score_codex":0.000012249139,"about_ca_system_score_gemma":0.0000065820045,"threshold_uncertainty_score":0.9891616},"labels":[],"label_agreement":null},{"id":"W4238279601","doi":"10.1007/s11027-005-0054-7","title":"The Value Of Public Participation During a Hazard, Impact, Risk And Vulnerability (HIRV) Analysis","year":2005,"lang":"en","type":"article","venue":"Mitigation and Adaptation Strategies for Global Change","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"U.S. Army Corps of Engineers; Federal Emergency Management Agency; National Oceanic and Atmospheric Administration","keywords":"Vulnerability (computing); Hazard; Vulnerability assessment; Environmental planning; Hazard analysis; Environmental resource management; Risk analysis (engineering); Political science; Business; Geography; Computer science; Engineering; Economics; Computer security; Psychology; Psychological intervention","score_opus":0.06622739247450826,"score_gpt":0.3596449339282363,"score_spread":0.29341754145372806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238279601","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":[0.99076074,0.0003211222,0.0056000603,0.0011286373,0.000033894037,0.00033914042,0.0000349253,0.000029357774,0.0017521023],"genre_scores_gemma":[0.9992066,0.00029042194,0.00025865462,0.000020257825,0.0000744266,0.00006327283,0.000015661319,0.0000017941609,0.00006891544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991379,0.00015752867,0.00019477055,0.00014184223,0.00019695272,0.00017102693],"domain_scores_gemma":[0.9994846,0.000082463,0.00016525874,0.00007188992,0.00012378326,0.000072010815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066441146,0.0000671307,0.000094320756,0.000043919044,0.0006603463,0.00028100007,0.00006224464,0.00003442808,0.000007432813],"category_scores_gemma":[0.00011716086,0.000050168943,0.000058792793,0.0004081828,0.0002700724,0.00073720963,0.000016209733,0.000025933932,4.811396e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060609396,0.00006807677,0.24840325,0.000054632623,0.00023694159,1.2289338e-7,0.029520348,0.0014239826,0.000034192806,0.51084006,0.000049480193,0.20930831],"study_design_scores_gemma":[0.00030755805,0.000043515935,0.91338885,0.0000057656807,0.00015488926,8.0635246e-8,0.040327944,0.034247365,0.000009401704,0.009969254,0.0014576055,0.000087750384],"about_ca_topic_score_codex":0.00081327616,"about_ca_topic_score_gemma":0.01821567,"teacher_disagreement_score":0.6649856,"about_ca_system_score_codex":0.00004923546,"about_ca_system_score_gemma":0.000042503925,"threshold_uncertainty_score":0.99969935},"labels":[],"label_agreement":null},{"id":"W4238727827","doi":"10.32920/ryerson.14663622.v1","title":"Whose lives are important?: A media analysis of the 2010 Haiti and Pakistan disasters","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Flood myth; Ideology; Political science; Media coverage; Position (finance); Power (physics); Humanitarian crisis; Humanitarian aid; Public relations; Emergency management; News media; Media studies; Politics; Development economics; History; Sociology; Business; Law","score_opus":0.02034172986165138,"score_gpt":0.301449659946137,"score_spread":0.2811079300844856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238727827","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":[0.93959546,0.0009407213,0.00008307729,0.0018519403,0.0009307325,0.00031421531,0.000044477267,0.000034109125,0.056205288],"genre_scores_gemma":[0.9854324,0.0013698508,0.0001101497,0.00012300724,0.00005706217,0.000010260664,0.000015754415,0.000006672428,0.01287488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982179,0.0002009845,0.00035580192,0.0004184389,0.0005797859,0.0002271376],"domain_scores_gemma":[0.9988042,0.00013778948,0.00038532424,0.00049132796,0.00008357564,0.000097786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046049707,0.00016254958,0.0004106207,0.00015385785,0.00020199639,0.000297939,0.00063491473,0.000118512144,0.00036711287],"category_scores_gemma":[0.00013381058,0.000106542415,0.0002999809,0.00073088595,0.0008602555,0.000108796885,0.0010264225,0.00018743872,8.8521784e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017091052,0.00022092559,0.686716,0.0002861873,0.002783482,0.00003762206,0.2895798,0.00019299806,0.00005144785,0.011372577,0.0038503231,0.004891487],"study_design_scores_gemma":[0.000107478736,0.000006238185,0.5037136,0.0002286746,0.0019061295,1.1099126e-7,0.49023652,0.00039873502,0.000023487783,0.0010493402,0.001993179,0.00033649843],"about_ca_topic_score_codex":0.004102803,"about_ca_topic_score_gemma":0.09914765,"teacher_disagreement_score":0.2006567,"about_ca_system_score_codex":0.000026033586,"about_ca_system_score_gemma":0.00011499698,"threshold_uncertainty_score":0.91729057},"labels":[],"label_agreement":null},{"id":"W4238898547","doi":"10.33423/jabe.v23i2.4096","title":"Financial and Risk Management Analysis of the Education Sector in Southeast Texas During Hurricane Harvey","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic Development Administration; Lamar University; U.S. Department of Commerce","keywords":"Private sector; Natural disaster; Finance; Business; Sustainability; Economic growth; Financial sector; Economics; Geography","score_opus":0.006636399410219332,"score_gpt":0.21287001632300326,"score_spread":0.2062336169127839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238898547","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":[0.98981285,0.00009442741,0.00001873651,0.0001715172,0.00013930899,0.000053714048,0.0000024023464,7.8177453e-7,0.009706236],"genre_scores_gemma":[0.9973691,0.0021770326,0.00011977729,0.000019501083,0.00006855808,9.137185e-7,4.193997e-7,0.0000021391,0.00024254755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954593,0.000018409048,0.00021546689,0.00008306852,0.00005891475,0.00007820288],"domain_scores_gemma":[0.9995826,0.000013793901,0.00027046015,0.00006381245,0.000046328012,0.000022999398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023376568,0.000044730117,0.00015827685,0.0001386239,0.00009915492,0.00006334753,0.00009392519,0.000022330265,0.000020005635],"category_scores_gemma":[0.000014600609,0.000034844874,0.00003509313,0.00046221836,0.00008052118,0.000098861376,0.00006246401,0.000048840287,2.6643153e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016926558,0.00035491257,0.81043506,0.0001986265,0.00056247134,0.0000052588484,0.008673497,0.010468623,0.000085088715,0.09684157,0.000091497524,0.0721141],"study_design_scores_gemma":[0.00019990384,0.000001882878,0.98889565,0.000020786136,0.0002015427,4.3380777e-7,0.008083777,0.0000600143,0.00001305337,0.0013197338,0.0011575216,0.000045693512],"about_ca_topic_score_codex":0.00017415221,"about_ca_topic_score_gemma":0.0026886673,"teacher_disagreement_score":0.17846057,"about_ca_system_score_codex":0.000028562668,"about_ca_system_score_gemma":0.0000902479,"threshold_uncertainty_score":0.15003395},"labels":[],"label_agreement":null},{"id":"W4238935699","doi":"10.32920/ryerson.14655936","title":"Continuity after catastrophe: temporary commercial developments for post-disaster recovery","year":2021,"lang":"en","type":"preprint","venue":"","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":"Toronto Metropolitan University","funders":"","keywords":"Disaster recovery; Natural disaster; Business; Container (type theory); Environmental planning; Operations management; Geography; Engineering; Political science","score_opus":0.02382124831079469,"score_gpt":0.3053561319057126,"score_spread":0.2815348835949179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238935699","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":[0.80277735,0.00027653997,0.00338174,0.0022234954,0.005007459,0.0022905031,0.00025428794,0.00017078756,0.18361783],"genre_scores_gemma":[0.9266043,0.000080557875,0.0061898273,0.0019798386,0.0006064766,0.00041021264,0.000577476,0.000032798685,0.063518524],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975651,0.00020301332,0.00043242212,0.000704192,0.00053814193,0.0005571487],"domain_scores_gemma":[0.99884176,0.00009903715,0.00019351138,0.0004129852,0.0002838041,0.00016890772],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006143118,0.00030411562,0.00040800532,0.0001077342,0.00033739975,0.0007380301,0.00075501343,0.0003146843,0.0010698524],"category_scores_gemma":[0.00013199195,0.00028687218,0.00026974536,0.00013606933,0.0002729124,0.00039908194,0.0014155708,0.00027374522,0.00005819117],"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":[0.0019337481,0.0016913208,0.26280633,0.0020907577,0.001359016,0.00027439834,0.14089252,0.000045509958,0.00009692727,0.0050831083,0.24634574,0.33738062],"study_design_scores_gemma":[0.001854386,0.00016813618,0.33565453,0.0009912716,0.00031335084,0.0000013337088,0.086728215,0.000018115616,0.00011581995,0.002679818,0.56872267,0.0027523865],"about_ca_topic_score_codex":0.0023675608,"about_ca_topic_score_gemma":0.015435439,"teacher_disagreement_score":0.33462822,"about_ca_system_score_codex":0.0001450867,"about_ca_system_score_gemma":0.00076543307,"threshold_uncertainty_score":0.99995834},"labels":[],"label_agreement":null},{"id":"W4239220483","doi":"10.22617/tcs200300-2","title":"The Integrated Disaster Risk Management Fund:","year":2020,"lang":"en","type":"report","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Canada; Asian Development Bank","keywords":"Business; Risk management; Finance; Risk analysis (engineering)","score_opus":0.049207555780821796,"score_gpt":0.3375396853010424,"score_spread":0.2883321295202206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239220483","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006605887,0.00046964415,0.0003288351,0.002143994,0.0027018667,0.0007117573,0.000012143493,0.00019221021,0.9933735],"genre_scores_gemma":[0.019023346,0.03061087,0.00016238722,0.0002056799,0.00079728756,0.00006503818,0.000028671839,0.000029345818,0.94907737],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966712,0.00028224563,0.00036207557,0.00046611077,0.001715123,0.00050325267],"domain_scores_gemma":[0.9988532,0.00013393936,0.0002768086,0.00042679728,0.00015167953,0.00015756556],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014390909,0.00025190713,0.00024223998,0.00006612744,0.0011893398,0.000713959,0.001179141,0.00014987335,0.0010072842],"category_scores_gemma":[0.00017888854,0.00014187455,0.00019597451,0.0004619018,0.0005206634,0.0001235047,0.00041304377,0.00038562945,0.0010568475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010451893,0.000023498964,0.0006404473,0.000053997202,0.0002268763,0.00002054257,0.0025437763,0.0000013122603,6.6763015e-8,0.024244783,0.79282063,0.17941362],"study_design_scores_gemma":[0.00006479038,0.000012908058,0.0005933124,0.000047699934,0.00013313816,1.7283058e-7,0.02899412,0.000010819647,1.6351515e-7,0.00079727225,0.96913534,0.0002102525],"about_ca_topic_score_codex":0.0032797023,"about_ca_topic_score_gemma":0.014361897,"teacher_disagreement_score":0.17920336,"about_ca_system_score_codex":0.00021716037,"about_ca_system_score_gemma":0.00029904174,"threshold_uncertainty_score":0.99990594},"labels":[],"label_agreement":null},{"id":"W4239286747","doi":"10.32920/ryerson.14665176.v1","title":"Framing crisis: news media narratives of the “Opi-void” (Opioid) epidemic on Twitter","year":2021,"lang":"en","type":"preprint","venue":"","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Framing (construction); Narrative; Social media; Public relations; Political science; News media; Media studies; Sociology; Law; Engineering","score_opus":0.04361822056803499,"score_gpt":0.3270899535811012,"score_spread":0.2834717330130662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239286747","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":[0.6374581,0.00067579217,0.0009889541,0.025763748,0.0044959704,0.0007477023,0.0000043049204,0.000089538764,0.3297759],"genre_scores_gemma":[0.98404723,0.00039365655,0.0008105113,0.0025007483,0.00046897758,0.000034479617,0.0000051763127,0.000014651651,0.011724551],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974796,0.0005637582,0.0003835293,0.00049431395,0.00075988204,0.0003188834],"domain_scores_gemma":[0.9987325,0.00019895914,0.0002912293,0.0006086353,0.000094027055,0.000074657175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061206135,0.00021176648,0.0003470239,0.000081561295,0.0002755465,0.0001694749,0.0011651858,0.00024025097,0.0008530314],"category_scores_gemma":[0.00035373145,0.00013427252,0.00026231373,0.00026506098,0.00042199084,0.00012019716,0.000967078,0.00048516865,0.00002588066],"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":[0.000017006834,0.00021552079,0.01569524,0.00033749014,0.00020384318,0.000008998455,0.8225189,0.00032117704,0.00016195443,0.034164745,0.11299238,0.013362769],"study_design_scores_gemma":[0.00014501909,0.000017603446,0.009656344,0.0006893666,0.000055506258,9.136114e-8,0.9084468,0.000026635069,0.00035805767,0.024207037,0.055987958,0.00040960815],"about_ca_topic_score_codex":0.003452598,"about_ca_topic_score_gemma":0.010844011,"teacher_disagreement_score":0.34658915,"about_ca_system_score_codex":0.000053850385,"about_ca_system_score_gemma":0.0002457169,"threshold_uncertainty_score":0.93400955},"labels":[],"label_agreement":null},{"id":"W4239312656","doi":"10.32920/ryerson.14655936.v1","title":"Continuity after catastrophe: temporary commercial developments for post-disaster recovery","year":2021,"lang":"en","type":"preprint","venue":"","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":"Toronto Metropolitan University","funders":"","keywords":"Disaster recovery; Natural disaster; Business; Container (type theory); Environmental planning; Operations management; Geography; Engineering; Political science","score_opus":0.02382124831079469,"score_gpt":0.3053561319057126,"score_spread":0.2815348835949179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239312656","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":[0.80277735,0.00027653997,0.00338174,0.0022234954,0.005007459,0.0022905031,0.00025428794,0.00017078756,0.18361783],"genre_scores_gemma":[0.9266043,0.000080557875,0.0061898273,0.0019798386,0.0006064766,0.00041021264,0.000577476,0.000032798685,0.063518524],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975651,0.00020301332,0.00043242212,0.000704192,0.00053814193,0.0005571487],"domain_scores_gemma":[0.99884176,0.00009903715,0.00019351138,0.0004129852,0.0002838041,0.00016890772],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006143118,0.00030411562,0.00040800532,0.0001077342,0.00033739975,0.0007380301,0.00075501343,0.0003146843,0.0010698524],"category_scores_gemma":[0.00013199195,0.00028687218,0.00026974536,0.00013606933,0.0002729124,0.00039908194,0.0014155708,0.00027374522,0.00005819117],"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":[0.0019337481,0.0016913208,0.26280633,0.0020907577,0.001359016,0.00027439834,0.14089252,0.000045509958,0.00009692727,0.0050831083,0.24634574,0.33738062],"study_design_scores_gemma":[0.001854386,0.00016813618,0.33565453,0.0009912716,0.00031335084,0.0000013337088,0.086728215,0.000018115616,0.00011581995,0.002679818,0.56872267,0.0027523865],"about_ca_topic_score_codex":0.0023675608,"about_ca_topic_score_gemma":0.015435439,"teacher_disagreement_score":0.33462822,"about_ca_system_score_codex":0.0001450867,"about_ca_system_score_gemma":0.00076543307,"threshold_uncertainty_score":0.99995834},"labels":[],"label_agreement":null},{"id":"W4239539408","doi":"10.1504/ijem.2016.076631","title":"Towards transformational leadership: the nexus of emergency management systems in Canada","year":2016,"lang":"en","type":"article","venue":"International Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Transformational leadership; Nexus (standard); Emergency management; Transactional leadership; Grounded theory; Perspective (graphical); Leadership studies; Knowledge management; Complex adaptive system; Thematic analysis; Public relations; Sociology; Political science; Leadership style; Qualitative research; Engineering; Computer science; Social science","score_opus":0.05244282312296299,"score_gpt":0.31005934267085933,"score_spread":0.2576165195478963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239539408","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":[0.13489741,0.0034654515,0.018401204,0.06257271,0.060284726,0.002017642,0.00006098628,0.00003430985,0.71826553],"genre_scores_gemma":[0.9861048,0.005250055,0.00007098731,0.000070316404,0.0003057245,0.000018655397,0.0000014551526,0.000008558642,0.008169477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99628574,0.0001606935,0.0010913538,0.0001527478,0.0019907288,0.00031875132],"domain_scores_gemma":[0.998893,0.000033081255,0.0005115636,0.0001583835,0.00032378195,0.000080152415],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011004591,0.00014063298,0.00018115355,0.00031231935,0.000094018105,0.000025935398,0.001525861,0.000027137321,0.0014210384],"category_scores_gemma":[0.000030952484,0.000087878994,0.00014906333,0.00035971912,0.000061644576,0.00049503875,0.000108375134,0.00008770517,0.0000126214745],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028938355,0.00048033893,0.023289086,0.0003807042,0.0021265869,0.0003161037,0.011572503,0.0052149515,0.000072756826,0.6440109,0.08951495,0.22273171],"study_design_scores_gemma":[0.0026035637,0.00011859532,0.14572911,0.001031385,0.00023516538,0.0000060840193,0.14429857,0.0003394712,0.00004884649,0.013068976,0.69188815,0.0006320788],"about_ca_topic_score_codex":0.09253877,"about_ca_topic_score_gemma":0.24898262,"teacher_disagreement_score":0.8512074,"about_ca_system_score_codex":0.0005651908,"about_ca_system_score_gemma":0.00019533873,"threshold_uncertainty_score":0.9994918},"labels":[],"label_agreement":null},{"id":"W4239560870","doi":"10.1353/cal.2007.0063","title":"Louis Edwards","year":2006,"lang":"de","type":"article","venue":"Callaloo","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nothing; History; Art history; Quarter (Canadian coin); Archaeology; Philosophy","score_opus":0.010056296449589986,"score_gpt":0.25819397823386436,"score_spread":0.24813768178427437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239560870","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072137564,0.005413515,0.00028123523,0.0032422459,0.0034335924,0.00028731255,0.0000090699705,0.00011990614,0.91507554],"genre_scores_gemma":[0.77374727,0.0003713457,0.000087181754,0.000398869,0.0031843714,0.0000063681355,0.000009530664,0.000015695976,0.2221794],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982068,0.000107991465,0.00023945604,0.00034650473,0.0005550501,0.00054418924],"domain_scores_gemma":[0.9994935,0.00004300697,0.00008550809,0.00019998182,0.000059084417,0.00011894142],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003190215,0.00016383099,0.00017599891,0.00006500003,0.0003837914,0.0003304718,0.0005015628,0.00012976826,0.0013149345],"category_scores_gemma":[0.000034163528,0.00015313155,0.00012411115,0.000433823,0.000522409,0.00015534204,0.00012688365,0.00011496898,0.0054334104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016466998,0.00034888973,0.011779999,0.00008244379,0.00007002813,0.00010025784,0.0046920935,0.00007529636,0.00015101107,0.2255614,0.7342895,0.022832619],"study_design_scores_gemma":[0.00019380992,0.00003175186,0.010023993,0.000032199663,0.00006644526,1.4507529e-7,0.001198634,0.000082139566,0.000022309248,0.004021875,0.984089,0.00023768289],"about_ca_topic_score_codex":0.0019277561,"about_ca_topic_score_gemma":0.00051522214,"teacher_disagreement_score":0.7016097,"about_ca_system_score_codex":0.00007050536,"about_ca_system_score_gemma":0.00008569079,"threshold_uncertainty_score":0.999598},"labels":[],"label_agreement":null},{"id":"W4239566131","doi":"10.33423/ajm.v19i3.2189","title":"Who’s the Boss in Risky Business? Clarity around responsibility for decision making becomes critical during a crisis","year":2019,"lang":"en","type":"article","venue":"American Journal of Management","topic":"Disaster Management and Resilience","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":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"CLARITY; Boss; Sensemaking; Austerity; Public relations; Business; Identity (music); Political science; Law; Engineering","score_opus":0.013723762146770738,"score_gpt":0.3485006478175022,"score_spread":0.33477688567073144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239566131","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":[0.9815117,0.00013812537,0.004928312,0.00808831,0.0004810766,0.0004717124,0.000001375393,0.000010344946,0.004369024],"genre_scores_gemma":[0.9958766,0.0001800083,0.0029143288,0.00038804903,0.00011730159,0.000009071103,1.370997e-7,0.0000086175905,0.0005059012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979174,0.00032626634,0.00047645348,0.00023739361,0.00065796584,0.0003845278],"domain_scores_gemma":[0.9982985,0.00087924063,0.00029988342,0.0002850242,0.00017222633,0.000065080305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030074825,0.00011606715,0.00029647633,0.00024359205,0.00030487962,0.00022240343,0.0006813217,0.000025838604,0.00005964288],"category_scores_gemma":[0.00057777413,0.00008266686,0.0001330272,0.00076996186,0.0004015347,0.00042803035,0.00020439546,0.00017317344,0.000009895995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053254887,0.0010463918,0.45144293,0.00056119944,0.00039051502,0.00024375253,0.027432421,0.0021556255,0.000029864954,0.06273458,0.0070848237,0.44155243],"study_design_scores_gemma":[0.0006081942,0.00016886595,0.86384684,0.00037430745,0.000074353826,0.0000028017398,0.10303366,0.0001297602,0.0000018286726,0.011619235,0.01995537,0.00018479288],"about_ca_topic_score_codex":0.00021867927,"about_ca_topic_score_gemma":0.0004843314,"teacher_disagreement_score":0.44136763,"about_ca_system_score_codex":0.00019016978,"about_ca_system_score_gemma":0.000050808285,"threshold_uncertainty_score":0.33710566},"labels":[],"label_agreement":null},{"id":"W4239721828","doi":"10.1504/ijem.2019.099200","title":"How risk assessments by emergency management organisations fall prey to narrow framing","year":2019,"lang":"en","type":"article","venue":"International Journal of Emergency Management","topic":"Disaster Management and Resilience","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":"York University","funders":"","keywords":"Framing (construction); Emergency management; Risk management; Risk assessment; Risk analysis (engineering); Business; Public relations; Political science; Computer science; Engineering; Computer security","score_opus":0.016322785622524417,"score_gpt":0.3384829734926715,"score_spread":0.32216018787014705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239721828","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":[0.52486265,0.00049775006,0.0362205,0.012362386,0.027787726,0.0018157301,0.000040227183,0.000094804294,0.3963182],"genre_scores_gemma":[0.8386366,0.0034600731,0.0027349873,0.00016278119,0.00044835938,0.000026122,0.000011572384,0.000028050494,0.15449145],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604064,0.00017597248,0.0007583979,0.00038543806,0.002193039,0.00044651487],"domain_scores_gemma":[0.9982937,0.000021360014,0.00067907176,0.0002985985,0.0004790925,0.00022816143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009965161,0.00023674333,0.00022314859,0.00053465046,0.0002742857,0.00024426606,0.0018877579,0.000058826652,0.0031638846],"category_scores_gemma":[0.000058399084,0.00022889208,0.00022660858,0.00055365945,0.00003359465,0.0009891196,0.0004145829,0.00019443913,0.00028238646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018510339,0.0014771724,0.20803724,0.00019457066,0.0039315107,0.00016381082,0.013290752,0.0022390448,0.0005226289,0.098228715,0.5906867,0.0810428],"study_design_scores_gemma":[0.00083591393,0.00019568976,0.028062489,0.00011108707,0.0002335744,0.0000011118574,0.025848834,0.00011926825,0.000039655257,0.0051099854,0.9389616,0.00048078116],"about_ca_topic_score_codex":0.00015221073,"about_ca_topic_score_gemma":0.00022503771,"teacher_disagreement_score":0.34827495,"about_ca_system_score_codex":0.00031789855,"about_ca_system_score_gemma":0.000031146785,"threshold_uncertainty_score":0.99774736},"labels":[],"label_agreement":null},{"id":"W4239898984","doi":"10.5194/nhess-2018-318-rc1","title":"Comments to manuscript: \"Pre-disaster mapping with drones: an urban case study in Victoria, BC, Canada\"","year":2019,"lang":"en","type":"peer-review","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drone; Elevation (ballistics); Terrain; Relevance (law); Aerial photos; Geography; Aerial survey; Cartography; Computer science; Operations research; Aeronautics; Engineering; Remote sensing; Political science","score_opus":0.04266424101571566,"score_gpt":0.32983301575811,"score_spread":0.2871687747423944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239898984","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23412128,0.0024497577,0.0001567951,0.05518178,0.019509109,0.022814253,0.00015794058,0.00025523952,0.66535383],"genre_scores_gemma":[0.11386231,0.000094541414,0.00007446936,0.008216766,0.0005230901,0.00021428808,0.0000758259,0.000048538197,0.8768902],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99575406,0.0004860114,0.00056114345,0.0008855497,0.001523196,0.0007900558],"domain_scores_gemma":[0.9983968,0.00006632323,0.00020217145,0.00082378945,0.00014473299,0.0003661655],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009927453,0.00045782517,0.0007610561,0.00024324413,0.00031747416,0.00028884935,0.0011515543,0.00012527309,0.0009797974],"category_scores_gemma":[0.000036703852,0.00036131917,0.000055423534,0.00073263736,0.000085468004,0.00036997392,0.00034659795,0.00033374716,0.00008001207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014018353,0.0003025874,0.018676508,0.00058694475,0.00006987091,0.0012708307,0.03681451,0.000006476257,9.130892e-8,0.000066782,0.9406769,0.0015144293],"study_design_scores_gemma":[0.0004157377,0.0001687043,0.0010232921,0.0011926768,0.00007738693,0.0000053096405,0.13587804,0.000005200478,3.4613574e-8,0.0000032381015,0.86071765,0.0005127298],"about_ca_topic_score_codex":0.9626899,"about_ca_topic_score_gemma":0.9982813,"teacher_disagreement_score":0.21153632,"about_ca_system_score_codex":0.00063706865,"about_ca_system_score_gemma":0.00083832693,"threshold_uncertainty_score":0.9999334},"labels":[],"label_agreement":null},{"id":"W4239999927","doi":"10.5751/es-08924-210449","title":"Community-based management of environmental challenges in Latin America and the Caribbean","year":2016,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Latin Americans; Corporate governance; Flood myth; Political science; Geography; Flood risk management; Environmental planning; Environmental protection; Environmental resource management; Ecology; Archaeology; Environmental science; Management; Economics","score_opus":0.0228611448830787,"score_gpt":0.25247628629631336,"score_spread":0.22961514141323466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239999927","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":[0.9671708,0.00040642402,0.000017180568,0.011222459,0.000037817354,0.00017445306,0.0000024692786,0.0000067603814,0.020961633],"genre_scores_gemma":[0.9919048,0.0070212362,0.00011657741,0.0002597508,0.0000063382463,0.000010396209,3.7719568e-7,0.0000014395508,0.0006790897],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99938524,0.00031140013,0.00006834637,0.000070358234,0.000058978887,0.00010569034],"domain_scores_gemma":[0.9996518,0.0002211281,0.000034576136,0.00007435455,0.0000017389259,0.000016401724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051622564,0.00003776738,0.00007990292,0.000007949852,0.00026927062,0.0000046761375,0.00010179896,0.000036165256,0.000030829437],"category_scores_gemma":[0.0000045180977,0.000021895561,0.000024533461,0.000029763525,0.0017326367,0.000034571036,0.000087926455,0.000056289362,0.0000015022055],"study_design_candidate":"observational","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":[0.00010734167,0.00048860285,0.21778817,0.0001868782,0.00020935132,0.0000052202204,0.31837982,0.0000064745027,0.00012847525,0.21857332,0.0014951006,0.24263126],"study_design_scores_gemma":[0.0013100118,0.000039767107,0.8411155,0.000019688898,0.000015764457,4.7385953e-8,0.1398465,0.000016577935,0.000003660327,0.002778551,0.014797636,0.000056292098],"about_ca_topic_score_codex":0.000080518126,"about_ca_topic_score_gemma":0.00039943203,"teacher_disagreement_score":0.6233273,"about_ca_system_score_codex":0.0000142989,"about_ca_system_score_gemma":0.0000046129544,"threshold_uncertainty_score":0.6383972},"labels":[],"label_agreement":null},{"id":"W4240672654","doi":"10.1108/oxan-db250008","title":"Australian fires may destabilise prime minister","year":2020,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prime minister; Climate change; Tourism; Investment (military); Natural resource economics; Quarter (Canadian coin); Politics; Fossil fuel; Greenhouse gas; Economics; Economic policy; Political economy; Political science; Economy; Geography; Engineering; Law","score_opus":0.03106578680896534,"score_gpt":0.3203442679915168,"score_spread":0.28927848118255145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240672654","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014849309,0.0005513645,0.000013727169,0.3280867,0.0003728127,0.00046156818,0.000010302676,0.00043609992,0.6700526],"genre_scores_gemma":[0.00017951266,0.00046561935,0.0006579394,0.07969178,0.0012290177,0.00003937827,0.000027155833,0.00021812829,0.9174915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99788874,0.00011762656,0.00025076853,0.000599766,0.00058143324,0.00056168146],"domain_scores_gemma":[0.999183,0.00003062726,0.00017068375,0.0003435697,0.00001698014,0.0002551161],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012683442,0.0003292758,0.0003481312,0.00009514463,0.00023930459,0.00026912708,0.0007499433,0.000278017,0.016826002],"category_scores_gemma":[0.0000709052,0.00031303012,0.0001668462,0.00025425208,0.00055851,0.00015735732,0.00015938512,0.00018404966,0.00087552913],"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":[0.0000064503392,0.000033154607,0.000015007167,0.000033619555,0.00003370056,0.000026173968,0.01050046,5.764033e-8,0.000044133416,0.0010074317,0.9847654,0.0035343855],"study_design_scores_gemma":[0.00015535823,0.00002406181,0.000046126068,0.00014659522,0.000017434231,3.4474522e-7,0.00032093696,9.190622e-7,0.000034790555,0.00006925022,0.998761,0.00042319956],"about_ca_topic_score_codex":0.10439312,"about_ca_topic_score_gemma":0.003165998,"teacher_disagreement_score":0.2483949,"about_ca_system_score_codex":0.00004914215,"about_ca_system_score_gemma":0.00009004529,"threshold_uncertainty_score":0.99993217},"labels":[],"label_agreement":null},{"id":"W4240836015","doi":"10.3763/cpol.2003.0330","title":"Climate change and extreme weather events: can developing countries adapt?","year":2003,"lang":"en","type":"article","venue":"Climate Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":535,"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; University of Toronto","funders":"","keywords":"Extreme weather; Climate change; Developing country; Vulnerability (computing); Adaptive capacity; Business; Climate Finance; Environmental resource management; Adaptation (eye); Natural resource economics; Investment (military); Small Island Developing States; Debt; Environmental planning; Finance; Economics; Economic growth; Geography; Political science","score_opus":0.08013018273262862,"score_gpt":0.32907893241606634,"score_spread":0.24894874968343772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240836015","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":[0.27561632,0.0011198786,0.000055106808,0.027420267,0.0006240081,0.0008733632,0.00004460334,0.00025647625,0.69399],"genre_scores_gemma":[0.97465754,0.018424459,0.0003631324,0.0033623204,0.00039244274,0.0000573279,0.000003460985,0.000024348288,0.002714992],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859494,0.00011765429,0.00015563208,0.00022731736,0.00023079632,0.00067368516],"domain_scores_gemma":[0.9996261,0.000034689954,0.00007365415,0.00013555214,0.00003579218,0.0000942241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047737753,0.00012994502,0.00014088736,0.00011925622,0.00065458525,0.00012609019,0.0001727955,0.000056631638,0.00012369998],"category_scores_gemma":[0.000081064674,0.00011783464,0.00002949152,0.00029311865,0.00024489293,0.00030425677,0.00009775839,0.000047410245,0.00008850141],"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":[0.0000044973376,0.000013582337,0.019611279,0.000051130355,0.000006887108,0.0000035412957,0.015986882,1.7732502e-7,0.0000051109882,0.9595036,0.0002136338,0.004599705],"study_design_scores_gemma":[0.0005356725,0.000036174257,0.037288126,0.00024387323,0.00003240749,0.0000029595337,0.019580627,0.000012876873,0.00003841412,0.018201659,0.9234806,0.00054663373],"about_ca_topic_score_codex":0.0012473052,"about_ca_topic_score_gemma":0.00260333,"teacher_disagreement_score":0.94130194,"about_ca_system_score_codex":0.0000915118,"about_ca_system_score_gemma":0.000081612336,"threshold_uncertainty_score":0.5034607},"labels":[],"label_agreement":null},{"id":"W4240872538","doi":"10.32920/ryerson.14647452","title":"Assessing Organizational Capacity and Sustainability of a Partnership: the Future of CERIS","year":2021,"lang":"en","type":"preprint","venue":"","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":"Toronto Metropolitan University","funders":"","keywords":"Mandate; General partnership; Sustainability; Context (archaeology); Capacity building; Political science; Public relations; Business; Public administration; Geography","score_opus":0.02669870848117316,"score_gpt":0.3236161966351069,"score_spread":0.2969174881539337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240872538","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":[0.94148946,0.00035928376,0.001239609,0.0042820093,0.0002326614,0.0003161424,0.0000027852725,0.00001714685,0.05206091],"genre_scores_gemma":[0.9982214,0.00009620905,0.00025980323,0.000031651398,0.00011639697,0.0000033542865,0.0000052863174,0.0000031081781,0.0012627948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99887353,0.0002814505,0.00017947338,0.0001951748,0.00035679416,0.00011357712],"domain_scores_gemma":[0.99903405,0.00009477658,0.00016670726,0.00020309087,0.0004699704,0.00003141881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007170113,0.00007469684,0.00016032132,0.000026128133,0.00017012015,0.00017454267,0.00026830277,0.00010856045,0.00025956024],"category_scores_gemma":[0.00025688915,0.000050320185,0.00004657574,0.00024398402,0.00074988074,0.00014233151,0.00045847046,0.00013433804,9.88155e-8],"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":[0.000009636714,0.00026531026,0.3793246,0.002180642,0.00013512847,0.0000027761619,0.1676474,0.00027770997,0.00005457534,0.43906888,0.0012824073,0.009750936],"study_design_scores_gemma":[0.00010440379,0.000010268588,0.14310394,0.00009425329,0.000077360164,2.0940925e-7,0.8094897,0.00013100634,0.00013085725,0.04116556,0.005490794,0.00020161894],"about_ca_topic_score_codex":0.0011157575,"about_ca_topic_score_gemma":0.0020265381,"teacher_disagreement_score":0.6418423,"about_ca_system_score_codex":0.00004139756,"about_ca_system_score_gemma":0.0005196137,"threshold_uncertainty_score":0.28420028},"labels":[],"label_agreement":null},{"id":"W4241625905","doi":"10.32920/ryerson.14668143.v1","title":"Fostering High-Rise Housing Community Resilience in Toronto: A Framework and Discussion Guide","year":2021,"lang":"en","type":"preprint","venue":"","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sustainability; Resilience (materials science); Community resilience; High rise; Cohesion (chemistry); Community cohesion; Product (mathematics); Political science; Environmental resource management; Environmental planning; Architectural engineering; Sociology; Public relations; Engineering; Geography; Economics","score_opus":0.03697751538276509,"score_gpt":0.362367704412795,"score_spread":0.32539018903002986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241625905","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":[0.7934982,0.0009272046,0.004258334,0.0018290549,0.0009586205,0.0005048214,0.0000021075732,0.0001256297,0.19789603],"genre_scores_gemma":[0.9882054,0.0012746757,0.0062645916,0.00015462401,0.000107822096,0.000021806138,0.000004801223,0.000013564996,0.0039527686],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9974843,0.0008688014,0.00034689746,0.0004474493,0.0004490035,0.00040353995],"domain_scores_gemma":[0.99889815,0.00019398773,0.00012805658,0.00060673,0.00004579719,0.00012727534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013900708,0.00021170641,0.00031320268,0.00005854167,0.00067879155,0.000703088,0.0007614413,0.0002966244,0.0002791689],"category_scores_gemma":[0.0004134096,0.00015764622,0.000057633948,0.00017993033,0.00038129522,0.00048234552,0.0068986244,0.0007585309,0.0000024864287],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064178006,0.0005696554,0.044865433,0.0009470073,0.000057540663,0.0001357763,0.35158986,0.00091176893,0.00027077072,0.02558858,0.0012746359,0.5737248],"study_design_scores_gemma":[0.0003867783,0.00005512267,0.088306926,0.005568732,0.000053360425,7.313833e-7,0.8642371,0.00063827896,0.000059149348,0.035629146,0.0039329138,0.0011317204],"about_ca_topic_score_codex":0.18368115,"about_ca_topic_score_gemma":0.38557205,"teacher_disagreement_score":0.5725931,"about_ca_system_score_codex":0.00039804284,"about_ca_system_score_gemma":0.00014159246,"threshold_uncertainty_score":0.8598642},"labels":[],"label_agreement":null},{"id":"W4241681853","doi":"10.1007/978-94-024-1283-3_5","title":"Disaster Perceptions","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in natural and technological hazards research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Perception; Risk perception; Variety (cybernetics); Personality; Social psychology; Psychology; Phenomenon; Computer science","score_opus":0.03956846452490167,"score_gpt":0.3956254384699655,"score_spread":0.35605697394506386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241681853","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005200078,0.010422428,0.000010661756,0.0019027122,0.00021138432,0.0004937774,0.000007873818,0.00015145805,0.9815996],"genre_scores_gemma":[0.3010303,0.030948075,0.00020936772,0.000041959374,0.0002181994,0.00003101559,0.0000063216894,0.000013021734,0.66750175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974556,0.00009821116,0.00023095717,0.000605069,0.00096968905,0.00064046885],"domain_scores_gemma":[0.99916446,0.0002513076,0.000050063973,0.00027500495,0.00016179572,0.00009736293],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010255678,0.00020329039,0.00026764636,0.00046697768,0.0006173131,0.00013381455,0.0007740947,0.00055159355,0.0019263711],"category_scores_gemma":[0.0003489781,0.0001432715,0.000069544745,0.00028157356,0.007552448,0.00037759173,0.0007012123,0.0014354881,0.00032259684],"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":[0.000018169934,0.000020069125,0.000101736216,0.000025233288,0.0000055294477,0.000031502575,0.0004811953,1.0121265e-7,0.0000070488363,0.6186141,0.001257332,0.37943804],"study_design_scores_gemma":[0.000078879006,0.00007616353,0.00012956435,0.00013491041,0.0000030464391,9.635074e-7,0.002120972,0.0000065528316,0.0000013791903,0.3195669,0.6777133,0.00016740544],"about_ca_topic_score_codex":0.000024154397,"about_ca_topic_score_gemma":0.0014933081,"teacher_disagreement_score":0.6764559,"about_ca_system_score_codex":0.00012812567,"about_ca_system_score_gemma":0.000047231413,"threshold_uncertainty_score":0.998986},"labels":[],"label_agreement":null},{"id":"W4242305609","doi":"10.1007/978-1-4939-7131-2_100329","title":"Emergency Response Networks","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Emergency response; Computer science; Medicine; Medical emergency","score_opus":0.026064607839415936,"score_gpt":0.29638901402456,"score_spread":0.2703244061851441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242305609","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000062254134,0.00023161658,0.00044314293,0.00051313,0.0015967833,0.00020646176,0.000001140096,0.000117717245,0.9968278],"genre_scores_gemma":[0.0014120305,0.0011989167,0.000049888884,0.00012574813,0.0011121844,0.0000029586993,0.0000029592668,0.000019808296,0.9960755],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880886,0.000060103415,0.00019144386,0.00028001505,0.00038340202,0.0002761975],"domain_scores_gemma":[0.999413,0.000045916346,0.00009865532,0.00026354622,0.00007266465,0.00010621743],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007166105,0.00015452573,0.00013964373,0.00008390453,0.00032897983,0.000054562177,0.00046344858,0.00024052833,0.084626645],"category_scores_gemma":[0.00003818869,0.00013449654,0.00011226107,0.000041137857,0.0003813328,0.00009782923,0.00012517245,0.00011637709,0.002610378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005226255,0.0000049815817,0.000019704934,0.0000035042417,0.00002149211,0.000007080764,0.0012131192,0.000001446031,3.1128403e-7,0.43184984,0.56320053,0.0036257594],"study_design_scores_gemma":[0.000031342446,0.000030189065,0.000041098392,0.000024732164,0.00001906118,6.306759e-8,0.00050606125,0.000012608614,9.6142564e-8,0.019491838,0.97964704,0.00019589235],"about_ca_topic_score_codex":0.000085017346,"about_ca_topic_score_gemma":0.0014312556,"teacher_disagreement_score":0.4164465,"about_ca_system_score_codex":0.000038836733,"about_ca_system_score_gemma":0.000059351303,"threshold_uncertainty_score":0.9981662},"labels":[],"label_agreement":null},{"id":"W4243151428","doi":"10.32920/ryerson.14665176","title":"Framing crisis: news media narratives of the “Opi-void” (Opioid) epidemic on Twitter","year":2021,"lang":"en","type":"preprint","venue":"","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Framing (construction); Narrative; Social media; Public relations; Political science; News media; Media studies; Sociology; Law; Engineering","score_opus":0.04361822056803499,"score_gpt":0.3270899535811012,"score_spread":0.2834717330130662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243151428","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":[0.6374581,0.00067579217,0.0009889541,0.025763748,0.0044959704,0.0007477023,0.0000043049204,0.000089538764,0.3297759],"genre_scores_gemma":[0.98404723,0.00039365655,0.0008105113,0.0025007483,0.00046897758,0.000034479617,0.0000051763127,0.000014651651,0.011724551],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974796,0.0005637582,0.0003835293,0.00049431395,0.00075988204,0.0003188834],"domain_scores_gemma":[0.9987325,0.00019895914,0.0002912293,0.0006086353,0.000094027055,0.000074657175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061206135,0.00021176648,0.0003470239,0.000081561295,0.0002755465,0.0001694749,0.0011651858,0.00024025097,0.0008530314],"category_scores_gemma":[0.00035373145,0.00013427252,0.00026231373,0.00026506098,0.00042199084,0.00012019716,0.000967078,0.00048516865,0.00002588066],"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":[0.000017006834,0.00021552079,0.01569524,0.00033749014,0.00020384318,0.000008998455,0.8225189,0.00032117704,0.00016195443,0.034164745,0.11299238,0.013362769],"study_design_scores_gemma":[0.00014501909,0.000017603446,0.009656344,0.0006893666,0.000055506258,9.136114e-8,0.9084468,0.000026635069,0.00035805767,0.024207037,0.055987958,0.00040960815],"about_ca_topic_score_codex":0.003452598,"about_ca_topic_score_gemma":0.010844011,"teacher_disagreement_score":0.34658915,"about_ca_system_score_codex":0.000053850385,"about_ca_system_score_gemma":0.0002457169,"threshold_uncertainty_score":0.93400955},"labels":[],"label_agreement":null},{"id":"W4243945560","doi":"10.1109/emr.2018.2847098","title":"EMR Sustainability Department Mission Statement","year":2018,"lang":"en","type":"article","venue":"IEEE Engineering Management Review","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":"Western University","funders":"","keywords":"Mission statement; Statement (logic); Sustainability; Business; Engineering management; Engineering; Management; Political science; Economics","score_opus":0.014317478003699455,"score_gpt":0.32923342558642205,"score_spread":0.31491594758272257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243945560","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030795803,0.06105947,0.09374851,0.029516026,0.010174261,0.019513143,0.000011042092,0.0027477336,0.752434],"genre_scores_gemma":[0.74296564,0.1612146,0.0057763555,0.0030708024,0.0014175212,0.0005338909,0.000025746453,0.00009357463,0.084901854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816114,0.00009050288,0.00035192136,0.00035145707,0.00054044375,0.0005045119],"domain_scores_gemma":[0.99924123,0.000023087283,0.00008063441,0.00039839747,0.000103275095,0.00015337972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012858238,0.00017866015,0.00021125603,0.000088640445,0.00026152082,0.000084084946,0.000433289,0.000028320976,0.0004452941],"category_scores_gemma":[0.000069139234,0.00015833227,0.00009152279,0.00048045677,0.00011244757,0.00021876165,0.000120255645,0.000064382366,0.00022603817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020256079,0.00048452677,0.00065058016,0.021725267,0.00032150466,0.000120173216,0.002417834,0.000906436,0.000027439073,0.12652297,0.42399946,0.42280355],"study_design_scores_gemma":[0.000110635396,0.00003790951,0.00048781512,0.0010358724,0.00007215679,1.4570504e-7,0.0002867866,0.0001314658,0.00001814924,0.00024077407,0.9973773,0.0002010063],"about_ca_topic_score_codex":0.00004487996,"about_ca_topic_score_gemma":0.000024451145,"teacher_disagreement_score":0.7121698,"about_ca_system_score_codex":0.00030845666,"about_ca_system_score_gemma":0.000030816136,"threshold_uncertainty_score":0.6456602},"labels":[],"label_agreement":null},{"id":"W4243954824","doi":"10.1093/ww/9780199540884.013.255927","title":"Case, Christopher John, (born 2 Feb. 1970), Assistant Fire Chief, Chatham-Kent Fire and Emergency Services, Ontario, since 2016","year":2012,"lang":"en","type":"reference-entry","venue":"Who's Who","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Archaeology; Forensic engineering; Engineering; Art history","score_opus":0.018774383092206866,"score_gpt":0.2635057214812838,"score_spread":0.24473133838907696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243954824","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.068120226,0.050815545,0.000008942855,0.00095154234,0.005790332,0.0012204937,0.00025534522,0.0001833483,0.8726542],"genre_scores_gemma":[0.061619304,0.12003804,0.000051496274,0.00020089903,0.0022542025,0.000092346956,0.00019381108,0.000080060236,0.81546986],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99521166,0.00028720713,0.00074692804,0.0011148755,0.0012735345,0.001365805],"domain_scores_gemma":[0.9977057,0.00006428246,0.00064360484,0.00081615057,0.00016352978,0.000606751],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061871647,0.00078358856,0.0009128038,0.0001428904,0.0014784394,0.00042187228,0.0010751458,0.00076013,0.0047655264],"category_scores_gemma":[0.000027328293,0.0006701074,0.00027876403,0.00049193925,0.00046977674,0.00075328414,0.0006285444,0.0007807104,0.00028651874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006514298,0.00045714498,0.016941415,0.0020398584,0.00036000545,0.0010092623,0.04537012,0.0000012600028,8.916648e-7,0.0028044584,0.75450575,0.17644471],"study_design_scores_gemma":[0.00031567723,0.00006211226,0.015347922,0.0012385665,0.00023864854,0.000026870744,0.0035697536,0.000018047322,5.070323e-7,0.0001877923,0.97810036,0.00089372846],"about_ca_topic_score_codex":0.21961796,"about_ca_topic_score_gemma":0.4783104,"teacher_disagreement_score":0.2586924,"about_ca_system_score_codex":0.0005417933,"about_ca_system_score_gemma":0.0006605992,"threshold_uncertainty_score":0.9998215},"labels":[],"label_agreement":null},{"id":"W4244184905","doi":"10.26686/wgtn.17005882.v1","title":"The Localisation of Vulnerabilities: The construction of risks and hazards in the coverage of earthquakes in the Seattle Times and the Vancouver Sun","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Disaster risk reduction; Political science; Event (particle physics); Media coverage; Public relations; Geography; Environmental planning; Sociology; Media studies","score_opus":0.014171462358669666,"score_gpt":0.29163094723035954,"score_spread":0.27745948487168987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244184905","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":[0.9068014,0.0005296251,0.000019255096,0.0009283058,0.00023496563,0.0010090016,0.0000057950506,0.000003170027,0.09046845],"genre_scores_gemma":[0.9939528,0.0014659197,0.0000068241393,0.00005274794,0.000029206692,0.000046973288,0.0000056252807,0.0000036495303,0.0044362242],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99787796,0.0010263006,0.00034044322,0.00013030102,0.0005000626,0.0001249329],"domain_scores_gemma":[0.9974332,0.0019457877,0.00028809544,0.0002335141,0.00009116072,0.000008255834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002810041,0.00010466056,0.00018521652,0.000045774897,0.00031513936,0.00010433166,0.00040914793,0.00008230437,0.00006558365],"category_scores_gemma":[0.00026386252,0.00003593826,0.00005080744,0.0002517643,0.0020045806,0.00015857088,0.000024168117,0.00016360966,4.7685694e-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":[0.00024750727,0.000086324595,0.015283946,0.00027889299,0.000073038165,2.855797e-7,0.48095813,0.00021253196,0.000017317643,0.42276517,0.004093894,0.07598296],"study_design_scores_gemma":[0.00046519737,0.000042933963,0.06476001,0.00007953493,0.000051582854,2.1398556e-7,0.904834,0.00037798934,0.000064304455,0.025982205,0.003260761,0.000081324215],"about_ca_topic_score_codex":0.014627239,"about_ca_topic_score_gemma":0.09766827,"teacher_disagreement_score":0.4238758,"about_ca_system_score_codex":0.000009934501,"about_ca_system_score_gemma":0.000074129224,"threshold_uncertainty_score":0.9919344},"labels":[],"label_agreement":null},{"id":"W4244685668","doi":"10.31235/osf.io/s4ufr","title":"“The River is Not the Same Anymore\": Environmental Risk and Uncertainty in the Aftermath of the High River, Alberta Flood","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Worry; Environmental planning; Call to action; Action (physics); Natural disaster; Environmental resource management; Climate change; Environmental ethics; Geography; Political science; Business; Psychology; Ecology; Environmental science","score_opus":0.009440573597836337,"score_gpt":0.23824312682274715,"score_spread":0.2288025532249108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244685668","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":[0.96740746,0.0001901952,0.000011476388,0.009911395,0.0006155342,0.001044911,0.00005883337,0.000008959361,0.020751236],"genre_scores_gemma":[0.98421156,0.0018108303,0.000025245667,0.0011812787,0.00015695159,0.00004314883,0.0000027585056,0.000008301331,0.01255992],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99741024,0.0007841841,0.00028704593,0.00039300552,0.00077735836,0.00034814974],"domain_scores_gemma":[0.9982353,0.0005505872,0.00028473945,0.00087459217,0.000014847057,0.000039969113],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013048311,0.00022137741,0.0001916671,0.00002795038,0.0009822476,0.0002196371,0.0022504597,0.00013869982,0.00022999042],"category_scores_gemma":[0.000082946906,0.00008395776,0.00014783433,0.00013840076,0.0047682067,0.00009932371,0.0017207315,0.00039623425,0.00003603649],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015308031,0.000420315,0.144664,0.000071447874,0.0003360505,0.0000050945105,0.7596784,0.000275463,0.000026666825,0.02522015,0.033061154,0.036088154],"study_design_scores_gemma":[0.00055948173,0.000055798646,0.77854276,0.00009916781,0.00023157925,8.989048e-7,0.062667124,0.0008505559,0.000043391738,0.030306693,0.12621365,0.0004289214],"about_ca_topic_score_codex":0.054689575,"about_ca_topic_score_gemma":0.03293003,"teacher_disagreement_score":0.6970113,"about_ca_system_score_codex":0.00005810472,"about_ca_system_score_gemma":0.000053193005,"threshold_uncertainty_score":0.99794024},"labels":[],"label_agreement":null},{"id":"W4245424869","doi":"10.1108/s2040-726220160000018013","title":"Index","year":2017,"lang":"en","type":"paratext","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Mathematics; Computer science; World Wide Web","score_opus":0.03178875828613105,"score_gpt":0.3616419520181365,"score_spread":0.32985319373200545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245424869","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023258148,0.00018448953,0.00014429713,0.0008518598,0.0040759025,0.00014659077,0.000002369326,0.00002430436,0.99454695],"genre_scores_gemma":[0.013430997,0.0007819673,0.000013527906,0.00016183479,0.0009420187,0.0000065752124,0.000008091725,0.0000065220233,0.98464847],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914527,0.00004130857,0.00007402628,0.0001850236,0.00032077092,0.0002335778],"domain_scores_gemma":[0.9995052,0.000015363144,0.000094175084,0.00029195796,0.0000281044,0.00006515793],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018055955,0.00008791804,0.00012130785,0.00005358441,0.0006632816,0.00041143066,0.0008881144,0.0001699351,0.0385004],"category_scores_gemma":[0.00003100806,0.00007153732,0.000055971952,0.00003774691,0.000350243,0.0001464187,0.00012232832,0.000106973544,0.051370114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.425854e-7,0.0000064986248,0.000040626084,0.000009098637,0.000007672057,0.0000013512199,0.0005909899,7.247447e-7,1.0718352e-7,0.0067242496,0.9824201,0.01019788],"study_design_scores_gemma":[0.000034281376,0.0000031614527,0.00011283007,0.000023664777,0.000004645928,1.5529094e-8,0.00081710407,0.0000015651057,4.3351602e-7,0.00024620243,0.9986424,0.000113692135],"about_ca_topic_score_codex":0.0030137305,"about_ca_topic_score_gemma":0.0028800988,"teacher_disagreement_score":0.016222343,"about_ca_system_score_codex":0.000024670144,"about_ca_system_score_gemma":0.00014694422,"threshold_uncertainty_score":0.96237856},"labels":[],"label_agreement":null},{"id":"W4246262829","doi":"10.1126/science.299.5606.485b","title":"EXHIBIT: Exploring Canada's Frozen Outback","year":2003,"lang":"en","type":"article","venue":"Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chemistry","score_opus":0.052432292165085694,"score_gpt":0.2834719032177924,"score_spread":0.23103961105270673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246262829","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":[0.3254259,0.00005907569,0.000067593,0.00063764356,0.0012218306,0.00010035771,5.0388076e-7,0.000035468613,0.6724516],"genre_scores_gemma":[0.98564434,0.000028210154,0.00021622358,0.00024393486,0.000054066448,0.000008084766,8.6242075e-8,0.0000030282877,0.013802034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982037,0.000049287297,0.00009555816,0.00027454708,0.0008797292,0.0004971897],"domain_scores_gemma":[0.9994992,0.000030215899,0.000033434924,0.0001899877,0.00006157625,0.00018557541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009861925,0.00006304439,0.000063142645,0.00006193843,0.0009595629,0.00017699673,0.0006227963,0.000012517948,0.000323822],"category_scores_gemma":[0.0004023069,0.00005678672,0.000016933622,0.00090216723,0.0007680354,0.00065446796,0.00006076202,0.0000524025,0.00006967957],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040526047,0.00007030906,0.04758382,0.000016397536,0.000006955771,0.000041220428,0.026998907,0.00014873076,0.0018366739,0.87293124,0.012228067,0.03813364],"study_design_scores_gemma":[0.000090217865,0.000009478612,0.013270662,0.000015255063,0.0000031520733,3.2745683e-7,0.021997688,0.000016920108,0.0013093529,0.0024172713,0.9606744,0.00019524564],"about_ca_topic_score_codex":0.14286278,"about_ca_topic_score_gemma":0.5809091,"teacher_disagreement_score":0.94844633,"about_ca_system_score_codex":0.0001701399,"about_ca_system_score_gemma":0.0012881487,"threshold_uncertainty_score":0.86284494},"labels":[],"label_agreement":null},{"id":"W4246571643","doi":"10.1163/2213-2996_flg_com_047119","title":"Canada - Disasters","year":2015,"lang":"en","type":"dataset","venue":"Foreign Law Guide","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.02086477542136079,"score_gpt":0.2934182162755339,"score_spread":0.2725534408541731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246571643","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002505609,0.000054236763,0.000001527488,0.00021200499,0.00066285353,0.00017063713,0.5340968,0.000018187615,0.46478128],"genre_scores_gemma":[0.00017777526,0.00006552695,0.00003327953,0.0024374044,0.00078362005,0.000024374382,0.93685895,0.000015243027,0.059603848],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976627,0.00010726975,0.00027457264,0.0003319976,0.0010973231,0.00052608876],"domain_scores_gemma":[0.99894357,0.000050110353,0.00014706446,0.00048641054,0.00008922827,0.00028363004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004669683,0.00021397044,0.0002465734,0.000040790943,0.0003772909,0.00017087307,0.0011557079,0.00015007959,0.00069246494],"category_scores_gemma":[0.000113262126,0.00019160676,0.00006255022,0.00017355086,0.00044789683,0.00016741802,0.0002150244,0.0001592499,0.00023867244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029508303,0.00001129469,0.0000031191064,0.000023850796,0.00002027567,0.00004492834,0.000082413135,0.000005399197,2.1059382e-8,0.056402344,0.94329584,0.00010754369],"study_design_scores_gemma":[0.00009278482,0.000014334299,0.0000020396712,0.000038083843,0.000041140687,3.6884623e-7,0.001794076,8.1939373e-7,2.7872352e-7,0.0019344017,0.9958221,0.0002595913],"about_ca_topic_score_codex":0.98852617,"about_ca_topic_score_gemma":0.9973148,"teacher_disagreement_score":0.4051774,"about_ca_system_score_codex":0.0004271676,"about_ca_system_score_gemma":0.0020625188,"threshold_uncertainty_score":0.78134966},"labels":[],"label_agreement":null},{"id":"W4246955844","doi":"10.1503/cmaj.050038","title":"Global emergencies","year":2005,"lang":"en","type":"editorial","venue":"Canadian Medical Association Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data science","score_opus":0.005508766904392199,"score_gpt":0.27815235778669395,"score_spread":0.2726435908823017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246955844","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000701909,0.00041658274,0.000012012084,0.018860497,0.75781196,0.00008238611,0.00007210012,0.00002804141,0.2226462],"genre_scores_gemma":[0.0003481853,0.0023625866,0.000025614716,0.0014650219,0.9484968,0.0000039396555,0.00002528264,0.000012145515,0.047260385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915981,0.0004086246,0.00046641275,0.00022648416,0.0063605467,0.00093981647],"domain_scores_gemma":[0.9961366,0.00026033254,0.00037957742,0.00010688086,0.0007628551,0.0023537704],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037915197,0.00017974614,0.00027258674,0.0001576499,0.0011347402,0.00050728186,0.0010568467,0.0018210632,0.01286417],"category_scores_gemma":[0.010696584,0.00017585256,0.00018207803,0.00045539258,0.00015004144,0.00026673032,0.000038792452,0.0013208108,0.00074787566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000010724502,0.000009893711,0.0010856279,0.0000037769717,0.000060898623,0.000101085185,0.0006724234,0.0000013068712,4.0577777e-9,0.0005455524,0.9706588,0.026859561],"study_design_scores_gemma":[0.00016906628,0.000011041285,0.00031276568,0.00005613264,0.00003233599,0.0000015361982,0.0018938356,0.0000040166665,6.2087295e-9,0.00025639732,0.997066,0.00019683274],"about_ca_topic_score_codex":0.036317796,"about_ca_topic_score_gemma":0.8194224,"teacher_disagreement_score":0.7831046,"about_ca_system_score_codex":0.0046519623,"about_ca_system_score_gemma":0.01834191,"threshold_uncertainty_score":0.99947476},"labels":[],"label_agreement":null},{"id":"W4246988188","doi":"10.1201/9781315365640-22","title":"Communication, Perception, and Behaviour During a Natural Disaster Involving a “Do Not Drink” and a Subsequent “Boil Water” Notice: A Postal Questionnaire Study","year":2016,"lang":"en","type":"book-chapter","venue":"Apple Academic Press eBooks","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":"Regional Municipality of Waterloo","funders":"Drinking Water Inspectorate; Leverhulme Trust","keywords":"Notice; Perception; Natural disaster; Psychology; Natural (archaeology); Applied psychology; Social psychology; History; Geography; Political science; Law; Archaeology; Meteorology","score_opus":0.02177481129684417,"score_gpt":0.2837518537682606,"score_spread":0.26197704247141645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246988188","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":[0.87867194,0.0026487766,0.000012622779,0.0006343894,0.0002718823,0.0025684584,0.00003765478,0.00023928791,0.11491498],"genre_scores_gemma":[0.7425419,0.000853257,0.00001629085,0.00008161767,0.00017773386,0.00010622583,0.000008466199,0.000038926068,0.25617555],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975034,0.00018534773,0.0005002867,0.0006889484,0.000635578,0.00048645897],"domain_scores_gemma":[0.99889773,0.00006841155,0.0002353636,0.0004834021,0.000117545074,0.00019752342],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005681248,0.00039724386,0.000365433,0.0001397821,0.0009291061,0.0002785342,0.0007089765,0.0004193946,0.000029775823],"category_scores_gemma":[0.000033630626,0.00030163035,0.00006879478,0.000010661211,0.0010287487,0.00039788094,0.0011741907,0.0008536916,0.0000122865185],"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":[0.00036761482,0.0001331916,0.02614862,0.00057874,0.000420645,0.00007635631,0.65262836,8.51391e-7,0.0027578985,0.29024413,0.0006634015,0.02598018],"study_design_scores_gemma":[0.023185084,0.0013875822,0.27124655,0.027178282,0.006417725,0.00028312823,0.29595843,0.00018392356,0.00074996665,0.07914013,0.27708596,0.01718322],"about_ca_topic_score_codex":0.00066897366,"about_ca_topic_score_gemma":0.00095185684,"teacher_disagreement_score":0.35666993,"about_ca_system_score_codex":0.00014398177,"about_ca_system_score_gemma":0.000042751275,"threshold_uncertainty_score":0.99994355},"labels":[],"label_agreement":null},{"id":"W4247285177","doi":"10.4324/9780203973585-22","title":"The rhetoric of community control in a neo-liberal era","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rhetoric; Political science; Control (management); Sociology; Public administration; Environmental ethics; Philosophy; Economics; Management; Linguistics","score_opus":0.02255869732183279,"score_gpt":0.28111661332315724,"score_spread":0.25855791600132444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247285177","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046561947,0.0002618738,0.000016432232,0.0017054481,0.00021028839,0.00031156815,0.000002409452,0.000022427663,0.9970039],"genre_scores_gemma":[0.1498407,0.0004119917,0.0000120833265,0.00027103478,0.00012492872,0.000004656275,0.0000012226915,0.000007472539,0.8493259],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989502,0.00015512915,0.00024843673,0.000081233164,0.00035444746,0.00021059044],"domain_scores_gemma":[0.99918205,0.00032015378,0.00013236004,0.00027948795,0.000044164462,0.00004177685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084591046,0.000117352036,0.00020231058,0.000065014035,0.00039583957,0.00005976622,0.00070271513,0.00012405793,0.0005375983],"category_scores_gemma":[0.000029443429,0.00007772186,0.00009016051,0.000047711594,0.0005518744,0.0000876202,0.00009355555,0.00039705733,0.000055049804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013272609,0.000022670583,0.00008242113,0.0000072524062,0.000021012906,0.0000010114582,0.0040288735,0.000004546637,7.46252e-7,0.9505927,0.008614655,0.036610864],"study_design_scores_gemma":[0.0002809975,0.000027701988,0.00087371893,0.00003917919,0.000017225124,6.8363384e-8,0.0012637088,0.000010955327,2.3593633e-7,0.031491425,0.965865,0.0001297942],"about_ca_topic_score_codex":0.0013155162,"about_ca_topic_score_gemma":0.039540377,"teacher_disagreement_score":0.95725036,"about_ca_system_score_codex":0.000065176755,"about_ca_system_score_gemma":0.00007700427,"threshold_uncertainty_score":0.9779855},"labels":[],"label_agreement":null},{"id":"W4247368845","doi":"10.1007/978-1-4020-4399-4_42","title":"United Nations Organizations and Natural Disasters","year":2013,"lang":"en","type":"book-chapter","venue":"Encyclopedia of earth sciences series/Encyclopedia of earth sciences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Natural disaster; Natural (archaeology); Political science; Environmental ethics; Geography; Meteorology; Archaeology; Philosophy","score_opus":0.01287738393390004,"score_gpt":0.2499829582688309,"score_spread":0.23710557433493087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247368845","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02572634,0.0012400066,0.000026170137,0.0014107105,0.0020544487,0.0011247994,0.000093566516,0.000110699075,0.96821326],"genre_scores_gemma":[0.02977412,0.045388218,0.0062524723,0.00015161227,0.00051551365,0.000026940326,0.000058730802,0.00005162015,0.91778076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935363,0.000190528,0.0013002325,0.0012880006,0.0026483196,0.0010366194],"domain_scores_gemma":[0.99616134,0.0007531139,0.0012856094,0.00052149803,0.0008484754,0.00042995272],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0015713047,0.00068414654,0.0008806465,0.0034670972,0.002532519,0.00040777447,0.0021525885,0.0003586576,0.0029954878],"category_scores_gemma":[0.0010730785,0.00059276837,0.00020127231,0.0058189137,0.01635358,0.0029969544,0.0006045867,0.00044814372,0.00013286113],"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":[0.000016387869,0.00009744706,0.0076069334,0.0001959777,0.00007536829,0.000007991352,0.012663476,0.00027185163,0.000040486,0.9729324,0.0027024327,0.003389264],"study_design_scores_gemma":[0.00031312087,0.0005929058,0.006009049,0.0004985371,0.00014218957,0.000007027166,0.009844004,0.000123641,0.00003162255,0.0118444385,0.9695319,0.0010615588],"about_ca_topic_score_codex":0.0014561762,"about_ca_topic_score_gemma":0.013786536,"teacher_disagreement_score":0.9668295,"about_ca_system_score_codex":0.0000102247295,"about_ca_system_score_gemma":0.0015075043,"threshold_uncertainty_score":0.9996524},"labels":[],"label_agreement":null},{"id":"W4247386609","doi":"10.1007/s11027-005-0056-5","title":"Mitigating Natural Disasters: The Role Of Eco-Ethics","year":2005,"lang":"en","type":"article","venue":"Mitigation and Adaptation Strategies for Global Change","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Vulnerability (computing); Natural disaster; Natural (archaeology); Resilience (materials science); Order (exchange); Process (computing); Environmental resource management; Environmental ethics; Environmental planning; Risk analysis (engineering); Business; Environmental science; Computer science; Geography; Computer security","score_opus":0.06038257470695669,"score_gpt":0.3349697354165181,"score_spread":0.2745871607095614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247386609","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":[0.87874603,0.0023385696,0.0032497763,0.016579326,0.0004897369,0.0014069388,0.000079729216,0.00010570056,0.097004175],"genre_scores_gemma":[0.99799705,0.00006751544,0.00098476,0.00038287483,0.00025067368,0.00004162408,0.00002220554,0.0000028572645,0.00025042248],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99925244,0.00007306404,0.0001653453,0.000117043186,0.0002396776,0.00015243547],"domain_scores_gemma":[0.99956745,0.00010599159,0.00012316789,0.0000559516,0.0001098276,0.000037609578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003442751,0.00006890972,0.00006924924,0.000018110237,0.00042378154,0.00016478846,0.000113462746,0.000048088896,0.000011928569],"category_scores_gemma":[0.00006565119,0.00005336003,0.000038645132,0.00015018249,0.00031414873,0.000695671,0.0000187145,0.000056562174,0.0000021447593],"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":[0.000009647469,0.000012378652,0.0006837086,0.000025646961,0.000009530235,5.4801344e-8,0.068539634,0.000045262503,0.000077974204,0.8318002,0.00006693945,0.098729],"study_design_scores_gemma":[0.00034388673,0.000048362126,0.0049411817,0.00006534184,0.000028649929,4.2930074e-7,0.82631797,0.013214286,0.000100606965,0.06949461,0.08528578,0.00015890134],"about_ca_topic_score_codex":0.00041805665,"about_ca_topic_score_gemma":0.0051295916,"teacher_disagreement_score":0.7623056,"about_ca_system_score_codex":0.000027853226,"about_ca_system_score_gemma":0.000058679903,"threshold_uncertainty_score":0.32594278},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.02435608049799034,"score_gpt":0.34662189098869234,"score_spread":0.322265810490702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248156340","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":[0.26710024,0.000116873314,0.0005474194,0.0029413777,0.00070479664,0.00028711767,0.0000015824069,0.00016536043,0.7281352],"genre_scores_gemma":[0.9466574,0.00023809662,0.00035232637,0.00018256523,0.00019235181,0.000012481496,5.8988235e-7,0.000009133351,0.052355006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99781007,0.00012235277,0.00020377855,0.00046983582,0.0007437325,0.0006502352],"domain_scores_gemma":[0.99833804,0.000080029495,0.00021229386,0.0010457772,0.000091762646,0.00023207274],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007321803,0.00014242665,0.00015500643,0.000077061464,0.0037521254,0.0007881785,0.0024133197,0.0000850002,0.00037575033],"category_scores_gemma":[0.0012093431,0.00013189373,0.00006931736,0.00019470652,0.0018787836,0.0012261083,0.00031573948,0.00013683045,0.0006477947],"study_design_candidate":"observational","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":[0.00009255141,0.00029469666,0.2443608,0.000059605016,0.00003296185,0.00020074245,0.014646958,0.00030820322,0.0033496104,0.52996373,0.0368204,0.16986972],"study_design_scores_gemma":[0.0006219494,0.00009579928,0.5456686,0.00016782685,0.000029182786,0.0000026912066,0.00834648,0.00058580335,0.0009734179,0.009334334,0.43336883,0.0008051056],"about_ca_topic_score_codex":0.0020190054,"about_ca_topic_score_gemma":0.002117955,"teacher_disagreement_score":0.6795572,"about_ca_system_score_codex":0.000058507478,"about_ca_system_score_gemma":0.0001565726,"threshold_uncertainty_score":0.9975448},"labels":[],"label_agreement":null},{"id":"W4248393577","doi":"10.32920/ryerson.14645265","title":"A critical analysis of the deep geologic repository siting process in Ontario","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Opposition (politics); Radioactive waste; Qualitative analysis; Environmental planning; Plan (archaeology); Public participation; Process (computing); Engineering; Civil engineering; Business; Political science; Waste management; Qualitative research; Public administration; Environmental science; Archaeology; Computer science; Geography; Sociology; Law; Politics","score_opus":0.02289935090681068,"score_gpt":0.31726997084470054,"score_spread":0.2943706199378899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248393577","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":[0.7156231,0.000047395555,0.00016928853,0.00034246186,0.00023037293,0.00011891143,1.4678132e-7,0.000012362469,0.283456],"genre_scores_gemma":[0.99286,0.000004421836,0.00013996623,0.0000800697,0.000024550907,0.00001573799,0.000002064086,0.0000020821278,0.0068710786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850804,0.0002480883,0.0002813646,0.00032697612,0.00042990732,0.00020560055],"domain_scores_gemma":[0.999331,0.00012735336,0.00011088463,0.00027212364,0.00012616382,0.0000324628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004786271,0.00008816262,0.00026783632,0.00012779227,0.00016222503,0.00014517023,0.00061343145,0.0001388892,0.000438902],"category_scores_gemma":[0.00033072176,0.0000611126,0.00020669242,0.00069331785,0.00039299324,0.00008148202,0.00062854856,0.00032002898,5.762502e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031945312,0.000114699695,0.91280806,0.00008561297,0.00018596862,0.000024080608,0.07208111,0.008122644,0.000008676724,0.0062979735,0.000009201705,0.00025876306],"study_design_scores_gemma":[0.000052967556,0.0000064260716,0.8855187,0.00017282681,0.00079204165,1.7001565e-7,0.10668074,0.0038055617,0.000046628727,0.0026231487,0.00008489482,0.00021586138],"about_ca_topic_score_codex":0.22214635,"about_ca_topic_score_gemma":0.90526843,"teacher_disagreement_score":0.68312204,"about_ca_system_score_codex":0.00013153258,"about_ca_system_score_gemma":0.00042837072,"threshold_uncertainty_score":0.78303343},"labels":[],"label_agreement":null},{"id":"W4248461756","doi":"10.22215/etd/2000-10767","title":"Mapping disasters; the application of a disaster-sociological 'Theoretical superstructure' and methodology in a Prima Facie case for investigating the role of hepatitis B vaccines in the contamination of the Canadian blood supply with human immunodef","year":2000,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prima facie; Contamination; Superstructure; Sociology; Political science; Medicine; Engineering; Law; Biology; Ecology","score_opus":0.025755942160167807,"score_gpt":0.3110073666731414,"score_spread":0.2852514245129736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248461756","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":[0.99302953,0.00012624405,0.000052460364,0.0007621911,0.000025889713,0.0017797056,0.000022445802,0.0000032319056,0.0041983],"genre_scores_gemma":[0.99937207,0.000022357233,0.0001909632,0.00007193803,0.000018818815,0.00018981188,0.000046258854,0.000007387765,0.00008042715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99784356,0.0010113039,0.00043971825,0.0002247241,0.0002515524,0.00022915102],"domain_scores_gemma":[0.99835867,0.0009959714,0.00030485186,0.00023645235,0.00007899826,0.000025060874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015780237,0.00015121566,0.0002888295,0.0001001046,0.00043968923,0.000044894532,0.0005740384,0.00017361056,0.000019928395],"category_scores_gemma":[0.00024447602,0.00006489301,0.00006545594,0.00036641466,0.0014188307,0.00007267633,0.00003052742,0.00021178767,5.286542e-8],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061485625,0.000053393323,0.11964175,0.00014936223,0.000053636795,0.000002144509,0.41454148,0.000026752848,0.0013885525,0.45455605,0.0000039533415,0.009521417],"study_design_scores_gemma":[0.0005280332,0.0001399399,0.30956528,0.00015641237,0.00012586458,0.0000112039115,0.6483034,0.00034529975,0.00042410055,0.040135738,0.00010604576,0.00015871643],"about_ca_topic_score_codex":0.17908402,"about_ca_topic_score_gemma":0.87311953,"teacher_disagreement_score":0.69403553,"about_ca_system_score_codex":0.000041615807,"about_ca_system_score_gemma":0.00015057022,"threshold_uncertainty_score":0.8263825},"labels":[],"label_agreement":null},{"id":"W4248464425","doi":"10.22215/etd/2016-11442","title":"Community Resilience, Disaster Risk Reduction and Climate Change Adaption: Learning with Coastal Communities in Central Vietnam","year":2016,"lang":"en","type":"dissertation","venue":"","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":"Carleton University","funders":"Kementerian Sumber Asli dan Alam Sekitar","keywords":"Disaster risk reduction; Community resilience; Environmental planning; Psychological resilience; Accountability; Climate change; Environmental resource management; Participatory action research; Corporate governance; Political science; Social capital; Resilience (materials science); Geography; Local community; Climate resilience; Business; Economic growth; Engineering; Ecology; Psychology; Environmental science","score_opus":0.024531558302596207,"score_gpt":0.2850591138663466,"score_spread":0.2605275555637504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248464425","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":[0.8000158,0.00012376522,0.000014265632,0.00023088178,0.00034752663,0.000507552,0.0000132798095,0.000082930615,0.19866398],"genre_scores_gemma":[0.964565,0.004729811,0.000050222247,0.000016963231,0.00016763226,0.0000708047,0.0001947936,0.000020818079,0.030183978],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972141,0.0013418427,0.00025900026,0.0002084954,0.0004262201,0.0005503638],"domain_scores_gemma":[0.9992379,0.00008105918,0.00026404337,0.00023938384,0.000074492105,0.0001031181],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009459868,0.00023687321,0.0002584591,0.00020729433,0.0019486654,0.0002293559,0.0003424427,0.00017790667,0.00019822827],"category_scores_gemma":[0.000031867614,0.000175425,0.000040323972,0.00026368484,0.0006273124,0.00083856424,0.00010423625,0.00073899346,0.0000136067665],"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":[0.0008309733,0.00024933965,0.23554805,0.00036808365,0.000047070273,0.0000065591807,0.64372253,0.000023714105,0.000023106943,0.010749701,0.00035251363,0.10807838],"study_design_scores_gemma":[0.00042521095,0.00017043157,0.16625051,0.0008785934,0.000043678578,0.0000010421079,0.8257512,0.000034672645,0.000003958765,0.00020076892,0.005899053,0.00034087946],"about_ca_topic_score_codex":0.020634519,"about_ca_topic_score_gemma":0.44426528,"teacher_disagreement_score":0.42363074,"about_ca_system_score_codex":0.00006513089,"about_ca_system_score_gemma":0.000048462603,"threshold_uncertainty_score":0.99935067},"labels":[],"label_agreement":null},{"id":"W4249428522","doi":"10.32920/ryerson.14647452.v1","title":"Assessing Organizational Capacity and Sustainability of a Partnership: the Future of CERIS","year":2021,"lang":"en","type":"preprint","venue":"","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":"Toronto Metropolitan University","funders":"","keywords":"Mandate; General partnership; Sustainability; Context (archaeology); Capacity building; Public relations; Political science; Business; Geography","score_opus":0.02669870848117316,"score_gpt":0.3236161966351069,"score_spread":0.2969174881539337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249428522","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":[0.94148946,0.00035928376,0.001239609,0.0042820093,0.0002326614,0.0003161424,0.0000027852725,0.00001714685,0.05206091],"genre_scores_gemma":[0.9982214,0.00009620905,0.00025980323,0.000031651398,0.00011639697,0.0000033542865,0.0000052863174,0.0000031081781,0.0012627948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99887353,0.0002814505,0.00017947338,0.0001951748,0.00035679416,0.00011357712],"domain_scores_gemma":[0.99903405,0.00009477658,0.00016670726,0.00020309087,0.0004699704,0.00003141881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007170113,0.00007469684,0.00016032132,0.000026128133,0.00017012015,0.00017454267,0.00026830277,0.00010856045,0.00025956024],"category_scores_gemma":[0.00025688915,0.000050320185,0.00004657574,0.00024398402,0.00074988074,0.00014233151,0.00045847046,0.00013433804,9.88155e-8],"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":[0.000009636714,0.00026531026,0.3793246,0.002180642,0.00013512847,0.0000027761619,0.1676474,0.00027770997,0.00005457534,0.43906888,0.0012824073,0.009750936],"study_design_scores_gemma":[0.00010440379,0.000010268588,0.14310394,0.00009425329,0.000077360164,2.0940925e-7,0.8094897,0.00013100634,0.00013085725,0.04116556,0.005490794,0.00020161894],"about_ca_topic_score_codex":0.0011157575,"about_ca_topic_score_gemma":0.0020265381,"teacher_disagreement_score":0.6418423,"about_ca_system_score_codex":0.00004139756,"about_ca_system_score_gemma":0.0005196137,"threshold_uncertainty_score":0.28420028},"labels":[],"label_agreement":null},{"id":"W4249954467","doi":"10.21203/rs.3.rs-333435/v1","title":"A Universal Severity Classification for Natural Disasters","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; National Centers for Environmental Information; Alberta Motor Association Foundation for Traffic Safety; National Oceanic and Atmospheric Administration; Alberta Innovates","keywords":"Natural disaster; Natural (archaeology); Computer science; Business; Geography; Meteorology","score_opus":0.10870841298889088,"score_gpt":0.4415983238748284,"score_spread":0.3328899108859375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249954467","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":[0.804095,0.0013605169,0.0030178516,0.026272276,0.0038975494,0.0066637048,0.000166837,0.00031472364,0.15421158],"genre_scores_gemma":[0.9802493,0.00031844474,0.00038053122,0.00002617406,0.00039954117,0.00015230206,0.00023232077,0.000014976455,0.01822643],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966282,0.0007413734,0.00016002002,0.0005856474,0.0012509694,0.00063376315],"domain_scores_gemma":[0.9983584,0.00033583085,0.000071035865,0.00042676175,0.0006507453,0.00015717703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017731559,0.00013276876,0.00018022275,0.00021150855,0.00074141996,0.000718262,0.0008211384,0.00021905045,0.00013308926],"category_scores_gemma":[0.00062466983,0.00013201927,0.00017543444,0.0004614271,0.0006450169,0.0002655661,0.0008615142,0.0006920453,0.000022602662],"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":[0.000715217,0.0013697925,0.016743101,0.0078213755,0.00055368984,0.00015145035,0.36405316,0.00034228657,0.00080072694,0.28958714,0.120736636,0.19712545],"study_design_scores_gemma":[0.00065319455,0.00009878518,0.033343043,0.0010657406,0.000047263173,3.0748976e-7,0.6898766,0.0055854204,0.00004691906,0.006921572,0.26165298,0.0007081963],"about_ca_topic_score_codex":0.0014584269,"about_ca_topic_score_gemma":0.0041438206,"teacher_disagreement_score":0.32582346,"about_ca_system_score_codex":0.00046990585,"about_ca_system_score_gemma":0.00078536005,"threshold_uncertainty_score":0.6926217},"labels":[],"label_agreement":null},{"id":"W4250215754","doi":"10.1007/978-3-319-52090-2_93","title":"Defensive Actions and People Preparedness","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Preparedness; Psychology; Political science; Law","score_opus":0.03824823711284746,"score_gpt":0.29040785410346487,"score_spread":0.2521596169906174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250215754","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008542683,0.0000843044,0.000056257377,0.0018120864,0.0002563263,0.00022786281,0.000004445524,0.00008997906,0.9973833],"genre_scores_gemma":[0.018131996,0.00040898027,0.00005324843,0.00028770816,0.00017430249,0.0000043291116,0.0000050713534,0.000010374714,0.980924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993231,0.000010653991,0.00008562983,0.0002448811,0.00022106635,0.000114659764],"domain_scores_gemma":[0.99966353,0.00003806172,0.000052579675,0.00009869402,0.000043398355,0.0001037442],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047839196,0.00010286731,0.00013580112,0.00003878776,0.00028036462,0.00009781669,0.0001399759,0.00009945821,0.0013619165],"category_scores_gemma":[0.000024313998,0.000092996306,0.00004735707,0.000028978464,0.00020051881,0.000105911,0.000112030255,0.000084271094,0.00024019918],"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":[0.000002547798,0.000002627228,0.00002118734,0.00001407545,0.00002186213,0.0000036311335,0.0108988425,3.00967e-7,6.91202e-7,0.95784575,0.02897676,0.0022117135],"study_design_scores_gemma":[0.000039318493,0.0000100142315,0.000044364253,0.000019493451,0.000041999992,2.4754783e-7,0.008642713,0.000003827156,2.825863e-7,0.018004475,0.9730495,0.00014372036],"about_ca_topic_score_codex":0.00023052002,"about_ca_topic_score_gemma":0.010100422,"teacher_disagreement_score":0.9440728,"about_ca_system_score_codex":0.000025811034,"about_ca_system_score_gemma":0.00006873284,"threshold_uncertainty_score":0.999551},"labels":[],"label_agreement":null},{"id":"W4250268516","doi":"10.5194/egusphere-egu21-5651","title":"Climate literacy in the political forum using Canada as a case study","year":2021,"lang":"en","type":"preprint","venue":"","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":true,"ca_institutions":"Université Laval; Canada Council for the Arts","funders":"","keywords":"Duty; Politics; Political science; Literacy; Political economy; Pandemic; Climate change; Inequality; Public administration; Sociology; Law; Coronavirus disease 2019 (COVID-19); Medicine","score_opus":0.03790791241371712,"score_gpt":0.3910875528463805,"score_spread":0.3531796404326634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250268516","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":[0.8864821,0.00003714199,0.000013812292,0.003374459,0.00047561165,0.00061609916,0.0000029258176,0.000013263625,0.10898455],"genre_scores_gemma":[0.99716055,0.0000073178016,0.00007182119,0.001841592,0.000099285884,0.000021998989,0.0000025639729,0.000005516047,0.0007893285],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99774796,0.00051018473,0.00023088278,0.0003307798,0.00057193346,0.0006082907],"domain_scores_gemma":[0.99934584,0.00013616621,0.000050532708,0.00032264824,0.00005300828,0.00009179866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057079236,0.00012869357,0.00016659831,0.000052914813,0.00037188406,0.0007409355,0.00050073466,0.000061373205,0.00022698472],"category_scores_gemma":[0.00009036148,0.000089574576,0.000049672395,0.00022925407,0.00009448624,0.00012907553,0.0008281559,0.000279828,0.0000022831637],"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":[0.000015989179,0.0013637897,0.2828098,0.00022885595,0.00010609583,0.097077526,0.3686718,0.0002817949,0.0000013131342,0.23875928,0.001682892,0.009000873],"study_design_scores_gemma":[0.000090206784,0.000010857425,0.0009595097,0.000053108743,0.000027729331,0.000038112576,0.9961017,0.00036171812,4.2233472e-7,0.0007620359,0.0014460792,0.00014852097],"about_ca_topic_score_codex":0.9931193,"about_ca_topic_score_gemma":0.9971853,"teacher_disagreement_score":0.6274299,"about_ca_system_score_codex":0.00023212374,"about_ca_system_score_gemma":0.0011226983,"threshold_uncertainty_score":0.7144858},"labels":[],"label_agreement":null},{"id":"W4250424884","doi":"10.15868/socialsector.20473","title":"Measuring the State of Disaster Philanthropy 2014: Data to Drive Decisions","year":2014,"lang":"en","type":"report","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Navy; McGill University","keywords":"State (computer science); Business; Political science; Computer science; Programming language","score_opus":0.1855985573385951,"score_gpt":0.3912464589200384,"score_spread":0.2056479015814433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250424884","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026591846,0.00026663588,0.005892123,0.0020165283,0.0021819742,0.0008555364,0.00010965444,0.00005612002,0.9859623],"genre_scores_gemma":[0.47507432,0.010673559,0.0011615357,0.0006110371,0.0019888731,0.000048610724,0.0001551117,0.000080878985,0.51020604],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99630314,0.00020728316,0.00044583715,0.0005404192,0.0021104699,0.0003928349],"domain_scores_gemma":[0.99723226,0.00041474312,0.00027630298,0.0016227551,0.00030619846,0.00014771654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030770996,0.00019322072,0.00035308418,0.0001284083,0.00040146773,0.0001776338,0.0029767253,0.000082041865,0.0007033859],"category_scores_gemma":[0.0010538483,0.00011129928,0.00009379666,0.00025101815,0.00054302387,0.00021631889,0.0016197885,0.00017134789,0.00042031225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010580816,0.000058261325,0.0009765909,0.00004277469,0.0001169248,0.0000047696176,0.009638639,0.000048058955,0.000011485272,0.00097138545,0.89023584,0.097884685],"study_design_scores_gemma":[0.00004954318,0.000019479321,0.0014987333,0.00020059511,0.00006691067,3.8997885e-7,0.0033375544,0.00002130818,0.000005158844,0.0004691898,0.99413645,0.00019469648],"about_ca_topic_score_codex":0.007228041,"about_ca_topic_score_gemma":0.04689586,"teacher_disagreement_score":0.4757562,"about_ca_system_score_codex":0.00006329788,"about_ca_system_score_gemma":0.00047537676,"threshold_uncertainty_score":0.9993829},"labels":[],"label_agreement":null},{"id":"W4250617028","doi":"10.1007/978-3-030-64973-9","title":"Dynamics of Disasters","year":2021,"lang":"en","type":"book","venue":"Springer optimization and its applications","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Dynamics (music); Computer science; Sociology","score_opus":0.011954478535138901,"score_gpt":0.2649554571616295,"score_spread":0.25300097862649057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250617028","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013103398,0.0006511282,0.06286425,0.0010160495,0.00007892724,0.0005387092,0.00002571384,0.000041822925,0.9347703],"genre_scores_gemma":[0.0012119908,0.003987273,0.002378374,0.00006923698,0.00011754895,0.00006603223,0.00022043724,0.000019625439,0.9919295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999222,0.000023342067,0.00019429489,0.0002300367,0.00021273497,0.00011759118],"domain_scores_gemma":[0.9994208,0.000037992377,0.00016333483,0.0001695805,0.00014022116,0.000068023524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010270158,0.000100166006,0.00014759842,0.0000868912,0.00021145961,0.0000678174,0.00018314585,0.00011953517,0.00029159698],"category_scores_gemma":[0.000018539618,0.00010879007,0.000044355686,0.00016467772,0.00017870565,0.00010001981,0.0000879521,0.000075449956,0.000011154725],"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":[0.0000010685201,0.000035342975,0.000017666824,0.000105973726,0.000028109354,2.6403774e-7,0.0011800143,0.0058529177,0.000001610985,0.9870546,0.0015606132,0.004161821],"study_design_scores_gemma":[0.00021031222,0.000014521767,0.000032766548,0.00019440921,0.00015909276,3.3020365e-7,0.003409545,0.02632062,0.000007486189,0.003860937,0.96533334,0.00045665464],"about_ca_topic_score_codex":0.000012151766,"about_ca_topic_score_gemma":0.00013918507,"teacher_disagreement_score":0.98319364,"about_ca_system_score_codex":0.00006640601,"about_ca_system_score_gemma":0.00017391736,"threshold_uncertainty_score":0.44363302},"labels":[],"label_agreement":null},{"id":"W4250790837","doi":"10.4324/9781315124629-4","title":"Sustainable Early Warning Systems: HazInfo Sri Lanka","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sri lanka; Warning system; Geography; Computer science; Environmental planning; Telecommunications","score_opus":0.022747222745798528,"score_gpt":0.27993632281766667,"score_spread":0.2571891000718681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250790837","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007515185,0.00042323102,0.00003567149,0.00027179625,0.00068607,0.0005249061,0.000001965117,0.00017449108,0.9978067],"genre_scores_gemma":[0.024651416,0.00023616762,0.000018023913,0.000048090496,0.00060095184,0.0000107401875,0.0000052227956,0.000020055502,0.97440934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820113,0.00003094331,0.00022072956,0.0003532012,0.00065427343,0.0005397485],"domain_scores_gemma":[0.99888045,0.000048752834,0.0002862504,0.00048435017,0.00015973493,0.00014047328],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061377813,0.0002263224,0.00029895967,0.00013932388,0.001276423,0.001146045,0.0009334858,0.00028487784,0.00111949],"category_scores_gemma":[0.00007563268,0.00019504156,0.000118179945,0.00001578155,0.00041991053,0.0005025623,0.00027010657,0.00022355406,0.0013569109],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029253397,0.0000036229922,0.00009178209,0.00009694613,0.00003608875,0.00007814536,0.0097577255,0.0000034259083,1.2666777e-7,0.96992403,0.018665425,0.0013397415],"study_design_scores_gemma":[0.00007738271,0.000022395876,0.000033396736,0.0001612315,0.000036619447,2.6715455e-7,0.014730829,0.0000054247653,1.12455126e-7,0.0051946826,0.97945356,0.00028410272],"about_ca_topic_score_codex":0.008193734,"about_ca_topic_score_gemma":0.001132485,"teacher_disagreement_score":0.96472937,"about_ca_system_score_codex":0.00013189565,"about_ca_system_score_gemma":0.00017996084,"threshold_uncertainty_score":0.99989086},"labels":[],"label_agreement":null},{"id":"W4251068696","doi":"10.1002/ev.324","title":"Editors' notes","year":2010,"lang":"en","type":"article","venue":"New Directions for Evaluation","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Social Sciences and Humanities Research Council","funders":"","keywords":"Citation; Library science; Preparedness; Sociology; Computer science; Political science; Law","score_opus":0.03532045501342495,"score_gpt":0.3837244448720017,"score_spread":0.34840398985857673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251068696","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":[0.22581685,0.0000814575,0.011633996,0.01574612,0.056781802,0.0026426609,0.00000574062,0.0004773576,0.686814],"genre_scores_gemma":[0.95353276,0.000015521055,0.0024216617,0.00007149248,0.012990292,0.00016040317,0.000015619438,0.0000088924735,0.030783381],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929565,0.000042692056,0.00007631381,0.00012222498,0.0003392931,0.00012381413],"domain_scores_gemma":[0.9995259,0.0001323269,0.00003633068,0.0000947351,0.00015446352,0.00005624109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009108152,0.000039657963,0.000037938702,0.00006775745,0.00055544206,0.00008487476,0.0000950826,0.000049638238,0.0006814982],"category_scores_gemma":[0.0011139563,0.00003876496,0.00004028109,0.000212705,0.000062707775,0.0002453535,0.000008587048,0.00005038461,0.00006978362],"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":[0.000009764285,0.00007583132,0.0017480429,0.000004621652,0.000015060917,3.7825462e-8,0.0058210692,0.00006210954,0.0023335589,0.04020354,0.20437673,0.74534965],"study_design_scores_gemma":[0.00026510598,0.000015023458,0.004295449,0.0000028292525,0.00004111091,5.524315e-8,0.0006127753,0.0009018683,0.00026740952,0.012374918,0.9811576,0.000065834174],"about_ca_topic_score_codex":0.00080985425,"about_ca_topic_score_gemma":0.0089204665,"teacher_disagreement_score":0.7767809,"about_ca_system_score_codex":0.000029577437,"about_ca_system_score_gemma":0.0001616552,"threshold_uncertainty_score":0.74619275},"labels":[],"label_agreement":null},{"id":"W4251709562","doi":"10.2139/ssrn.2180785","title":"Deleveraging Risk","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadian Seaplants (Canada)","funders":"","keywords":"Deleveraging; Business; Finance","score_opus":0.00937066384930075,"score_gpt":0.275077516783408,"score_spread":0.2657068529341073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251709562","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":[0.78793454,0.004873191,0.012589424,0.001183426,0.0009871507,0.00011498823,3.1173477e-7,0.000067388224,0.1922496],"genre_scores_gemma":[0.979075,0.005823544,0.000056182056,0.000071984476,0.0009001428,0.0000012062567,1.8482261e-7,0.0000063040206,0.014065437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996847,0.00016718172,0.000105686144,0.00007067277,0.0003028221,0.002506651],"domain_scores_gemma":[0.99967104,0.000029266841,0.000087696426,0.0000674405,0.000025838543,0.00011874508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033737316,0.00006175448,0.000062248306,0.00006038043,0.00079852174,0.00008260045,0.00026624184,0.000030311578,0.00010636077],"category_scores_gemma":[0.00008301491,0.000052152296,0.000058350175,0.0001656025,0.00007913874,0.0005657619,0.00002828499,0.0007117067,0.00014009982],"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":[0.0000065821177,0.000048153455,0.10877674,0.0000010769888,0.000052107916,6.0128065e-7,0.0074620964,0.000008901927,0.00001050883,0.7593063,0.00059038866,0.123736516],"study_design_scores_gemma":[0.00056250364,0.00008773368,0.019654546,0.000018261127,0.00009647334,0.00003819019,0.12151557,0.000032205375,0.000015012223,0.4394069,0.41816908,0.00040350264],"about_ca_topic_score_codex":0.00033591042,"about_ca_topic_score_gemma":0.0015672721,"teacher_disagreement_score":0.4175787,"about_ca_system_score_codex":0.0004008582,"about_ca_system_score_gemma":0.0004957215,"threshold_uncertainty_score":0.61416644},"labels":[],"label_agreement":null},{"id":"W4251768391","doi":"10.1002/9781118485545.ch11","title":"Planning","year":2013,"lang":"en","type":"other","venue":"","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":"University of Toronto; Simon Fraser University","funders":"","keywords":"Ask price; Computer science; Work (physics); Term (time); Citizen journalism; Process management; Knowledge management; Psychology; Risk analysis (engineering); Business; Engineering; World Wide Web","score_opus":0.02291931965035618,"score_gpt":0.3229142366266996,"score_spread":0.2999949169763434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251768391","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000019449512,0.00017369883,0.00015215455,0.00016630565,0.00034348542,0.00012069356,2.1535614e-7,0.0002224435,0.99881905],"genre_scores_gemma":[0.000101658276,0.000049704668,0.00019373375,0.00013274522,0.00036867126,0.0000048460092,9.844205e-7,0.000045051464,0.9991026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995926,0.000017018147,0.00003075251,0.00008881018,0.00014513642,0.0001256658],"domain_scores_gemma":[0.9998583,0.00000601429,0.000027038104,0.00007168403,0.0000028440581,0.00003410518],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004483853,0.00004706727,0.00005279292,0.000058784903,0.00005059464,0.00006179165,0.00018544008,0.00007166084,0.05548034],"category_scores_gemma":[0.0000061349056,0.000036579397,0.000016718104,0.000052554733,0.000087323046,0.000028123804,0.000027709157,0.0000293053,0.0036049567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.1631576e-8,0.0000023419943,0.000080485595,0.0000035978162,0.000004015959,8.242553e-7,0.0004895847,6.342484e-8,7.1359835e-8,0.058461282,0.9382432,0.002714462],"study_design_scores_gemma":[0.000014191161,0.0000013097521,0.000022332679,0.00002904143,0.0000024207645,5.9533436e-9,0.0018243041,0.0000011781984,5.838807e-8,0.00012401633,0.9979208,0.00006031643],"about_ca_topic_score_codex":0.003098852,"about_ca_topic_score_gemma":0.00056869036,"teacher_disagreement_score":0.059677597,"about_ca_system_score_codex":0.000005551813,"about_ca_system_score_gemma":0.00001260597,"threshold_uncertainty_score":0.99717087},"labels":[],"label_agreement":null},{"id":"W4253244226","doi":"10.1787/9789264298798-1-en","title":"Foreword","year":2018,"lang":"en","type":"book-chapter","venue":"OECD reviews of risk management policies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Damages; Livelihood; Environmental planning; Business; Dike; Risk management; Natural resource economics; Geography; Political science; Finance; Economics; Agriculture","score_opus":0.03287030658615134,"score_gpt":0.31855572055400716,"score_spread":0.28568541396785585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253244226","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003488818,0.01108867,0.00010873593,0.00023888494,0.0005514628,0.0013634274,0.00004323364,0.00007672863,0.98649395],"genre_scores_gemma":[0.0000995688,0.28671893,0.00065152993,0.00019100808,0.00046742643,0.000023155771,0.000011752929,0.000031250966,0.71180534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974591,0.00012269068,0.0007704063,0.000441768,0.00073518703,0.00047083414],"domain_scores_gemma":[0.997858,0.00006923663,0.001079488,0.0008032171,0.000072112714,0.000117960015],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012907316,0.0004011305,0.00080370624,0.00037618328,0.00037787887,0.00008117104,0.0012099779,0.0001846014,0.0066967276],"category_scores_gemma":[0.000051836127,0.00033327233,0.00048711413,0.0000855358,0.0012290475,0.00018720533,0.00050337956,0.00018259388,0.0031509297],"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":[0.0000041906187,0.0000156527,0.000034444744,0.0003800403,0.000096370306,0.000002294749,0.0024194373,3.9385404e-7,7.2418324e-8,0.6365399,0.22255638,0.13795087],"study_design_scores_gemma":[0.00009367327,0.00003383945,0.00007542726,0.0005532403,0.00039446395,8.4532665e-8,0.0006754178,8.281403e-7,6.8286494e-7,0.05117503,0.9466724,0.00032490186],"about_ca_topic_score_codex":0.00034441124,"about_ca_topic_score_gemma":0.0010998185,"teacher_disagreement_score":0.724116,"about_ca_system_score_codex":0.000069547496,"about_ca_system_score_gemma":0.000023618311,"threshold_uncertainty_score":0.9999119},"labels":[],"label_agreement":null},{"id":"W4254506041","doi":"10.22215/etd/2011-06942","title":"The wonderful, the worthy and the weak : non-profit disaster relief discourse of the American Red Cross in Hurricane Katrina and the Haiti earthquake","year":2011,"lang":"en","type":"dissertation","venue":"","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":"Library and Archives Canada","funders":"","keywords":"Hurricane katrina; Political science; History; Geography; Natural disaster; Meteorology","score_opus":0.007874777865573779,"score_gpt":0.2955051942747982,"score_spread":0.28763041640922443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254506041","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":[0.7495834,0.0006836106,0.0000050872027,0.012376543,0.00046560282,0.001652889,0.000004702047,0.0000145130925,0.23521364],"genre_scores_gemma":[0.8436608,0.0014979333,0.000004091034,0.0002558808,0.00009901302,0.000122008096,0.0000040007235,0.000017577397,0.15433872],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99703175,0.0008633458,0.00048826158,0.0004140602,0.00072572567,0.00047684181],"domain_scores_gemma":[0.99760675,0.00081302854,0.00065769494,0.0007783547,0.00008668253,0.000057493417],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002344364,0.00029476162,0.00041586833,0.00004970369,0.0017880971,0.000543348,0.0015723809,0.000091158494,0.00004863737],"category_scores_gemma":[0.00022510646,0.00009299428,0.00018866411,0.00067616394,0.010414694,0.00018257069,0.00028983995,0.00047417724,0.000005605325],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040215505,0.00014846821,0.08642018,0.00013366302,0.00035088792,0.0000042894253,0.35981488,0.000017868702,0.000011053798,0.43917474,0.009346265,0.100556165],"study_design_scores_gemma":[0.0015234121,0.00005343646,0.5524614,0.00012596916,0.00016382993,7.609184e-7,0.42655534,0.0000678045,0.000008011804,0.0078620855,0.010902848,0.00027512904],"about_ca_topic_score_codex":0.011318089,"about_ca_topic_score_gemma":0.113102645,"teacher_disagreement_score":0.4660412,"about_ca_system_score_codex":0.000016626864,"about_ca_system_score_gemma":0.00011869477,"threshold_uncertainty_score":0.9995114},"labels":[],"label_agreement":null},{"id":"W4255192273","doi":"10.1007/978-1-4020-4399-4_92","title":"Disaster Risk Reduction","year":2013,"lang":"en","type":"book-chapter","venue":"Encyclopedia of earth sciences series/Encyclopedia of earth sciences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Reduction (mathematics); Disaster risk reduction; Business; Geography; Environmental planning; Mathematics","score_opus":0.01805355608140861,"score_gpt":0.25826386032181803,"score_spread":0.24021030424040943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255192273","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032964207,0.0014857195,0.000038617833,0.0005957084,0.004373053,0.0014997807,0.000099470126,0.0001475716,0.95879585],"genre_scores_gemma":[0.019487422,0.050985817,0.006224152,0.000055633795,0.0014561426,0.000045522607,0.000018178622,0.00006381514,0.92166334],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98971605,0.00037487262,0.00200163,0.0019856067,0.004305016,0.0016168113],"domain_scores_gemma":[0.9945761,0.0005003719,0.0027803888,0.00094713416,0.00061679137,0.0005792088],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0038309216,0.000987949,0.0013978487,0.0012360178,0.0023690297,0.00042202347,0.00348763,0.0006300529,0.008515984],"category_scores_gemma":[0.0006432844,0.00084343646,0.00059718173,0.0016005042,0.020262606,0.004074165,0.00068708975,0.0007384986,0.0006310084],"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":[0.00017022912,0.0004912848,0.019925106,0.0006702514,0.00030474114,0.00003482746,0.037943963,0.0009996052,0.00019102015,0.84647274,0.018598115,0.07419814],"study_design_scores_gemma":[0.00037063338,0.0013851583,0.004378549,0.00063156587,0.00022102735,0.000009701382,0.009716328,0.000047431444,0.00008011808,0.036676146,0.9450452,0.0014381512],"about_ca_topic_score_codex":0.0018805168,"about_ca_topic_score_gemma":0.0048153885,"teacher_disagreement_score":0.9264471,"about_ca_system_score_codex":0.000017772745,"about_ca_system_score_gemma":0.0019407071,"threshold_uncertainty_score":0.9994016},"labels":[],"label_agreement":null},{"id":"W4256338236","doi":"10.24124/2017/1379","title":"When disaster strikes: industrial disaster in a northern single industry community","year":2017,"lang":"en","type":"dissertation","venue":"","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":"University of Northern British Columbia","funders":"","keywords":"George (robot); Mill; Capital (architecture); Industrial Revolution; Geography; Engineering; Emergency management; Archaeology; Political science; History; Law","score_opus":0.08156362373254197,"score_gpt":0.3360138611956922,"score_spread":0.2544502374631502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256338236","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":[0.5211639,0.000020304395,0.0000013314004,0.0002254243,0.0010344029,0.00042044965,0.000007505761,0.000043269672,0.47708344],"genre_scores_gemma":[0.6635714,0.00000900598,0.000009077351,0.00007086899,0.00046882007,0.00003588975,0.00021578796,0.000029170697,0.33558995],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99699414,0.00072259054,0.00048667766,0.0003980157,0.0007690385,0.00062951184],"domain_scores_gemma":[0.9983257,0.00015199954,0.00043291968,0.00081610464,0.00009291678,0.0001803413],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009423168,0.00036740623,0.00045485486,0.00024894733,0.0010992758,0.0008611905,0.0018001613,0.001428326,0.0013135796],"category_scores_gemma":[0.00043290315,0.00033111175,0.00014358018,0.00019470131,0.00039846523,0.0007495628,0.00014352238,0.0022583278,0.0001524228],"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":[0.000404386,0.0017995364,0.21881025,0.000213749,0.00016455188,0.00004737165,0.5485823,0.00000827827,0.000068894165,0.002288584,0.021210345,0.20640175],"study_design_scores_gemma":[0.0016042199,0.00015776689,0.022427045,0.0010792601,0.00011218271,2.6868727e-7,0.8146167,0.0000039138563,0.00004097047,0.0033665954,0.15546122,0.0011298903],"about_ca_topic_score_codex":0.023166247,"about_ca_topic_score_gemma":0.76950365,"teacher_disagreement_score":0.7463374,"about_ca_system_score_codex":0.00023302117,"about_ca_system_score_gemma":0.00034505947,"threshold_uncertainty_score":0.9999141},"labels":[],"label_agreement":null},{"id":"W4280502764","doi":"10.1111/puar.13518","title":"Choose your collaborators wisely: Addressing interdependent tasks through collaboration in responding to wildfire disasters","year":2022,"lang":"en","type":"article","venue":"Public Administration Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Brock University","funders":"Australian Research Council; Centrum för naturkatastrofslära, Uppsala Universitet; Vetenskapsrådet; Svenska Forskningsrådet Formas; Myndigheten för Samhällsskydd och Beredskap; Canada Research Chairs","keywords":"Interdependence; Salient; Collective action; Collaborative governance; Disaster response; Computer science; Emergency management; Knowledge management; Corporate governance; Collaborative network; Action (physics); Public relations; Process management; Business; Political science","score_opus":0.0654747369558845,"score_gpt":0.40938243191517587,"score_spread":0.34390769495929135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280502764","genre_codex":"commentary","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":[0.24795827,0.028776353,0.0021070605,0.432681,0.0036269745,0.009470388,0.000120580706,0.00051165523,0.27474773],"genre_scores_gemma":[0.9899167,0.0018206275,0.00033075977,0.0040905513,0.00010508044,0.0004286863,0.00006922815,0.000016825055,0.0032215542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99663705,0.0012144649,0.00055697956,0.00042764618,0.00077584985,0.00038801366],"domain_scores_gemma":[0.9991167,0.000059866696,0.0002755145,0.00027059336,0.00010097035,0.00017632307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024090528,0.00015997393,0.0002541322,0.00031577103,0.0008756861,0.00056469056,0.0005493334,0.00003454628,0.00058073556],"category_scores_gemma":[0.0007322681,0.00016894637,0.00005494422,0.005114376,0.00009123101,0.0011678308,0.00020692497,0.00017511589,0.000044534994],"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":[0.00029409621,0.0014292598,0.019400757,0.0017575871,0.00010860379,0.0002044639,0.12117808,0.00012777088,0.000189996,0.37334564,0.15903841,0.32292533],"study_design_scores_gemma":[0.00019502711,0.000085090236,0.0006265899,0.00049272814,0.000017607541,0.0000014504208,0.040284544,0.000016126694,0.0000056226595,0.00019637813,0.957857,0.00022182598],"about_ca_topic_score_codex":0.000036348792,"about_ca_topic_score_gemma":0.0010462501,"teacher_disagreement_score":0.7988186,"about_ca_system_score_codex":0.00048031792,"about_ca_system_score_gemma":0.00075127586,"threshold_uncertainty_score":0.6889433},"labels":[],"label_agreement":null},{"id":"W4280633917","doi":"10.1080/17449057.2022.2063481","title":"Mobilizing in Uncertainty: A Response to Caspersen, Driscoll, and Schatz","year":2022,"lang":"en","type":"article","venue":"Ethnopolitics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Political science","score_opus":0.02225915552467394,"score_gpt":0.336135130248165,"score_spread":0.31387597472349105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280633917","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":[0.95724684,0.00007982401,0.000009618301,0.006197364,0.0002304553,0.00028358796,0.0000062885442,0.00003480923,0.035911232],"genre_scores_gemma":[0.98310006,0.000011519157,0.00012999422,0.0010607049,0.00004851396,0.000044949178,6.285861e-7,0.0000069189337,0.015596722],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99852747,0.00040675688,0.00012522454,0.0002051567,0.00035162517,0.0003837627],"domain_scores_gemma":[0.9994853,0.00020395803,0.000023483335,0.00013750012,0.000018807223,0.00013092555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001315279,0.000066705164,0.000092471986,0.00017955876,0.00055773626,0.000067646775,0.00021252006,0.000025154446,0.00014857617],"category_scores_gemma":[0.0003529632,0.000072916286,0.000018895804,0.0004984503,0.00020943399,0.000087949586,0.00028684488,0.00014073902,0.000013832679],"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":[0.0003641049,0.00021564732,0.012296474,0.00003242578,0.000017730188,0.00023910381,0.4963942,0.003293556,0.0012482101,0.47103637,0.008245373,0.0066168224],"study_design_scores_gemma":[0.00033124042,0.00012233607,0.002983598,0.000017011967,0.0000065247777,0.0000010263716,0.53713405,0.00025779806,0.000023067732,0.0059931763,0.4529291,0.0002010843],"about_ca_topic_score_codex":0.0038239371,"about_ca_topic_score_gemma":0.0036150068,"teacher_disagreement_score":0.4650432,"about_ca_system_score_codex":0.0002451459,"about_ca_system_score_gemma":0.00014323293,"threshold_uncertainty_score":0.5780675},"labels":[],"label_agreement":null},{"id":"W4281384009","doi":"10.1061/(asce)nh.1527-6996.0000563","title":"A Community Impact Scale for Regional Disaster Planning with Transportation Disruption","year":2022,"lang":"en","type":"article","venue":"Natural Hazards Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Emergency management; Environmental planning; Scale (ratio); Environmental resource management; Business; Disaster mitigation; Emergency response; Poison control; Computer science; Transport engineering; Geography; Environmental science; Engineering; Economics; Economic growth; Cartography","score_opus":0.03829811587356083,"score_gpt":0.3829831236769815,"score_spread":0.3446850078034207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281384009","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":[0.93467957,0.046453737,0.0006318198,0.0068541905,0.00042729237,0.002792505,0.00009890253,0.00014297779,0.00791899],"genre_scores_gemma":[0.9952985,0.0011368082,0.00017476667,0.00078950485,0.00006035708,0.00017123287,0.00020689594,0.000008393517,0.002153523],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877954,0.0003081617,0.00014816018,0.00012499507,0.00044029683,0.00019883695],"domain_scores_gemma":[0.99960953,0.00005926841,0.000102470294,0.00012578937,0.000052463773,0.000050459286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076321576,0.00009064346,0.00016409688,0.000032492346,0.0011271882,0.000037368955,0.00026322211,0.000017040635,0.0001653528],"category_scores_gemma":[0.000019581037,0.00006408966,0.0001233266,0.00029966707,0.000106949294,0.00026824532,0.000018443436,0.00024130772,0.0000027857136],"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":[0.0011650622,0.0007988543,0.029627183,0.0077833068,0.00024590356,0.000023242315,0.12502423,0.0008836075,0.0001534651,0.008008539,0.14716773,0.6791189],"study_design_scores_gemma":[0.0008294377,0.00049417093,0.06086529,0.002050536,0.0002379064,0.0000053208223,0.020502223,0.00024455393,0.0000019050652,0.0007953549,0.9134907,0.000482592],"about_ca_topic_score_codex":0.00028325498,"about_ca_topic_score_gemma":0.0005493893,"teacher_disagreement_score":0.766323,"about_ca_system_score_codex":0.00010879317,"about_ca_system_score_gemma":0.00006417484,"threshold_uncertainty_score":0.8669534},"labels":[],"label_agreement":null},{"id":"W4281570923","doi":"10.1177/1354067x221103990","title":"The Psycho-Anthropological Perspectives of Natural Hazards: Applicability of the ‘Protection Motivation Theory’ in Explaining Behavioral Responses Towards Tropical Cyclone Idai in the Chimanimani District of Zimbabwe","year":2022,"lang":"en","type":"article","venue":"Culture & Psychology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Salient; Preparedness; Natural disaster; Psychology; Flexibility (engineering); Variety (cybernetics); Social psychology; Applied psychology; Geography; Political science; Computer science","score_opus":0.04115490129159627,"score_gpt":0.38445756442844164,"score_spread":0.3433026631368454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281570923","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":[0.99003464,0.00041804483,0.00013332952,0.004271188,0.00029573383,0.00067552616,0.000007336211,0.0000103979,0.0041537946],"genre_scores_gemma":[0.99953854,0.00008445135,0.000028240525,0.00005987454,0.0000438588,0.00012331743,0.000001413766,0.0000036706206,0.000116644405],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9963121,0.0023954706,0.00036066995,0.0002861871,0.00043086178,0.00021471955],"domain_scores_gemma":[0.9991675,0.00020212709,0.00024935152,0.00031321085,0.00005408495,0.000013701522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014860446,0.00010332863,0.00019795091,0.000060423718,0.00048436003,0.0000152364655,0.0008337958,0.000082722225,0.000058549103],"category_scores_gemma":[0.00043444938,0.00005120347,0.000117810145,0.00083566946,0.0020418186,0.0000733361,0.0001275122,0.00047631926,2.616856e-7],"study_design_candidate":"observational","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":[0.003616575,0.003248247,0.12559058,0.000029326719,0.000045522214,0.000005139003,0.48066828,0.00005031686,0.010777478,0.3345999,0.0008278246,0.040540814],"study_design_scores_gemma":[0.00038102723,0.00028754224,0.7112351,0.0000078839175,0.000011129337,0.000002022597,0.27989227,0.0000065142876,0.000066188164,0.006479869,0.0015725796,0.000057867255],"about_ca_topic_score_codex":0.00030837988,"about_ca_topic_score_gemma":0.0006800993,"teacher_disagreement_score":0.58564454,"about_ca_system_score_codex":0.00007703464,"about_ca_system_score_gemma":0.00003439139,"threshold_uncertainty_score":0.7523166},"labels":[],"label_agreement":null},{"id":"W4281714926","doi":"10.4102/jamba.v14i1.1264","title":"Disaster resilience framework indicators for a city’s disaster resilience planning strategy","year":2022,"lang":"en","type":"review","venue":"Jàmbá Journal of Disaster Risk Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North","funders":"","keywords":"Resilience (materials science); Process (computing); Environmental planning; Urban resilience; Environmental resource management; Process management; Sustainable development; Disaster risk reduction; Business; Risk analysis (engineering); Geography; Urban planning; Computer science; Political science; Engineering; Civil engineering; Environmental science","score_opus":0.15295271331848578,"score_gpt":0.4624800326801218,"score_spread":0.309527319361636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281714926","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013340482,0.98401344,0.0016505596,0.00020197096,0.0032916572,0.0018501721,0.00013348833,0.00006349649,0.007461161],"genre_scores_gemma":[0.002279804,0.9887867,0.00081484363,0.00014978505,0.0017363388,0.00027948665,0.000010418491,0.00011432902,0.0058283103],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905207,0.0017344519,0.0026964755,0.0011254437,0.0024045354,0.0015183587],"domain_scores_gemma":[0.9897749,0.003953886,0.004645574,0.0008514862,0.0002821507,0.0004920026],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0039325655,0.001099718,0.003379293,0.0011592411,0.0024202564,0.00065754366,0.0032437325,0.00044705224,0.00038820258],"category_scores_gemma":[0.0030894652,0.0008093153,0.0016521392,0.0019417896,0.002038165,0.001268454,0.0011437582,0.0019548496,0.000032330478],"study_design_candidate":"design_other","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":[0.00018812396,0.00037374377,0.0015701791,0.0051138992,0.0017902962,0.00014460436,0.10504713,0.00015881528,1.00573274e-7,0.0028297207,0.017437747,0.86534566],"study_design_scores_gemma":[0.0003690001,0.000528206,0.000070348564,0.0086395815,0.001809432,0.000018216813,0.14300127,0.0000022299935,1.4278477e-7,0.0030245055,0.8417291,0.0008079601],"about_ca_topic_score_codex":0.000040224473,"about_ca_topic_score_gemma":0.00011129367,"teacher_disagreement_score":0.86453766,"about_ca_system_score_codex":0.0006054863,"about_ca_system_score_gemma":0.0007718602,"threshold_uncertainty_score":0.9994358},"labels":[],"label_agreement":null},{"id":"W4281773718","doi":"10.3390/jrfm15060263","title":"Disasters and Investment: Assessing the Performance of the Underlying Economy Following a Large-Scale Stimulus in the Built Environment","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stimulus (psychology); Economics; Economy; Psychology; Cognitive psychology","score_opus":0.013218007934083065,"score_gpt":0.25622805556807166,"score_spread":0.2430100476339886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281773718","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":[0.9926709,0.0005550403,0.0005146424,0.0009097306,0.00022551087,0.00027616127,0.0000010951657,0.0000014357681,0.0048455163],"genre_scores_gemma":[0.9985772,0.0007113547,0.00009329937,0.00041195596,0.00003616046,0.00001127385,1.1681782e-7,0.0000031865738,0.00015546668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881303,0.00028759486,0.000254877,0.00010051184,0.0003641142,0.0001798411],"domain_scores_gemma":[0.99949753,0.00008477965,0.0002689573,0.00011991808,0.000005110452,0.000023671893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002100413,0.000073076924,0.00011773915,0.000065240834,0.0011171964,0.00010940623,0.00040819435,0.000013147078,0.0000072500247],"category_scores_gemma":[0.000016272856,0.000039970797,0.000070702554,0.00019345003,0.00017191426,0.00024966247,0.00033109947,0.00019654825,2.0762187e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007660204,0.00044666667,0.566511,0.00012760771,0.0000875491,0.000045316796,0.22159076,0.0105708055,0.00001285751,0.033599973,0.00071140274,0.1662195],"study_design_scores_gemma":[0.00091743324,0.00013171718,0.6140742,0.00008481601,0.00015658936,0.0000028672168,0.19977,0.0009730896,0.0000020630425,0.0044379747,0.17932262,0.00012664517],"about_ca_topic_score_codex":0.00007315797,"about_ca_topic_score_gemma":0.00012473737,"teacher_disagreement_score":0.17861122,"about_ca_system_score_codex":0.000058866026,"about_ca_system_score_gemma":0.000024051418,"threshold_uncertainty_score":0.8592685},"labels":[],"label_agreement":null},{"id":"W4281782538","doi":"10.3138/9781487529796","title":"Boots on the Ground","year":2022,"lang":"en","type":"book","venue":"University of Toronto Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology","score_opus":0.028738513220893446,"score_gpt":0.232770140324703,"score_spread":0.20403162710380957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281782538","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037541533,0.0003162729,0.000004207897,0.00009109201,0.0002843602,0.00035762507,0.000018537714,0.0000370491,0.9988533],"genre_scores_gemma":[0.0004342183,0.00026317703,0.000007959066,0.00006872259,0.00008654816,4.7003354e-7,0.0000047281947,0.000007779264,0.9991264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988135,0.00016086479,0.000070257745,0.00021377431,0.0005637836,0.00017778587],"domain_scores_gemma":[0.9993263,0.00012482758,0.00015584572,0.00030852342,0.000032906526,0.000051622785],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024201021,0.00011455063,0.0001493995,0.000013283844,0.0007710272,0.00003360069,0.001129822,0.00009196962,0.0035096891],"category_scores_gemma":[0.000009029679,0.000106477564,0.0001271639,0.0000016033775,0.00054927234,0.00008520623,0.00038247975,0.00015035406,0.000010557339],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034854584,0.000018223724,0.0000010111796,0.000020469293,0.00006509677,0.000015071237,0.03348605,0.000002931369,8.3593756e-7,0.6754694,0.28602678,0.004859273],"study_design_scores_gemma":[0.000091296264,0.00004226034,0.00002209329,0.000034289915,0.000053277545,4.075626e-8,0.0037135251,0.0000017411,6.6327834e-7,0.0008633146,0.99506015,0.000117332645],"about_ca_topic_score_codex":0.12332871,"about_ca_topic_score_gemma":0.06909577,"teacher_disagreement_score":0.70903337,"about_ca_system_score_codex":0.00044288812,"about_ca_system_score_gemma":0.00016787203,"threshold_uncertainty_score":0.99740124},"labels":[],"label_agreement":null},{"id":"W4283260494","doi":"10.1007/s13753-022-00419-0","title":"Disaster Risk Resilience: Conceptual Evolution, Key Issues, and Opportunities","year":2022,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Disaster risk reduction; Resilience (materials science); Operationalization; Vulnerability (computing); Risk analysis (engineering); Preparedness; Natural hazard; Risk management; Emergency management; Adaptation (eye); Environmental resource management; Political science; Business; Computer science; Computer security; Psychology; Geography; Economics","score_opus":0.02314238755606768,"score_gpt":0.3134026130029308,"score_spread":0.29026022544686314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283260494","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":[0.9715238,0.001025084,0.0016130216,0.0036999956,0.0031487488,0.00016252197,0.000062039355,0.000024126719,0.018740665],"genre_scores_gemma":[0.9919871,0.0010930428,0.0003669823,0.00027742368,0.00047047532,0.0000070218025,0.0000013258733,0.000008654412,0.0057879933],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9950701,0.0005064413,0.0005518205,0.0003389693,0.003115383,0.0004172634],"domain_scores_gemma":[0.99792254,0.00016064808,0.0008135357,0.00019489285,0.0006293911,0.00027900774],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003667524,0.00015398081,0.00019577105,0.00048309693,0.001631347,0.00053838314,0.0021739213,0.000029850466,0.00066281884],"category_scores_gemma":[0.0006062265,0.00013449171,0.00010061542,0.00045336998,0.0040496592,0.0020853628,0.0007718849,0.0003878991,0.000013660241],"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":[0.00045871487,0.0006069629,0.2673079,0.000010158149,0.00021273509,0.0002407747,0.32533982,0.002582834,0.00054152415,0.29717267,0.017440164,0.08808574],"study_design_scores_gemma":[0.0013944558,0.00053401897,0.059188586,0.00008029108,0.00010217219,0.000107741296,0.5246225,0.0007164742,0.000044232245,0.019796185,0.39286536,0.0005479807],"about_ca_topic_score_codex":0.00068570324,"about_ca_topic_score_gemma":0.00016822692,"teacher_disagreement_score":0.37542522,"about_ca_system_score_codex":0.00034688096,"about_ca_system_score_gemma":0.00055714464,"threshold_uncertainty_score":0.9996684},"labels":[],"label_agreement":null},{"id":"W4283397881","doi":"10.3390/w14081186","title":"Social Learning Resulting from Three Consecutive Flood Events in Yorkton, Saskatchewan, Canada","year":2022,"lang":"en","type":"article","venue":"Water","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Flood myth; Social learning; Flooding (psychology); Public relations; Sociology; Environmental planning; Psychology; Political science; Geography; Pedagogy","score_opus":0.014302075358062688,"score_gpt":0.248834688031395,"score_spread":0.2345326126733323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283397881","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":[0.9771318,0.00001481002,0.0000059879785,0.0020530685,0.00031924172,0.00014064883,0.000006618998,0.000024347913,0.020303482],"genre_scores_gemma":[0.9859239,5.451034e-7,0.000012869769,0.0002250968,0.00012349668,0.000021380338,0.000023439436,0.0000067421215,0.013662518],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9985382,0.00028056573,0.0001456124,0.00020654379,0.00046450176,0.0003645707],"domain_scores_gemma":[0.99980605,0.000042685584,0.000041305764,0.00005767893,0.000015679234,0.000036632267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043149132,0.000071529335,0.00010002233,0.00003523449,0.0010129379,0.000027874044,0.00026794802,0.000024336767,0.00062762876],"category_scores_gemma":[0.00002198745,0.00006226098,0.000026401593,0.00013780738,0.00006659187,0.00008937191,0.00024198317,0.0002162116,0.000014362752],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084372165,0.00007263069,0.57526726,0.0000064549226,0.00004693039,0.00009248149,0.4097668,0.0006419262,0.00047315162,0.0004950578,0.008755446,0.0042974604],"study_design_scores_gemma":[0.0011429642,0.000034950714,0.1192941,0.00001729788,0.000021304633,2.249407e-7,0.6524399,0.0001642766,0.00023539549,0.004039862,0.22219728,0.000412427],"about_ca_topic_score_codex":0.89725214,"about_ca_topic_score_gemma":0.99227464,"teacher_disagreement_score":0.45597318,"about_ca_system_score_codex":0.00022737833,"about_ca_system_score_gemma":0.00021954712,"threshold_uncertainty_score":0.7790802},"labels":[],"label_agreement":null},{"id":"W4284970804","doi":"10.5281/zenodo.6814020","title":"Draft analysis of how networks of international, national and local actors collaborate to reduce vulnerabilities on Six Sites in Europe, Canada, and South Africa","year":2022,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Geography; Political science; Regional science; Environmental protection; Environmental resource management; Environmental planning; Environmental science","score_opus":0.04533653215078897,"score_gpt":0.28507455031540463,"score_spread":0.23973801816461565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284970804","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":[0.23341987,0.0005013619,0.0002626591,0.002475616,0.0004965966,0.0010965278,0.002299212,0.00012008496,0.75932807],"genre_scores_gemma":[0.98580796,0.00047077998,0.0000153883,0.000031515738,0.000063811836,1.345641e-7,0.00062740216,0.0001561764,0.012826846],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733967,0.00045531997,0.00027435267,0.00036516445,0.0013573931,0.0002081225],"domain_scores_gemma":[0.9978345,0.00009464304,0.00024159117,0.0001569273,0.0015623218,0.000109990295],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013889993,0.00011921954,0.0002573307,0.0007181241,0.00060601626,0.00029788015,0.0006039296,0.000051072577,0.002772619],"category_scores_gemma":[0.0022344936,0.00012520506,0.000027780656,0.0026248167,0.0003492703,0.000114181465,0.0008097076,0.00019661269,0.0000051738325],"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":[0.00039501797,0.00041082824,0.002698846,0.00042795233,0.0016187307,0.00004725229,0.07546487,0.042072028,0.00025743135,0.010968363,0.8395696,0.026069025],"study_design_scores_gemma":[0.000117964264,0.00009253685,0.0103296805,0.000040121613,0.00006308537,6.0360503e-7,0.01119964,0.00054591097,0.0000049983796,0.0000075613834,0.9774583,0.00013960396],"about_ca_topic_score_codex":0.015426635,"about_ca_topic_score_gemma":0.013964238,"teacher_disagreement_score":0.75238806,"about_ca_system_score_codex":0.0004050227,"about_ca_system_score_gemma":0.00014219976,"threshold_uncertainty_score":0.99813896},"labels":[],"label_agreement":null},{"id":"W4285033404","doi":"10.4324/9781003205296-5","title":"Storying Vulnerability","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Computer science; Computer security","score_opus":0.04326972474018137,"score_gpt":0.30626109891935765,"score_spread":0.2629913741791763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285033404","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024373683,0.00011421097,0.000020098281,0.000486752,0.0006808167,0.00021806806,0.0000027731387,0.00012005155,0.99833286],"genre_scores_gemma":[0.0036850646,0.00013384625,0.00004142678,0.00022961051,0.00019892614,0.000007598918,0.000004972874,0.0000122836955,0.9956863],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882877,0.00004443005,0.00012488507,0.0002723754,0.000551074,0.00017845667],"domain_scores_gemma":[0.9995707,0.000056076806,0.00006720041,0.00021979482,0.000021916489,0.00006431141],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054295984,0.00010834337,0.00012966426,0.00006305231,0.00067548023,0.000057813308,0.00039054645,0.00007904584,0.09734507],"category_scores_gemma":[0.000024883606,0.000103345155,0.00009617871,0.000024465913,0.00028468872,0.00012034993,0.00019505506,0.00022297917,0.00038555713],"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":[0.0000020360376,0.000005512032,0.000013746758,0.0000077971645,0.000009753264,0.00000443237,0.0013480616,0.0000019800345,2.2812465e-7,0.9687018,0.020642163,0.009262504],"study_design_scores_gemma":[0.000026570386,0.000009143152,0.00001800059,0.000005693661,0.0000120198965,3.9569805e-8,0.00082988775,0.0000010192762,8.876214e-8,0.022422384,0.9765352,0.00013997896],"about_ca_topic_score_codex":0.00043346552,"about_ca_topic_score_gemma":0.0012189333,"teacher_disagreement_score":0.95589304,"about_ca_system_score_codex":0.00015828012,"about_ca_system_score_gemma":0.00009199578,"threshold_uncertainty_score":0.90348005},"labels":[],"label_agreement":null},{"id":"W4285055790","doi":"10.32920/ryerson.14656866.v1","title":"Adaptive Planning and Climate Focused Evaluation in an Era of Evolving Local Governance","year":2021,"lang":"en","type":"preprint","venue":"","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":true,"ca_institutions":"Toronto Metropolitan University; Simon Fraser University","funders":"","keywords":"Adaptation (eye); Corporate governance; Climate change adaptation; Agency (philosophy); Climate change; Process (computing); Process management; Political science; Environmental resource management; Environmental planning; Business; Computer science; Geography; Psychology; Sociology; Economics","score_opus":0.050628304959664874,"score_gpt":0.34594342662764915,"score_spread":0.2953151216679843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285055790","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":[0.91147876,0.0013673422,0.0026718685,0.00017020134,0.00024943342,0.00046250675,0.0000033317106,0.000022407117,0.08357415],"genre_scores_gemma":[0.9982907,0.00019732739,0.0013191258,0.000022689981,0.0000368308,0.000017708844,0.0000066309367,0.0000049062987,0.000104069855],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984482,0.00027172832,0.00020653111,0.00032941572,0.000551023,0.00019309441],"domain_scores_gemma":[0.9994753,0.000056288627,0.00016397175,0.00014296029,0.00012035884,0.00004112698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011792288,0.000095599244,0.00018182278,0.000034612607,0.00008567539,0.00013073959,0.00020264763,0.000106493906,0.00018759965],"category_scores_gemma":[0.00008471781,0.00009338522,0.0000277852,0.00013574795,0.00018722999,0.00035431804,0.00036203774,0.00020595973,7.7337796e-7],"study_design_candidate":"observational","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":[0.000114022085,0.00028714698,0.2211319,0.0004092113,0.000064357526,0.000035662717,0.2021157,0.031135911,0.0001136914,0.026632763,0.00021782418,0.5177418],"study_design_scores_gemma":[0.000522963,0.000064167645,0.59354424,0.0015548234,0.00005349885,9.680415e-8,0.112374246,0.28932068,0.000049671915,0.0021178587,0.000050354065,0.00034740948],"about_ca_topic_score_codex":0.002982794,"about_ca_topic_score_gemma":0.016502317,"teacher_disagreement_score":0.5173944,"about_ca_system_score_codex":0.000108161774,"about_ca_system_score_gemma":0.00018733359,"threshold_uncertainty_score":0.92086804},"labels":[],"label_agreement":null},{"id":"W4285105728","doi":"10.4095/330012","title":"Physical exposure to natural hazards in Canada","year":2022,"lang":"en","type":"report","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Natural hazard; Hazard; Natural (archaeology); Geography; Built environment; Socioeconomic status; Harm; Natural disaster; Environmental hazard; Environmental planning; Environmental resource management; Environmental health; Business; Environmental protection; Environmental science; Engineering; Population; Civil engineering; Meteorology; Ecology; Political science","score_opus":0.01657089450414313,"score_gpt":0.30935087349697854,"score_spread":0.2927799789928354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285105728","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.077482566,0.00013028705,7.58938e-7,0.0012974283,0.003260237,0.0003343308,0.0000112128855,0.000026281317,0.9174569],"genre_scores_gemma":[0.6785195,0.000057977246,0.000009791082,0.00027981435,0.0004062507,0.0000357812,0.000013346463,0.000008248597,0.3206693],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99702305,0.00009184542,0.00016350049,0.00031332308,0.002033297,0.0003749911],"domain_scores_gemma":[0.9995526,0.000044409375,0.000055615576,0.00017937284,0.00006045616,0.000107525426],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003914481,0.00012960854,0.00023534277,0.000092881004,0.00017908672,0.000059288122,0.0005713471,0.000038031587,0.0017136794],"category_scores_gemma":[0.00013106197,0.00011290982,0.00006062891,0.0004735689,0.000041546926,0.00006819272,0.00026599437,0.00030756422,0.000015143388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007011174,0.000043944783,0.0046501732,0.000042249907,0.000023256815,0.00017564885,0.0056600743,0.00011645432,0.0000016382954,0.0019914047,0.9289647,0.058323465],"study_design_scores_gemma":[0.00004532328,0.000014477962,0.0048491894,0.000016410655,0.000007515947,2.5369997e-7,0.014162605,0.0000090329395,6.967913e-7,0.000046304143,0.98065364,0.00019456062],"about_ca_topic_score_codex":0.9945196,"about_ca_topic_score_gemma":0.9996278,"teacher_disagreement_score":0.6010369,"about_ca_system_score_codex":0.0024037096,"about_ca_system_score_gemma":0.011271574,"threshold_uncertainty_score":0.9991989},"labels":[],"label_agreement":null},{"id":"W4285189846","doi":"10.1007/978-3-030-89594-5_12","title":"Abundance, Resilience and Trust","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ambrose University","funders":"","keywords":"Resilience (materials science); Abundance (ecology); Geography; Psychology; Ecology; Biology; Physics","score_opus":0.016296375640143,"score_gpt":0.26554841537941953,"score_spread":0.24925203973927654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285189846","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000065192515,0.00050002435,0.000014678178,0.00076313125,0.00035591933,0.0002377764,0.0000046457226,0.0000865552,0.9979721],"genre_scores_gemma":[0.0028264092,0.002480059,0.00008455831,0.0003220135,0.00014592623,0.0000079473975,0.0000034288994,0.000014858553,0.9941148],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986682,0.000023484135,0.00014701307,0.00036863226,0.00055922195,0.00023343017],"domain_scores_gemma":[0.9995405,0.000050167582,0.00008552631,0.00020297126,0.000021320453,0.00009953335],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002954209,0.00014659017,0.00016257446,0.00010077552,0.0006944434,0.00012301668,0.00041321485,0.000092968294,0.020867342],"category_scores_gemma":[0.000018967816,0.00013751083,0.000052583688,0.000047026093,0.0007082867,0.0001933587,0.00027080695,0.00018632546,0.0001393507],"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":[0.0000034125394,0.000003990261,0.000067429515,0.000010580495,0.000007673106,0.0000112322205,0.0010455141,8.7055105e-7,4.2665283e-7,0.96552557,0.018420473,0.014902847],"study_design_scores_gemma":[0.00005131128,0.000022155358,0.00008914065,0.000017016593,0.0000149863745,3.879365e-7,0.0010991988,0.0000030880149,1.801648e-7,0.026168888,0.9723437,0.00018993676],"about_ca_topic_score_codex":0.00031507923,"about_ca_topic_score_gemma":0.001060087,"teacher_disagreement_score":0.9539232,"about_ca_system_score_codex":0.00005465884,"about_ca_system_score_gemma":0.00008121832,"threshold_uncertainty_score":0.98002774},"labels":[],"label_agreement":null},{"id":"W4285291906","doi":"10.1007/978-3-030-98989-7_4","title":"Connecting Forecast and Warning: A Partnership Between Communicators and Scientists","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","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":"University of Waterloo; Environment and Climate Change Canada","funders":"","keywords":"General partnership; Hazard; Process (computing); Warning system; Business; Social media; Public relations; Engineering; Data science; Computer science; Knowledge management; Political science; Telecommunications; Finance; World Wide Web","score_opus":0.07685119376110648,"score_gpt":0.32197158833831974,"score_spread":0.24512039457721324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285291906","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065285205,0.00054473436,0.000009064645,0.0006394531,0.000097961194,0.00025397885,0.00000423585,0.00007527871,0.9918468],"genre_scores_gemma":[0.40708175,0.0003687955,0.00009979044,0.0000685243,0.000088603505,0.000004381192,0.000013145197,0.000017596498,0.5922574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987627,0.00008384606,0.0001720401,0.00033254636,0.00038916714,0.00025966467],"domain_scores_gemma":[0.99918807,0.00028850714,0.00014406726,0.00021091121,0.000020774396,0.00014768432],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010020625,0.00015504028,0.00022153641,0.00013764786,0.0015172865,0.0002762083,0.00038889956,0.00009928437,0.0012473882],"category_scores_gemma":[0.000060725088,0.00014765785,0.00004332863,0.000057489055,0.0006812045,0.00017737756,0.0007803892,0.00027005727,0.000011177762],"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":[0.0000026030807,0.0000037412415,0.0042121233,0.000030844014,0.00003607738,0.000005770587,0.010670273,2.709589e-7,2.1789684e-7,0.9494956,0.0012610101,0.034281474],"study_design_scores_gemma":[0.00010989421,0.00003075816,0.00028087344,0.000048171154,0.000046945013,7.7451875e-7,0.0065007713,0.000008123047,2.5330434e-7,0.0096393265,0.98311484,0.00021924227],"about_ca_topic_score_codex":0.00033635795,"about_ca_topic_score_gemma":0.0016612685,"teacher_disagreement_score":0.98185384,"about_ca_system_score_codex":0.000041208874,"about_ca_system_score_gemma":0.00003901701,"threshold_uncertainty_score":0.9997826},"labels":[],"label_agreement":null},{"id":"W4285333092","doi":"10.38191/iirr-jorr.21.022","title":"Post-crisis Resilient Governance in Centro region (Portugal) after 2017 wildfires","year":2021,"lang":"en","type":"article","venue":"Investigaciones Regionales - Journal of Regional Research","topic":"Disaster Management and Resilience","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":"Institute on Governance","funders":"","keywords":"Community resilience; Resistance (ecology); Vulnerability (computing); Corporate governance; Resilience (materials science); Newspaper; Transformative learning; Political science; Psychological resilience; Sociology; Business; Psychology; Computer security; Social psychology; Engineering; Computer science","score_opus":0.10284264657330562,"score_gpt":0.3801648010638806,"score_spread":0.277322154490575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285333092","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":[0.7881429,0.015772393,0.00002681954,0.18876655,0.0005178424,0.00030377138,0.0000063127222,0.000019192465,0.0064442074],"genre_scores_gemma":[0.9642172,0.021444341,0.00052641844,0.0013312604,0.000776372,0.000023932234,0.0000073345977,0.000026290183,0.011646887],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922548,0.0014112957,0.0008327023,0.00053091225,0.004029413,0.0009409096],"domain_scores_gemma":[0.99556226,0.00077843445,0.00048537453,0.00045956674,0.0021207766,0.0005935629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028604073,0.00024117969,0.00042802558,0.00062630425,0.00053177227,0.0002476167,0.0010845078,0.0002004132,0.00013891702],"category_scores_gemma":[0.0021958123,0.00021557907,0.00031297942,0.0014580182,0.0018688961,0.0010906834,0.0002859727,0.0008852267,0.000058920577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019433675,0.0011816141,0.1527307,0.00023131308,0.0001937498,0.017025942,0.018079663,0.00023005888,0.00088690163,0.3488055,0.4522309,0.0064602992],"study_design_scores_gemma":[0.0011538893,0.00022642824,0.22294948,0.001418582,0.000029593673,0.0005454817,0.025366472,0.00002321506,0.00015936098,0.039627746,0.708047,0.00045276308],"about_ca_topic_score_codex":0.0008153804,"about_ca_topic_score_gemma":0.00391917,"teacher_disagreement_score":0.30917776,"about_ca_system_score_codex":0.00053530175,"about_ca_system_score_gemma":0.0024506012,"threshold_uncertainty_score":0.8791059},"labels":[],"label_agreement":null},{"id":"W4285351450","doi":"10.1080/02722011.2021.1986557","title":"COVID-19 in Canada through the Eyes of Right-Wing Intellectuals","year":2021,"lang":"en","type":"article","venue":"The American Review of Canadian Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Military College Saint-Jean; Simon Fraser University; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Nationalism; Ideology; Sovereignty; Politics; Protectionism; Convergence (economics); Political science; Localism; Sociology; Political economy; Globalization; Law; Economic growth; International trade; Economics","score_opus":0.06095476273685727,"score_gpt":0.36864168613113646,"score_spread":0.30768692339427917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285351450","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06605479,0.5704662,0.00000792889,0.18796381,0.0003158779,0.00078244595,0.000026436224,0.0000093721565,0.17437309],"genre_scores_gemma":[0.6283497,0.34907627,0.000034769248,0.021602387,0.00002948282,0.000017412527,6.4304635e-7,0.000004122049,0.000885182],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846125,0.0005436149,0.00029416571,0.00012503362,0.0003120194,0.0002639139],"domain_scores_gemma":[0.998542,0.0007628426,0.00022335286,0.00025722905,0.00011144905,0.00010309824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007293019,0.00008239035,0.00041548596,0.000056207376,0.00030045173,0.00000831254,0.0004814773,0.000005189614,0.000167417],"category_scores_gemma":[0.002449639,0.00004530565,0.00005996923,0.0018946632,0.0013683564,0.000045145254,0.00008096212,0.000067035835,0.0000019697052],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001060352,0.000030438729,0.011425113,0.004510013,0.0006879888,0.00012108871,0.19018109,0.000069592854,0.000013126438,0.073044695,0.6300672,0.08983904],"study_design_scores_gemma":[0.000029640409,0.00000908023,0.0015068664,0.00080040353,0.000043847547,5.497221e-7,0.173041,6.4301065e-7,0.000011118341,0.0009950293,0.8234887,0.000073084004],"about_ca_topic_score_codex":0.9980482,"about_ca_topic_score_gemma":0.9998842,"teacher_disagreement_score":0.5622949,"about_ca_system_score_codex":0.0004633565,"about_ca_system_score_gemma":0.0060655796,"threshold_uncertainty_score":0.9995691},"labels":[],"label_agreement":null},{"id":"W4285386799","doi":"10.21203/rs.3.rs-1716723/v1","title":"Social resiliency in times of crisis: a case study of COVID-19 propensity in a Toronto community","year":2022,"lang":"en","type":"preprint","venue":"Research Square","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":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Propensity score matching; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; Criminology; Political science; Demographic economics; Psychology; Economics; Medicine; Virology","score_opus":0.20813678722058307,"score_gpt":0.5173738600337892,"score_spread":0.3092370728132061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285386799","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":[0.94851834,0.00034012672,8.396772e-7,0.00064736465,0.000061592524,0.0032883112,0.000028370236,0.000021256157,0.047093824],"genre_scores_gemma":[0.9985567,0.00012509251,0.000009254601,0.000014418755,0.00003334275,0.00033402862,0.0000086282,0.000011709321,0.00090683246],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98289746,0.013357544,0.0006071861,0.00045014362,0.0021215326,0.0005661237],"domain_scores_gemma":[0.99805117,0.0005761469,0.00022243208,0.000716682,0.00028364937,0.00014995289],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014189835,0.00016299053,0.0005538909,0.00051441416,0.001033417,0.00007607072,0.0015823147,0.0001698159,0.001281118],"category_scores_gemma":[0.001549861,0.00016335104,0.000099731784,0.0011363471,0.00064973,0.00019583952,0.0046823826,0.0016777412,0.0000017100886],"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":[0.00025923777,0.0050896043,0.14445765,0.0018604925,0.00003500072,0.0011873815,0.8402474,0.00024657304,0.0000035160563,0.0030765464,0.00270373,0.00083285547],"study_design_scores_gemma":[0.0006221788,0.00041468715,0.029663866,0.000099404046,0.000009377063,9.368621e-7,0.9658549,0.000019117191,0.0000014220054,0.002617449,0.0005506361,0.00014603471],"about_ca_topic_score_codex":0.88176435,"about_ca_topic_score_gemma":0.89877963,"teacher_disagreement_score":0.12560749,"about_ca_system_score_codex":0.0018791183,"about_ca_system_score_gemma":0.0017435597,"threshold_uncertainty_score":0.9996318},"labels":[],"label_agreement":null},{"id":"W4285410818","doi":"10.18485/ijdrm.2022.4.1.5","title":"Earthquake Risk Perception in Belgrade: Implications for Disaster Risk Management","year":2022,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Risk management; Risk perception; Risk analysis (engineering); Emergency management; Risk assessment; Forensic engineering; Perception; Business; Engineering; Psychology; Political science; Computer security; Computer science; Finance; Law","score_opus":0.014732695048966994,"score_gpt":0.31389926894286474,"score_spread":0.2991665738938977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285410818","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":[0.85244226,0.00037372595,0.046231005,0.006108222,0.004649046,0.0024912623,0.0004266518,0.000070786475,0.08720704],"genre_scores_gemma":[0.98476404,0.0035311012,0.004270841,0.00027254582,0.0004247345,0.00025661377,0.000029714187,0.000028983133,0.006421451],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964022,0.0005649389,0.00087900343,0.00041590698,0.001282114,0.00045584058],"domain_scores_gemma":[0.9981533,0.00014039064,0.0010711818,0.0003188909,0.00018113683,0.00013505254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021970537,0.0002243129,0.00025363703,0.0007880361,0.00076778285,0.00030894767,0.0015892937,0.000041167255,0.0004886443],"category_scores_gemma":[0.000060084018,0.0002191226,0.00033649523,0.00045297743,0.00016380716,0.000599978,0.00063384953,0.00038708953,0.000036499565],"study_design_candidate":"design_other","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":[0.00048867206,0.0011828007,0.21865621,0.000044373053,0.0010529291,0.000056191377,0.027448652,0.009775651,0.000003705461,0.05737023,0.013101286,0.6708193],"study_design_scores_gemma":[0.002938445,0.0002327958,0.43113324,0.000073548166,0.00040693535,0.0000060815073,0.08627411,0.00039725678,5.443634e-7,0.037134215,0.44102427,0.0003785298],"about_ca_topic_score_codex":0.00029394438,"about_ca_topic_score_gemma":0.00074732065,"teacher_disagreement_score":0.6704408,"about_ca_system_score_codex":0.0005534126,"about_ca_system_score_gemma":0.000029754669,"threshold_uncertainty_score":0.893556},"labels":[],"label_agreement":null},{"id":"W4285413543","doi":"10.4095/330295","title":"Social vulnerability to natural hazards in Canada","year":2022,"lang":"en","type":"report","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Vulnerability (computing); Geography; Hazard; Context (archaeology); Natural hazard; Social vulnerability; Population; Metropolitan area; Social connectedness; Social capital; Human settlement; Psychological resilience; Political science; Psychology; Sociology; Demography; Social psychology; Ecology; Computer security","score_opus":0.03570469378254797,"score_gpt":0.35959903778159974,"score_spread":0.32389434399905176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285413543","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02932755,0.00008207139,0.0000014463839,0.0040514474,0.0036848662,0.00048373608,0.00001829532,0.000033744942,0.9623169],"genre_scores_gemma":[0.7138038,0.00004169442,0.000013807485,0.0004661187,0.00048037423,0.000059769554,0.000022809698,0.000009993314,0.2851016],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962806,0.00024244601,0.00028986737,0.0004092938,0.0023054823,0.00047232021],"domain_scores_gemma":[0.9994847,0.00006039211,0.000084698215,0.00016499906,0.000104640894,0.00010057497],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014840818,0.0001486557,0.00028721834,0.000108326654,0.0005282473,0.00007564888,0.0006575623,0.00007245023,0.005271904],"category_scores_gemma":[0.00033770665,0.00013986083,0.0000765779,0.00059111376,0.00008444446,0.000078393474,0.00034775925,0.00044221597,0.000010159349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000008804459,0.000026895048,0.008728587,0.000046062647,0.000016379572,0.000050751903,0.0040337853,0.0000200886,2.7686426e-7,0.0017731679,0.93129045,0.05400477],"study_design_scores_gemma":[0.000049271734,0.0000047998756,0.020880202,0.000006478617,0.000006987236,1.4761775e-7,0.012127129,0.000003787218,2.3481418e-7,0.00012002467,0.9665911,0.00020982967],"about_ca_topic_score_codex":0.9979841,"about_ca_topic_score_gemma":0.9998743,"teacher_disagreement_score":0.68447626,"about_ca_system_score_codex":0.00638137,"about_ca_system_score_gemma":0.019897265,"threshold_uncertainty_score":0.99743295},"labels":[],"label_agreement":null},{"id":"W4285493782","doi":"10.1177/0734371x221111479","title":"Battling COVID-19: Public Personnel Management, Trust, and Social Resilience During a Global Crisis","year":2022,"lang":"en","type":"article","venue":"Review of Public Personnel Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Health Services and Policy Research; University of Haifa","keywords":"Resilience (materials science); Crisis management; Health care; Psychological resilience; Public relations; Perception; Organizational citizenship behavior; Public health; Psychology; Business; Political science; Nursing; Organizational commitment; Social psychology; Medicine","score_opus":0.05489488532342598,"score_gpt":0.3507171351569056,"score_spread":0.29582224983347966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285493782","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":[0.63198733,0.032174993,0.0029338985,0.17622524,0.0010379058,0.003956683,0.00025555276,0.0005729115,0.15085545],"genre_scores_gemma":[0.9888325,0.007388705,0.00024984844,0.0018965235,0.00015041555,0.00015674751,0.000040972212,0.000010843425,0.0012734805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99657255,0.0007021494,0.0004861888,0.00056801055,0.0011239141,0.00054720376],"domain_scores_gemma":[0.9988938,0.00004955267,0.00040223176,0.00023638223,0.00009856446,0.00031945796],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002620102,0.00019913148,0.00032858938,0.00016553771,0.0030076588,0.000367932,0.0006910185,0.00005390128,0.0010082911],"category_scores_gemma":[0.00046150415,0.00021297988,0.00016346767,0.0012344866,0.00038973754,0.00087092235,0.00031816337,0.00015233817,0.00000657231],"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":[0.000110715184,0.0010501936,0.019161172,0.028749127,0.00031707488,0.0001604845,0.06764138,0.0000122391775,0.0000592861,0.82074565,0.021227036,0.040765643],"study_design_scores_gemma":[0.0010338143,0.00019067152,0.0044580437,0.00034366167,0.00020459478,0.000036512454,0.64022094,0.00017666057,0.0000020434982,0.0007207654,0.3519435,0.00066882785],"about_ca_topic_score_codex":0.00018200606,"about_ca_topic_score_gemma":0.00026338932,"teacher_disagreement_score":0.8200249,"about_ca_system_score_codex":0.0004782374,"about_ca_system_score_gemma":0.0005336235,"threshold_uncertainty_score":0.99990493},"labels":[],"label_agreement":null},{"id":"W4286398906","doi":"10.3138/jeunesse.12.2.1","title":"Surviving a Pandemic","year":2020,"lang":"fr","type":"article","venue":"Jeunesse Young People Texts Cultures","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Virology; Biology; Medicine; Internal medicine; Infectious disease (medical specialty)","score_opus":0.027618671686994625,"score_gpt":0.2979273140016062,"score_spread":0.2703086423146116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286398906","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":[0.63656807,0.019861491,0.0004845267,0.07203327,0.0067675747,0.0009401108,0.00003899345,0.0006783676,0.26262757],"genre_scores_gemma":[0.9094631,0.0018351873,0.000082970684,0.0013013739,0.0015882957,0.000023796116,0.000013337544,0.000029458153,0.08566248],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711335,0.00033582066,0.00037073734,0.0006359622,0.0007488192,0.000795306],"domain_scores_gemma":[0.9989525,0.00010264843,0.00019256065,0.00024011255,0.00010778684,0.00040437523],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003851919,0.00034083775,0.00040033704,0.000042294152,0.0005825049,0.00041770088,0.00080465677,0.00024294142,0.0017732424],"category_scores_gemma":[0.00027606369,0.00030244404,0.00019913068,0.001258467,0.0004711137,0.0007979544,0.00027016443,0.00032864424,0.0013079187],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004824572,0.00029905027,0.26263896,0.0007234383,0.00017637768,0.00006323997,0.4480425,0.00021629338,0.00096756546,0.088362426,0.18086143,0.01760044],"study_design_scores_gemma":[0.0006257213,0.000111486675,0.11155342,0.00023120653,0.00023921029,0.00001072343,0.08378811,0.00069045293,0.00005179099,0.0021310465,0.7995607,0.0010061215],"about_ca_topic_score_codex":0.0029536306,"about_ca_topic_score_gemma":0.030320184,"teacher_disagreement_score":0.61869925,"about_ca_system_score_codex":0.00007987686,"about_ca_system_score_gemma":0.00010769077,"threshold_uncertainty_score":0.9999428},"labels":[],"label_agreement":null},{"id":"W4286823253","doi":"10.1080/10705422.2022.2103864","title":"Crisis and opportunity: the impacts of COVID-19 on water advocacy in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Community Practice","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Economic growth; Business; Public administration; Environmental planning; Geography; Medicine; Virology; Economics; Outbreak","score_opus":0.06141733015368879,"score_gpt":0.3499579574035587,"score_spread":0.2885406272498699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286823253","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":[0.8916486,0.00004497792,0.0000028028935,0.073940046,0.00017228535,0.00008633339,0.0000010359055,0.0000016444208,0.034102276],"genre_scores_gemma":[0.9903089,0.00009544936,0.000015308224,0.00896661,0.000014761509,0.0000012220194,6.621052e-7,0.0000027953072,0.00059433334],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955227,0.003364453,0.00026352075,0.00003156997,0.0006643126,0.00015347276],"domain_scores_gemma":[0.99752384,0.0016502286,0.00036885208,0.00019682093,0.00008897196,0.00017126092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006819739,0.000055358287,0.00013067282,0.00009175612,0.0010686008,0.000056973786,0.0006030426,0.000015075677,0.0005112893],"category_scores_gemma":[0.002035201,0.000035473604,0.000028846478,0.00015333781,0.000114447495,0.00045478024,0.000278302,0.0011055254,2.6571465e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010889306,0.0011694994,0.01592766,0.000049133014,0.00015577838,0.0002877025,0.8252189,0.0012246232,0.000060591832,0.0038645458,0.14843546,0.0025171808],"study_design_scores_gemma":[0.00023811216,0.00015570495,0.0055107,0.0000054724806,0.00002842517,0.000017382785,0.4479866,9.580467e-7,0.000007267227,0.00065936666,0.54535264,0.000037352267],"about_ca_topic_score_codex":0.99270505,"about_ca_topic_score_gemma":0.9937753,"teacher_disagreement_score":0.39691722,"about_ca_system_score_codex":0.00057894835,"about_ca_system_score_gemma":0.0031872059,"threshold_uncertainty_score":0.82189214},"labels":[],"label_agreement":null},{"id":"W4287095827","doi":"10.18280/ijsse.120306","title":"Household Preparedness Typology and Coping Capacity: Implications for Building Disaster Resilience in Developing Countries","year":2022,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Council of Thailand","keywords":"Preparedness; Typology; Flood myth; Coping (psychology); Business; Capacity building; Developing country; Emergency management; Socioeconomics; Geography; Environmental planning; Environmental health; Environmental resource management; Economic growth; Psychology; Medicine; Political science; Economics","score_opus":0.01911004923152899,"score_gpt":0.28707093504250764,"score_spread":0.26796088581097866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287095827","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":[0.9653511,0.00031878467,0.025239456,0.008023524,0.0006389799,0.00013223542,0.000022656579,0.000011787531,0.00026147589],"genre_scores_gemma":[0.99803543,0.00069928815,0.0009781589,0.00016950919,0.00008931428,0.0000075722846,9.6843e-7,0.0000039897723,0.000015783591],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935293,0.00002900207,0.00022580422,0.000094372335,0.00017185594,0.00012603845],"domain_scores_gemma":[0.9995924,0.00017557853,0.000097792035,0.000031314856,0.00006807933,0.00003480009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005699939,0.00005208323,0.00010032939,0.00015047318,0.00021160186,0.00006209255,0.00021838903,0.000020145631,0.0000046550053],"category_scores_gemma":[0.000100201905,0.000055829696,0.00002079316,0.00008959027,0.00008009494,0.00029411088,0.00011439942,0.0000982461,3.1563566e-8],"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":[0.00014923907,0.00003052474,0.01807865,0.000057284524,0.000058105412,0.000009676967,0.056317184,0.012658937,0.00019881423,0.9107839,0.00009792592,0.0015597447],"study_design_scores_gemma":[0.0032698729,0.00022778272,0.118850626,0.0006485615,0.00006341495,0.0002634017,0.058311637,0.009888864,0.00010274865,0.03929389,0.7681941,0.0008851473],"about_ca_topic_score_codex":0.000050346236,"about_ca_topic_score_gemma":0.000104115155,"teacher_disagreement_score":0.87149,"about_ca_system_score_codex":0.00014629091,"about_ca_system_score_gemma":0.000055458517,"threshold_uncertainty_score":0.2276669},"labels":[],"label_agreement":null},{"id":"W4287904037","doi":"","title":"Les écritures francophones de la catastrophe naturelle","year":2020,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","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":"Canadian Heritage","funders":"","keywords":"Geography","score_opus":0.013222268227213512,"score_gpt":0.2571830484268807,"score_spread":0.24396078019966722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287904037","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":[0.11347334,0.009870069,0.05242385,0.08174447,0.0018186233,0.0008601462,0.00012139711,0.00043106114,0.73925704],"genre_scores_gemma":[0.89263266,0.0036987783,0.025153076,0.00032288718,0.00017698144,0.000059345835,0.00018424574,0.000053808788,0.07771822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9814804,0.015602434,0.0005131833,0.0009917594,0.00075719215,0.000655025],"domain_scores_gemma":[0.99456245,0.0025138913,0.00046713633,0.0012741891,0.0007896701,0.00039266414],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0061325883,0.00046183402,0.0004589478,0.00012020322,0.0014517932,0.00080095616,0.0025482085,0.00059724104,0.001026092],"category_scores_gemma":[0.0020152326,0.000486249,0.00033853087,0.00078543456,0.0019677093,0.00022518,0.0016838587,0.0014665229,0.0003071881],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023908597,0.00070641784,0.0044997307,0.0003518667,0.00014937969,0.000031906362,0.11982273,0.00020009994,0.001892636,0.75063527,0.019660795,0.102025256],"study_design_scores_gemma":[0.00066076603,9.793936e-7,0.024892494,0.0022638452,0.00015440228,0.0000067181877,0.0078323195,0.00354299,0.0056187543,0.023098487,0.93098867,0.0009395543],"about_ca_topic_score_codex":0.01617246,"about_ca_topic_score_gemma":0.0068850503,"teacher_disagreement_score":0.9113279,"about_ca_system_score_codex":0.00019819528,"about_ca_system_score_gemma":0.000411535,"threshold_uncertainty_score":0.9998871},"labels":[],"label_agreement":null},{"id":"W4289295387","doi":"10.1016/j.envsci.2022.07.028","title":"How social capital influences community resilience management development","year":2022,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Humanities and Social Science Fund of Ministry of Education of China; Ministry of Education of the People's Republic of China; National Natural Science Foundation of China","keywords":"Community resilience; Resilience (materials science); Social capital; Structural equation modeling; Psychological resilience; Environmental resource management; Sociology; Psychology; Social psychology; Economics; Computer science; Social science","score_opus":0.015508017030559098,"score_gpt":0.27856618851039316,"score_spread":0.26305817147983407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289295387","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":[0.91200095,0.000031610816,0.00002097258,0.0026056238,0.00021668765,0.0003781313,0.000008057823,0.00007277142,0.08466518],"genre_scores_gemma":[0.9817007,0.00002893427,0.00030440916,0.00058635056,0.00012635328,0.00011338823,0.0000057207476,0.000009623862,0.017124485],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9957384,0.00039881494,0.00021215965,0.00044789762,0.002262378,0.0009403898],"domain_scores_gemma":[0.99927557,0.00003191992,0.00013945987,0.00031241542,0.000007166728,0.00023346607],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001835596,0.00018724782,0.00013814983,0.0003548771,0.014385051,0.00045777982,0.002436295,0.000028355646,0.000361961],"category_scores_gemma":[0.000038413975,0.00019415087,0.000062431085,0.0013226485,0.0041645765,0.0010678859,0.0022679858,0.00033196004,0.00008095552],"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":[0.000042877193,0.0016424053,0.02375552,0.000033156513,0.000049416718,0.00005155282,0.5852166,0.00037550955,0.009147404,0.18367033,0.0017077439,0.1943075],"study_design_scores_gemma":[0.00028921597,0.00009548709,0.2858357,0.0000055619184,0.000010526689,0.0000022092672,0.45747727,0.000009568798,0.0003974752,0.0020343508,0.25338292,0.0004597048],"about_ca_topic_score_codex":0.0011743102,"about_ca_topic_score_gemma":0.00031480298,"teacher_disagreement_score":0.2620802,"about_ca_system_score_codex":0.0015305982,"about_ca_system_score_gemma":0.00028407885,"threshold_uncertainty_score":0.9985455},"labels":[],"label_agreement":null},{"id":"W4289312003","doi":"10.5325/naturesopolirese.8.1-2.0131","title":"Developing Disaster: Power, Structural Violence, Insurance-Linked Securities, and the International Political Economy of the Disaster Politics Nexus","year":2018,"lang":"en","type":"article","venue":"Journal of Natural Resources Policy Research","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Queen's University","funders":"","keywords":"Nexus (standard); Politics; Framing (construction); Disaster risk reduction; Conceptualization; Political economy; Reinsurance; Sociology; Economics; Political science; Economic system; Economic growth; Finance; Law","score_opus":0.037738564638136955,"score_gpt":0.3889132214203113,"score_spread":0.35117465678217435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289312003","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":[0.88971585,0.00056308473,0.000003369304,0.036339264,0.00057727273,0.00021953322,0.000008477586,0.0000051615416,0.072568],"genre_scores_gemma":[0.9952515,0.00009583066,0.000056697736,0.0010997178,0.002234588,0.0000024196543,3.4646126e-7,0.000009546584,0.0012493591],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99651456,0.0007257364,0.0005438145,0.00016973117,0.001329932,0.000716231],"domain_scores_gemma":[0.99762964,0.00087367656,0.00029720852,0.00022176692,0.0007924113,0.00018530546],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019804365,0.00013564326,0.00025670728,0.0003389529,0.000843659,0.00041408924,0.0017816754,0.00008592027,0.000034067012],"category_scores_gemma":[0.0013454092,0.00007013191,0.00015053942,0.0005655968,0.00628254,0.00043259605,0.00069661444,0.00067717885,0.0000031546595],"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":[0.00021882595,0.0000135502405,0.011798744,0.000025597865,0.000068035384,0.0000030342278,0.03453082,5.809226e-7,0.0000146881275,0.9502262,0.0005382929,0.0025616535],"study_design_scores_gemma":[0.0028331045,0.00025999214,0.11180166,0.00088611484,0.00002940324,0.00007900646,0.10074665,0.00028599895,0.00010275281,0.62756294,0.15509155,0.00032083888],"about_ca_topic_score_codex":0.0007806884,"about_ca_topic_score_gemma":0.0002149736,"teacher_disagreement_score":0.32266325,"about_ca_system_score_codex":0.00022072639,"about_ca_system_score_gemma":0.0005480445,"threshold_uncertainty_score":0.9964218},"labels":[],"label_agreement":null},{"id":"W4289792318","doi":"10.25071/2292-4736/38554","title":"Contributors","year":2014,"lang":"en","type":"article","venue":"UnderCurrents Journal of Critical Environmental Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poetry; Painting; Queen (butterfly); Visual arts; Narrative; Performing arts; Composition (language); Art; Art history; History; Literature; Ecology","score_opus":0.03519713119499497,"score_gpt":0.38392373187907297,"score_spread":0.348726600684078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289792318","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":[0.89829713,0.011732554,0.007959728,0.017495865,0.00679603,0.00032825276,0.000010257235,0.000050322258,0.057329882],"genre_scores_gemma":[0.99802047,0.0009845975,0.00009488389,0.00021188107,0.00030301284,9.306895e-7,2.6451957e-7,0.000004553224,0.00037942347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985661,0.00018923494,0.00028377786,0.000097761666,0.00059446384,0.0002686411],"domain_scores_gemma":[0.99927527,0.00039867137,0.00008881064,0.000060273847,0.000028800272,0.0001481781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065276434,0.000090034155,0.00020961546,0.0000530241,0.0003509016,0.000043532746,0.00022865573,0.00003178914,0.00015808121],"category_scores_gemma":[0.0009145709,0.00007026197,0.00009611912,0.0000548149,0.0014065269,0.0002903458,0.00008672035,0.000121796984,0.00004762379],"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":[0.00017669883,0.0036878688,0.07799016,0.00026522734,0.00084838946,0.00010890244,0.0451704,0.00014427026,0.0009185361,0.59060836,0.02568628,0.2543949],"study_design_scores_gemma":[0.0023980606,0.0009278464,0.028322155,0.00031305247,0.0004482139,0.000016946968,0.1305909,0.000073896204,0.0002624285,0.10974631,0.72618294,0.00071721966],"about_ca_topic_score_codex":0.0000030932538,"about_ca_topic_score_gemma":0.00000598028,"teacher_disagreement_score":0.7004967,"about_ca_system_score_codex":0.00012321083,"about_ca_system_score_gemma":0.000010547946,"threshold_uncertainty_score":0.5182407},"labels":[],"label_agreement":null},{"id":"W4289861011","doi":"10.3390/socsci11080346","title":"Imagining the Post-COVID-19 Polity: Narratives of Possible Futures","year":2022,"lang":"en","type":"article","venue":"Social Sciences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Polity; Political economy; Politics; Narrative; Political science; Social science; Law","score_opus":0.045942809302793715,"score_gpt":0.38261870104992707,"score_spread":0.33667589174713336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289861011","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":[0.44409484,0.00033655865,0.0000255096,0.110895395,0.0007800185,0.00028722,0.000013549745,0.0000659209,0.44350097],"genre_scores_gemma":[0.99409986,0.00000954909,0.00006160396,0.002529427,0.00025639884,0.000021473103,0.0000010045201,0.0000027729013,0.003017891],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99765307,0.00057000644,0.00015377466,0.00023009647,0.001025841,0.0003672314],"domain_scores_gemma":[0.99953264,0.00011971974,0.00015348067,0.00008241896,0.000044572498,0.00006714469],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0024061569,0.000074089105,0.000108504086,0.0000897977,0.010224138,0.00017148365,0.0011684916,0.00001958725,0.00085468666],"category_scores_gemma":[0.00020887537,0.00005175939,0.00008598807,0.0012660577,0.0034779166,0.00030734963,0.0003247865,0.00011699046,0.0000040819314],"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":[0.000009547972,0.000041546493,0.008235012,0.0000069401876,0.000009686763,0.0000016335263,0.5567104,0.000053682525,0.00016111661,0.42566863,0.0051619424,0.003939838],"study_design_scores_gemma":[0.0000728821,0.000058959595,0.005569916,0.0000013824892,0.000005591056,2.8622733e-7,0.8600997,0.0000070646124,0.000008183769,0.033808205,0.100277804,0.00009002894],"about_ca_topic_score_codex":0.0061859433,"about_ca_topic_score_gemma":0.0025271226,"teacher_disagreement_score":0.550005,"about_ca_system_score_codex":0.000088073466,"about_ca_system_score_gemma":0.00077642384,"threshold_uncertainty_score":0.999234},"labels":[],"label_agreement":null},{"id":"W4291815547","doi":"10.1111/nin.12514","title":"Trauma and survivance: The impacts of the COVID‐19 pandemic on Indigenous nursing students","year":2022,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Indigenous; Pandemic; Nursing; Cultural safety; Coronavirus disease 2019 (COVID-19); Psychology; Distress; Medicine; Clinical psychology","score_opus":0.078183827206535,"score_gpt":0.4000934478504477,"score_spread":0.3219096206439127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291815547","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":[0.98526275,0.00033460662,0.00002556612,0.0018226774,0.0016944433,0.0003891891,0.00000308572,0.00003083385,0.010436822],"genre_scores_gemma":[0.9983672,0.000045114328,0.000004752796,0.00059784483,0.00012426986,0.00000843572,8.0219064e-7,0.0000074181944,0.000844192],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980449,0.0005121214,0.00014019231,0.0001810054,0.00083010405,0.00029165804],"domain_scores_gemma":[0.9994024,0.00016333134,0.0001235678,0.00022191368,0.000014935919,0.000073857125],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010988372,0.00008333217,0.00010411266,0.000052278374,0.0021221319,0.000084072395,0.0007078413,0.00003070783,0.00003335522],"category_scores_gemma":[0.000091987284,0.000053684806,0.000044596352,0.00037664315,0.0013922058,0.00008647306,0.00007451494,0.00019381155,0.000001480581],"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":[0.00006943776,0.00037577222,0.15399244,0.000012991832,0.000017781069,0.0000021853236,0.761518,0.00023524181,0.00010242546,0.0029550123,0.0030290664,0.07768964],"study_design_scores_gemma":[0.000795301,0.00028406564,0.4857152,0.00024787927,0.00007337521,0.000010089053,0.4887118,0.000020448048,0.000036690697,0.008255699,0.015592476,0.00025695434],"about_ca_topic_score_codex":0.00029343544,"about_ca_topic_score_gemma":0.00017744977,"teacher_disagreement_score":0.33172277,"about_ca_system_score_codex":0.00034747474,"about_ca_system_score_gemma":0.00011845867,"threshold_uncertainty_score":0.999177},"labels":[],"label_agreement":null},{"id":"W4292080716","doi":"10.5539/jsd.v15n5p22","title":"Harmonizing Disaster Risk Reduction and Climate Change Adaptation Frameworks for Risk Informed Development Planning in Sub-Saharan Africa: The Case of Uganda and Malawi","year":2022,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Disaster risk reduction; Livelihood; Climate change adaptation; Acknowledgement; Climate change; Environmental planning; Environmental resource management; Resilience (materials science); Business; Adaptation (eye); Psychological resilience; Geography; Economic growth; Agriculture; Economics","score_opus":0.04356098162002169,"score_gpt":0.28472115022639854,"score_spread":0.24116016860637685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292080716","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":[0.99613273,0.001717625,0.00085219124,0.00030058133,0.00015153173,0.00064801396,0.0000021046526,0.0000048029465,0.00019041725],"genre_scores_gemma":[0.99565667,0.0012337555,0.0027828824,0.000019415022,0.000047141708,0.00010095779,0.0000014618425,0.00000713543,0.0001505815],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99859565,0.00015286049,0.00048534272,0.00012245879,0.0002965539,0.00034715256],"domain_scores_gemma":[0.9989659,0.00015483204,0.0006168531,0.00005014242,0.00014834804,0.00006389693],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029291045,0.0000989309,0.00016702258,0.00026217607,0.0013515764,0.000107076325,0.00012666405,0.000048568694,0.0000067432684],"category_scores_gemma":[0.00017132518,0.00007706677,0.000025332867,0.0003293069,0.00010067896,0.0005193863,0.00017339714,0.0003031374,1.1393162e-7],"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":[0.00044976608,0.00009497973,0.02664424,0.00026227365,0.00008211243,0.0003049217,0.7707073,0.0012368691,0.0000114490385,0.0008628671,0.0003461622,0.19899704],"study_design_scores_gemma":[0.00086370204,0.00011466788,0.05148466,0.0001400477,0.000045683333,0.000058611215,0.9040362,0.00049501995,0.000042976295,0.00067894324,0.04187379,0.000165684],"about_ca_topic_score_codex":0.00012527259,"about_ca_topic_score_gemma":0.00014176968,"teacher_disagreement_score":0.19883135,"about_ca_system_score_codex":0.00031109148,"about_ca_system_score_gemma":0.0002632525,"threshold_uncertainty_score":0.9999485},"labels":[],"label_agreement":null},{"id":"W4293018363","doi":"10.1007/s13753-022-00434-1","title":"Quick Responses of Canadian Social Scientists to COVID-19: A Case Study of the 2020 Federal COVID-19-Specific Grant Recipients","year":2022,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Science","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Dalhousie University; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Government of Canada","keywords":"Workforce; Public relations; Political science; Stakeholder; Coronavirus disease 2019 (COVID-19); Transparency (behavior); Sociology; Medicine","score_opus":0.058369985413878014,"score_gpt":0.37923941490026447,"score_spread":0.32086942948638647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293018363","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":[0.9877928,0.000028980356,0.00014922593,0.007225164,0.0028450147,0.00043171324,0.0001137612,0.0000054212574,0.001407943],"genre_scores_gemma":[0.99793863,0.000015117057,0.00008326577,0.0010036653,0.00016746791,0.000009577707,4.3791556e-7,0.000006001431,0.00077584095],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9941814,0.00081922417,0.000682093,0.00033733452,0.0035917612,0.00038819012],"domain_scores_gemma":[0.9973613,0.00021745297,0.0008585878,0.00022380528,0.0005697351,0.0007691227],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0049474477,0.00012324964,0.0002119875,0.0013006156,0.002882161,0.00031575802,0.003219302,0.000022386987,0.00036109966],"category_scores_gemma":[0.001983199,0.00009636,0.00014822796,0.0028974935,0.0015032048,0.0005192309,0.00073736167,0.0002358235,0.0000032289365],"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":[0.00083405664,0.0012150436,0.41527718,0.00001290913,0.000117984746,0.0020615596,0.5479318,0.0038942758,0.0007290548,0.00367577,0.019641839,0.004608516],"study_design_scores_gemma":[0.0026113042,0.0007961458,0.106571145,0.000043541222,0.000059502083,0.00069494563,0.7402401,0.00007988653,0.000046359604,0.0012326343,0.14725211,0.00037235787],"about_ca_topic_score_codex":0.111145094,"about_ca_topic_score_gemma":0.20631796,"teacher_disagreement_score":0.30870605,"about_ca_system_score_codex":0.0012343355,"about_ca_system_score_gemma":0.003572346,"threshold_uncertainty_score":0.99841595},"labels":[],"label_agreement":null},{"id":"W4293052261","doi":"10.1037/trm0000409","title":"Validation of the Toronto Moral Injury Scale for Journalists.","year":2022,"lang":"en","type":"article","venue":"Traumatology An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Moral injury; Scale (ratio); Sociology; Media studies; Psychology; Geography; Social psychology; Cartography","score_opus":0.03186304383522059,"score_gpt":0.36066415145690395,"score_spread":0.32880110762168335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293052261","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":[0.9813746,0.000036725167,0.00046755903,0.0043293764,0.0033519042,0.00012940809,0.000017047969,0.000009667868,0.010283703],"genre_scores_gemma":[0.9981593,0.0000345793,0.00021983143,0.00022547069,0.00022479112,0.0000123434065,0.0000036387476,0.000004192298,0.0011158893],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987628,0.00028901824,0.0002319397,0.00008258316,0.0004994358,0.0001342176],"domain_scores_gemma":[0.9994391,0.00003621828,0.00024698026,0.00007557721,0.00015749568,0.00004460392],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007806439,0.000046107387,0.00007997525,0.000046555444,0.00079440535,0.00006677644,0.0009741567,0.0000250324,0.0012704476],"category_scores_gemma":[0.00004469112,0.000036698068,0.00009898672,0.000056056746,0.00017608066,0.0004777493,0.000081593826,0.00012780668,0.0000011242807],"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":[0.0007416963,0.00076615973,0.27605066,0.000011002071,0.000244584,0.0000116537185,0.0435444,0.00095562363,0.0009474808,0.6314919,0.01898893,0.026245903],"study_design_scores_gemma":[0.0044680703,0.0009517843,0.16419415,0.000079885656,0.00019712077,0.0006584271,0.13624838,0.0011536992,0.0037151647,0.18167844,0.5059135,0.0007413584],"about_ca_topic_score_codex":0.000224238,"about_ca_topic_score_gemma":0.0006578534,"teacher_disagreement_score":0.4869246,"about_ca_system_score_codex":0.00015050461,"about_ca_system_score_gemma":0.00010787114,"threshold_uncertainty_score":0.99964255},"labels":[],"label_agreement":null},{"id":"W4293089814","doi":"10.3390/w14172601","title":"Case Study of Collaborative Modeling in an Indigenous Community","year":2022,"lang":"en","type":"article","venue":"Water","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Indigenous; Flood myth; Community health; Community cohesion; Environmental planning; Community network; Environmental resource management; Community organization; Business; Public relations; Health care; Geography; Computer science; Political science; Ecology; Environmental science","score_opus":0.07100415118070118,"score_gpt":0.3500795451795043,"score_spread":0.2790753939988031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293089814","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":[0.996165,0.000004134171,0.0000036172707,0.00002280015,0.00005498941,0.00031658442,0.0000016277997,0.000009622559,0.003421674],"genre_scores_gemma":[0.9996218,5.309441e-7,0.0000074618906,0.00002158706,0.000007181222,0.00002606613,0.0000017354092,0.000002437004,0.0003111933],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986959,0.0008456159,0.000094084025,0.00006252129,0.00017591692,0.00012596056],"domain_scores_gemma":[0.9998105,0.000010464002,0.000016109143,0.00011622215,0.000026841442,0.000019823552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073608226,0.000031799103,0.000062677536,0.00006231002,0.0008140825,0.00002560959,0.0002037238,0.000008377547,0.0000805246],"category_scores_gemma":[0.0000033589038,0.000024924608,0.0000065646145,0.00020069073,0.000040689847,0.00014373998,0.0001697085,0.00010959676,0.0000015410828],"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":[0.000009672898,0.000674202,0.012064448,0.000002156097,0.000003649649,0.00020745523,0.97739637,0.009105106,0.00003816383,0.000033622306,0.0000048619713,0.00046030805],"study_design_scores_gemma":[0.00019560345,0.00022931857,0.00012287166,7.3782337e-7,0.0000035089015,0.0000013523667,0.9982352,0.0008341383,0.000012736141,0.00020129765,0.0001202203,0.0000429881],"about_ca_topic_score_codex":0.04230218,"about_ca_topic_score_gemma":0.09377907,"teacher_disagreement_score":0.051476892,"about_ca_system_score_codex":0.000036220234,"about_ca_system_score_gemma":0.000022080094,"threshold_uncertainty_score":0.9640752},"labels":[],"label_agreement":null},{"id":"W4293193095","doi":"10.4095/329407","title":"Centre de réduction des risques de catastrophes (RRC) de la Colombie-Britannique : travailler ensemble pour bâtir des communautés résilientes en Colombie-Britannique, note sur le concept","year":2022,"lang":"en","type":"report","venue":"","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":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Disaster risk reduction; Resilience (materials science); Work (physics); Environmental planning; Political science; Corporate governance; Modernization theory; Emergency management; Geography; Environmental resource management; Welfare economics; Business; Engineering; Environmental science; Economics","score_opus":0.02666944398509246,"score_gpt":0.3286909190040209,"score_spread":0.30202147501892845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293193095","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":[0.31228185,0.005457859,0.0034936864,0.0018822936,0.0008177109,0.0018995801,0.00021279398,0.0009422911,0.67301196],"genre_scores_gemma":[0.69610935,0.01616728,0.011540655,0.000284874,0.00059393,0.00031233492,0.000275592,0.00017228712,0.2745437],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913566,0.0037439025,0.0008373609,0.00093178236,0.001381858,0.0017484681],"domain_scores_gemma":[0.99661964,0.001208143,0.00049158,0.0005963543,0.0005836641,0.00050059793],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0048679146,0.0007053674,0.00089276844,0.00032039845,0.0024381944,0.00067783333,0.0015246865,0.0007700549,0.0019282602],"category_scores_gemma":[0.0013702812,0.00074576744,0.00047248902,0.0008237433,0.002781451,0.00067791843,0.0005552371,0.0011256885,0.000031702555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00017514195,0.0017276243,0.03358978,0.00067292695,0.0005681706,0.0004217032,0.09725589,0.0008904754,0.0027286776,0.011702879,0.7904225,0.05984422],"study_design_scores_gemma":[0.0014437158,0.0004112561,0.027541202,0.00084346853,0.0005741921,0.00019915974,0.18734537,0.0002889027,0.006770473,0.012240779,0.760283,0.002058519],"about_ca_topic_score_codex":0.12491853,"about_ca_topic_score_gemma":0.04542485,"teacher_disagreement_score":0.39846823,"about_ca_system_score_codex":0.0044251657,"about_ca_system_score_gemma":0.006287898,"threshold_uncertainty_score":0.9999324},"labels":[],"label_agreement":null},{"id":"W4293193200","doi":"10.4095/329406","title":"BC Disaster Risk Reduction Hub: working together to build resilient communities in British Columbia, design concept note","year":2022,"lang":"en","type":"report","venue":"","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":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Disaster risk reduction; Resilience (materials science); Work (physics); Risk management; Emergency management; Corporate governance; Natural disaster; Modernization theory; Environmental planning; Business; Environmental resource management; Political science; Engineering; Geography; Finance","score_opus":0.05068928791523964,"score_gpt":0.3188676602118273,"score_spread":0.26817837229658764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293193200","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06260387,0.001186929,0.0018736767,0.00047538703,0.0062445663,0.0032142887,0.000048570982,0.00030420753,0.9240485],"genre_scores_gemma":[0.32917607,0.0038274871,0.0013708286,0.00023345277,0.00085392024,0.0003854553,0.00007427238,0.00008119268,0.66399735],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994195,0.001774476,0.0006934793,0.0006156452,0.001938637,0.00078276603],"domain_scores_gemma":[0.99838275,0.00028002833,0.00038375024,0.00061115436,0.00016344342,0.00017889272],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0038291202,0.00024446318,0.0005236601,0.00022174206,0.0014447771,0.0015270414,0.001119362,0.00028227264,0.010028823],"category_scores_gemma":[0.00028421392,0.00037572274,0.00017320659,0.0008718548,0.0006150942,0.0002735303,0.00070224004,0.000849969,0.00004416644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037060498,0.00031181183,0.038134065,0.00007443457,0.000098063196,0.000087769105,0.11819136,0.0031409808,0.0000027823357,0.00013613886,0.5541521,0.28563347],"study_design_scores_gemma":[0.00019514594,0.00008831289,0.0034906685,0.00044730864,0.00005797909,0.00000480312,0.18455766,0.000016065538,9.174968e-7,0.00041382614,0.8101833,0.00054401683],"about_ca_topic_score_codex":0.80379754,"about_ca_topic_score_gemma":0.8939879,"teacher_disagreement_score":0.28508946,"about_ca_system_score_codex":0.0011516219,"about_ca_system_score_gemma":0.00068061915,"threshold_uncertainty_score":0.99986947},"labels":[],"label_agreement":null},{"id":"W4293253825","doi":"10.34190/eckm.23.1.491","title":"Threats to Future Knowledge: The Impact of the Pandemic on Organisational Recordkeeping","year":2022,"lang":"en","type":"article","venue":"European Conference on Knowledge Management","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"University of Toronto","funders":"","keywords":"Pandemic; Accountability; Public relations; Coronavirus disease 2019 (COVID-19); Business; Phase (matter); Political science; Knowledge management; Medicine; Computer science","score_opus":0.05834651227625681,"score_gpt":0.34614834050816967,"score_spread":0.28780182823191286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293253825","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04007346,0.000076901684,0.000107043816,0.0021215577,0.0012350894,0.0008578219,0.000007662868,0.00006657706,0.9554539],"genre_scores_gemma":[0.9297594,0.00008636858,0.000017327035,0.00028144443,0.0003660927,0.0000408981,0.0000029534408,0.000020745205,0.06942476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971048,0.0013538119,0.00025368293,0.00039376807,0.0005416615,0.00035222768],"domain_scores_gemma":[0.9989962,0.00009868253,0.00014212244,0.0005838209,0.00009214679,0.000087009736],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015581545,0.00019084073,0.00014616612,0.00013987848,0.0014742082,0.00015027824,0.0017590601,0.000015982847,0.0012646698],"category_scores_gemma":[0.000030932464,0.00011508643,0.0001608284,0.0008682992,0.00019058805,0.000075522126,0.0011096433,0.0002714072,0.00065326213],"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":[0.00008140738,0.0005311518,0.0024964702,0.000026377742,0.00012923546,0.0000066695043,0.05067082,0.0010788533,0.000041641728,0.6333019,0.04163181,0.27000368],"study_design_scores_gemma":[0.0008838714,0.00078104215,0.25976166,0.00023526292,0.000090088746,0.000001081954,0.10835487,0.00033949746,0.000011361975,0.006241602,0.6226536,0.000646092],"about_ca_topic_score_codex":0.000025168902,"about_ca_topic_score_gemma":0.0002097222,"teacher_disagreement_score":0.8896859,"about_ca_system_score_codex":0.00031167225,"about_ca_system_score_gemma":0.00015909704,"threshold_uncertainty_score":0.9998257},"labels":[],"label_agreement":null},{"id":"W4293752278","doi":"10.1093/oso/9780192864574.003.0014","title":"Extreme Natural Event Impacts on the Energy Sector and its Regulation","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Business; Greenhouse gas; Shock (circulatory); Natural resource economics; Government (linguistics); Economic recovery; Vulnerability (computing); Extreme weather; Position (finance); Economic policy; Finance; Economics; Climate change","score_opus":0.03689281089772903,"score_gpt":0.25826498092271594,"score_spread":0.2213721700249869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293752278","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00051750743,0.00052050134,0.0000032411535,0.0022995297,0.00042809692,0.00018378574,0.0000025577851,0.000037931783,0.99600685],"genre_scores_gemma":[0.32737464,0.0003262956,0.000001247466,0.00038209275,0.0001668304,0.0000043126265,0.0000058575783,0.0000065677336,0.6717321],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894285,0.000049903916,0.00010713635,0.00021217384,0.0005304941,0.00015743825],"domain_scores_gemma":[0.9996209,0.00008838721,0.000091324,0.00012745196,0.000022795673,0.000049155475],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023493438,0.00012554858,0.00009382254,0.0000633099,0.00046001878,0.00008617465,0.00021604379,0.00006374415,0.010662538],"category_scores_gemma":[0.000021592812,0.00007864872,0.00005813725,0.00003417512,0.00008754217,0.00011220464,0.00011622728,0.000121717174,0.000025406096],"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":[0.0000065986223,0.0000037878085,0.0000020884972,0.0000041401695,0.000014811444,0.0000017743782,0.0006025684,0.0000031983063,0.000013496959,0.9845044,0.011318166,0.0035249554],"study_design_scores_gemma":[0.000053318767,0.000032553107,0.00026951486,0.00002764176,0.000016921376,2.352385e-7,0.00035590876,0.00010327587,0.0000067037618,0.018739115,0.98023725,0.00015759344],"about_ca_topic_score_codex":0.00022646388,"about_ca_topic_score_gemma":0.0014935549,"teacher_disagreement_score":0.96891904,"about_ca_system_score_codex":0.000080026395,"about_ca_system_score_gemma":0.000038181595,"threshold_uncertainty_score":0.9902418},"labels":[],"label_agreement":null},{"id":"W4293799486","doi":"10.2139/ssrn.4204468","title":"Relating Social, Ecological, and Technological Vulnerability to Future Flood Exposure at Two Scales in Four U.S. Cities","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Vulnerability (computing); Flood myth; Social vulnerability; Geography; Environmental resource management; Environmental planning; Ecology; Environmental science; Psychological resilience; Psychology; Biology; Computer science","score_opus":0.01387692539840789,"score_gpt":0.2779711914332381,"score_spread":0.2640942660348302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293799486","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":[0.9811889,0.00093014695,0.00006726212,0.011268773,0.00015047395,0.0002255598,0.0000014128095,0.000057365658,0.006110142],"genre_scores_gemma":[0.9973108,0.00070678553,0.0000607914,0.00018281178,0.00026504282,0.00003502137,6.28763e-7,0.00000674558,0.0014313726],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99686927,0.0006315964,0.0002495998,0.00028088078,0.00046069876,0.0015079805],"domain_scores_gemma":[0.9996303,0.000088877234,0.000101331774,0.000081671526,0.000026176518,0.00007164828],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0042578336,0.00011895067,0.00018358069,0.00013190163,0.0028313212,0.00012355066,0.0004341467,0.00008563274,0.00016158103],"category_scores_gemma":[0.0001562395,0.00010068852,0.00006603061,0.00049036153,0.0003230717,0.00019868535,0.00043497546,0.0016618496,0.0000051505],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000840962,0.00019050007,0.16464348,0.000007493041,0.00003926799,0.000030866457,0.008664879,0.00027092162,0.00025252634,0.7562395,0.0004234903,0.069153],"study_design_scores_gemma":[0.00093883957,0.0007205221,0.109268576,0.000008650519,0.00002079458,0.00006634908,0.3331991,0.00002760043,0.0000047564113,0.52907854,0.02627856,0.0003877022],"about_ca_topic_score_codex":0.00010323789,"about_ca_topic_score_gemma":0.025279453,"teacher_disagreement_score":0.32453424,"about_ca_system_score_codex":0.0013325074,"about_ca_system_score_gemma":0.00038029285,"threshold_uncertainty_score":0.99846685},"labels":[],"label_agreement":null},{"id":"W4295025066","doi":"10.3389/frsc.2022.932046","title":"Community adaptation strategies in Nairobi informal settlements: Lessons from Korogocho, Nairobi-Kenya","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto Mississauga; University of Toronto","keywords":"Transformative learning; Community resilience; Vulnerability (computing); Psychological resilience; Adaptive capacity; Sustainable living; Preparedness; Climate change; Citizen journalism; Settlement (finance); Environmental planning; Political science; Public relations; Geography; Environmental resource management; Sociology; Sustainability; Resource (disambiguation); Psychology; Business; Ecology; Social psychology","score_opus":0.018432164428557184,"score_gpt":0.2769683203714448,"score_spread":0.25853615594288765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295025066","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":[0.66256285,0.00072072196,0.0027922248,0.0017903589,0.0012150714,0.0008796507,0.00005594163,0.00013087102,0.32985228],"genre_scores_gemma":[0.9341775,0.00011816205,0.00069339713,0.00020781296,0.00004575401,0.00020148148,0.000110917725,0.000013290658,0.06443164],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99735594,0.00084245106,0.00034230007,0.00019967183,0.00053522224,0.00072443165],"domain_scores_gemma":[0.9994233,0.00007675164,0.00012655825,0.00025156757,0.00006442748,0.00005734549],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013631237,0.000160263,0.00023083709,0.00046347664,0.001648147,0.00032282795,0.0007866973,0.00006335793,0.0003066263],"category_scores_gemma":[0.000095760326,0.00018840513,0.000051590163,0.00082357327,0.0004831407,0.0017353316,0.00051078096,0.00053673383,0.0000028168256],"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":[0.00015526371,0.00028676077,0.042544536,0.00013859848,0.000045879846,0.00008828165,0.5980583,0.031837225,0.0000022124377,0.27810642,0.040996656,0.0077398946],"study_design_scores_gemma":[0.00047329182,0.000044272245,0.008912039,0.000017704764,0.000006630851,9.035458e-8,0.807216,0.0005914133,0.0000013825206,0.028867118,0.15369067,0.0001793761],"about_ca_topic_score_codex":0.051012665,"about_ca_topic_score_gemma":0.01755315,"teacher_disagreement_score":0.27161467,"about_ca_system_score_codex":0.00090699474,"about_ca_system_score_gemma":0.0005132773,"threshold_uncertainty_score":0.99965155},"labels":[],"label_agreement":null},{"id":"W4295809077","doi":"10.1061/(asce)nh.1527-6996.0000592","title":"Assessing Human Resources Development in Volcano Observatories Using the Knowledge, Attitude, and Practice Survey","year":2022,"lang":"en","type":"article","venue":"Natural Hazards Review","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":"Western University","funders":"","keywords":"Volcano; General partnership; Agency (philosophy); Medical education; Observatory; Geological survey; Index (typography); Geography; Test (biology); Political science; Medicine; Sociology; Computer science; Social science; Geology","score_opus":0.12296422248214942,"score_gpt":0.4433456552606719,"score_spread":0.3203814327785225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295809077","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":[0.5754725,0.39630693,0.00000511736,0.0025232567,0.0006112687,0.0007793789,0.0000016599671,0.00004157564,0.024258297],"genre_scores_gemma":[0.98570347,0.009498258,0.00053072994,0.0011115858,0.00008080804,0.000041069114,0.0000072422017,0.000010634416,0.003016209],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964528,0.0021975117,0.0002951268,0.0002428484,0.00055206555,0.00025963847],"domain_scores_gemma":[0.99903786,0.0004923007,0.00016901584,0.00014481267,0.00011405042,0.00004197265],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0067586913,0.00011267073,0.00021132284,0.000035338537,0.0018445262,0.00028267654,0.0004431614,0.000023331222,0.00006568032],"category_scores_gemma":[0.0011704612,0.00007993649,0.000030711635,0.00088916847,0.00021335724,0.0006214272,0.0004524591,0.00029768934,0.000002673622],"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":[0.000051001993,0.000488868,0.12849152,0.003742922,0.0001766577,0.00007025624,0.0875932,0.000026391539,0.00013257976,0.014224106,0.016538318,0.74846417],"study_design_scores_gemma":[0.00007384547,0.0000070575893,0.10275792,0.00052370504,0.000025318272,0.0000023578439,0.006029496,0.000014960892,7.589801e-7,0.000027692573,0.89039403,0.00014283998],"about_ca_topic_score_codex":0.001178929,"about_ca_topic_score_gemma":0.00524305,"teacher_disagreement_score":0.8738557,"about_ca_system_score_codex":0.00020702663,"about_ca_system_score_gemma":0.00026040137,"threshold_uncertainty_score":0.9994549},"labels":[],"label_agreement":null},{"id":"W4296299184","doi":"10.1016/j.marpol.2022.105281","title":"Fishing safely during COVID-19 in Newfoundland and Labrador, Canada: Making it happen","year":2022,"lang":"en","type":"article","venue":"Marine Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Fishing; Livelihood; Scale (ratio); Pandemic; Fishery; Business; Vulnerability (computing); Coronavirus disease 2019 (COVID-19); Work (physics); Geography; Environmental resource management; Engineering; Economics; Medicine","score_opus":0.02095542056232993,"score_gpt":0.3113374699158315,"score_spread":0.2903820493535016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296299184","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":[0.7257391,0.000021729567,0.0000033411225,0.061562866,0.000108615306,0.0001708086,0.0000050785666,0.000028197886,0.21236022],"genre_scores_gemma":[0.97283596,0.000022799917,0.000022141852,0.004134874,0.00015738103,0.000016208382,0.0000031029113,0.000006697214,0.022800812],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885786,0.00012247151,0.0001341931,0.00019990106,0.00033265344,0.00035292062],"domain_scores_gemma":[0.99965245,0.000063409985,0.000052182568,0.000103850994,0.0000058842816,0.0001222364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038115564,0.00007619727,0.000101657584,0.00015702915,0.00094059075,0.00013195798,0.00029862722,0.000015461059,0.0005885089],"category_scores_gemma":[0.00023114003,0.000083944185,0.000014125725,0.00047680436,0.00007593014,0.00015463048,0.00085901073,0.00012703342,0.0000017345832],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031332624,0.000026282569,0.92810357,0.00006290655,0.000010658052,0.00014616907,0.021691626,0.00053262484,0.000010440139,0.032716844,0.006390552,0.01027699],"study_design_scores_gemma":[0.00039436013,0.000009129544,0.44819346,0.000006222252,0.0000036709096,0.000003530717,0.009870656,0.00008775257,2.8614252e-7,0.0015551893,0.53973,0.00014575325],"about_ca_topic_score_codex":0.99378127,"about_ca_topic_score_gemma":0.9981077,"teacher_disagreement_score":0.53333944,"about_ca_system_score_codex":0.0013016264,"about_ca_system_score_gemma":0.0008713576,"threshold_uncertainty_score":0.7234359},"labels":[],"label_agreement":null},{"id":"W4296511048","doi":"10.4995/carma2022.2022.15087","title":"Emergency Calls in the City of Vaughan (Canada) During the COVID-19 Pandemic: A Spatiotemporal Analysis","year":2022,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fleming College; York University","funders":"Social Sciences and Humanities Research Council of Canada; York University","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Public health; Medical emergency; Emergency management; Geography; 2019-20 coronavirus outbreak; Business; Environmental health; Medicine; Economic growth; Disease; Infectious disease (medical specialty); Economics; Virology; Nursing","score_opus":0.050838302456054314,"score_gpt":0.32995940127997647,"score_spread":0.27912109882392216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296511048","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":[0.95281625,0.00003516333,0.00014063326,0.010703775,0.00009570722,0.00021661283,0.00000653975,0.000011569382,0.03597378],"genre_scores_gemma":[0.9885209,0.000030511672,0.0000052540795,0.00058617146,0.00002096733,0.000022026778,0.000001942262,0.0000014526628,0.010810771],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982666,0.00048705353,0.00019016946,0.00013254583,0.0007497764,0.00017388938],"domain_scores_gemma":[0.99957657,0.00009211563,0.000090514404,0.00018606534,0.000013816542,0.00004094457],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014724048,0.00004930941,0.00009283511,0.00007445036,0.0007405279,0.000017283912,0.00069807784,0.000011645266,0.0029153654],"category_scores_gemma":[0.00009756278,0.00002877679,0.00006840167,0.0015953811,0.00010516125,0.00005680999,0.00014547036,0.00009394269,4.139742e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054795196,0.000028197464,0.97916317,0.0000057757916,0.00003745935,0.0000032415874,0.013821776,0.00080956257,0.0000070475307,0.002939382,0.0030695943,0.00010930104],"study_design_scores_gemma":[0.00016829078,0.000015068094,0.7521269,7.3493885e-7,0.000089469635,2.939505e-7,0.13334474,0.00029203482,0.0000028244665,0.0011793649,0.112650156,0.00013012669],"about_ca_topic_score_codex":0.8066766,"about_ca_topic_score_gemma":0.98631465,"teacher_disagreement_score":0.22703628,"about_ca_system_score_codex":0.00013898457,"about_ca_system_score_gemma":0.00025441416,"threshold_uncertainty_score":0.9979961},"labels":[],"label_agreement":null},{"id":"W4296524094","doi":"10.3389/frsc.2022.933501","title":"Integrative resilience in action: Stories from the frontlines of climate change and the Covid-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; York University","funders":"Pierre Elliott Trudeau Foundation","keywords":"Psychological intervention; Political science; Vulnerability (computing); Blueprint; Sociology; Climate resilience; Technocracy; Climate change; Environmental resource management; Psychology; Ecology; Economics; Politics; Engineering","score_opus":0.0411841038265948,"score_gpt":0.31387716355812334,"score_spread":0.2726930597315285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296524094","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":[0.92177415,0.019956348,0.001291698,0.024312684,0.0023509369,0.0027312457,0.00007180548,0.0000884323,0.02742267],"genre_scores_gemma":[0.9768493,0.005711279,0.00007948762,0.0007958237,0.000113240276,0.00042505856,0.0000043219716,0.0000063716498,0.016015092],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9980138,0.0008607897,0.00021076517,0.00020794196,0.00035054373,0.0003561389],"domain_scores_gemma":[0.9991278,0.00049838354,0.00012756174,0.00016567708,0.000044971497,0.00003562455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017154231,0.00010242791,0.00021741865,0.00012778102,0.0010487353,0.00008134558,0.00052568305,0.000033524564,0.000059517497],"category_scores_gemma":[0.00060179527,0.00006413737,0.000034793593,0.00056561944,0.0018092738,0.00041122126,0.00036482268,0.00022124287,1.721924e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033637875,0.000017132152,0.46698034,0.00004218779,0.000010033922,0.000010859468,0.41720915,0.00019956758,2.0071667e-7,0.10732976,0.0054733683,0.002391012],"study_design_scores_gemma":[0.00050701835,0.000018765573,0.008370448,0.000010956251,0.0000082239,2.1738622e-7,0.83303595,0.00012737121,3.5357692e-7,0.030850852,0.12699941,0.000070458904],"about_ca_topic_score_codex":0.040086377,"about_ca_topic_score_gemma":0.015145898,"teacher_disagreement_score":0.45860988,"about_ca_system_score_codex":0.0004264837,"about_ca_system_score_gemma":0.00017379786,"threshold_uncertainty_score":0.9663058},"labels":[],"label_agreement":null},{"id":"W4296908093","doi":"10.1093/icesjms/fsac160","title":"Decrease in recreational fisher compliance during the COVID-19 pandemic: the case of Rockfish Conservation Areas","year":2022,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; Galiano Conservancy Association; University of Victoria","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada; University of Victoria","keywords":"Recreation; Pandemic; Fishing; Rockfish; Outreach; Coronavirus disease 2019 (COVID-19); Geography; Fishery; Recreational fishing; Enforcement; Socioeconomics; Recreational use; Compliance (psychology); Fish <Actinopterygii>; Medicine; Psychology; Ecology; Political science; Infectious disease (medical specialty); Biology; Disease; Sociology; Law","score_opus":0.07115731046876198,"score_gpt":0.35309125772103134,"score_spread":0.2819339472522694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296908093","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":[0.98030764,0.000068561705,0.000045825098,0.0077941697,0.000213713,0.0001603494,0.0000033779747,0.000005362623,0.011400976],"genre_scores_gemma":[0.9977974,0.00007570501,0.00009588367,0.0009769832,0.00005902019,0.000006878542,3.647182e-7,0.0000021349297,0.0009856202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821293,0.000337484,0.00033012356,0.00013122759,0.0007918589,0.00019634438],"domain_scores_gemma":[0.9985961,0.00046772193,0.0004845156,0.00014548576,0.00017470615,0.00013151616],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0049501183,0.000059411475,0.00010070096,0.0001419689,0.0014927707,0.00011206814,0.0010897181,0.000010908463,0.00047950514],"category_scores_gemma":[0.0014198397,0.00003688631,0.00004478005,0.001203333,0.0011297001,0.00056324824,0.00046416934,0.00019501366,5.9758213e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012323413,0.000099392986,0.9732522,0.00002137355,0.0000094874695,0.00023964433,0.008670987,0.0044301893,0.00018084997,0.0048478125,0.0008584761,0.0072663673],"study_design_scores_gemma":[0.0012682022,0.00013024673,0.85696334,0.00006826875,0.000038724655,0.0016151136,0.066706225,0.00245,0.000029018636,0.011728115,0.058765277,0.00023747874],"about_ca_topic_score_codex":0.005294869,"about_ca_topic_score_gemma":0.008647027,"teacher_disagreement_score":0.116288856,"about_ca_system_score_codex":0.00022548136,"about_ca_system_score_gemma":0.0007410536,"threshold_uncertainty_score":0.9998072},"labels":[],"label_agreement":null},{"id":"W4300446551","doi":"10.1017/cbo9780511978012","title":"Eruptions that Shook the World","year":2011,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":200,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Volcano; History; Quarter (Canadian coin); Volcanology; Vulcanian eruption; Archaeology; Ancient history; Geology; Geography; Earth science; Paleontology","score_opus":0.04929869963128046,"score_gpt":0.243202920739608,"score_spread":0.19390422110832756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300446551","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022059938,0.00009808733,0.0000842522,0.00011376549,0.00056390633,0.0005678449,0.000039090526,0.00015330793,0.9983577],"genre_scores_gemma":[0.0006655286,0.00014034953,0.000017142316,0.00015456704,0.00028566393,0.000001812994,0.000013886844,0.000018607234,0.99870247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985316,0.00018125601,0.00010052295,0.0003619002,0.00043890177,0.00038583137],"domain_scores_gemma":[0.99899864,0.00010499313,0.00016201053,0.0005136532,0.000074562835,0.00014616555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024287343,0.00021919758,0.00020002322,0.00017252118,0.0011461836,0.00013525452,0.0014948448,0.00017015944,0.000056141453],"category_scores_gemma":[0.000008799211,0.00019177656,0.0002033623,0.00003688247,0.0012881568,0.00017031006,0.00048589727,0.00037767444,0.00009167604],"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":[0.000007756019,0.0000063742614,0.000005877883,0.000011577269,0.000037910875,0.000025457372,0.0007998851,2.2982393e-7,2.6071655e-7,0.58973974,0.40869156,0.00067338167],"study_design_scores_gemma":[0.000115206116,0.0000078408875,0.00007088128,0.000074424745,0.00017329174,3.1417517e-7,0.0013368978,0.0000020503007,0.0000047525064,0.000044244265,0.997925,0.00024512142],"about_ca_topic_score_codex":0.0009346554,"about_ca_topic_score_gemma":0.00090925186,"teacher_disagreement_score":0.58969545,"about_ca_system_score_codex":0.00024244883,"about_ca_system_score_gemma":0.00035277454,"threshold_uncertainty_score":0.8815633},"labels":[],"label_agreement":null},{"id":"W4300695231","doi":"10.22215/cpopp.v1i0.2735","title":"Canada's Non-profit Sector as a Valuable Resource in Emergency Management: Recommendations to Governments","year":2015,"lang":"en","type":"article","venue":"Carleton Perspectives on Public Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Not for profit; Emergency management; Finance; Accounting; Economics; Economic growth","score_opus":0.03199738787251759,"score_gpt":0.3279676271478185,"score_spread":0.2959702392753009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300695231","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.082764395,0.00004907403,0.000032065927,0.05920539,0.00035668546,0.0006674415,0.000029150953,0.000051341518,0.8568445],"genre_scores_gemma":[0.8600068,0.00011794108,0.00007871545,0.0023122677,0.00035384047,0.00012183354,0.000007810106,0.000021826127,0.13697895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971803,0.00021727495,0.00026556908,0.00054492155,0.0010309034,0.00076104706],"domain_scores_gemma":[0.99875885,0.000033091794,0.000096466516,0.0003994226,0.00012065606,0.0005914861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007017528,0.00019343049,0.00018169892,0.0005270226,0.00033203445,0.000181149,0.00076265825,0.000058913345,0.00057309744],"category_scores_gemma":[0.0006231013,0.00020300894,0.00005753435,0.0018604487,0.000091320544,0.00038428986,0.00024335668,0.00014920074,0.00015467875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004554181,0.0001955867,0.006422101,0.000014712321,0.00007181714,0.000023353638,0.04525944,0.00007424389,0.00001257998,0.51159227,0.42811888,0.0081694815],"study_design_scores_gemma":[0.0004964681,0.0000735797,0.0074524963,0.000025136935,0.0000079340525,2.8765774e-7,0.21966399,0.000018955156,0.0000073789115,0.0016226156,0.77036726,0.0002638725],"about_ca_topic_score_codex":0.73333746,"about_ca_topic_score_gemma":0.54151815,"teacher_disagreement_score":0.7772424,"about_ca_system_score_codex":0.0036509677,"about_ca_system_score_gemma":0.0017472652,"threshold_uncertainty_score":0.9547154},"labels":[],"label_agreement":null},{"id":"W4303021961","doi":"10.1108/dpm-06-2022-0135","title":"Potential non-disasters of 2021","year":2022,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workers Compensation Board of Alberta","funders":"","keywords":"Hazard; Originality; Disaster risk reduction; Value (mathematics); Action (physics); Disaster research; Emergency management; Computer security; Forensic engineering; Risk analysis (engineering); Public relations; Political science; Psychology; Engineering; Computer science; Business; Environmental planning; Social psychology; Geography; Law; Economics; Management","score_opus":0.01082211318886017,"score_gpt":0.31220935055364024,"score_spread":0.30138723736478007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303021961","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":[0.83301765,0.000059844766,0.010579354,0.0016343774,0.0037982198,0.0004326424,0.000009977567,0.000020491601,0.15044746],"genre_scores_gemma":[0.97470987,0.0004345984,0.00045416664,0.00017206064,0.000262763,0.000018827257,0.000023315686,0.0000074707527,0.023916956],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828863,0.00021562963,0.00027431108,0.00017876051,0.00086661027,0.00017607612],"domain_scores_gemma":[0.99952245,0.0000067847113,0.00020312403,0.00009995603,0.00007217054,0.000095544725],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070303655,0.000083447114,0.00009209579,0.0002625857,0.00048496912,0.00023240277,0.00057577866,0.000015848844,0.002227758],"category_scores_gemma":[0.000005130351,0.000086558124,0.00009654106,0.0001237109,0.000125946,0.00072432373,0.00037522032,0.00010759445,0.000006703915],"study_design_candidate":"design_other","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":[0.00072507246,0.0023623798,0.019826429,0.00008993166,0.0013236888,0.00035185192,0.069571115,0.002104941,0.00043247206,0.29428878,0.014945918,0.5939774],"study_design_scores_gemma":[0.005012527,0.00070083723,0.06405792,0.00015726213,0.00028402847,0.0000691317,0.36893865,0.0015728079,0.000023329727,0.025114555,0.5333412,0.00072770426],"about_ca_topic_score_codex":0.000028762543,"about_ca_topic_score_gemma":0.000036442827,"teacher_disagreement_score":0.5932497,"about_ca_system_score_codex":0.000058114416,"about_ca_system_score_gemma":0.000024358216,"threshold_uncertainty_score":0.99868435},"labels":[],"label_agreement":null},{"id":"W4304617838","doi":"10.1016/j.trip.2022.100697","title":"Review of resilience hubs and associated transportation needs","year":2022,"lang":"en","type":"article","venue":"Transportation Research Interdisciplinary Perspectives","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta; Alberta Ecotrust Foundation","keywords":"Resilience (materials science); Environmental planning; Transport engineering; Business; Computer science; Geography; Engineering; Physics","score_opus":0.04662276683305921,"score_gpt":0.415885783878364,"score_spread":0.3692630170453048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304617838","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":[0.9349294,0.015154947,0.00014632953,0.010646874,0.00015795455,0.0012848096,0.0001632007,0.00009666463,0.03741984],"genre_scores_gemma":[0.9881237,0.008669647,0.000048082475,0.000058721296,0.000024976953,0.00013488266,0.00006349059,0.00001123138,0.0028652505],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970977,0.00065172336,0.000359474,0.00032763818,0.001210135,0.00035333625],"domain_scores_gemma":[0.99902207,0.00020002978,0.00013814791,0.00016475462,0.00036543733,0.00010953718],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024320416,0.00010507772,0.00020939962,0.00042026103,0.0013502908,0.000029823595,0.00040726582,0.000033983066,0.001181923],"category_scores_gemma":[0.00009332145,0.00010854094,0.00009101814,0.0017292334,0.0009907095,0.0003976237,0.000043489134,0.0003369456,0.0000034713191],"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":[0.00030047132,0.00084736495,0.018420506,0.0018551542,0.00010845143,0.00003655728,0.8005416,0.00017359467,0.00065665063,0.15778427,0.014940234,0.004335176],"study_design_scores_gemma":[0.00035044373,0.00042853257,0.21296744,0.0010729036,0.000038576745,2.1328206e-7,0.77286553,0.00003291687,0.00002515923,0.0045629726,0.007464905,0.00019038103],"about_ca_topic_score_codex":0.00052069686,"about_ca_topic_score_gemma":0.0022078822,"teacher_disagreement_score":0.19454694,"about_ca_system_score_codex":0.00016629706,"about_ca_system_score_gemma":0.00015398342,"threshold_uncertainty_score":0.9999498},"labels":[],"label_agreement":null},{"id":"W4306250799","doi":"10.1002/pra2.654","title":"Information Intermediaries and Information Resilience: Working to Support Marginalised Groups","year":2022,"lang":"en","type":"article","venue":"Proceedings of the Association for Information Science and Technology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"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":"Intermediary; Vulnerability (computing); Group information management; Seekers; Resilience (materials science); Work (physics); Workaround; Personal information management; Business; Information management; Psychological resilience; Information sharing; Knowledge management; Information behavior; Public relations; Information infrastructure; Community resilience; Information needs; Information system; Management information systems; Political science; Psychology; Marketing; Computer science; Resource (disambiguation); Social psychology; World Wide Web; Computer security; Engineering","score_opus":0.007120898404605841,"score_gpt":0.24923710961016002,"score_spread":0.24211621120555418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306250799","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":[0.8808912,0.00000927908,0.00058021443,0.031512864,0.00088544644,0.0021275636,0.000036042813,0.00019202215,0.08376539],"genre_scores_gemma":[0.99858487,0.000022488395,0.00023893875,0.00081911223,0.000012403103,0.00014577789,0.000004414841,0.0000013198479,0.00017066752],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982621,0.000007005067,0.0003729693,0.000074426796,0.0010067668,0.0002766991],"domain_scores_gemma":[0.9982015,0.000048928534,0.00064929156,0.000062462605,0.0009870294,0.000050824587],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031743944,0.000071322116,0.00010428338,0.0009425901,0.0017782183,0.00047076304,0.0006316914,0.000061692816,0.000006674566],"category_scores_gemma":[0.0029948414,0.00006218659,0.000020131747,0.0026892736,0.0007381386,0.011807112,0.0005767855,0.000115195384,0.0000047573967],"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":[0.000026835032,0.0000068791705,0.034717336,0.000038391056,0.0000056070053,3.823209e-9,0.037477378,0.000010395776,0.00010582262,0.86975735,0.0038455455,0.054008443],"study_design_scores_gemma":[0.000492993,0.00018201227,0.013174568,0.000020616782,0.000017908118,0.0000015645469,0.14382558,0.00027633138,0.00066657754,0.010709368,0.83046645,0.00016601961],"about_ca_topic_score_codex":0.000015708656,"about_ca_topic_score_gemma":0.000005450609,"teacher_disagreement_score":0.859048,"about_ca_system_score_codex":0.00030598097,"about_ca_system_score_gemma":0.00016653864,"threshold_uncertainty_score":0.9995213},"labels":[],"label_agreement":null},{"id":"W4306947957","doi":"10.3390/su142013519","title":"Emergency and Disaster Management, Preparedness, and Planning (EDMPP) and the ‘Social’: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Public relations; Coaching; Inclusion (mineral); Preparedness; Sociology; Indigenous; Knowledge management; Political science; Psychology; Social science; Computer science","score_opus":0.050187699219938334,"score_gpt":0.4312434153210366,"score_spread":0.3810557161010983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306947957","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006173075,0.97613245,0.000009049579,0.00056674326,0.00021108484,0.0054333555,0.00000458098,0.00004781784,0.017533178],"genre_scores_gemma":[0.00008315339,0.99580866,0.000009044931,0.00007674821,0.00009978051,0.0007738541,0.00000807496,0.00001881687,0.0031218943],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963688,0.0014936093,0.00056495646,0.00070676644,0.0004103428,0.00045551718],"domain_scores_gemma":[0.9988446,0.0003003181,0.00034064424,0.00034956145,0.00007166282,0.00009317833],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033188337,0.0003116199,0.0010246518,0.0000808925,0.0018403272,0.0001872062,0.0004271109,0.00008574991,0.00022195705],"category_scores_gemma":[0.0007776688,0.00021427184,0.00016965922,0.00053979433,0.0013200482,0.00024282497,0.0012829145,0.00025201254,8.591907e-7],"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":[0.000008621704,0.000019236013,0.00012706876,0.26430666,0.000069337126,0.000011514901,0.021695575,3.972482e-8,7.651717e-11,0.015452011,0.0010493138,0.6972606],"study_design_scores_gemma":[0.00016896799,0.000009266272,0.000046731227,0.021463599,0.00074804015,0.000001141301,0.041313156,7.2456265e-7,1.04952574e-10,0.0040606144,0.9319121,0.00027561042],"about_ca_topic_score_codex":0.00018861599,"about_ca_topic_score_gemma":0.00011386766,"teacher_disagreement_score":0.93086284,"about_ca_system_score_codex":0.00026704103,"about_ca_system_score_gemma":0.00025913437,"threshold_uncertainty_score":0.99945915},"labels":[],"label_agreement":null},{"id":"W4308105847","doi":"10.3390/buildings12111850","title":"Improving Emergency Training for Earthquakes through Immersive Virtual Environments and Anxiety Tests: A Case Study","year":2022,"lang":"en","type":"article","venue":"Buildings","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"National Brain Mapping Laboratory","keywords":"Virtual reality; Anxiety; Sample (material); Damages; Psychology; Computer science; Applied psychology; Engineering; Simulation; Artificial intelligence","score_opus":0.03524488270072483,"score_gpt":0.31035821977271344,"score_spread":0.2751133370719886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308105847","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":[0.9956276,0.00010365085,0.0010759108,0.00022380087,0.00028705527,0.00082288234,0.000009101818,0.000023145329,0.0018268933],"genre_scores_gemma":[0.9959658,0.000035205754,0.00039627313,0.00008823505,0.00007101196,0.00016019955,0.0000012887732,0.000011474003,0.0032705234],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987838,0.000085144464,0.00016026988,0.00034363315,0.00030835395,0.0003187566],"domain_scores_gemma":[0.99967736,0.000053872296,0.00009858641,0.00010069916,0.000008559373,0.0000608955],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00054262445,0.00010283114,0.00011176121,0.00004040623,0.001556072,0.00005683076,0.00019247006,0.000019820154,0.0001631103],"category_scores_gemma":[0.00006744273,0.00010779326,0.000048309164,0.00017607339,0.00011471238,0.0003329095,0.00023447929,0.000085744934,0.0000014718221],"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":[0.00005224832,0.0004528992,0.0287011,0.000021099571,0.00009118243,0.00026934268,0.81170106,0.00011664809,0.004915095,0.01537884,0.0012430726,0.13705742],"study_design_scores_gemma":[0.00053587375,0.00039069314,0.0008236462,0.0000026974744,0.000047384263,0.000017329163,0.9264879,0.00006419664,0.000023476152,0.0003940685,0.07101889,0.00019383262],"about_ca_topic_score_codex":0.0017634658,"about_ca_topic_score_gemma":0.00033868174,"teacher_disagreement_score":0.1368636,"about_ca_system_score_codex":0.000050905684,"about_ca_system_score_gemma":0.000025171921,"threshold_uncertainty_score":0.99974376},"labels":[],"label_agreement":null},{"id":"W4310477980","doi":"10.1007/978-3-031-11324-6_16","title":"Japan’s Response to the COVID-19 Pandemic","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Context (archaeology); Political science; Corporate governance; Democracy; Per capita; Prime minister; Civil liberties; Development economics; 2019-20 coronavirus outbreak; Face (sociological concept); Public administration; Geography; Sociology; Economics; Law; Virology; Politics; Medicine; Social science; Outbreak; Demography; Management","score_opus":0.07461871833931011,"score_gpt":0.34292725448315703,"score_spread":0.2683085361438469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310477980","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013423932,0.000109361295,0.00006075713,0.03665673,0.00056807214,0.0006143268,0.000012930667,0.00015205726,0.9616915],"genre_scores_gemma":[0.0034757317,0.00024126003,0.00001637036,0.01603398,0.00022225047,0.000038746988,0.0000043363666,0.000016979497,0.97995037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982109,0.00021373038,0.00016975804,0.0003463449,0.0007841828,0.00027508434],"domain_scores_gemma":[0.99880606,0.00046007254,0.00007797822,0.00039176014,0.000021459697,0.00024269836],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022074233,0.00015406222,0.00014789465,0.00013009126,0.001079327,0.00012414147,0.0010778665,0.000100272315,0.036059067],"category_scores_gemma":[0.000336595,0.000105075625,0.00011195215,0.00008679554,0.00028594717,0.00007086491,0.00045639122,0.00023486193,0.001200041],"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":[0.00012562424,0.0000052969863,0.00009776127,0.000005829271,0.00002027368,0.000010497198,0.012960294,0.000023198147,0.0000017741046,0.6652738,0.31777018,0.0037055034],"study_design_scores_gemma":[0.00006333488,0.000036737027,0.000036211844,0.000004492508,0.000019325944,7.6933907e-7,0.0043976232,5.8209787e-7,2.5930074e-8,0.006438891,0.98882943,0.0001725859],"about_ca_topic_score_codex":0.0012086569,"about_ca_topic_score_gemma":0.009072446,"teacher_disagreement_score":0.67105925,"about_ca_system_score_codex":0.0003481772,"about_ca_system_score_gemma":0.00041005135,"threshold_uncertainty_score":0.99957764},"labels":[],"label_agreement":null},{"id":"W4311192187","doi":"10.3390/geographies2040046","title":"Local-Level Flood Hazard Management in Canada: An Assessment of Institutional Structure and Community Engagement in the Red River Valley of Manitoba","year":2022,"lang":"en","type":"article","venue":"Geographies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Indigenous Services Canada","keywords":"Flood myth; Preparedness; Local government; Citizen journalism; Hazard; Environmental planning; Government (linguistics); Participatory action research; Damages; Environmental resource management; Geography; Local community; Agency (philosophy); Public administration; Political science; Sociology; Environmental science","score_opus":0.03676956213686617,"score_gpt":0.2834174511859347,"score_spread":0.24664788904906854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311192187","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":[0.9931696,0.000069311194,0.000043360036,0.00031796552,0.00010342273,0.00036854934,0.000038762933,0.0000040502605,0.00588499],"genre_scores_gemma":[0.9993615,0.00015819645,0.00031514768,0.00009211671,0.0000054796556,0.00003125533,0.000015165197,0.0000022216202,0.000018909754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997736,0.0011042841,0.00021215844,0.00011935896,0.0006557338,0.00017248312],"domain_scores_gemma":[0.9996003,0.00006757363,0.00008369074,0.0002019736,0.000022626506,0.00002382168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013351053,0.000077355806,0.0001260869,0.00025891664,0.00065749616,0.000016846278,0.0005369557,0.000014567201,0.000045322548],"category_scores_gemma":[0.000008184723,0.00006460586,0.000023402565,0.00073168235,0.00056287803,0.00011234352,0.00034316853,0.00027372577,2.6741905e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029961455,0.0004822603,0.85959303,0.00013465206,0.00009013935,0.000030341153,0.03362978,0.009115704,0.000015596706,0.07972536,0.00038717935,0.016765999],"study_design_scores_gemma":[0.00027253779,0.000042964883,0.7900916,0.000012126779,0.000013089858,2.0538954e-7,0.20548438,0.00010570979,0.0000023026341,0.0024520194,0.0014648143,0.00005830006],"about_ca_topic_score_codex":0.8015608,"about_ca_topic_score_gemma":0.98946905,"teacher_disagreement_score":0.18790819,"about_ca_system_score_codex":0.0001333485,"about_ca_system_score_gemma":0.0001750026,"threshold_uncertainty_score":0.5056996},"labels":[],"label_agreement":null},{"id":"W4311542647","doi":"10.1175/bams-d-22-0137.1","title":"Conceptualizing Confidence: A Multisited Qualitative Analysis in a Severe Weather Context","year":2022,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"National Oceanic and Atmospheric Administration; National Center for Atmospheric Research; National Science Foundation","keywords":"Context (archaeology); General partnership; Variety (cybernetics); Computer science; Political science; Geography; Artificial intelligence","score_opus":0.028057863273718234,"score_gpt":0.33938937124255697,"score_spread":0.31133150796883874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311542647","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":[0.9831806,0.000168672,0.00022983053,0.00877037,0.00006112171,0.00036079934,0.000019202344,0.00003507069,0.007174358],"genre_scores_gemma":[0.9909733,0.000036733494,0.00083173375,0.004751541,0.000016490194,0.00006382309,0.0000018487018,0.000005139584,0.00331942],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9954991,0.0028309082,0.00030699474,0.00032545583,0.0006941976,0.00034335535],"domain_scores_gemma":[0.998364,0.00086841657,0.00042562938,0.00022687366,0.00005772673,0.000057352867],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024769558,0.00011830605,0.00043255257,0.000041585074,0.0005428783,0.000024876723,0.0008301675,0.000036777434,0.0038909593],"category_scores_gemma":[0.00041964505,0.000083315615,0.00052083185,0.0018801407,0.002583586,0.000020247846,0.00047105353,0.00029479657,0.000010567165],"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":[0.00038356535,0.00073936407,0.10426258,0.00001741135,0.0014499439,0.000010884658,0.7706055,0.004929658,0.000587567,0.06703217,0.04106521,0.008916156],"study_design_scores_gemma":[0.00042925123,0.00016023613,0.027888319,0.0000054375228,0.00014985898,2.78081e-7,0.8632089,0.00019960766,0.0000074670593,0.0012714465,0.10648908,0.00019014106],"about_ca_topic_score_codex":0.014362105,"about_ca_topic_score_gemma":0.0003550542,"teacher_disagreement_score":0.09260339,"about_ca_system_score_codex":0.00011579668,"about_ca_system_score_gemma":0.00004121864,"threshold_uncertainty_score":0.99701965},"labels":[],"label_agreement":null},{"id":"W4311629902","doi":"10.3390/ijerph192316153","title":"Evaluating Community Resilience and Associated Factors One Year after the Catastrophic Fort McMurray Flood","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Dalhousie University","funders":"Mental Health Foundation; Government of Alberta","keywords":"Flood myth; Resilience (materials science); Poison control; Human factors and ergonomics; Suicide prevention; Community resilience; Psychological resilience; Injury prevention; Geography; Environmental health; Psychology; Medicine; Engineering; Archaeology; Social psychology","score_opus":0.15925533618486098,"score_gpt":0.4362308877478559,"score_spread":0.2769755515629949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311629902","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":[0.987597,0.0003458042,0.000014340124,0.011026626,0.00013898274,0.0001510819,0.000044586293,0.00000285168,0.0006787652],"genre_scores_gemma":[0.9984008,0.00076262356,0.000041639247,0.0002497629,0.00007506149,0.000008423885,0.000008638973,0.0000044383664,0.00044861727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952314,0.001964206,0.00024507492,0.00009808047,0.002125092,0.00033616406],"domain_scores_gemma":[0.9990402,0.00041147906,0.00016887853,0.00008968561,0.000058582813,0.0002312096],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009365085,0.000054740514,0.00009176582,0.00016010115,0.001621164,0.000207852,0.00062980386,0.00001750658,0.0004316782],"category_scores_gemma":[0.0005409529,0.000041849828,0.000027502241,0.00014456647,0.000642447,0.00032836365,0.0005527538,0.00072911603,0.0000018282963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038936795,0.0027431534,0.7842259,0.000019009152,0.00034045614,0.000024527344,0.08366465,0.00004594952,0.00036803866,0.0037643346,0.0017077352,0.12270688],"study_design_scores_gemma":[0.00052487594,0.0010156642,0.8646799,0.000024832576,0.0000043923114,0.000005792259,0.118488654,0.00004251959,0.000002647075,0.0018225508,0.013315548,0.00007266871],"about_ca_topic_score_codex":0.0010905139,"about_ca_topic_score_gemma":0.0004942574,"teacher_disagreement_score":0.12263421,"about_ca_system_score_codex":0.0004591155,"about_ca_system_score_gemma":0.00026580592,"threshold_uncertainty_score":0.9996786},"labels":[],"label_agreement":null},{"id":"W4311784501","doi":"10.5055/jem.0666","title":"The disastrous business of presidential campaigns: The effect of disaster declarations on presidential elections in FEMA Region 3","year":2022,"lang":"en","type":"article","venue":"Journal of Emergency Management","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":"Public Works and Government Services Canada","funders":"","keywords":"Presidential election; Preparedness; Political science; Emergency management; Public administration; Agency (philosophy); Presidential system; Natural disaster; Politics; Primary election; General election; Sociology; Law; Geography","score_opus":0.014420997226009959,"score_gpt":0.3032191668296153,"score_spread":0.2887981696036053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311784501","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":[0.9741786,0.00039663873,0.0015876179,0.0026879048,0.0036927313,0.0011112391,0.0000027982508,0.000008357101,0.016334089],"genre_scores_gemma":[0.9938358,0.0005670021,0.000012034374,0.00001334961,0.00019081986,0.000055936966,8.1566407e-7,0.000008334285,0.0053159087],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99698436,0.0008671124,0.0007195282,0.00013677758,0.0010432415,0.0002489709],"domain_scores_gemma":[0.99872446,0.00020568767,0.00066221843,0.00026571,0.000105793755,0.000036134003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016859078,0.000113187794,0.00019045039,0.00022533527,0.00086612086,0.00004597922,0.0008583914,0.00002079063,0.00018419413],"category_scores_gemma":[0.00015776278,0.00006902869,0.00018975894,0.0010115321,0.00016660184,0.00024401097,0.00023611914,0.0001866686,0.0000017712665],"study_design_candidate":"observational","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":[0.0054948116,0.0032637848,0.20787366,0.00088589994,0.0024987222,0.00022218468,0.07701195,0.21687347,0.0007092765,0.15456736,0.28656954,0.04402935],"study_design_scores_gemma":[0.004929586,0.0049219094,0.6339376,0.0004997365,0.0017782256,0.000014082943,0.15392748,0.0006051168,0.0003851324,0.012042999,0.1861247,0.00083341583],"about_ca_topic_score_codex":0.00038381448,"about_ca_topic_score_gemma":0.002200173,"teacher_disagreement_score":0.42606395,"about_ca_system_score_codex":0.000087027736,"about_ca_system_score_gemma":0.00004379451,"threshold_uncertainty_score":0.66615885},"labels":[],"label_agreement":null},{"id":"W4312035718","doi":"10.31223/x5fw8f","title":"Systemic Vulnerabilities in Hispanic and Latinx Immigrant Communities Led to the Reliance on an Informal Warning System in the December 10–11, 2021 Tornado Outbreak","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Impact","funders":"NOAA Research; University of Oklahoma; National Oceanic and Atmospheric Administration; U.S. Department of Commerce","keywords":"Tornado; Preparedness; Immigration; Outbreak; Geography; Political science; Socioeconomics; Sociology; Medicine; Meteorology; Law","score_opus":0.02242074171088792,"score_gpt":0.28796818814731584,"score_spread":0.2655474464364279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312035718","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":[0.8878318,0.000309539,0.000017135506,0.0015889602,0.000504179,0.0014323145,0.000009789632,0.00005391782,0.10825234],"genre_scores_gemma":[0.9850609,0.00016692268,0.000024668961,0.0003384195,0.00010305432,0.00053437054,0.00001706856,0.000014077087,0.013740554],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9957018,0.0021528648,0.00057096325,0.0003309151,0.0007717861,0.0004717101],"domain_scores_gemma":[0.9982194,0.0006522002,0.00019956245,0.00081503013,0.000049141472,0.00006468969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046017156,0.00027773596,0.00038707646,0.000218406,0.00094336865,0.0005932094,0.0016737313,0.00012843526,0.0002796538],"category_scores_gemma":[0.000114562325,0.00016778357,0.000073907075,0.0004128711,0.00024732127,0.00028682567,0.0011848193,0.00069939793,0.000016976015],"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":[0.00010043231,0.0000926632,0.048265792,0.00070781924,0.00002709195,0.000018183622,0.8396629,0.03951907,0.0000017213208,0.067911014,0.0012204858,0.0024728212],"study_design_scores_gemma":[0.00020555725,0.00008392285,0.014305725,0.00087393954,0.000014496026,0.0000021229314,0.94589716,0.0029094482,3.3623132e-7,0.00006323838,0.03536517,0.000278908],"about_ca_topic_score_codex":0.07404303,"about_ca_topic_score_gemma":0.42671007,"teacher_disagreement_score":0.35266703,"about_ca_system_score_codex":0.00026133042,"about_ca_system_score_gemma":0.00015631419,"threshold_uncertainty_score":0.932123},"labels":[],"label_agreement":null},{"id":"W4312281847","doi":"10.18278/jcip.3.1.6","title":"Winter Storm Uri: Resource Loss and Psychosocial Outcomes of Critical Infrastructure Failure in Texas","year":2022,"lang":"en","type":"article","venue":"Journal of Critical Infrastructure Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storm; Psychosocial; Critical infrastructure; Resource (disambiguation); Psychology; Geography; Political science; Psychiatry; Meteorology; Computer science","score_opus":0.009093662580185258,"score_gpt":0.34018685594300824,"score_spread":0.331093193362823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312281847","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":[0.8821286,0.00022088198,0.00024125389,0.097374804,0.0009973666,0.00023822414,0.000058905793,0.000022368074,0.01871759],"genre_scores_gemma":[0.99611133,0.000014659415,0.00093278545,0.0017546084,0.00091498595,0.0000027096428,9.827455e-7,0.000018534529,0.00024939276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99674594,0.00048226025,0.00077783957,0.00024311556,0.0011588484,0.00059197156],"domain_scores_gemma":[0.99851495,0.00054934,0.00021899048,0.00018108777,0.0001995488,0.00033609217],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00075247535,0.00022626661,0.00055695843,0.0005586533,0.00037454243,0.00012757425,0.00073661405,0.00016698912,0.00097297126],"category_scores_gemma":[0.0025317045,0.00019013109,0.00019397897,0.0006547246,0.0020685766,0.00048169703,0.0003394986,0.0010291988,0.000001471375],"study_design_candidate":"observational","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":[0.00042900606,0.00052227883,0.3443577,0.00032292577,0.00013018577,0.00029107401,0.054120027,0.00043223775,0.00024380692,0.54550654,0.043204367,0.010439822],"study_design_scores_gemma":[0.0014306385,0.0004607146,0.60488874,0.00008216194,0.000108162065,0.00012047281,0.036217082,0.000018050945,0.000022324673,0.20622772,0.14999889,0.0004250638],"about_ca_topic_score_codex":0.00012855658,"about_ca_topic_score_gemma":0.00020600684,"teacher_disagreement_score":0.33927885,"about_ca_system_score_codex":0.00024406325,"about_ca_system_score_gemma":0.0003539759,"threshold_uncertainty_score":0.9999403},"labels":[],"label_agreement":null},{"id":"W4312534751","doi":"10.1007/978-3-031-08325-9","title":"Disaster Risk Reduction for Resilience","year":2022,"lang":"en","type":"book","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Resilience (materials science); Disaster risk reduction; Reduction (mathematics); Business; Risk analysis (engineering); Environmental planning; Geography; Materials science; Mathematics","score_opus":0.017627494374624027,"score_gpt":0.29513886627916264,"score_spread":0.2775113719045386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312534751","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000053993026,0.00012735634,0.0009368879,0.0004568011,0.0017586163,0.00096155854,0.000031994707,0.00012144048,0.99555135],"genre_scores_gemma":[0.0004177728,0.00038550622,0.0003050234,0.00007915389,0.00084533985,0.00013531292,0.000044900633,0.000022712651,0.9977643],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982598,0.00011528634,0.00021078283,0.00046398296,0.0006070414,0.00034312598],"domain_scores_gemma":[0.9992542,0.00011320116,0.00020916652,0.00029009138,0.000050734183,0.00008257489],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007150739,0.00015997,0.00017773878,0.00011865369,0.0011487319,0.00013513293,0.00061136275,0.00012660773,0.0055996757],"category_scores_gemma":[0.000096295174,0.00014857903,0.00016221168,0.000120080156,0.00040937233,0.00022449823,0.0001634129,0.0002103461,0.00011636163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020445115,0.000023129693,0.00001207752,0.000029498922,0.000020738227,9.426497e-7,0.0047566704,0.00003064995,0.0000012730774,0.17960228,0.79223037,0.023271909],"study_design_scores_gemma":[0.00009235838,0.000053507614,0.000012087496,0.000015359445,0.000054990574,1.890122e-7,0.007541973,0.000010352165,8.0592275e-7,0.031619754,0.9603892,0.00020944166],"about_ca_topic_score_codex":0.00023179727,"about_ca_topic_score_gemma":0.0005824743,"teacher_disagreement_score":0.1681588,"about_ca_system_score_codex":0.0002714397,"about_ca_system_score_gemma":0.00032755165,"threshold_uncertainty_score":0.99530935},"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":"W4312716633","doi":"10.5751/es-13456-270410","title":"Inequalities in the adaptive cycle: reorganizing after disasters in an unequal world","year":2022,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Future Earth; Université Laval; University of Guelph; McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Vetenskapsrådet; Concordia University; Svenska Forskningsrådet Formas; Royal Swedish Academy of Sciences; Marine Environmental Observation Prediction and Response Network; McGill University; Familjen Erling-Perssons Stiftelse; Belmont Forum; Genome Canada","keywords":"Social connectedness; Inequality; Ecological systems theory; Psychological resilience; Social system; Complex adaptive system; Disaster recovery; Natural disaster; Resilience (materials science); Social inequality; Environmental resource management; Ecology; Computer science; Sociology; Geography; Economics; Psychology; Mathematics; Social psychology; Biology; Social science","score_opus":0.02350127820641867,"score_gpt":0.2823007887774972,"score_spread":0.25879951057107853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312716633","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":[0.989098,0.00005938913,0.0000040987816,0.0019421668,0.00015896681,0.00015755737,0.000002561371,0.000011557039,0.008565692],"genre_scores_gemma":[0.9961852,0.000019075129,0.000041551182,0.00209393,0.00004626948,0.000073612224,0.000001942108,0.0000032143223,0.0015352307],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99861693,0.0007284281,0.00011423354,0.0001613921,0.00014253269,0.00023649503],"domain_scores_gemma":[0.99967545,0.00019275266,0.00003116487,0.0000722942,0.0000059953713,0.000022365713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013522272,0.000056415716,0.000086407264,0.000036876954,0.0005023023,0.00003841271,0.0002089124,0.000032067444,0.00019236706],"category_scores_gemma":[0.000016408776,0.00004689801,0.000027335655,0.00036570468,0.00034568776,0.00019385893,0.00013595422,0.000211615,0.0000020387724],"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":[0.000024602805,0.00009424608,0.29822218,0.0000044735407,0.0000061686387,0.000014623805,0.6595553,0.00011759066,0.000002677611,0.04088571,0.00068270555,0.00038968594],"study_design_scores_gemma":[0.00018311078,0.000053423697,0.37671196,0.0000024294752,0.0000035379041,1.5102813e-7,0.6157952,0.00009434726,2.7699895e-7,0.003588326,0.003495104,0.000072127295],"about_ca_topic_score_codex":0.00040604136,"about_ca_topic_score_gemma":0.03002066,"teacher_disagreement_score":0.078489795,"about_ca_system_score_codex":0.000070303795,"about_ca_system_score_gemma":0.00003657521,"threshold_uncertainty_score":0.98767895},"labels":[],"label_agreement":null},{"id":"W4312909988","doi":"10.1007/978-3-031-08325-9_8","title":"Evaluating Risk from Disasters to Improve Resilience: Lessons from Nigeria and South Africa","year":2022,"lang":"en","type":"book-chapter","venue":"","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":"Vulnerability (computing); Poverty; Resilience (materials science); Natural disaster; Risk governance; Chronic poverty; Human settlement; Geography; Business; Natural hazard; Development economics; Environmental planning; Economic growth; Corporate governance; Environmental resource management; Socioeconomics; Economics; Finance; Computer security","score_opus":0.048451714397494246,"score_gpt":0.3339562369003907,"score_spread":0.2855045225028965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312909988","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026976518,0.000417275,0.00019414516,0.00090969814,0.0010747132,0.00090088556,0.00070016907,0.00011221614,0.96871436],"genre_scores_gemma":[0.11323054,0.00025416186,0.0017636478,0.00026425876,0.00055555743,0.00006206123,0.000047088262,0.000055530993,0.8837671],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964724,0.0001933787,0.0003990078,0.001147789,0.0012794641,0.00050792313],"domain_scores_gemma":[0.99832964,0.00040732342,0.00033889487,0.0005505585,0.000052922194,0.00032068012],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079992827,0.00037116327,0.00042651198,0.0001518066,0.0011730113,0.00040788116,0.00083257275,0.00019798448,0.009025027],"category_scores_gemma":[0.00024028763,0.00034178942,0.00013581554,0.000104079074,0.00043652538,0.00018953884,0.00093588105,0.00040653473,0.00025850182],"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":[0.0002568534,0.00007602024,0.0019672974,0.000034365996,0.0005125737,0.0000479024,0.5701641,0.00019680659,0.0005107444,0.18547352,0.013873183,0.22688667],"study_design_scores_gemma":[0.0006919491,0.00032077852,0.0011974561,0.0001874527,0.0004505272,7.303562e-8,0.14087345,0.000192198,0.000009501885,0.08761512,0.7668458,0.001615675],"about_ca_topic_score_codex":0.0056933505,"about_ca_topic_score_gemma":0.0048612067,"teacher_disagreement_score":0.75297266,"about_ca_system_score_codex":0.00014348829,"about_ca_system_score_gemma":0.0001594968,"threshold_uncertainty_score":0.99990344},"labels":[],"label_agreement":null},{"id":"W4312937475","doi":"10.4018/ijdrem.315125","title":"How Do We Construct a Child-Friendly Emergency Management Framework?","year":2022,"lang":"en","type":"article","venue":"International Journal of Disaster Response and Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Washington and Lee University; Georgetown University; Tulane University; U.S. Department of Homeland Security","keywords":"Operationalization; Socialization; Construct (python library); Poverty; Population; Emergency management; Quarter (Canadian coin); Psychology; Political science; Economic growth; Geography; Developmental psychology; Medicine; Environmental health; Computer science; Economics","score_opus":0.012001278303854593,"score_gpt":0.3003205602018098,"score_spread":0.2883192818979552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312937475","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":[0.680109,0.0077762334,0.011804474,0.085712954,0.026218982,0.0014462584,0.000067032845,0.0001047226,0.18676034],"genre_scores_gemma":[0.94902575,0.016257469,0.0010781683,0.00015085087,0.0004814847,0.000051090876,0.0000030141139,0.000024409257,0.032927763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958981,0.0005622339,0.000709574,0.00037651943,0.0020187176,0.00043481507],"domain_scores_gemma":[0.9987874,0.000046336652,0.00051992486,0.00027007505,0.00017656373,0.00019966843],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015496208,0.00024386491,0.00024346543,0.0007193986,0.0007175594,0.0002476279,0.0014607161,0.00004263592,0.0038578992],"category_scores_gemma":[0.00006149416,0.00023136607,0.00025421652,0.00049236254,0.00016646035,0.00063127506,0.0009897038,0.0003041956,0.000016806174],"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":[0.0054914663,0.0011917537,0.011596545,0.00018578448,0.0033912575,0.0019514278,0.046014484,0.00035013043,0.000054907443,0.53658676,0.07808099,0.3151045],"study_design_scores_gemma":[0.0007621395,0.00023098873,0.0054590027,0.00011891838,0.00014203796,0.000035589197,0.10912218,0.000018194929,0.0000029556593,0.016662998,0.8671331,0.0003119217],"about_ca_topic_score_codex":0.000014451124,"about_ca_topic_score_gemma":0.000018107476,"teacher_disagreement_score":0.78905207,"about_ca_system_score_codex":0.00017159437,"about_ca_system_score_gemma":0.00002880689,"threshold_uncertainty_score":0.9970527},"labels":[],"label_agreement":null},{"id":"W4312955730","doi":"10.2139/ssrn.4257772","title":"Using Social Networks Analysis to Inform Political Feasibility: The Case of Flood Mitigation Measures in Quebec","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École Nationale d'Administration Publique; Université du Québec à Montréal","funders":"","keywords":"Politics; Flood myth; Environmental planning; Social network analysis; Political science; Environmental resource management; Geography; Environmental science; Law; Archaeology; Social media","score_opus":0.026993490961510526,"score_gpt":0.3342554047288674,"score_spread":0.30726191376735684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312955730","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":[0.99117196,0.00012015294,0.0034891018,0.002770499,0.00009092746,0.00018682228,0.0000015181239,0.0000070320475,0.0021619855],"genre_scores_gemma":[0.99912584,0.000013819147,0.000015215882,0.00012391826,0.00015440607,0.000004888162,0.0000010767344,0.0000039007714,0.0005569155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9974631,0.00045852934,0.00027180833,0.00011659665,0.0004444544,0.001245533],"domain_scores_gemma":[0.99962014,0.00005268112,0.0001127602,0.000086078406,0.00006393926,0.000064407526],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004018139,0.00006748478,0.00014511649,0.00022298809,0.0013467089,0.00008649658,0.0003112858,0.00003039472,0.000043121327],"category_scores_gemma":[0.00008734603,0.00005471824,0.0001403096,0.0017546946,0.00014844279,0.00018083779,0.00009340711,0.00067173806,4.6996095e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009280149,0.00012797132,0.01593982,0.0000029427151,0.0004044432,0.00003389683,0.024281494,0.02038285,0.000030533465,0.8944925,0.00003135477,0.044179402],"study_design_scores_gemma":[0.0006404765,0.00018408682,0.00921322,0.000005920532,0.0006353523,0.00009077769,0.8769343,0.009052069,0.000008833339,0.10210517,0.000848484,0.00028132985],"about_ca_topic_score_codex":0.053063262,"about_ca_topic_score_gemma":0.6265214,"teacher_disagreement_score":0.8526528,"about_ca_system_score_codex":0.0018598726,"about_ca_system_score_gemma":0.001328315,"threshold_uncertainty_score":0.9999534},"labels":[],"label_agreement":null},{"id":"W4313166814","doi":"10.5751/es-13547-270413","title":"A method for benchmarking two different resilience assessment methods","year":2022,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Commonwealth Scientific and Industrial Research Organisation; Australian Government","keywords":"Resilience (materials science); Computer science; Benchmarking; Variance (accounting); Estimation; Preparedness; Econometrics; Bayesian probability; Environmental resource management; Risk analysis (engineering); Mathematics; Environmental science; Artificial intelligence; Economics; Business","score_opus":0.024588076204364286,"score_gpt":0.4289588681793168,"score_spread":0.4043707919749525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313166814","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30685872,0.00031663774,0.60914105,0.008286701,0.0026921225,0.0018032923,0.00001668618,0.00015536069,0.07072944],"genre_scores_gemma":[0.5311486,0.00012175996,0.45663524,0.0020204466,0.00022249208,0.0005229795,0.0000072947346,0.000009041974,0.009312126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982163,0.0008471555,0.0001349545,0.00029986384,0.00017217074,0.00032957576],"domain_scores_gemma":[0.99892104,0.0008224767,0.00007669522,0.00009527072,0.000021579233,0.000062913976],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031637056,0.00008180706,0.00015725018,0.00002220064,0.0025704694,0.000044942855,0.00024135673,0.00004421023,0.00039130467],"category_scores_gemma":[0.000035090878,0.00007590774,0.00011627695,0.00014174514,0.00024722095,0.0000802299,0.00029117422,0.00016647765,4.3557034e-7],"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":[0.000034416455,0.00036100604,0.06809907,0.00006332412,0.00019486902,0.0000038190196,0.08152655,0.0005922672,0.0009611585,0.60622257,0.029012678,0.21292827],"study_design_scores_gemma":[0.0015555989,0.00051221345,0.22007573,0.000006790504,0.0001369207,0.0000023842192,0.124409705,0.027763229,0.000039344715,0.056878317,0.5681277,0.0004920696],"about_ca_topic_score_codex":0.000081985956,"about_ca_topic_score_gemma":0.0002075168,"teacher_disagreement_score":0.54934424,"about_ca_system_score_codex":0.00011859887,"about_ca_system_score_gemma":0.000081179845,"threshold_uncertainty_score":0.99872804},"labels":[],"label_agreement":null},{"id":"W4313327345","doi":"10.3390/su15010387","title":"Risk Narrative of Emergency and Disaster Management, Preparedness, and Planning (EDMPP): The Importance of the ‘Social’","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Coaching; Knowledge management; Public relations; Risk management; Disaster risk reduction; Inclusion (mineral); Emergency management; Sociology; Psychology; Political science; Computer science; Business; Social psychology","score_opus":0.011490256879122328,"score_gpt":0.3204863343610322,"score_spread":0.3089960774819099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313327345","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":[0.9880248,0.00024764653,0.000012074493,0.0012431672,0.00016917921,0.0006791097,0.000009342014,0.000009131071,0.009605588],"genre_scores_gemma":[0.99753094,0.00003462411,0.0000061305477,0.000021081425,0.000020929509,0.00005083182,4.7462916e-7,0.0000034437273,0.0023315242],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9985359,0.0005350199,0.00021227851,0.00020706057,0.00032954494,0.00018022937],"domain_scores_gemma":[0.99933505,0.000061099694,0.00024731853,0.00022254663,0.00011286339,0.000021124504],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012182476,0.00007167134,0.000112642636,0.000021702399,0.0014865053,0.000015645659,0.00033883456,0.00001666872,0.00008847971],"category_scores_gemma":[0.0002524402,0.000045650122,0.000048451402,0.00038352,0.0008482584,0.000119515855,0.00065615063,0.00009765327,3.356723e-8],"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":[0.000025600544,0.000039383474,0.57336414,0.00009714785,0.000022963606,6.798856e-7,0.40230578,0.000025992635,7.7870163e-7,0.022139717,0.0006975156,0.0012803046],"study_design_scores_gemma":[0.00007815353,0.000015388618,0.32069722,0.0000026639475,0.000024940982,4.4445926e-8,0.64510894,0.000012910745,7.773012e-7,0.030636732,0.0033778092,0.000044407865],"about_ca_topic_score_codex":0.00045582437,"about_ca_topic_score_gemma":0.00044644705,"teacher_disagreement_score":0.2526669,"about_ca_system_score_codex":0.000101895035,"about_ca_system_score_gemma":0.00006810746,"threshold_uncertainty_score":0.99981344},"labels":[],"label_agreement":null},{"id":"W4313334680","doi":"10.1016/j.cities.2022.104163","title":"Relationships are everything: The underpinnings of grassroots community action in the COVID-19 pandemic in Toronto","year":2022,"lang":"en","type":"article","venue":"Cities","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Mitacs; University of Toronto","keywords":"Grassroots; Public relations; Government (linguistics); Political science; Preparedness; Collective action; Focus group; Community organization; Public administration; Sociology; Politics; Law","score_opus":0.22350950456684357,"score_gpt":0.3879858047032994,"score_spread":0.16447630013645584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313334680","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":[0.966434,0.00025149877,0.000022441523,0.0039683003,0.00011509133,0.00017841122,0.0000018897392,0.00001769065,0.029010667],"genre_scores_gemma":[0.99810326,0.000064357286,0.0000018560135,0.0006804196,0.000014496021,0.000037135356,0.0000022203205,0.0000019160889,0.001094357],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99734086,0.0021011296,0.00011723576,0.00005461333,0.0002778144,0.00010834276],"domain_scores_gemma":[0.99899465,0.0007514296,0.00008678316,0.00014376488,0.000009194133,0.000014154804],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032299298,0.000037784957,0.000057389494,0.00003667886,0.0013818962,0.000034339864,0.00046359198,0.000015854699,0.0000901476],"category_scores_gemma":[0.00037613272,0.000026461275,0.000021593289,0.00025105852,0.00028244575,0.00020789697,0.00010505136,0.00033331756,6.7676734e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009032565,0.00003420144,0.55859435,0.000015522703,0.000002744105,9.3262486e-7,0.40245792,0.00040766873,0.0000028327074,0.036704876,0.0015711745,0.00019874815],"study_design_scores_gemma":[0.00006725274,0.000008393944,0.22323893,0.0000054187226,0.0000024346111,4.1532047e-7,0.75200874,0.0000142178915,1.6894373e-7,0.014378787,0.010247224,0.000028047594],"about_ca_topic_score_codex":0.08541667,"about_ca_topic_score_gemma":0.45287073,"teacher_disagreement_score":0.36745405,"about_ca_system_score_codex":0.0004298753,"about_ca_system_score_gemma":0.00006929922,"threshold_uncertainty_score":0.99991816},"labels":[],"label_agreement":null},{"id":"W4313505570","doi":"10.1177/028072702103900104","title":"Bottom-Up Adaptive Social Protection: A Case Study of Self-Constructed Grassroots Attitude in the Post-Wenchuan Earthquake Recovery","year":2021,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","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":"Dalhousie University","funders":"","keywords":"Grassroots; Psychological intervention; Livelihood; Adaptive capacity; Government (linguistics); Business; Community resilience; Public relations; Psychological resilience; Community cohesion; Environmental planning; Political science; Psychology; Climate change; Social psychology; Computer science; Geography; Resource (disambiguation)","score_opus":0.031970107482995815,"score_gpt":0.3064464815830973,"score_spread":0.27447637410010145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313505570","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":[0.9921134,0.00006803493,0.00020738831,0.0018774343,0.0025180234,0.0003084666,0.000007848965,0.000010286781,0.002889124],"genre_scores_gemma":[0.9989706,0.000048129208,0.00015442492,0.00009483836,0.00036324695,0.000012062943,0.0000013698669,0.0000072725106,0.00034802753],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99689776,0.00067695795,0.00066202594,0.0001854641,0.0013501454,0.0002276604],"domain_scores_gemma":[0.9982721,0.00009179062,0.00054525235,0.00011179505,0.00092233205,0.000056711782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009072742,0.00013632803,0.00022187033,0.000237911,0.00024062496,0.00012659942,0.00066453405,0.000057823996,0.0002127085],"category_scores_gemma":[0.00017446598,0.00010815107,0.0001884153,0.00051629986,0.00019760976,0.00056772283,0.000090581154,0.0002747194,0.0000037969644],"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":[0.0011152052,0.0042693256,0.06090619,0.00006259113,0.002695343,0.012347353,0.8503672,0.00072583783,0.0024707012,0.009226285,0.001958814,0.05385516],"study_design_scores_gemma":[0.0011872171,0.00045347505,0.034416188,0.000062055406,0.000098982266,0.0003668163,0.96141416,0.00004896697,0.000046944446,0.0005438895,0.0011834536,0.00017785653],"about_ca_topic_score_codex":0.0015700131,"about_ca_topic_score_gemma":0.011294213,"teacher_disagreement_score":0.11104696,"about_ca_system_score_codex":0.00013400805,"about_ca_system_score_gemma":0.00029032992,"threshold_uncertainty_score":0.6302436},"labels":[],"label_agreement":null},{"id":"W4313505588","doi":"10.1177/028072701903700101","title":"On the Margins, No More: Teaching and Learning as a Core Concern of Disaster Scholarship <i>Introduction to the IJMED Special Issues on Teaching and Learning II</i>","year":2019,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","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":"Mount Royal University","funders":"","keywords":"Scholarship; Disaster research; Curriculum; Engineering ethics; Special section; Core curriculum; Engineering; Political science; Mathematics education; Sociology; Psychology; Pedagogy; Management; Engineering physics","score_opus":0.018275595840821342,"score_gpt":0.31050607819272,"score_spread":0.2922304823518987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313505588","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":[0.9401179,0.00007895198,0.00006073739,0.035629444,0.002504278,0.00020745835,0.0000017829428,0.000009497892,0.021389974],"genre_scores_gemma":[0.97485495,0.00010643777,0.00011382289,0.0009212577,0.002916105,0.0000028968122,0.0000016390743,0.00001364033,0.02106924],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971169,0.0008524589,0.00038037886,0.00022615232,0.0011951501,0.00022893448],"domain_scores_gemma":[0.99871874,0.00047754645,0.00041735524,0.0001178327,0.00018077836,0.00008777471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033655385,0.00015899283,0.0001927059,0.00014559187,0.0009463525,0.00024044196,0.0006246017,0.000043296703,0.00036190622],"category_scores_gemma":[0.0025841244,0.000099028715,0.000095815216,0.00008608764,0.00025478902,0.00048393838,0.00019049032,0.0011495375,0.000043915552],"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":[0.0023871486,0.00032643534,0.037657045,0.00006321408,0.0008609297,0.000026774564,0.5641752,0.014097859,0.014577565,0.2428231,0.046162385,0.07684235],"study_design_scores_gemma":[0.0007278977,0.0010950465,0.0076660826,0.00048248968,0.00007043438,0.000009603864,0.3111464,0.00041109155,0.00009452451,0.0016178036,0.6763553,0.0003233088],"about_ca_topic_score_codex":0.00016603376,"about_ca_topic_score_gemma":0.00005111469,"teacher_disagreement_score":0.63019294,"about_ca_system_score_codex":0.00008357938,"about_ca_system_score_gemma":0.00003241124,"threshold_uncertainty_score":0.72786736},"labels":[],"label_agreement":null},{"id":"W4313505641","doi":"10.1177/028072701803600202","title":"Paradise Found? the Emergence of Social Capital, Place Attachment, and Civic Engagement after Disaster","year":2018,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Place attachment; Social capital; Flood myth; Civic engagement; Scholarship; Social engagement; Sociology; Political science; Geography; Public relations; Social psychology; Social science; Psychology; Politics","score_opus":0.02055763902479026,"score_gpt":0.3278931463514662,"score_spread":0.30733550732667597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313505641","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":[0.9746204,0.00033339876,0.0010060058,0.004914425,0.0036676747,0.00018627556,0.000013587406,0.000009629486,0.015248624],"genre_scores_gemma":[0.9954899,0.00040037333,0.00012558782,0.00026466337,0.0009883015,0.000009932435,0.0000013340324,0.000011285602,0.0027086216],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974029,0.0002582861,0.0006071983,0.00018916784,0.0012373851,0.0003050719],"domain_scores_gemma":[0.99871856,0.00009985043,0.0005252572,0.00013297255,0.00041653877,0.00010684709],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009685137,0.00016674712,0.00019714149,0.00014712673,0.00033018703,0.00012960668,0.00095702516,0.000046571633,0.0018283445],"category_scores_gemma":[0.000105587205,0.00011967037,0.00017540797,0.00018398529,0.0012374762,0.0006021817,0.00021262089,0.00014391352,0.000023533175],"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":[0.0013959548,0.00060390023,0.08375486,0.000093594535,0.0017047464,0.00007384908,0.76081073,0.00012267938,0.0024384442,0.07774397,0.058959205,0.012298079],"study_design_scores_gemma":[0.0016768983,0.0005969313,0.1063359,0.00022977703,0.00038690676,0.000014403593,0.5193005,0.00023388345,0.00027081958,0.0051647592,0.365062,0.0007272081],"about_ca_topic_score_codex":0.00009456628,"about_ca_topic_score_gemma":0.00063676736,"teacher_disagreement_score":0.30610278,"about_ca_system_score_codex":0.00006573196,"about_ca_system_score_gemma":0.00008115727,"threshold_uncertainty_score":0.9990841},"labels":[],"label_agreement":null},{"id":"W4313505682","doi":"10.1177/028072701603400302","title":"School Construction as Catalysts for Community Change: Evidence from Safer School Construction Projects in Nepal","year":2016,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"SAFER; Intervention (counseling); Psychological intervention; Community engagement; Masonry; Built environment; Social capital; Public relations; Engineering; Business; Political science; Civil engineering; Psychology; Computer security; Computer science","score_opus":0.06913006425109398,"score_gpt":0.3505011946381279,"score_spread":0.28137113038703393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313505682","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":[0.98209035,0.00019636346,0.0024925035,0.0067633223,0.00545562,0.00043008284,0.000029664532,0.000020527836,0.002521535],"genre_scores_gemma":[0.9954126,0.0007495431,0.0018118233,0.00018058566,0.000997372,0.00003456762,0.000005513475,0.000011240626,0.0007967727],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.997615,0.00037223284,0.0006118571,0.00018580497,0.0009291973,0.00028591423],"domain_scores_gemma":[0.99820244,0.0003152347,0.0005439561,0.00016216298,0.0005877036,0.00018851241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010299571,0.00015545051,0.00021469334,0.00034514559,0.00022917344,0.00013791803,0.00092851423,0.00008618512,0.0004507096],"category_scores_gemma":[0.0019490919,0.000119437784,0.00015755896,0.00022348872,0.0004931414,0.0021562362,0.00010751411,0.00021799751,0.000046988327],"study_design_candidate":"observational","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":[0.0030597395,0.0004450257,0.68508303,0.00008089388,0.0009388256,0.000073053234,0.047403324,0.00006192643,0.041464143,0.017439848,0.0104195895,0.19353059],"study_design_scores_gemma":[0.009860861,0.0011971664,0.34197775,0.0072183968,0.00044764805,0.00010580139,0.5233356,0.00017633145,0.009700995,0.04696463,0.057089947,0.0019249257],"about_ca_topic_score_codex":0.0039161122,"about_ca_topic_score_gemma":0.0030148039,"teacher_disagreement_score":0.47593224,"about_ca_system_score_codex":0.0004972509,"about_ca_system_score_gemma":0.00031429058,"threshold_uncertainty_score":0.5920017},"labels":[],"label_agreement":null},{"id":"W4313505689","doi":"10.1177/028072701703500104","title":"Perceptions of Psychosocial Training on Behavioural Responses in Emergency Operations Centres","year":2017,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Health Canada","keywords":"Psychosocial; Perception; Emergency response; Psychosocial support; Training (meteorology); Psychology; Applied psychology; Medical education; Medical emergency; Medicine; Psychiatry","score_opus":0.0641292228056142,"score_gpt":0.38320010470251703,"score_spread":0.3190708818969028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313505689","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":[0.96472484,0.000035310422,0.00021492912,0.009503347,0.0045776134,0.00009948332,0.000022124945,0.00000610715,0.020816231],"genre_scores_gemma":[0.9950653,0.0006500928,0.00022136183,0.000044629218,0.00040061283,0.0000039667652,0.000002332593,0.000007738416,0.0036039723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979484,0.00016129884,0.00062610436,0.0001329133,0.00090668874,0.00022457057],"domain_scores_gemma":[0.99893403,0.000045069162,0.0004457607,0.00015679984,0.00032849098,0.00008987506],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005998812,0.0001093678,0.00018091765,0.00030864534,0.00040888865,0.00012872326,0.0012161498,0.000066364635,0.0010613559],"category_scores_gemma":[0.0005591168,0.000100666046,0.00019564318,0.00008937648,0.00034900598,0.0007405589,0.000062006795,0.00018420088,0.000010451557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009098082,0.0009885859,0.6531901,0.00001644697,0.00038622305,0.00009990056,0.21160907,0.0025251987,0.010671931,0.08870733,0.006749323,0.02414608],"study_design_scores_gemma":[0.0010571099,0.00019115017,0.8017257,0.00024153499,0.000057294812,0.0000030622107,0.18455873,0.00011215986,0.00011524816,0.0017686252,0.009878891,0.00029051994],"about_ca_topic_score_codex":0.0006521882,"about_ca_topic_score_gemma":0.0047600614,"teacher_disagreement_score":0.14853558,"about_ca_system_score_codex":0.000107656546,"about_ca_system_score_gemma":0.0001322339,"threshold_uncertainty_score":0.9998518},"labels":[],"label_agreement":null},{"id":"W4313505713","doi":"10.1177/028072701603400108","title":"Book Review: <i>Children of Katrina</i>","year":2016,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Hurricane katrina; History; Geography; Natural disaster; Meteorology","score_opus":0.008109312070839186,"score_gpt":0.29052856833467605,"score_spread":0.28241925626383685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313505713","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23006167,0.34181798,0.01605021,0.1818496,0.023960566,0.0014174539,0.00013157968,0.00010856159,0.2046024],"genre_scores_gemma":[0.66604155,0.26149526,0.0004851849,0.00892619,0.001709678,0.0000076877795,0.000003536561,0.000030576033,0.061300356],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784195,0.000115019044,0.00058998395,0.00011265274,0.0011497728,0.00019062981],"domain_scores_gemma":[0.99863756,0.00007994261,0.00060043926,0.000115924704,0.0004664934,0.000099645906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060030207,0.00009913526,0.00019946888,0.00014352969,0.000054409495,0.000022591743,0.0010588173,0.000030529245,0.002342004],"category_scores_gemma":[0.00025849708,0.00006477159,0.00023073125,0.0001333141,0.000299677,0.0006490602,0.000080843754,0.000057809444,0.00003553245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010211359,0.00013272189,0.0154455425,0.000049999308,0.00042441502,0.00002187143,0.0020064067,0.000013571187,0.0030140658,0.008242138,0.94767237,0.022874786],"study_design_scores_gemma":[0.0004599482,0.00008086907,0.003052592,0.0010373994,0.00007049913,0.000006546583,0.0012624478,7.187486e-7,0.000508836,0.0004614615,0.9929148,0.00014388807],"about_ca_topic_score_codex":0.000038059596,"about_ca_topic_score_gemma":0.000017773444,"teacher_disagreement_score":0.43597987,"about_ca_system_score_codex":0.00007823804,"about_ca_system_score_gemma":0.00009410589,"threshold_uncertainty_score":0.99856997},"labels":[],"label_agreement":null},{"id":"W4313566897","doi":"10.1177/028072702003800302","title":"Sense-making in a Simulated Emergency Operations Centre","year":2020,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","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":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mood; Psychology; Action (physics); Social psychology; Cognitive psychology","score_opus":0.02999354682913818,"score_gpt":0.3324206684670544,"score_spread":0.30242712163791624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313566897","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":[0.9391894,0.00022062156,0.0028126366,0.028660946,0.004106807,0.0001879893,0.0000089148325,0.000029884515,0.024782853],"genre_scores_gemma":[0.99737334,0.00029742322,0.00025984106,0.00047619166,0.0005360052,6.7798396e-7,0.000002571461,0.000009743011,0.0010442061],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997923,0.00015163304,0.0006304578,0.00015648718,0.0008872702,0.00025111958],"domain_scores_gemma":[0.99919647,0.00003637361,0.0002087423,0.00006524154,0.00035443227,0.00013873093],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031483304,0.000117957476,0.00016259181,0.0001821043,0.00011170604,0.00009122013,0.0005129445,0.00004476766,0.0015721468],"category_scores_gemma":[0.00040596857,0.0001098959,0.00014691593,0.00038559915,0.000092967064,0.0006388854,0.000078664874,0.0001556944,0.000043244796],"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":[0.0007091466,0.00068188866,0.09330638,0.00006552808,0.0009886062,0.0015310916,0.44536674,0.33559942,0.016297055,0.06724135,0.028612696,0.009600087],"study_design_scores_gemma":[0.0037795703,0.00032216753,0.01461159,0.0006187271,0.00020856468,0.000022024757,0.48595035,0.04001638,0.0004783282,0.002953793,0.44953004,0.0015084774],"about_ca_topic_score_codex":0.00011980883,"about_ca_topic_score_gemma":0.00085675175,"teacher_disagreement_score":0.42091733,"about_ca_system_score_codex":0.00010723556,"about_ca_system_score_gemma":0.00009664482,"threshold_uncertainty_score":0.99934053},"labels":[],"label_agreement":null},{"id":"W4313567101","doi":"10.1177/028072701903700207","title":"Book Review: Review of <i>Handbook of Disaster Research</i>","year":2019,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Engineering ethics; Engineering","score_opus":0.025709572394577367,"score_gpt":0.3807461172582705,"score_spread":0.3550365448636931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313567101","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074009555,0.86661774,0.00032828582,0.014739756,0.004032305,0.00077004475,0.000021091068,0.000009965404,0.10607985],"genre_scores_gemma":[0.019256132,0.9452062,0.00022378477,0.006154969,0.00034841525,0.0000074747186,0.000005244243,0.0000180117,0.028779771],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954186,0.00040627754,0.0010958344,0.0001650689,0.0026336694,0.00028053272],"domain_scores_gemma":[0.9969583,0.00019205146,0.0009221102,0.00023797103,0.0015736854,0.000115849245],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026336426,0.00012836,0.00044253626,0.00023764088,0.00005277899,0.00002346405,0.0014813521,0.000041554184,0.00619816],"category_scores_gemma":[0.000510118,0.00010206551,0.00034816773,0.00034318696,0.00047886802,0.0006452253,0.0001741094,0.00019420587,0.00007333591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113806746,0.00018746646,0.0019692779,0.0050303694,0.0003355469,0.000015154976,0.004344305,0.000016996355,0.0026618615,0.0040269527,0.97641,0.0048883073],"study_design_scores_gemma":[0.0002790574,0.00013933949,0.00013054193,0.034713633,0.000063448904,0.000002977142,0.0039083124,0.0000036730953,0.00039954632,0.00024787994,0.95999026,0.000121309604],"about_ca_topic_score_codex":0.000046350466,"about_ca_topic_score_gemma":0.000014540266,"teacher_disagreement_score":0.07858844,"about_ca_system_score_codex":0.00009462822,"about_ca_system_score_gemma":0.00020010385,"threshold_uncertainty_score":0.9947103},"labels":[],"label_agreement":null},{"id":"W4313567489","doi":"10.1177/028072700602400204","title":"Risk Reduction and Emergency Preparedness Activities of Canadian Universities","year":2006,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dillon Consulting; University of Manitoba","funders":"","keywords":"Emergency management; Preparedness; Public relations; Political science; Business; Legislation; Workforce; Public administration; Law","score_opus":0.009234076767789553,"score_gpt":0.2590955207753771,"score_spread":0.24986144400758756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313567489","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":[0.94444925,0.00024356792,0.00019848235,0.0006751455,0.0030192344,0.000056896246,0.000022488228,0.0000065003046,0.051328454],"genre_scores_gemma":[0.9919856,0.0014389794,0.00014622147,0.0000051391885,0.00035723785,7.39967e-7,0.000002503072,0.0000052246182,0.0060583125],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987161,0.00009868071,0.00033527773,0.00009818559,0.0005773751,0.00017438624],"domain_scores_gemma":[0.9991109,0.00002354484,0.000421954,0.000059711685,0.00029052034,0.00009338469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032768887,0.000085415326,0.0001222973,0.00065263914,0.00017061493,0.000040519495,0.00037808318,0.00003840092,0.0003419996],"category_scores_gemma":[0.00003111272,0.00008239872,0.00009226106,0.00024543673,0.00030195218,0.00070803234,0.00003453021,0.00007229398,0.0000014413592],"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":[0.000808235,0.0005041139,0.19851305,0.0001269642,0.001897041,0.00014429199,0.34150562,0.008519678,0.0143791465,0.32946733,0.083759286,0.020375255],"study_design_scores_gemma":[0.00056921266,0.00013394727,0.03004056,0.0001079212,0.00016740545,0.000013773352,0.85272443,0.00008587023,0.0007712449,0.0068312953,0.10820733,0.00034700416],"about_ca_topic_score_codex":0.09924184,"about_ca_topic_score_gemma":0.07806298,"teacher_disagreement_score":0.5112188,"about_ca_system_score_codex":0.00020023446,"about_ca_system_score_gemma":0.00023594488,"threshold_uncertainty_score":0.93876},"labels":[],"label_agreement":null},{"id":"W4317398956","doi":"10.1177/00380385221137181","title":"Trading Blame: Drawing Boundaries around the Righteous, Deserving and Vulnerable in Times of Crisis","year":2023,"lang":"en","type":"article","venue":"Sociology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Toronto","funders":"Ontario Ministry of Research and Innovation; Social Sciences and Humanities Research Council of Canada","keywords":"Blame; Resentment; Sociology; Government (linguistics); Inequality; Meaning (existential); Political economy; Criminology; Social psychology; Political science; Politics; Psychology; Law","score_opus":0.023304876837361002,"score_gpt":0.3090327468512608,"score_spread":0.2857278700138998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317398956","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":[0.9634536,0.00033293656,0.000013757254,0.00602241,0.00020176101,0.000092881244,6.023701e-7,0.000034780165,0.029847255],"genre_scores_gemma":[0.997434,0.00011970574,0.00003420195,0.00012454829,0.00006565545,0.000006981173,8.785919e-7,0.0000035736311,0.0022104604],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991187,0.00029134032,0.00011811398,0.00012631755,0.00009883045,0.00024673276],"domain_scores_gemma":[0.99948066,0.00036755766,0.000043545562,0.00007686772,0.000012875864,0.00001850294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011549436,0.000050091025,0.00011648691,0.00006466068,0.00091931934,0.00009460168,0.00019791887,0.000060632887,0.00009381043],"category_scores_gemma":[0.00013876508,0.000036029738,0.0000245185,0.00023371786,0.0014952528,0.00012781356,0.00008030958,0.00011124847,0.000009167197],"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":[0.000008880855,0.000017385035,0.10004341,0.00004258821,0.000036768888,0.0000103623115,0.4537332,0.000054307206,0.00023887245,0.43282935,0.011204219,0.0017806627],"study_design_scores_gemma":[0.00023413073,0.000037514124,0.021399014,0.00003208834,0.000021110163,5.465623e-7,0.48125124,0.0011359489,0.0000450646,0.45343262,0.04225544,0.00015527874],"about_ca_topic_score_codex":0.0017552698,"about_ca_topic_score_gemma":0.0015697412,"teacher_disagreement_score":0.078644395,"about_ca_system_score_codex":0.000020893003,"about_ca_system_score_gemma":0.00005227621,"threshold_uncertainty_score":0.70707536},"labels":[],"label_agreement":null},{"id":"W4317434095","doi":"10.1016/b978-0-12-809574-4.00006-9","title":"Community recovery from an urban disaster","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"SAFER; Public relations; Community resilience; Business; Community organization; Government (linguistics); Disaster risk reduction; Emergency management; Resilience (materials science); Political science; Environmental planning; Geography; Engineering; Computer security","score_opus":0.03988206793917597,"score_gpt":0.29353325871359487,"score_spread":0.2536511907744189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317434095","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009598933,0.00010500496,0.000001990353,0.00019101768,0.0013970608,0.0004673751,0.00008430312,0.00028427923,0.9965091],"genre_scores_gemma":[0.0018086443,0.00012733586,0.000039097635,0.000565993,0.0009781218,0.000020126769,0.00011488961,0.00008453071,0.99626124],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978504,0.00032926296,0.00034698934,0.00040991214,0.0006453162,0.0004181048],"domain_scores_gemma":[0.998402,0.00018550665,0.00021148408,0.00091723184,0.000059846192,0.00022394424],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007537875,0.0003387083,0.00040476155,0.00013955626,0.00089440343,0.00030310763,0.0011853444,0.0003550139,0.0008128285],"category_scores_gemma":[0.000040877705,0.0003254991,0.00022136906,0.000027751037,0.00066283153,0.00022328802,0.0004168221,0.0007208164,0.0016365842],"study_design_candidate":"design_other","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":[0.000014788471,0.000018508554,0.00005320529,0.000023355295,0.00009678704,0.000019508489,0.021280961,2.6986902e-7,0.0000019178387,0.024102204,0.004003748,0.95038474],"study_design_scores_gemma":[0.00009895387,0.000050934676,0.00016731254,0.00023589528,0.00008776973,8.316833e-8,0.0024356921,0.0000010586082,5.419564e-7,0.08354664,0.9129863,0.00038887115],"about_ca_topic_score_codex":0.0001843973,"about_ca_topic_score_gemma":0.010556011,"teacher_disagreement_score":0.9499959,"about_ca_system_score_codex":0.000100196085,"about_ca_system_score_gemma":0.00010960634,"threshold_uncertainty_score":0.9999197},"labels":[],"label_agreement":null},{"id":"W4317521092","doi":"10.4000/vertigo.37358","title":"Gouvernance territoriale et perception du risque à la suite de l’inondation de la rivière Richelieu en 2011","year":2022,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.005987776925809462,"score_gpt":0.2668825943045872,"score_spread":0.26089481737877773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317521092","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":[0.8877389,0.00065505976,0.0025343047,0.007072218,0.0038881141,0.00027723704,0.0000384333,0.000089506946,0.097706266],"genre_scores_gemma":[0.949961,0.0022658189,0.00051523687,0.00046320388,0.0011632283,0.000062433755,0.000014335509,0.000018068891,0.045536675],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962333,0.0024327058,0.00017996132,0.00029991646,0.00045477046,0.00039936052],"domain_scores_gemma":[0.99927056,0.00033148486,0.00011472388,0.0001606724,0.00002159877,0.000100949044],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015584552,0.00013868538,0.00012492672,0.00006167597,0.00062910194,0.00016548268,0.00045495774,0.0001321822,0.0029267825],"category_scores_gemma":[0.0001547893,0.00015824976,0.00009132982,0.00027057997,0.00027943513,0.00052134745,0.00025060895,0.00031902269,0.00019726114],"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":[0.00009044496,0.0008792741,0.41169417,0.00013865168,0.000058610818,0.00009102885,0.16209964,0.0033863175,0.007673142,0.14121732,0.23838867,0.03428272],"study_design_scores_gemma":[0.00032004938,0.00005815986,0.11609144,0.000028164499,0.000041736697,0.0000058407854,0.005537661,0.0013339042,0.000064536805,0.0028821214,0.87343705,0.00019936523],"about_ca_topic_score_codex":0.0055083293,"about_ca_topic_score_gemma":0.0007532905,"teacher_disagreement_score":0.63504833,"about_ca_system_score_codex":0.0008907027,"about_ca_system_score_gemma":0.00025371864,"threshold_uncertainty_score":0.99798465},"labels":[],"label_agreement":null},{"id":"W4317542940","doi":"10.5772/intechopen.108302","title":"Climate Change-Related Natural Hazards and Risk Communication: Incorporating Traditional Indigenous Knowledge","year":2023,"lang":"en","type":"book-chapter","venue":"IntechOpen eBooks","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":"Royal Roads University","funders":"","keywords":"Traditional knowledge; Indigenous; Climate change; Hazard; Sociology of scientific knowledge; Risk management; Environmental resource management; Natural hazard; Geography; Natural disaster; Knowledge management; Environmental planning; Ecology; Business; Computer science; Sociology; Social science; Environmental science; Biology","score_opus":0.05774411607128241,"score_gpt":0.2978241172988321,"score_spread":0.24008000122754972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317542940","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014028568,0.00093477924,0.0000027952517,0.00016883457,0.00066718523,0.0009699189,0.000076685945,0.0002816639,0.99549526],"genre_scores_gemma":[0.17368771,0.0027272718,0.0001318264,0.00008376244,0.00034967324,0.00011109539,0.00010526068,0.00007027183,0.8227331],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99829525,0.00012319893,0.00040846225,0.00040139188,0.00043713272,0.00033456384],"domain_scores_gemma":[0.9986634,0.000261376,0.00044970633,0.00037021269,0.00014452012,0.00011076357],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011187198,0.00027743887,0.00030955416,0.00024354258,0.0013482355,0.00031101162,0.00082957797,0.00037631326,0.00012019362],"category_scores_gemma":[0.00005769881,0.00027146522,0.00011350673,0.000058313446,0.0010868764,0.00020943969,0.00058867235,0.0008953047,0.00041160238],"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":[0.000010074186,0.000011206577,0.000054492157,0.000041202275,0.000090760404,0.00001682368,0.025623104,1.4859718e-7,0.000001625955,0.7107777,0.00058036286,0.2627925],"study_design_scores_gemma":[0.000808463,0.00016568288,0.000879867,0.0032338684,0.0003713641,0.000011801157,0.008436039,0.00014858138,0.000009420622,0.71729964,0.26709196,0.0015432823],"about_ca_topic_score_codex":0.0005978643,"about_ca_topic_score_gemma":0.009086375,"teacher_disagreement_score":0.26651162,"about_ca_system_score_codex":0.00011692724,"about_ca_system_score_gemma":0.00016055803,"threshold_uncertainty_score":0.9999738},"labels":[],"label_agreement":null},{"id":"W4317605998","doi":"10.31235/osf.io/jzbc3","title":"Trading Blame: Drawing Boundaries around the Righteous, Deserving and Vulnerable in Times of Crisis","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Alberta","funders":"Ontario Ministry of Research and Innovation","keywords":"Blame; Resentment; Government (linguistics); Inequality; Perception; Sociology; Political economy; Criminology; Political science; Social psychology; Psychology; Politics; Law","score_opus":0.03468815663028442,"score_gpt":0.30929109404499244,"score_spread":0.27460293741470804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317605998","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":[0.64714384,0.0009600176,0.00051723013,0.011429706,0.0012060857,0.0007449365,0.0000044585736,0.00017588917,0.33781782],"genre_scores_gemma":[0.9781893,0.00030375904,0.00033406264,0.00006917538,0.000104441715,0.000018685707,0.0000017584474,0.000011380058,0.020967422],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99848884,0.0002461978,0.00027119313,0.00031836034,0.00037330404,0.00030212293],"domain_scores_gemma":[0.9992575,0.00031410911,0.00011862967,0.00023970894,0.00003152868,0.000038518876],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017510449,0.00013685267,0.0002422008,0.0001463018,0.0009980187,0.0010883012,0.0005849566,0.00011428975,0.00021422277],"category_scores_gemma":[0.00015529896,0.00009509932,0.00005930326,0.00029964707,0.0007416092,0.00021788663,0.0006745134,0.0003271747,0.0000061699357],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028489438,0.000111292815,0.061730515,0.0010422337,0.00024879785,0.000040850195,0.443482,0.0016408333,0.000062525854,0.4429657,0.042203832,0.0064429296],"study_design_scores_gemma":[0.00026365792,0.000025354797,0.0081921825,0.0007568819,0.000109794426,5.290645e-7,0.4028955,0.00692846,0.00012966892,0.54351115,0.0365776,0.000609221],"about_ca_topic_score_codex":0.025554014,"about_ca_topic_score_gemma":0.02534451,"teacher_disagreement_score":0.33104545,"about_ca_system_score_codex":0.000051075003,"about_ca_system_score_gemma":0.00016042264,"threshold_uncertainty_score":0.9999487},"labels":[],"label_agreement":null},{"id":"W4318214163","doi":"10.4000/ries.13457","title":"Enseignement et syndicats d’enseignants en Ontario pendant la pandémie de Covid-19","year":2022,"lang":"fr","type":"article","venue":"Revue internationale d éducation de Sèvres","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":true,"ca_institutions":"Centrale des Syndicats du Québec; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Humanities; 2019-20 coronavirus outbreak; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Art; Medicine; Virology","score_opus":0.06768450706400354,"score_gpt":0.34699435773420717,"score_spread":0.27930985067020364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318214163","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":[0.7032821,0.0018652969,0.002434152,0.087742195,0.0036947979,0.0006486116,0.00010962807,0.00008637591,0.20013684],"genre_scores_gemma":[0.65095425,0.0005593567,0.0004694626,0.0027720614,0.00023518481,0.00018567112,0.000066258035,0.000015325546,0.34474242],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967376,0.0013180334,0.00038107994,0.0004335922,0.00069887814,0.0004307898],"domain_scores_gemma":[0.9984447,0.00066309416,0.00030472557,0.00023415993,0.00007435458,0.00027897977],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022154495,0.0001823065,0.00016929112,0.00022819891,0.00075630116,0.00019611292,0.00081451016,0.00007799135,0.0134636015],"category_scores_gemma":[0.00050663255,0.00022171566,0.00013585521,0.0003088003,0.00025748546,0.00029398233,0.00031208218,0.000358334,0.00016749323],"study_design_candidate":"not_applicable","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":[0.000048980004,0.0010463633,0.022082483,0.00016636601,0.00018259273,0.00013072962,0.49808526,0.0053973966,0.00008846586,0.3674852,0.09326707,0.012019105],"study_design_scores_gemma":[0.00032744854,0.00006858771,0.036577947,0.00008730644,0.0000569387,0.00008274911,0.03646732,0.00058647007,0.000011160979,0.013185693,0.912303,0.0002454015],"about_ca_topic_score_codex":0.059511077,"about_ca_topic_score_gemma":0.10100021,"teacher_disagreement_score":0.8190359,"about_ca_system_score_codex":0.007073061,"about_ca_system_score_gemma":0.003820258,"threshold_uncertainty_score":0.9967386},"labels":[],"label_agreement":null},{"id":"W4318485436","doi":"10.21203/rs.3.rs-2511120/v1","title":"Hazard Experiences, Concerns and Responses in Coastal Municipalities and Communities: Insights from Nova Scotia, Canada","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"Marine Environmental Observation Prediction and Response Network","keywords":"Nova scotia; Nova (rocket); Hazard; Geography; Environmental planning; Political science; Oceanography; Environmental protection; Environmental resource management; Archaeology; Environmental science; Geology; Ecology; Engineering","score_opus":0.16948581296145776,"score_gpt":0.4235933703323254,"score_spread":0.25410755737086765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318485436","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":[0.9865606,0.0022231159,0.000001648521,0.0012057057,0.00046183058,0.00067839347,0.00022637469,0.000048382357,0.008593943],"genre_scores_gemma":[0.98916036,0.002112316,0.000022504903,0.000046222725,0.00017938267,0.00009661725,0.00007559152,0.000020192727,0.008286807],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99497336,0.0020965806,0.0003040774,0.00045568947,0.0015021323,0.0006681827],"domain_scores_gemma":[0.9968577,0.0021582204,0.00007228928,0.000494748,0.00018482625,0.00023223471],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013122549,0.00021034689,0.00036102766,0.00039026295,0.00071440655,0.00067521224,0.00090425793,0.00019533867,0.00018417065],"category_scores_gemma":[0.0005337851,0.00020233162,0.000030362762,0.0004329843,0.0028330842,0.00021396423,0.0029948717,0.0009291427,0.0000079671745],"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":[0.00012093431,0.000043630585,0.08078507,0.00040050448,0.000045391815,0.00027167375,0.9047436,0.00003566144,0.0000049884407,0.0057743615,0.0068587475,0.00091541815],"study_design_scores_gemma":[0.00022025165,0.00004171198,0.03395198,0.0010281386,0.0000043742375,1.6182003e-7,0.9506762,0.0001600185,0.000006423737,0.002606679,0.01105988,0.00024420177],"about_ca_topic_score_codex":0.9967474,"about_ca_topic_score_gemma":0.9997174,"teacher_disagreement_score":0.046833094,"about_ca_system_score_codex":0.00024819068,"about_ca_system_score_gemma":0.0020792873,"threshold_uncertainty_score":0.9998806},"labels":[],"label_agreement":null},{"id":"W4318680505","doi":"10.24908/cpp-apc.v2023i1.15813","title":"Equity and Justice in Climate Action Planning: The Challenge of Evaluation","year":2023,"lang":"en","type":"article","venue":"Canadian Planning and Policy / Aménagement et politique au Canada","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Equity (law); Action plan; Social justice; Plan (archaeology); Climate justice; Economic Justice; Action (physics); Meaning (existential); Context (archaeology); Climate change; Public relations; Political science; Business; Public economics; Psychology; Sociology; Economics; Geography; Law and economics; Management; Law","score_opus":0.0913264458840336,"score_gpt":0.4149886864247195,"score_spread":0.3236622405406859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318680505","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":[0.5610379,0.00021810466,0.0000026501484,0.052568287,0.00035258415,0.0004713752,0.000054400694,0.00002571828,0.385269],"genre_scores_gemma":[0.9971006,0.00036998704,0.0000025443348,0.0017689718,0.0001891038,0.000026892216,0.000020180707,0.0000071144977,0.0005146183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99837095,0.00025684247,0.00017660641,0.0001936405,0.00037712094,0.00062482635],"domain_scores_gemma":[0.9993196,0.00017700033,0.00008059719,0.000128443,0.000037476282,0.00025686473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001966146,0.000101513964,0.000114132614,0.00033130284,0.00045859368,0.000081240694,0.00015878877,0.000049935552,0.000012892403],"category_scores_gemma":[0.0002761859,0.00009292133,0.000012381332,0.00043122706,0.00015153586,0.0001522184,0.000115287556,0.00011538013,9.984781e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025141693,0.000014288307,0.05255629,0.0006038876,0.000053770564,0.00010560208,0.09612,0.0034170628,0.000007662611,0.79764444,0.032969926,0.016481921],"study_design_scores_gemma":[0.0005964059,0.000053753705,0.62213993,0.00035267277,0.000095715484,0.0000019785853,0.09360355,0.0024040742,0.000005635593,0.0092953285,0.27108714,0.00036383173],"about_ca_topic_score_codex":0.9942692,"about_ca_topic_score_gemma":0.99838185,"teacher_disagreement_score":0.7883491,"about_ca_system_score_codex":0.000611632,"about_ca_system_score_gemma":0.0027178219,"threshold_uncertainty_score":0.48212993},"labels":[],"label_agreement":null},{"id":"W4319349599","doi":"10.1007/s11111-023-00415-6","title":"Disasters and subjective assessments of recovery in the long run","year":2023,"lang":"en","type":"article","venue":"Population and Environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Robert Wood Johnson Foundation; John D. and Catherine T. MacArthur Foundation; National Science Foundation","keywords":"Disaster recovery; Multinomial logistic regression; Psychological resilience; Situational ethics; Psychology; Economic recovery; Survey data collection; Poison control; Socioeconomics; Environmental health; Social psychology; Medicine; Political science; Sociology; Economics","score_opus":0.02388230157433382,"score_gpt":0.30472588835755954,"score_spread":0.28084358678322574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319349599","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":[0.9942045,0.000022889442,0.000047757734,0.00045305237,0.000035952136,0.00012457956,6.732215e-7,0.0000044385547,0.0051061576],"genre_scores_gemma":[0.9987086,0.0004559991,0.000018568438,0.000035159417,0.000008804109,0.000005801582,0.0000041465405,0.0000013747754,0.0007615323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995665,0.00006769418,0.000067591965,0.00007830733,0.00014790053,0.00007200831],"domain_scores_gemma":[0.99988335,0.000032451233,0.000028018227,0.00004162121,7.20213e-7,0.000013827533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002932993,0.000028825418,0.000038735147,0.000035131223,0.00007895137,0.000020006742,0.000038858107,0.000013507813,0.000015108316],"category_scores_gemma":[0.000006924433,0.000021378419,0.000007908537,0.00007763039,0.00007082557,0.00010142323,0.000028767769,0.000018489365,0.0000039488696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006634015,0.00002223726,0.9495736,0.000008330998,0.0000043730756,0.0000010653846,0.009517911,0.0002802102,0.000014264481,0.002092166,0.000040236126,0.038438972],"study_design_scores_gemma":[0.00007359362,0.000013415274,0.9876593,0.000005946689,0.0000035438152,3.8116564e-8,0.010273774,0.00012846495,0.0000010909941,0.0013312852,0.00048318433,0.000026380836],"about_ca_topic_score_codex":0.0004973425,"about_ca_topic_score_gemma":0.00037829968,"teacher_disagreement_score":0.038412593,"about_ca_system_score_codex":0.000015911775,"about_ca_system_score_gemma":0.0000013879009,"threshold_uncertainty_score":0.08717866},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.02439095041675166,"score_gpt":0.3182568509215935,"score_spread":0.29386590050484185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319984274","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":[0.9739948,0.0025371239,0.004641604,0.007182987,0.0006295198,0.001048645,0.000007781044,0.0000064672117,0.009951103],"genre_scores_gemma":[0.9667625,0.03282293,0.000042034942,0.00022910525,0.000029474684,0.000008838843,3.633089e-7,0.000003813567,0.00010098495],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9975146,0.0003212416,0.00045051644,0.00013865018,0.001381163,0.00019384123],"domain_scores_gemma":[0.9992078,0.00026173072,0.00033397926,0.00013993577,0.000009966096,0.000046574325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002216235,0.000086426655,0.00013615545,0.00014286053,0.00010428847,0.000052689298,0.0010198958,0.000021527714,0.000054394648],"category_scores_gemma":[0.00012008681,0.000054509823,0.00005889504,0.00023330019,0.0006139304,0.00026766348,0.00023010962,0.00014515189,0.00000702566],"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":[0.0004309052,0.00048438643,0.5437373,0.0008929264,0.0004394543,0.00081830646,0.24609356,0.05845038,0.00009395169,0.033450913,0.0032349979,0.111872934],"study_design_scores_gemma":[0.0016960296,0.00012247375,0.14681436,0.015436026,0.000111243244,0.000012646228,0.81622624,0.0007980422,0.00002211795,0.015985988,0.0024711557,0.0003036702],"about_ca_topic_score_codex":0.00008176336,"about_ca_topic_score_gemma":0.00027769827,"teacher_disagreement_score":0.5701327,"about_ca_system_score_codex":0.0002970631,"about_ca_system_score_gemma":0.000025134868,"threshold_uncertainty_score":0.2262052},"labels":[],"label_agreement":null},{"id":"W4320071576","doi":"10.1332/policypress/9781529222432.003.0005","title":"Bombs, Bridges And Gold","year":2022,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nothing; Meaning (existential); Communication source; Sentence; Clan; Context (archaeology); Psychology; History; Law; Political science; Engineering; Computer science; Philosophy","score_opus":0.04968645833454709,"score_gpt":0.31028556684101904,"score_spread":0.26059910850647194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320071576","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026023548,0.00078024884,0.0000022670345,0.0005274465,0.00022059554,0.00034743914,0.000038643753,0.00010268955,0.99795467],"genre_scores_gemma":[0.0028958234,0.001242403,0.000012348445,0.0005194946,0.0007735484,0.000028395338,0.0000053154836,0.00003255748,0.9944901],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986224,0.000047834044,0.00016849261,0.00035167744,0.00047794866,0.0003316355],"domain_scores_gemma":[0.9993921,0.000056040397,0.00012560362,0.00026500368,0.00002123716,0.0001400256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014905512,0.00020149378,0.00022276338,0.00014503562,0.00035209706,0.00018124636,0.00046855782,0.00012519478,0.00025441736],"category_scores_gemma":[0.000026824031,0.00020518816,0.000079048994,0.0000076128586,0.00056285225,0.000076694196,0.00051397184,0.00022534134,0.000014651917],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004504042,0.0000033407393,0.0000054519255,0.000031662836,0.000026388941,0.000009407576,0.0037110653,5.432047e-7,8.7047033e-7,0.95652837,0.016296506,0.023381889],"study_design_scores_gemma":[0.00008727212,0.000018530529,0.00002670662,0.000030445994,0.00003524271,7.122008e-7,0.0001346765,0.000002166112,0.0000022789961,0.021855673,0.9775757,0.00023058726],"about_ca_topic_score_codex":0.013371926,"about_ca_topic_score_gemma":0.00089851307,"teacher_disagreement_score":0.9612792,"about_ca_system_score_codex":0.000073165465,"about_ca_system_score_gemma":0.000114327115,"threshold_uncertainty_score":0.9931981},"labels":[],"label_agreement":null},{"id":"W4320474629","doi":"10.1016/j.uclim.2023.101416","title":"What influences the adaptive capacity of coastal critical infrastructure providers?","year":2023,"lang":"en","type":"article","venue":"Urban Climate","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Australian Research Council; Australian Government","keywords":"Adaptive capacity; Aotearoa; Climate change; Adaptation (eye); Critical infrastructure; Business; Capacity building; Environmental resource management; Perception; Public relations; Computer science; Political science; Economic growth; Computer security; Environmental science; Economics; Psychology","score_opus":0.035708183477977364,"score_gpt":0.3160266051174127,"score_spread":0.2803184216394353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320474629","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":[0.9528716,0.00006921319,0.00001622261,0.004094305,0.0009780283,0.00030583522,0.000023964023,0.00012285411,0.04151795],"genre_scores_gemma":[0.99869686,0.00019702251,0.000048031572,0.00021355768,0.00009584833,0.000011116293,0.000001855411,0.0000050587637,0.00073063903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99873745,0.00013781912,0.00015809441,0.00016784911,0.00043172517,0.00036708638],"domain_scores_gemma":[0.99936837,0.00028654956,0.00006379213,0.00014734625,0.00007457054,0.000059374714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049724587,0.000082508195,0.000107090746,0.000051941086,0.00044690378,0.00023216095,0.00037877017,0.00005098369,0.00009086809],"category_scores_gemma":[0.00027580955,0.000054344873,0.000054603293,0.00043863826,0.0014677377,0.0008099535,0.00015663214,0.000104338615,0.00007103394],"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":[0.000070781614,0.00007007139,0.07699537,0.00014725422,0.00006095701,0.000029413131,0.19881658,0.00024358886,0.0004783759,0.67793584,0.035078045,0.010073708],"study_design_scores_gemma":[0.0003439188,0.00018199484,0.25527975,0.00029893024,0.00007316903,0.0000011459496,0.644992,0.0009488304,0.0002316387,0.044950075,0.05227617,0.0004223782],"about_ca_topic_score_codex":0.00024609038,"about_ca_topic_score_gemma":0.0010614936,"teacher_disagreement_score":0.6329858,"about_ca_system_score_codex":0.000013290051,"about_ca_system_score_gemma":0.000046648584,"threshold_uncertainty_score":0.5407941},"labels":[],"label_agreement":null},{"id":"W4320881319","doi":"10.20944/preprints202302.0263.v1","title":"A Predictive Model of Community Disaster Resilience based on Social Identity Influences","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Disaster Management and Resilience","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":"International Institute for Sustainable Development","funders":"","keywords":"Community resilience; Resilience (materials science); Psychological resilience; Hazard; Identity (music); Sociology; Public relations; Political science; Psychology; Social psychology; Engineering","score_opus":0.26899246712742403,"score_gpt":0.4266328322655868,"score_spread":0.15764036513816276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320881319","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":[0.92741543,0.0000065009926,0.00140013,0.0008801418,0.0005683693,0.0008505798,0.00008819527,0.0002681421,0.06852248],"genre_scores_gemma":[0.9952431,0.00004780574,0.0000622647,0.00019547016,0.00014129252,0.00015793748,0.000019759387,0.000028457778,0.004103939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952751,0.0013162973,0.00061244605,0.0006670558,0.0015964403,0.0005326734],"domain_scores_gemma":[0.9975046,0.00034981332,0.0005841409,0.0011499308,0.00026614039,0.0001453773],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003251443,0.00033941396,0.0005048773,0.00029248948,0.0010624827,0.00009794187,0.0028532506,0.00038371605,0.0001798445],"category_scores_gemma":[0.0010342093,0.0003458594,0.00030409367,0.0005086829,0.0017609465,0.00050119316,0.0032921531,0.0012727621,0.00035382537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033768002,0.0010436653,0.6317735,0.0007851262,0.00017483205,0.0000061552596,0.15203774,0.19931181,0.0006939484,0.012423283,0.0006836684,0.000728615],"study_design_scores_gemma":[0.0004005629,0.000049792143,0.90707606,0.00054228795,0.00013443899,3.7163876e-8,0.024383273,0.017772792,0.00042844395,0.04840485,0.00020414007,0.00060334255],"about_ca_topic_score_codex":0.004748608,"about_ca_topic_score_gemma":0.0024765763,"teacher_disagreement_score":0.27530256,"about_ca_system_score_codex":0.00021034204,"about_ca_system_score_gemma":0.00047738204,"threshold_uncertainty_score":0.9998993},"labels":[],"label_agreement":null},{"id":"W4321490879","doi":"10.5194/egusphere-egu23-2848","title":"Analysis of the organization in place to manage flood resilience in Tahiti urban area (French Polynesia), as a framework for risk observatory","year":2023,"lang":"en","type":"preprint","venue":"","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":"Université de Montréal","funders":"","keywords":"Flood risk management; Flood myth; Geography; Environmental planning; Context (archaeology); Corporate governance; Environmental resource management; Risk management; Psychological resilience; Vulnerability (computing); Psychological intervention; Business; Political science","score_opus":0.02835980996284779,"score_gpt":0.30648110691969005,"score_spread":0.27812129695684223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321490879","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":[0.97688353,0.00006122723,0.0113062095,0.0026000142,0.0005638078,0.0019308926,0.000045608245,0.0000936084,0.006515097],"genre_scores_gemma":[0.98267287,0.00011857197,0.0011592543,0.00019802294,0.0000571485,0.00012254383,0.000021751015,0.000022682942,0.015627177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972498,0.00034938843,0.00054259575,0.00072565407,0.0007015899,0.00043097424],"domain_scores_gemma":[0.99824286,0.0004230814,0.0003377107,0.0007639555,0.00014585271,0.00008651607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001417066,0.00021852691,0.00046137406,0.000792246,0.00020517399,0.00014259855,0.0016762915,0.00032682592,0.00014004445],"category_scores_gemma":[0.00327941,0.00018081271,0.0001625425,0.009346834,0.00019429492,0.00012995859,0.0010156198,0.00036282145,0.000015865833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001335216,0.00009888408,0.89116,0.0000875866,0.0001425041,0.000003405667,0.03611451,0.055884372,0.0000058424534,0.014565447,0.0015304632,0.00039361336],"study_design_scores_gemma":[0.00013140407,0.000018475817,0.9726732,0.00031967784,0.00036740114,1.2891127e-8,0.011912193,0.0032772569,0.000025369029,0.010467672,0.0005157548,0.00029162026],"about_ca_topic_score_codex":0.02681499,"about_ca_topic_score_gemma":0.11961841,"teacher_disagreement_score":0.09280342,"about_ca_system_score_codex":0.00020216247,"about_ca_system_score_gemma":0.00024575248,"threshold_uncertainty_score":0.9796655},"labels":[],"label_agreement":null},{"id":"W4321638049","doi":"10.1017/9781782044109.001","title":"Preface","year":2014,"lang":"en","type":"other","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Honour; Psychology; Visual arts; History; Art; Archaeology","score_opus":0.010238461785934292,"score_gpt":0.2935296359444079,"score_spread":0.2832911741584736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321638049","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.134834e-7,0.00006962091,0.00039117792,0.00030097153,0.00037294274,0.00011718014,3.3863338e-7,0.00024442966,0.9985026],"genre_scores_gemma":[0.00021376762,0.000099264595,0.0001586083,0.00016903023,0.00041782114,0.0000028196769,8.990593e-7,0.000049786566,0.998888],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953055,0.00003387232,0.00003285659,0.000108477165,0.00017237422,0.00012186463],"domain_scores_gemma":[0.99981433,0.000007072944,0.000030865027,0.000108798704,0.000003290151,0.00003567057],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009413064,0.000050883747,0.00006217111,0.000044824326,0.00004579388,0.000039007675,0.00023215971,0.000078840916,0.034458574],"category_scores_gemma":[0.000011520945,0.00003975122,0.000021645046,0.00005327311,0.00011334205,0.000014695293,0.000030369341,0.000026768468,0.0037655535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.041534e-8,0.000003311145,0.00002680075,0.0000062071454,0.0000036044319,1.9911975e-7,0.00020078765,3.7119268e-8,8.606985e-8,0.07289226,0.92317295,0.003693637],"study_design_scores_gemma":[0.000019439838,0.0000021898372,0.000013090132,0.000017756123,0.000003791632,4.182163e-9,0.00034130484,6.782218e-7,1.3409984e-7,0.00019368267,0.9993434,0.00006454867],"about_ca_topic_score_codex":0.0014376515,"about_ca_topic_score_gemma":0.0073784506,"teacher_disagreement_score":0.07617041,"about_ca_system_score_codex":0.000005925459,"about_ca_system_score_gemma":0.000015304035,"threshold_uncertainty_score":0.9970101},"labels":[],"label_agreement":null},{"id":"W4322492067","doi":"10.32920/22183723.v1","title":"Developing a Code of Ethics for Disaster Tourism","year":2023,"lang":"en","type":"preprint","venue":"","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":"Toronto Metropolitan University","funders":"","keywords":"Tourism; Context (archaeology); Work (physics); Business; Convergence (economics); Enforcement; Law enforcement; Ethical code; Code (set theory); Environmental planning; Risk analysis (engineering); Public relations; Computer security; Political science; Computer science; Law; Geography; Engineering; Economic growth; Economics","score_opus":0.2911143214751945,"score_gpt":0.4517912190868816,"score_spread":0.16067689761168708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322492067","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028073851,0.000109053515,0.5455966,0.06817461,0.006619013,0.003238801,0.0000905095,0.0005790535,0.3475185],"genre_scores_gemma":[0.32578248,0.0009924187,0.066400155,0.0015780205,0.0012856551,0.00041167624,0.000071692615,0.00008434195,0.60339355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986763,0.000094212155,0.00025436378,0.00029153534,0.00042295485,0.00026062314],"domain_scores_gemma":[0.9990299,0.0004300379,0.00014638687,0.00020879273,0.00014119041,0.000043692256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012726266,0.00011129714,0.00020383675,0.00008806472,0.00020649857,0.000096847354,0.00060299004,0.00029777273,0.00005174255],"category_scores_gemma":[0.00045455887,0.00009715126,0.000118089134,0.00013199355,0.00025353275,0.000059575814,0.00069188693,0.00025310722,0.000025958416],"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":[0.00001635902,0.000035784407,0.0007742197,0.0013509387,0.000104993764,0.0000030381987,0.094959244,0.00021940775,0.000009840803,0.8657935,0.031189257,0.005543405],"study_design_scores_gemma":[0.00037769933,0.0000369187,0.0017694272,0.0011484929,0.00010880262,5.2418407e-8,0.08600164,0.00065229536,0.00012879122,0.48016638,0.42882457,0.0007849256],"about_ca_topic_score_codex":0.0011332529,"about_ca_topic_score_gemma":0.008804579,"teacher_disagreement_score":0.47919646,"about_ca_system_score_codex":0.000048575836,"about_ca_system_score_gemma":0.00042510888,"threshold_uncertainty_score":0.4913162},"labels":[],"label_agreement":null},{"id":"W4322494791","doi":"10.32920/22183723","title":"Developing a Code of Ethics for Disaster Tourism","year":2023,"lang":"en","type":"preprint","venue":"","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":"Toronto Metropolitan University","funders":"","keywords":"Tourism; Context (archaeology); Work (physics); Business; Convergence (economics); Enforcement; Law enforcement; Code (set theory); Environmental planning; Ethical code; Risk analysis (engineering); Computer security; Public relations; Political science; Computer science; Law; Geography; Engineering; Economic growth; Economics","score_opus":0.2911143214751945,"score_gpt":0.4517912190868816,"score_spread":0.16067689761168708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322494791","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028073851,0.000109053515,0.5455966,0.06817461,0.006619013,0.003238801,0.0000905095,0.0005790535,0.3475185],"genre_scores_gemma":[0.32578248,0.0009924187,0.066400155,0.0015780205,0.0012856551,0.00041167624,0.000071692615,0.00008434195,0.60339355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986763,0.000094212155,0.00025436378,0.00029153534,0.00042295485,0.00026062314],"domain_scores_gemma":[0.9990299,0.0004300379,0.00014638687,0.00020879273,0.00014119041,0.000043692256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012726266,0.00011129714,0.00020383675,0.00008806472,0.00020649857,0.000096847354,0.00060299004,0.00029777273,0.00005174255],"category_scores_gemma":[0.00045455887,0.00009715126,0.000118089134,0.00013199355,0.00025353275,0.000059575814,0.00069188693,0.00025310722,0.000025958416],"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":[0.00001635902,0.000035784407,0.0007742197,0.0013509387,0.000104993764,0.0000030381987,0.094959244,0.00021940775,0.000009840803,0.8657935,0.031189257,0.005543405],"study_design_scores_gemma":[0.00037769933,0.0000369187,0.0017694272,0.0011484929,0.00010880262,5.2418407e-8,0.08600164,0.00065229536,0.00012879122,0.48016638,0.42882457,0.0007849256],"about_ca_topic_score_codex":0.0011332529,"about_ca_topic_score_gemma":0.008804579,"teacher_disagreement_score":0.47919646,"about_ca_system_score_codex":0.000048575836,"about_ca_system_score_gemma":0.00042510888,"threshold_uncertainty_score":0.4913162},"labels":[],"label_agreement":null},{"id":"W4322503372","doi":"10.3390/jrfm16030151","title":"Role of Governance in Developing Disaster Resiliency and Its Impact on Economic Sustainability","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Corporate governance; Sustainability; Disaster risk reduction; Risk governance; Emergency management; Risk management; Business; Sustainable development; Politics; Political science; Environmental resource management; Environmental planning; Economic growth; Economics; Geography; Finance","score_opus":0.00599592870932726,"score_gpt":0.2790180942443522,"score_spread":0.27302216553502495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322503372","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":[0.99450046,0.00037040692,0.00004461224,0.00034422023,0.00012602829,0.00018677632,0.00000397185,0.0000048056177,0.004418698],"genre_scores_gemma":[0.99214166,0.0073998836,0.000039854716,0.000017342349,0.00006188753,0.0000022960878,1.6180906e-7,0.000003534679,0.00033335062],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99904877,0.00007942819,0.00031188762,0.00013620115,0.0002055676,0.0002181601],"domain_scores_gemma":[0.99951994,0.00007329443,0.0002486851,0.00006831393,0.000038073944,0.00005171413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010071024,0.0000844649,0.00019068299,0.00017433416,0.00011564202,0.000037130394,0.00016410547,0.00003346744,0.000009972686],"category_scores_gemma":[0.00013859883,0.00006731584,0.00005049029,0.00027080296,0.00009417751,0.0002574479,0.000110759676,0.00008758581,0.0000032167688],"study_design_candidate":"observational","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":[0.00037930184,0.000098385746,0.24704765,0.00018340774,0.000022709333,0.000054656124,0.020426339,0.0010980072,0.0000058230225,0.31495544,0.0006995373,0.41502875],"study_design_scores_gemma":[0.00037883132,0.00010851522,0.95311314,0.00010066413,0.000013967925,3.1917818e-7,0.008183136,0.00008402434,0.000006260573,0.024051487,0.013870844,0.000088835615],"about_ca_topic_score_codex":0.00022838775,"about_ca_topic_score_gemma":0.0005107705,"teacher_disagreement_score":0.7060655,"about_ca_system_score_codex":0.00016799793,"about_ca_system_score_gemma":0.0000799262,"threshold_uncertainty_score":0.27450603},"labels":[],"label_agreement":null},{"id":"W4322710459","doi":"10.1007/978-3-031-21530-8_4","title":"Emergency Planning—A Tool for Rural and Remote Community Resilience","year":2023,"lang":"en","type":"book-chapter","venue":"Advanced sciences and technologies for security applications","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Community resilience; Preparedness; Resilience (materials science); Emergency management; Public relations; Transformative learning; Environmental planning; Political science; Business; Environmental resource management; Geography; Engineering; Sociology","score_opus":0.0363623523197056,"score_gpt":0.34561342349852525,"score_spread":0.30925107117881967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322710459","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014964066,0.015927108,0.087578,0.016622426,0.0013748084,0.023101961,0.0012793209,0.006437346,0.832715],"genre_scores_gemma":[0.29842252,0.09996757,0.054178324,0.00026328102,0.000331878,0.0043426645,0.00023143673,0.00016829013,0.54209405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985594,0.000016293565,0.00028719203,0.0004651531,0.0002564062,0.0004155381],"domain_scores_gemma":[0.99875075,0.00046525878,0.00023825403,0.00038406742,0.000112014386,0.00004966146],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00081095245,0.00021840967,0.00025057246,0.00019760545,0.0037616573,0.00012311987,0.0009610015,0.00026385573,0.0000044957756],"category_scores_gemma":[0.00029462206,0.00020578857,0.00007693727,0.00025782586,0.0029096133,0.000297382,0.00040188877,0.00027753235,0.0000038610287],"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":[0.0000067057867,0.000008609665,0.000025429381,0.00010109105,0.000009101758,1.3003311e-7,0.0009546353,0.000008142557,0.000016282233,0.8473045,0.0005246869,0.15104066],"study_design_scores_gemma":[0.00008801124,0.00010105733,0.000031020634,0.00007689664,0.000022745553,3.408326e-7,0.0113080675,0.00015493981,0.000007062974,0.6833287,0.3046589,0.00022225936],"about_ca_topic_score_codex":0.00009419252,"about_ca_topic_score_gemma":0.0007425822,"teacher_disagreement_score":0.3041342,"about_ca_system_score_codex":0.00002985665,"about_ca_system_score_gemma":0.000054507305,"threshold_uncertainty_score":0.9998039},"labels":[],"label_agreement":null},{"id":"W4323262646","doi":"10.1016/j.ress.2023.109219","title":"Simulation modeling of operation and coordination of agencies involved in post-disaster response and recovery","year":2023,"lang":"en","type":"article","venue":"Reliability Engineering & System Safety","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Disaster response; Risk analysis (engineering); Computer science; Emergency response; Probabilistic logic; Emergency management; Process management; Business; Operations research; Computer security; Systems engineering; Engineering; Political science; Artificial intelligence","score_opus":0.013982870121309969,"score_gpt":0.2550432923986207,"score_spread":0.24106042227731075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323262646","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":[0.99211675,0.000045711677,0.007049767,0.000117559124,0.00009901605,0.00031775303,0.0000048113343,0.000050231043,0.00019840577],"genre_scores_gemma":[0.9997055,0.000027646345,0.00016122968,0.0000016320723,0.000011548199,0.000005931694,0.0000040022032,0.0000050120548,0.00007751914],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99906534,0.00016017142,0.0003262227,0.00015189571,0.00018584954,0.00011051367],"domain_scores_gemma":[0.99932706,0.0004020362,0.00005600969,0.00010655455,0.00008162606,0.0000266899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022356946,0.000063459156,0.00014978902,0.0001594826,0.00005477485,0.000019139356,0.000055774126,0.000056151002,0.000001740248],"category_scores_gemma":[0.0006697777,0.00006265991,0.000021110882,0.0002818134,0.000047515947,0.0002868957,0.00003474788,0.000036383215,8.1930983e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010743815,0.0000064511664,0.0038400379,0.0003938882,0.00000408718,3.0381747e-7,0.009306574,0.9828512,0.0022789037,0.00080312224,8.955828e-7,0.00040706602],"study_design_scores_gemma":[0.00015266826,0.000029965535,0.04143599,0.00016743956,0.000005172117,4.246081e-8,0.012468343,0.945598,0.00002754017,0.00002830903,0.000024714174,0.00006182715],"about_ca_topic_score_codex":0.0003526437,"about_ca_topic_score_gemma":0.000111770634,"teacher_disagreement_score":0.037595954,"about_ca_system_score_codex":0.00010577241,"about_ca_system_score_gemma":0.000035081226,"threshold_uncertainty_score":0.25551966},"labels":[],"label_agreement":null},{"id":"W4327519304","doi":"10.5751/es-13892-280140","title":"Contextualizing patterns in short-term disaster recoveries from the 2015 Nepal earthquakes: household vulnerabilities, adaptive capacities, and change","year":2023,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Portland State University; National Science Foundation","keywords":"Livelihood; Hazard; Psychological resilience; Geography; Psychological intervention; Indigenous; Socioeconomics; Adaptive capacity; Environmental planning; Environmental resource management; Climate change; Sociology; Agriculture; Economics; Ecology; Psychology","score_opus":0.07358986946997288,"score_gpt":0.2930995351394256,"score_spread":0.21950966566945274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327519304","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":[0.9956392,0.00030345735,0.000008163456,0.0019975356,0.00036106206,0.000304746,0.000087941364,0.00005258699,0.0012453159],"genre_scores_gemma":[0.99567676,0.0013792417,0.000017533543,0.0010214885,0.00023199967,0.000072694085,0.000015955426,0.0000072239814,0.001577118],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988886,0.00025738665,0.00014058176,0.0002538723,0.0001247241,0.00033484356],"domain_scores_gemma":[0.99924785,0.00055721053,0.000025937868,0.00010441034,0.000012528581,0.000052066818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005964708,0.00010729696,0.00016343377,0.000018736633,0.0005976566,0.00008867891,0.00013715052,0.0001287629,0.0000709363],"category_scores_gemma":[0.000035182155,0.000082347025,0.00004735426,0.00012244046,0.0012192479,0.00031504568,0.0001307981,0.00016838337,0.0000048619763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010857489,0.000013024918,0.521422,0.000009493643,0.000027259019,0.0000049094388,0.4697087,9.518705e-7,0.000003245653,0.002383856,0.004747699,0.0016679916],"study_design_scores_gemma":[0.00016107048,0.00003219643,0.63356036,0.00002028652,0.0000084453895,1.7902236e-7,0.3599031,0.000046590914,5.9226716e-7,0.0007839883,0.0053939223,0.00008924728],"about_ca_topic_score_codex":0.004089614,"about_ca_topic_score_gemma":0.06614691,"teacher_disagreement_score":0.112138376,"about_ca_system_score_codex":0.000034382505,"about_ca_system_score_gemma":0.000028096421,"threshold_uncertainty_score":0.95089346},"labels":[],"label_agreement":null},{"id":"W4327557202","doi":"10.1111/padm.12923","title":"A comparative study of governance changes on the perceptions of accountability in Fire and Rescue Services in England","year":2023,"lang":"en","type":"article","venue":"Public Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Accountability; Corporate governance; Perception; Public administration; Service (business); Public relations; Business; Political science; Law; Marketing; Psychology; Finance","score_opus":0.05816901732751636,"score_gpt":0.3577885098254921,"score_spread":0.29961949249797576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327557202","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":[0.99258626,0.0000059467006,2.603376e-7,0.0034959682,0.000023453507,0.0003775102,0.0000054250722,0.0000071497916,0.0034980234],"genre_scores_gemma":[0.999778,0.00003858075,0.0000014568692,0.000012776702,0.000013530843,0.000037625497,0.0000029279872,9.791092e-7,0.00011415399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931574,0.00016744468,0.00012093826,0.00010758334,0.00020591114,0.00008236403],"domain_scores_gemma":[0.99969536,0.00012164479,0.000054748605,0.000084580635,0.000030225456,0.0000134548245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006588756,0.000037250367,0.000082378465,0.00003909353,0.00007358862,0.000035129964,0.000120470126,0.000020064217,0.000026553236],"category_scores_gemma":[0.000051620707,0.000027328479,0.0000062645986,0.0004979066,0.000114741124,0.00014201578,0.000027854889,0.00004166437,0.0000011564218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059007103,0.00064654514,0.61711234,0.000049348637,0.0000066353696,8.4647985e-7,0.3641151,0.000021190303,0.000049828184,0.013624574,0.00001969094,0.0042948974],"study_design_scores_gemma":[0.00014025033,0.00011771695,0.7766109,0.000013506445,0.0000013339682,1.37049785e-8,0.22239044,0.00033282896,0.0000055382557,0.00012787203,0.00023770309,0.000021882968],"about_ca_topic_score_codex":0.00239926,"about_ca_topic_score_gemma":0.5564952,"teacher_disagreement_score":0.5540959,"about_ca_system_score_codex":0.000017305654,"about_ca_system_score_gemma":0.00003430855,"threshold_uncertainty_score":0.4515976},"labels":[],"label_agreement":null},{"id":"W4327650936","doi":"10.2139/ssrn.4390264","title":"Does Improved Tenure Security Reduce Fires? Evidence from the Greece Land Registry","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Land tenure; Land registration; Business; Geography; Environmental planning; Natural resource economics; Economics; Archaeology; Agriculture","score_opus":0.01448294070061928,"score_gpt":0.293774808543716,"score_spread":0.27929186784309673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327650936","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":[0.95932364,0.0022881043,0.000090102396,0.03399608,0.0009925244,0.0002333448,0.0000052420983,0.00011668357,0.0029542593],"genre_scores_gemma":[0.9621425,0.015066469,0.000007613454,0.00013590831,0.0013024202,0.000006924551,0.000002159424,0.000010193152,0.021325776],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971035,0.00027917407,0.00018955085,0.00025431794,0.0005123695,0.0016610827],"domain_scores_gemma":[0.9991117,0.0002940775,0.00016779533,0.00027393573,0.00006335451,0.00008910111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027129385,0.00011948954,0.00011904143,0.00003706141,0.0011037007,0.00031244912,0.00090836873,0.00007886077,0.0000692723],"category_scores_gemma":[0.00056710356,0.00006086856,0.000097944496,0.0004923935,0.000278101,0.00043509903,0.00012001167,0.0011085757,0.000081943166],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008530546,0.0003218231,0.34558994,0.000085366686,0.001231028,0.00021064235,0.13738042,0.0000969822,0.0034848617,0.1499619,0.11248629,0.2482977],"study_design_scores_gemma":[0.00069434504,0.00017404115,0.050756592,0.00033841166,0.00013454095,0.000015328915,0.10641293,0.000515717,0.000082490806,0.7451095,0.09521897,0.00054713746],"about_ca_topic_score_codex":0.0062078573,"about_ca_topic_score_gemma":0.061414648,"teacher_disagreement_score":0.5951476,"about_ca_system_score_codex":0.00027302923,"about_ca_system_score_gemma":0.0011125434,"threshold_uncertainty_score":0.9557121},"labels":[],"label_agreement":null},{"id":"W4327947976","doi":"10.3390/geosciences13030088","title":"Risk-Reduction, Coping, and Adaptation to Flood Hazards in Manitoba, Canada: Evidence from Communities in the Red River Valley","year":2023,"lang":"en","type":"article","venue":"Geosciences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Flood myth; Coping (psychology); Disaster risk reduction; Environmental resource management; Geography; Natural hazard; Community resilience; Environmental planning; Psychology; Engineering; Environmental science","score_opus":0.0584836537896561,"score_gpt":0.2827181934585086,"score_spread":0.22423453966885254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327947976","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":[0.99177957,0.00020754412,0.00003772728,0.0058510215,0.00046092283,0.000272372,0.000005972096,0.000022764907,0.001362123],"genre_scores_gemma":[0.9982399,0.0010037115,0.0001689213,0.00016945954,0.00005989511,0.000030678388,0.0000025955765,0.0000018900864,0.00032298427],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983614,0.0004360976,0.00016235761,0.00018628962,0.00057744706,0.00027642315],"domain_scores_gemma":[0.99941236,0.00030666147,0.000059880953,0.00014303823,0.000032872926,0.00004519417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017323461,0.000067996676,0.00008297875,0.0001416817,0.0006469253,0.00018338478,0.0006172299,0.000023739081,0.000020327338],"category_scores_gemma":[0.00032463088,0.000051824984,0.000010551667,0.0012080175,0.00045625857,0.00036618457,0.000104707455,0.00008950092,0.000009460468],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012515374,0.00002351776,0.42900932,0.000009507515,0.0000045914435,0.000011666116,0.5295928,0.002124994,0.000020484016,0.001205466,0.009739208,0.028245939],"study_design_scores_gemma":[0.000059767583,0.000017124023,0.5790549,0.00006582858,0.0000035299834,1.15967595e-7,0.41277522,0.0011980727,0.0000022083968,0.0015578823,0.005191805,0.00007352874],"about_ca_topic_score_codex":0.98365897,"about_ca_topic_score_gemma":0.99782777,"teacher_disagreement_score":0.1500456,"about_ca_system_score_codex":0.00007502397,"about_ca_system_score_gemma":0.00027734504,"threshold_uncertainty_score":0.49756917},"labels":[],"label_agreement":null},{"id":"W4353030707","doi":"10.37450/ht.122204","title":"Instituutioihin kohdistuvan luottamuksen ja koronapandemiaan liittyvien rajoitustoimenpiteiden dynamiikat Suomessa","year":2023,"lang":"en","type":"article","venue":"Hallinnon Tutkimus","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legitimacy; Timeline; Premise; Coronavirus disease 2019 (COVID-19); Corporate governance; Pandemic; Politics; Political science; Public relations; Quarter (Canadian coin); Public administration; Business; Geography; Law","score_opus":0.030822623151694047,"score_gpt":0.3535090570294226,"score_spread":0.32268643387772855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353030707","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":[0.33415943,0.00031348263,0.0005601859,0.005939954,0.0021011122,0.0009632889,0.000021008256,0.0014178472,0.6545237],"genre_scores_gemma":[0.8801245,0.0007087062,0.00022641948,0.000380772,0.0004675734,0.00005860472,0.000074221665,0.00003525537,0.117923945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966474,0.0002535477,0.0004508897,0.00063868123,0.0010043128,0.0010051794],"domain_scores_gemma":[0.99877083,0.00015983125,0.00015993818,0.0004899772,0.00011609143,0.0003033378],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001425264,0.00028694124,0.0003341262,0.0003601424,0.0010737728,0.0003280071,0.0008426237,0.00021375787,0.0005518874],"category_scores_gemma":[0.00020098408,0.00027642932,0.0001605221,0.0017582357,0.00063859654,0.00068252394,0.0003154039,0.00027441257,0.0028411252],"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":[0.00011890975,0.000518468,0.051211603,0.00021619258,0.00027931653,0.0007955772,0.060743812,0.001201405,0.0007164378,0.52149844,0.09057653,0.2721233],"study_design_scores_gemma":[0.0009535006,0.00008038589,0.029723844,0.000114350005,0.000062784005,0.0000029363803,0.014793456,0.0011786625,0.000045602268,0.005479132,0.94678366,0.00078168855],"about_ca_topic_score_codex":0.0015448137,"about_ca_topic_score_gemma":0.005616014,"teacher_disagreement_score":0.85620713,"about_ca_system_score_codex":0.00021320624,"about_ca_system_score_gemma":0.00026669347,"threshold_uncertainty_score":0.99996877},"labels":[],"label_agreement":null},{"id":"W4353065786","doi":"10.1177/15356841231159370","title":"Somebody to Lean On: Community Ties, Social Exchange, and Practical Help during the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"City and Community","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Interpersonal ties; Structuring; Psychological resilience; Social exchange theory; Variety (cybernetics); Public relations; Resilience (materials science); Pandemic; Community resilience; Sociology; Social psychology; Psychology; Political science; Coronavirus disease 2019 (COVID-19); Medicine; Computer science","score_opus":0.2248218579771452,"score_gpt":0.4145146999843418,"score_spread":0.1896928420071966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353065786","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":[0.96730036,0.000023676075,0.000017634693,0.012651945,0.0000861147,0.00024426592,0.000009007576,0.00015753983,0.019509451],"genre_scores_gemma":[0.9934815,0.00026562714,0.0000059789973,0.0028114135,0.00010605978,0.000020280713,0.0000052677456,0.00000551354,0.003298356],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99662393,0.0025999763,0.00011222172,0.000100542245,0.0002658835,0.00029742345],"domain_scores_gemma":[0.9980697,0.0013475136,0.000046408313,0.00030624846,0.000024375922,0.00020577449],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004005592,0.00010181351,0.00013195556,0.00006609578,0.01106612,0.00019526899,0.0004083538,0.000080346006,0.000057269273],"category_scores_gemma":[0.00093403395,0.000081615646,0.000029362993,0.00038904414,0.00093462935,0.00016029991,0.00092720817,0.0010461992,0.000025480744],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024586232,0.0005500138,0.16129386,0.00035480876,0.00007175314,0.000018194769,0.76641256,0.000008324545,0.00010032314,0.026223548,0.03277076,0.01195001],"study_design_scores_gemma":[0.0005850097,0.0001648217,0.40664747,0.000026308186,0.000027815684,0.000005226848,0.39797944,0.000015742964,0.0000058222504,0.013693586,0.18056178,0.0002869807],"about_ca_topic_score_codex":0.006698576,"about_ca_topic_score_gemma":0.031549532,"teacher_disagreement_score":0.3684331,"about_ca_system_score_codex":0.00007132289,"about_ca_system_score_gemma":0.000058627866,"threshold_uncertainty_score":0.9999159},"labels":[],"label_agreement":null},{"id":"W4360949466","doi":"10.1177/10778004231162070","title":"The Ethics of Naming in Forced Displacement Research: Critical Work and Policy Labels","year":2023,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Disaster Management and Resilience","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":"Western University","funders":"","keywords":"Framing (construction); Sociology; Forced migration; Identity (music); Displacement (psychology); Epistemology; Social psychology; Political science; Public relations; Law; Psychology; Aesthetics; History; Refugee; Psychoanalysis; Philosophy","score_opus":0.4842927339146432,"score_gpt":0.6287967465293849,"score_spread":0.14450401261474166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360949466","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":[0.8935385,0.00021748486,0.00025846652,0.08692019,0.00024376909,0.0003832726,0.0000032780451,0.000034159166,0.01840092],"genre_scores_gemma":[0.9951262,0.00024694813,0.00007057564,0.0001033369,0.00008966198,0.000031225947,8.8903647e-7,0.000004749642,0.004326435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.995498,0.003041417,0.00020330156,0.00015767259,0.0006941565,0.000405476],"domain_scores_gemma":[0.9875347,0.012148386,0.000032641306,0.00010511543,0.00012592746,0.0000532053],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.013976208,0.00005266554,0.0000917154,0.00018182604,0.00064931315,0.00007829765,0.00022994813,0.00005965989,0.00000704751],"category_scores_gemma":[0.009009691,0.000038366015,0.00001934543,0.0015284525,0.0035898008,0.0001343166,0.00019411376,0.0002648784,0.000016556729],"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":[0.000013214847,0.000008608918,0.00030672524,0.000022117985,0.0000034430939,0.0000012008026,0.46002012,0.000001452391,0.000017694356,0.53723115,0.0006607359,0.0017135323],"study_design_scores_gemma":[0.00011755734,0.00004874956,0.0048003416,0.00011202259,0.0000017473433,1.1569295e-8,0.86449015,0.000016174827,0.000016481445,0.122378275,0.007960265,0.00005820729],"about_ca_topic_score_codex":0.00058616843,"about_ca_topic_score_gemma":0.00089187536,"teacher_disagreement_score":0.41485286,"about_ca_system_score_codex":0.00005504313,"about_ca_system_score_gemma":0.00012454961,"threshold_uncertainty_score":0.99933785},"labels":[],"label_agreement":null},{"id":"W4360978643","doi":"10.1080/01621424.2023.2193560","title":"Service delivery and programing adaptations for individuals with disabilities by municipalities and non-profit organizations during the COVID pandemic","year":2023,"lang":"en","type":"article","venue":"Home Health Care Services Quarterly","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GF Strong Rehabilitation Centre; Centre for Interdisciplinary Research in Rehabilitation; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; International Collaboration On Repair Discoveries; University of British Columbia; Université Laval","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Pandemic; Feeling; Qualitative research; Coronavirus disease 2019 (COVID-19); Service delivery framework; Public relations; Coping (psychology); Business; Flexibility (engineering); Service (business); Psychology; Nursing; Marketing; Medicine; Sociology; Political science; Social psychology; Management","score_opus":0.015982233523625267,"score_gpt":0.30170653690403354,"score_spread":0.2857243033804083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360978643","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":[0.9922969,0.0009328863,0.000026775428,0.0050834003,0.00006249572,0.0011687751,0.00014424096,0.00018854921,0.00009599003],"genre_scores_gemma":[0.99782693,0.00029994268,0.00012808331,0.0008300902,0.000057360947,0.00026558564,0.00013121223,0.000018975965,0.00044179332],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99867505,0.00013325183,0.00021253803,0.00027591936,0.00027301387,0.00043021],"domain_scores_gemma":[0.9990839,0.00031358347,0.000108791675,0.0001692933,0.00018120815,0.00014327535],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00037049872,0.00013216131,0.00016552098,0.000081907914,0.0022117903,0.00039905112,0.0002477263,0.000048259888,0.0000070644755],"category_scores_gemma":[0.0000106717325,0.00009983454,0.000014643664,0.00077886874,0.00024682656,0.00043808212,0.000051077684,0.000071322975,0.00000431113],"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":[0.000011582738,0.0000078664125,0.14472394,0.0018444309,0.000024817025,2.8957993e-7,0.848181,0.000013095296,0.0000052662945,0.0009872605,0.00011546027,0.0040849857],"study_design_scores_gemma":[0.00037604306,0.00017319735,0.04875244,0.00009003464,0.000023251541,8.3512157e-7,0.9447576,0.000117610645,4.2388928e-7,0.00018877855,0.005380768,0.0001390464],"about_ca_topic_score_codex":0.012221946,"about_ca_topic_score_gemma":0.12224321,"teacher_disagreement_score":0.11002126,"about_ca_system_score_codex":0.000057980218,"about_ca_system_score_gemma":0.0001587972,"threshold_uncertainty_score":0.9990872},"labels":[],"label_agreement":null},{"id":"W4361024930","doi":"10.1515/9781685855017-009","title":"9. Danger—Landmines! NGO-Government Collaboration in the Ottawa Process","year":2001,"lang":"en","type":"book-chapter","venue":"Lynne Rienner Publishers eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Government (linguistics); Political science; Business; Computer science; Philosophy","score_opus":0.013846622946754969,"score_gpt":0.2686667485529399,"score_spread":0.25482012560618494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361024930","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011667627,0.00009656377,0.00001769714,0.0033397374,0.0007658577,0.0011767878,0.000014291423,0.00008657787,0.9933357],"genre_scores_gemma":[0.056126535,0.00002396464,0.000019478804,0.0010538815,0.00077873183,0.0001479672,0.000038160462,0.000045859004,0.9417654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99638253,0.00013319067,0.00047799892,0.0006103043,0.0017959182,0.00060004106],"domain_scores_gemma":[0.9986808,0.00013421781,0.00036101515,0.0005133943,0.00016774793,0.0001428596],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013660217,0.00037484002,0.00033136006,0.00016213361,0.00045151723,0.0017714122,0.001316606,0.00037641264,0.0004501831],"category_scores_gemma":[0.00016219445,0.00027816845,0.000112386886,0.00019802476,0.0005206543,0.000944794,0.00010764251,0.00040800511,0.00004796934],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048372305,0.00008937403,0.00046774597,0.000094148425,0.000071404545,0.00012851594,0.06806233,0.000015790007,0.0000030609979,0.60252494,0.29227245,0.036221866],"study_design_scores_gemma":[0.00030639686,0.000042555665,0.000055695884,0.00008186052,0.00004369122,0.0000011973707,0.021243349,0.000009408885,0.0000013259928,0.014708119,0.96313584,0.00037054997],"about_ca_topic_score_codex":0.0003656163,"about_ca_topic_score_gemma":0.01884462,"teacher_disagreement_score":0.6708634,"about_ca_system_score_codex":0.00031407204,"about_ca_system_score_gemma":0.0002813863,"threshold_uncertainty_score":0.99996704},"labels":[],"label_agreement":null},{"id":"W4361279129","doi":"10.18280/ijsse.130113","title":"Developing a Crowdsourcing-Based Disaster Relief Model Based on Public Participation","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Lampung","keywords":"Crowdsourcing; Emergency management; Poison control; Business; Computer science; Computer security; Transport engineering; Engineering; Environmental health; Medicine; World Wide Web; Economic growth; Economics","score_opus":0.02561195082152733,"score_gpt":0.3004471895086014,"score_spread":0.27483523868707405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361279129","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":[0.54227054,0.000049417456,0.41542673,0.03550232,0.0014054275,0.0001583411,0.000009212895,0.0001251348,0.0050528683],"genre_scores_gemma":[0.99882406,0.00006394457,0.00057680305,0.0002880484,0.00016238392,0.0000018349075,0.0000039233623,0.000006496839,0.000072487375],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989303,0.00002689616,0.00024699047,0.00008853586,0.0005380681,0.00016921111],"domain_scores_gemma":[0.9994796,0.000139554,0.0001009781,0.00004595505,0.00015172361,0.00008219926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006786128,0.00007191015,0.00009627285,0.00028781683,0.000110495246,0.00013750292,0.00022623851,0.000038725364,0.000015406933],"category_scores_gemma":[0.00029222976,0.000067032,0.00005452412,0.00020299872,0.000041020754,0.00031310486,0.000031340674,0.00011568124,0.0000048200927],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014076693,0.000055090706,0.001284432,0.000030876963,0.00004201153,0.00003205364,0.0066236667,0.92634165,0.000060517414,0.060396515,0.00017290456,0.004819537],"study_design_scores_gemma":[0.00046133608,0.0000349331,0.0031410113,0.0001925428,0.0000078943385,6.412462e-7,0.0005426212,0.9815938,0.000032873206,0.00087717746,0.013006282,0.000108882356],"about_ca_topic_score_codex":0.0000076188985,"about_ca_topic_score_gemma":0.00003241587,"teacher_disagreement_score":0.45655355,"about_ca_system_score_codex":0.000098345445,"about_ca_system_score_gemma":0.000096474585,"threshold_uncertainty_score":0.27334857},"labels":[],"label_agreement":null},{"id":"W4361747290","doi":"10.1007/978-3-031-22112-5","title":"Disaster Risk Reduction for Resilience","year":2023,"lang":"en","type":"book","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"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":"Resilience (materials science); Disaster risk reduction; Reduction (mathematics); Environmental planning; Geography; Materials science; Mathematics","score_opus":0.02610601665773976,"score_gpt":0.3154303673906695,"score_spread":0.2893243507329297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361747290","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000051725474,0.000049024035,0.0015173785,0.0005419356,0.0021633203,0.0009010072,0.000023934277,0.00029977478,0.9944519],"genre_scores_gemma":[0.00023506823,0.00052526686,0.00023424192,0.00004087059,0.0013252089,0.00007438801,0.000031576248,0.000032937027,0.9975004],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983828,0.000065907465,0.0002182015,0.0004594785,0.0004893856,0.0003841918],"domain_scores_gemma":[0.9992159,0.00015836731,0.0001782839,0.00027618822,0.00007866394,0.00009257438],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006797607,0.0001661577,0.00018574989,0.00013924514,0.0006176001,0.00016840374,0.00050124613,0.00021672541,0.00034615595],"category_scores_gemma":[0.00017350157,0.000145507,0.00015627083,0.0001576355,0.00047444916,0.00021870843,0.000097631244,0.00014560875,0.00092764024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012140578,0.000011175416,0.000010873368,0.000043992197,0.000022449767,0.00000101602,0.0033604952,0.000015464373,0.0000016134069,0.12721913,0.8473918,0.021909878],"study_design_scores_gemma":[0.00008811141,0.000034000393,0.000035211346,0.00006457909,0.0000570445,8.6618165e-8,0.0045895977,0.000018663595,0.0000014706377,0.072906695,0.92198324,0.00022129045],"about_ca_topic_score_codex":0.00019283088,"about_ca_topic_score_gemma":0.0015125556,"teacher_disagreement_score":0.07459148,"about_ca_system_score_codex":0.00014286303,"about_ca_system_score_gemma":0.00025446105,"threshold_uncertainty_score":0.9998503},"labels":[],"label_agreement":null},{"id":"W4361750678","doi":"10.1007/978-3-031-21544-5_44","title":"Collective Leadership and Its Contribution to Community Resiliency in Salinas, Ecuador","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Collective leadership; Sociology; Psychology; Political science; Geography; Archaeology","score_opus":0.09940812361953481,"score_gpt":0.3213343542071803,"score_spread":0.2219262305876455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361750678","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00454751,0.00016844587,0.000012377413,0.001966798,0.0002333126,0.0010867047,0.000016540429,0.0001232164,0.9918451],"genre_scores_gemma":[0.22852832,0.00015074172,0.000007286573,0.00029025032,0.000058038742,0.000018099448,0.0000104029195,0.00001446494,0.77092236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99849415,0.00022837438,0.0002318863,0.00028055336,0.00039344557,0.0003715985],"domain_scores_gemma":[0.9991566,0.00033113526,0.000078638805,0.0001772929,0.00012101516,0.00013532181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012049368,0.00018288752,0.00027064062,0.00031412358,0.00059668976,0.00009857014,0.00036955657,0.00025403145,0.00022200603],"category_scores_gemma":[0.00042244626,0.000179485,0.00004676391,0.00023948276,0.00023707573,0.00018269772,0.00022259695,0.00041727544,0.00034642307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006366556,0.000037665548,0.00026581797,0.00006698701,0.000027326354,0.000027231312,0.022630135,0.0000042503257,0.000007627793,0.9664119,0.007792105,0.0026652745],"study_design_scores_gemma":[0.0025861177,0.0010534066,0.035192873,0.0026870319,0.00020228214,0.0000014594011,0.15448752,0.00007325219,0.00011159085,0.4725207,0.32805088,0.0030328815],"about_ca_topic_score_codex":0.0011774958,"about_ca_topic_score_gemma":0.056531057,"teacher_disagreement_score":0.4938912,"about_ca_system_score_codex":0.00034240878,"about_ca_system_score_gemma":0.00022328153,"threshold_uncertainty_score":0.9606848},"labels":[],"label_agreement":null},{"id":"W4361977710","doi":"10.1515/9781531503123-009","title":"7. Reporting Reconnaissance to the Public: A Comparative Analysis of Canadian and American Strategies","year":2023,"lang":"en","type":"book-chapter","venue":"Fordham University Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Political science","score_opus":0.13500505761970524,"score_gpt":0.30662338159679753,"score_spread":0.17161832397709229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361977710","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028163039,0.000012221314,0.000031123163,0.0005402338,0.000078207275,0.0003325767,0.00006506678,0.000039216615,0.99608505],"genre_scores_gemma":[0.19039568,0.00007162036,0.000036658683,0.000026493206,0.000025577834,9.152242e-7,0.000008061629,0.0000059377503,0.80942905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888444,0.000056870995,0.00025131673,0.00029130827,0.0002577466,0.00025829172],"domain_scores_gemma":[0.99861014,0.00008404825,0.0007249263,0.00025067857,0.00013725364,0.00019297992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004239838,0.00013130852,0.0003867573,0.00093299424,0.00054262613,0.00013991952,0.00047035716,0.00006316385,0.00001911204],"category_scores_gemma":[0.000039268918,0.00011925477,0.00012096555,0.0002469766,0.00087788445,0.00011927744,0.00017274276,0.00012676549,0.000002500108],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000090533285,0.0000016976553,0.00012024146,0.00001043729,0.00060769665,0.000034537876,0.016841514,0.000049043196,4.7025347e-7,0.9758354,0.0038260554,0.0026638838],"study_design_scores_gemma":[0.000030216499,0.000022992173,0.0008392465,0.000032874017,0.00036192685,1.21502e-7,0.041594297,0.0000383682,5.3626076e-7,0.0002914676,0.9566414,0.00014658408],"about_ca_topic_score_codex":0.26859462,"about_ca_topic_score_gemma":0.8930369,"teacher_disagreement_score":0.9755439,"about_ca_system_score_codex":0.00007326926,"about_ca_system_score_gemma":0.00026221783,"threshold_uncertainty_score":0.73627585},"labels":[],"label_agreement":null},{"id":"W4362470072","doi":"10.1142/s2689980923500070","title":"Modern Bugles: Fostering Collaborative Fire Department Relationships Through Communication in Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Emergency Management and Disaster Communications","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":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Stakeholder; Public relations; Context (archaeology); Government (linguistics); Emergency management; Political science; Conceptual framework; Business; Public administration; Knowledge management; Sociology; Geography; Computer science","score_opus":0.10336320853567435,"score_gpt":0.34251161872642005,"score_spread":0.2391484101907457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362470072","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":[0.6379176,0.011200296,0.00075318484,0.02471312,0.0009936072,0.001366311,0.000020526897,0.00006591243,0.32296944],"genre_scores_gemma":[0.9638903,0.032673735,0.0011699353,0.00005344969,0.000023510212,0.000036225676,0.00001638433,0.000008718568,0.002127755],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981997,0.00047586407,0.0005964739,0.000117738964,0.00038024003,0.00022995197],"domain_scores_gemma":[0.9987853,0.0001550834,0.00030360406,0.00056192215,0.000120636774,0.00007342279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007718235,0.000107395455,0.00016039518,0.00014454097,0.00069669494,0.000061761,0.00090156286,0.00002925744,0.000046124227],"category_scores_gemma":[0.00006106302,0.000104227656,0.000044009023,0.0009930502,0.00011205347,0.00069897185,0.0006966397,0.00018342238,0.000008033792],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011221315,0.00060745806,0.2984735,0.00027244576,0.0005506187,0.000048316862,0.28630966,0.004377995,0.000018197585,0.2138404,0.10336199,0.0920272],"study_design_scores_gemma":[0.0011624624,0.000062169005,0.15568347,0.00046963457,0.00017791978,0.0000012293664,0.4898869,0.0059164343,0.0000017113016,0.06554016,0.28058243,0.0005154651],"about_ca_topic_score_codex":0.038811337,"about_ca_topic_score_gemma":0.7478013,"teacher_disagreement_score":0.7089899,"about_ca_system_score_codex":0.00020619082,"about_ca_system_score_gemma":0.00015893312,"threshold_uncertainty_score":0.9675893},"labels":[],"label_agreement":null},{"id":"W4362512811","doi":"10.22215/etd/2022-15389","title":"An Examination of Social Capital and Communications in Municipal Emergency Management","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","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":true,"ca_institutions":"Carleton University","funders":"","keywords":"Emergency management; Government (linguistics); Public relations; Preparedness; Business; Social capital; Local government; Political science; Public administration","score_opus":0.0253832908403629,"score_gpt":0.36812557268813806,"score_spread":0.34274228184777517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362512811","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":[0.5355305,0.00011295496,0.000001056042,0.00005737133,0.00015085025,0.00024135223,0.0000030822803,0.000013263657,0.46388954],"genre_scores_gemma":[0.9376613,0.0013004212,0.00008741852,0.000005532183,0.00001846463,0.000071049704,0.00039597382,0.000007684426,0.060452156],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9987807,0.00029496668,0.0002517057,0.00017774705,0.00035568827,0.00013917875],"domain_scores_gemma":[0.99954724,0.000015582042,0.00014143599,0.00023633317,0.00003266604,0.000026760756],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005541449,0.000085717926,0.00012415899,0.00024604713,0.00041865816,0.000025608562,0.00063801475,0.00006914137,0.001534762],"category_scores_gemma":[0.00000799153,0.000097022545,0.000031673644,0.00033650894,0.00010914585,0.00021021048,0.000112138354,0.00011276445,0.0000022255383],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010259222,0.00028923736,0.00068689784,0.00012077332,0.000024979268,0.0000012788335,0.44122022,0.000002646438,0.000017812736,0.5034894,0.00019519129,0.053941343],"study_design_scores_gemma":[0.00012382118,0.000027332817,0.25747737,0.0000103574475,0.000032928336,1.3158881e-8,0.7341822,0.00007058862,0.0000013221128,0.0011573647,0.006784788,0.00013189758],"about_ca_topic_score_codex":0.0019965367,"about_ca_topic_score_gemma":0.074358985,"teacher_disagreement_score":0.502332,"about_ca_system_score_codex":0.00005025106,"about_ca_system_score_gemma":0.00001989883,"threshold_uncertainty_score":0.99937797},"labels":[],"label_agreement":null},{"id":"W4362712545","doi":"10.19080/asm.2022.08.555728","title":"Natural Disasters and Sustainability: Can Private Capital Finance Community Recovery?","year":2022,"lang":"en","type":"article","venue":"Annals of Social Sciences & Management studies","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":"Toronto Metropolitan University","funders":"","keywords":"Annals; Sustainability; Natural disaster; Cover (algebra); Private finance initiative; Social capital; Disaster recovery; Private capital; Sociology; Political science; Social science; Public administration; Private sector; Economics; Economic growth; Geography; Engineering","score_opus":0.06197378420181301,"score_gpt":0.37890469467835175,"score_spread":0.31693091047653876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362712545","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":[0.94485915,0.0010891972,0.000004233312,0.021333141,0.00042385023,0.0005155105,0.000012464817,0.000038511676,0.03172394],"genre_scores_gemma":[0.990294,0.0016467108,0.00004367651,0.00083437393,0.000042137028,0.00006435432,0.0000021801861,0.0000047531507,0.0070678396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99741495,0.0006196816,0.00026205956,0.0003113569,0.0008510014,0.0005409618],"domain_scores_gemma":[0.99932134,0.0001576789,0.0002175431,0.00014675639,0.00012262887,0.00003404836],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002819148,0.00014724987,0.00026302796,0.00015428447,0.0070993644,0.00010728961,0.00080908916,0.000017981823,0.000025100906],"category_scores_gemma":[0.0001480517,0.00013844486,0.00009101235,0.00097273214,0.0036732913,0.0004206016,0.001804953,0.0001818112,9.711256e-7],"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":[0.00006926936,0.00032448448,0.008925781,0.0003468468,0.00032227568,0.000013459845,0.3074602,0.0002986242,0.0000031897857,0.62350667,0.016087567,0.042641662],"study_design_scores_gemma":[0.00016927488,0.00021012257,0.024420483,0.000017300426,0.000033371864,1.3425704e-7,0.8213875,0.000009039617,0.0000043953296,0.09780029,0.055713233,0.00023482283],"about_ca_topic_score_codex":0.0020183148,"about_ca_topic_score_gemma":0.0021537673,"teacher_disagreement_score":0.52570635,"about_ca_system_score_codex":0.00011165815,"about_ca_system_score_gemma":0.00005005683,"threshold_uncertainty_score":0.99903816},"labels":[],"label_agreement":null},{"id":"W4366429135","doi":"10.1111/1467-8500.12585","title":"Policy‐making, policy‐taking, and policy‐shaping: Local government responses to the COVID‐19 pandemic","year":2023,"lang":"en","type":"article","venue":"Australian Journal of Public Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":15,"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":"Government (linguistics); Public administration; Social distance; Central government; Local government; Unitary state; Corporate governance; Pandemic; Emergency management; Public policy; Distancing; Political science; Coronavirus disease 2019 (COVID-19); Economic growth; Business; Economics; Law; Finance","score_opus":0.1653942114242923,"score_gpt":0.43629433478860685,"score_spread":0.27090012336431457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366429135","genre_codex":"commentary","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":[0.37312272,0.000027048385,0.0026757224,0.61380553,0.0003327052,0.00040045028,0.000024401077,0.00008450609,0.009526872],"genre_scores_gemma":[0.97687817,0.00010692801,0.00007605371,0.0026660983,0.0014710198,0.0000076532215,0.0000021375265,0.000011247092,0.018780667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971144,0.0004947731,0.0004915529,0.00020995007,0.0011300419,0.0005592891],"domain_scores_gemma":[0.9983288,0.00021654747,0.0005506355,0.00019111462,0.00010806761,0.0006048126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032103716,0.00015405388,0.00017578616,0.00046349593,0.00068946666,0.00065076683,0.00062380213,0.000098289995,0.00008063363],"category_scores_gemma":[0.0046468433,0.00011726359,0.00008977356,0.0015683214,0.0005044702,0.00057014707,0.000110464,0.00020459876,0.000032692627],"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":[0.00034365064,0.00015928285,0.099710055,0.00006965558,0.00017263976,0.00018388258,0.035842095,0.00022550933,0.00032973985,0.6756832,0.096861884,0.09041843],"study_design_scores_gemma":[0.00043144822,0.0005157004,0.07574853,0.000051381798,0.000029473826,0.00013543146,0.039068323,0.000025452859,0.000019169305,0.0052176444,0.8785204,0.0002370348],"about_ca_topic_score_codex":0.0004432812,"about_ca_topic_score_gemma":0.0022804209,"teacher_disagreement_score":0.78165853,"about_ca_system_score_codex":0.0005761239,"about_ca_system_score_gemma":0.0025757179,"threshold_uncertainty_score":0.627536},"labels":[],"label_agreement":null},{"id":"W4366596022","doi":"10.3389/fsoc.2023.983972","title":"Challenges and opportunities in rapid disaster research: lessons from the field in New Mexico and Vanuatu","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Université du Québec à Montréal","funders":"American Philosophical Society; U.S. Department of Health and Human Services","keywords":"Software deployment; Public relations; Population; Mental health; Political science; Economic growth; Sociology; Medicine; Environmental health; Engineering","score_opus":0.27995989736259147,"score_gpt":0.41771734210116274,"score_spread":0.13775744473857127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366596022","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":[0.70893747,0.020534359,0.00002785354,0.22481887,0.00072913244,0.00031822294,0.0000032063786,0.000026915734,0.044603962],"genre_scores_gemma":[0.93036866,0.064715795,0.00008262804,0.0008527451,0.00012491406,0.000023469747,0.0000037535635,0.000005844422,0.0038221825],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99825066,0.00085116114,0.00013262079,0.00024278728,0.00014370054,0.00037907794],"domain_scores_gemma":[0.99873793,0.0010646515,0.000023366038,0.000115043375,0.000008225844,0.000050797968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017022501,0.00006809632,0.00016223769,0.00018188894,0.0001321734,0.000026774116,0.00025800863,0.00014388599,0.000024541465],"category_scores_gemma":[0.0003137072,0.00005340918,0.000014173885,0.00015439173,0.0014550734,0.00012915934,0.00020567929,0.00027840966,0.000003746261],"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":[0.000029764238,0.000018145965,0.10715515,0.0000087254475,0.000011948754,0.000032034954,0.4864,0.0000015642285,0.0000021104297,0.04109967,0.09210917,0.2731317],"study_design_scores_gemma":[0.00030488326,0.000032384894,0.194208,0.000036269383,0.0000021065998,5.3691124e-8,0.5848582,0.000044481687,5.351648e-7,0.1461904,0.074245885,0.00007683505],"about_ca_topic_score_codex":0.0018136491,"about_ca_topic_score_gemma":0.020549854,"teacher_disagreement_score":0.27305487,"about_ca_system_score_codex":0.000030293753,"about_ca_system_score_gemma":0.00007226679,"threshold_uncertainty_score":0.99732256},"labels":[],"label_agreement":null},{"id":"W4367053405","doi":"10.1080/10510974.2023.2204240","title":"You Are Here: Narrative Construction of Identity and Community Resilience in Newfoundland during and after 9/11","year":2023,"lang":"en","type":"article","venue":"Communication Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Storytelling; Identity (music); Resilience (materials science); Function (biology); Narrative inquiry; Social psychology; Sociology; Psychological resilience; Community resilience; Psychology; Aesthetics; Computer science; Literature; Art; Biology; Physics","score_opus":0.06073209801681554,"score_gpt":0.37029396233954026,"score_spread":0.3095618643227247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367053405","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":[0.9953009,0.0018197559,0.0000025973438,0.0010236532,0.000039666007,0.00013362485,0.0000013518231,0.000026146698,0.001652299],"genre_scores_gemma":[0.9897867,0.009696515,0.00007512606,0.000012298625,0.0000058166465,0.000021740718,8.297941e-7,0.0000020916862,0.00039887594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893844,0.0005940941,0.00015158475,0.00008488886,0.0001325709,0.00009843007],"domain_scores_gemma":[0.99932355,0.00024134075,0.000104437364,0.00023125391,0.00007923587,0.000020176158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008472242,0.00005376756,0.000129029,0.00009015034,0.00089748326,0.000043242813,0.00019350463,0.000024673698,0.000003301798],"category_scores_gemma":[0.00031494012,0.000051246592,0.000010398688,0.00041559106,0.0014605612,0.000451481,0.0005082042,0.00011352104,0.0000014378177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000111195,0.000015552698,0.840737,0.000056091947,0.000010669058,4.6909258e-7,0.15639652,0.000002491943,0.000020103054,0.0021807007,0.000018514074,0.00055079104],"study_design_scores_gemma":[0.00010765643,0.000004910127,0.594993,0.000080877304,0.0000038224225,1.5285573e-7,0.40225694,0.0000045559873,0.0000031044387,0.0024133618,0.00009805398,0.000033591063],"about_ca_topic_score_codex":0.0023447515,"about_ca_topic_score_gemma":0.13134472,"teacher_disagreement_score":0.24586041,"about_ca_system_score_codex":0.000035657376,"about_ca_system_score_gemma":0.000008743491,"threshold_uncertainty_score":0.884506},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.022176245730373946,"score_gpt":0.3377902856998178,"score_spread":0.3156140399694438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367053697","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":[0.94884986,0.00006671842,0.014116846,0.029936781,0.00043342356,0.0010629827,0.000025550546,0.000013131131,0.005494731],"genre_scores_gemma":[0.9984646,0.000047973503,0.000605347,0.00036324243,0.00017497937,0.000051263334,0.0000015341751,0.0000079655765,0.00028312954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9968298,0.00024239653,0.0006216097,0.00018034775,0.0017243904,0.00040143062],"domain_scores_gemma":[0.9988812,0.0004633339,0.0002940137,0.00019962028,0.000060922193,0.000100907884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025245817,0.0001138743,0.0001712148,0.00034583564,0.00017743192,0.00011371714,0.0016719005,0.00004775381,0.00003275421],"category_scores_gemma":[0.00035810415,0.00006913561,0.00016043705,0.0003877336,0.00058882864,0.00021834673,0.00023293577,0.00015074879,0.000011140163],"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":[0.0032088456,0.0024613384,0.117017575,0.00017715296,0.00052446016,0.00021813012,0.23878908,0.035248276,0.01343054,0.4037818,0.026182685,0.1589601],"study_design_scores_gemma":[0.0045534666,0.002032663,0.3742375,0.0015549153,0.00026070783,0.0000672485,0.33309412,0.0009781509,0.0017544819,0.085238844,0.19521722,0.0010106781],"about_ca_topic_score_codex":0.00006415755,"about_ca_topic_score_gemma":0.000110969486,"teacher_disagreement_score":0.31854296,"about_ca_system_score_codex":0.00030379125,"about_ca_system_score_gemma":0.00011790497,"threshold_uncertainty_score":0.3106835},"labels":[],"label_agreement":null},{"id":"W4367303038","doi":"10.51952/9781529222920.fm001","title":"Front Matter","year":2023,"lang":"en","type":"paratext","venue":"Bristol University Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; University of the Philippines; University of Bristol; University of Lethbridge; University of the Philippines Visayas; United Nations Population Fund","keywords":"Front (military); Geology; Oceanography","score_opus":0.02777213404644083,"score_gpt":0.25552605783139276,"score_spread":0.22775392378495193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367303038","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011890625,0.00007771302,0.0001453978,0.00012133495,0.0021792813,0.0003704342,0.00007269047,0.000118141375,0.9967961],"genre_scores_gemma":[0.00047284717,0.00019645251,0.000028153747,0.00009955826,0.0003075943,0.0000014424744,0.000033173576,0.000023390423,0.9988374],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984586,0.00020467873,0.0001106208,0.00040726652,0.00041336686,0.00040544974],"domain_scores_gemma":[0.9993184,0.00004335713,0.0001369404,0.00030906923,0.00005859737,0.00013363823],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013882326,0.00018406505,0.00023965728,0.00015580688,0.00057877536,0.00014708811,0.0009999438,0.00025807557,0.0031212831],"category_scores_gemma":[0.000006601087,0.00021505791,0.00013711858,0.000036930764,0.00044761488,0.000112200134,0.000419835,0.00022626069,0.040232066],"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":[0.000015401729,0.000010696377,0.0000071576046,0.00005690696,0.00004409871,0.000059891965,0.0027402942,0.000006234887,8.8143e-7,0.0033536244,0.99280363,0.0009011757],"study_design_scores_gemma":[0.00013642575,0.0000066624752,0.00006484439,0.00007432306,0.00005827712,1.3840115e-7,0.002568957,0.0000034852037,0.0000024796775,0.000014238301,0.99680805,0.00026209434],"about_ca_topic_score_codex":0.01293015,"about_ca_topic_score_gemma":0.00094969437,"teacher_disagreement_score":0.037110783,"about_ca_system_score_codex":0.00018052019,"about_ca_system_score_gemma":0.0001383686,"threshold_uncertainty_score":0.99779},"labels":[],"label_agreement":null},{"id":"W4367678001","doi":"10.1108/dpm-11-2022-0222","title":"The blame game: disaster, queerness and prejudice","year":2023,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Blame; Queer; Harm; Prejudice (legal term); Sexual orientation; Value (mathematics); Narrative; Sociology; Social psychology; Gender studies; Criminology; Political science; Public relations; Psychology","score_opus":0.0212668545578315,"score_gpt":0.35698451494673267,"score_spread":0.33571766038890116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367678001","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":[0.87053907,0.00026736743,0.003514718,0.0111333225,0.003793743,0.0007161716,0.0000045873585,0.00018220655,0.1098488],"genre_scores_gemma":[0.8915309,0.0104274135,0.000092183,0.00031902024,0.0005159447,0.000033894044,0.000016742804,0.000014094156,0.097049825],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984005,0.00020731777,0.00024330859,0.00022336934,0.0006496429,0.00027587425],"domain_scores_gemma":[0.99948186,0.000046548837,0.00013138258,0.00012120125,0.00008002052,0.00013898507],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010580419,0.00010993642,0.00007991848,0.00016297276,0.0007005446,0.0014525157,0.0005220619,0.000032079126,0.00008693228],"category_scores_gemma":[0.000027761149,0.00008331874,0.000055001787,0.00016746542,0.00029201742,0.0010238937,0.00030285638,0.00010276323,0.00003917681],"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":[0.00011023073,0.00014097066,0.008382523,0.000034613873,0.0003452913,0.00006880461,0.025151437,0.000021070748,0.000015062897,0.35566494,0.00837006,0.601695],"study_design_scores_gemma":[0.0012655486,0.00009071216,0.09964279,0.0001696778,0.00007973507,0.000017042124,0.08173578,0.0007807526,0.0000018971159,0.041138135,0.7747807,0.0002972128],"about_ca_topic_score_codex":0.000024870202,"about_ca_topic_score_gemma":0.00031494608,"teacher_disagreement_score":0.76641065,"about_ca_system_score_codex":0.00003474197,"about_ca_system_score_gemma":0.00001547597,"threshold_uncertainty_score":0.9995841},"labels":[],"label_agreement":null},{"id":"W4367681921","doi":"10.47389/38.2.36","title":"Incorporating First Nations knowledges into disaster management plans: an analysis","year":2023,"lang":"en","type":"article","venue":"Australian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Local government; Emergency management; Government (linguistics); Public relations; Political science; Environmental planning; Public administration; Environmental resource management; Business; Geography; Economics; Law","score_opus":0.04697869138995551,"score_gpt":0.3603693482748153,"score_spread":0.3133906568848598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367681921","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":[0.5796059,0.00017894358,0.005499694,0.013001416,0.008037051,0.0016758828,0.000019670351,0.00037915458,0.39160228],"genre_scores_gemma":[0.93883497,0.0015400284,0.0015216751,0.000024908852,0.00034463816,0.000025285677,0.000020087144,0.00001804052,0.057670355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99712235,0.00020503899,0.00087154907,0.00033865732,0.00096201344,0.0005003753],"domain_scores_gemma":[0.99868107,0.000041749365,0.0004826171,0.00035604613,0.00017046521,0.00026805175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015886493,0.00021546126,0.00029110114,0.0018101293,0.0010091355,0.00016602961,0.001065843,0.000057069745,0.0011392643],"category_scores_gemma":[0.000043289965,0.00019855644,0.0003143039,0.0045812447,0.00013299205,0.00094229804,0.00021217363,0.0001308409,0.00023588249],"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":[0.00011950525,0.0014075265,0.20757553,0.0013610404,0.010497943,0.0012238865,0.086424954,0.048551183,0.00003275164,0.4321272,0.16139878,0.049279697],"study_design_scores_gemma":[0.0010028897,0.0003767542,0.2016145,0.00040225132,0.0042520375,0.0000013968198,0.34400326,0.0008613711,0.000017547705,0.018751225,0.4275732,0.0011435369],"about_ca_topic_score_codex":0.00013765352,"about_ca_topic_score_gemma":0.009866132,"teacher_disagreement_score":0.41337597,"about_ca_system_score_codex":0.000116735035,"about_ca_system_score_gemma":0.00001870054,"threshold_uncertainty_score":0.9997738},"labels":[],"label_agreement":null},{"id":"W4367839956","doi":"10.32920/22750709.v1","title":"Thunder Bay: Local news is important for conversations on reconciliation","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Political science; Law; History; Archaeology","score_opus":0.09340500595036492,"score_gpt":0.35720382946605317,"score_spread":0.26379882351568823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367839956","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010886877,0.00006752238,0.14935748,0.101020806,0.009844914,0.0051011546,0.00019838117,0.0010037897,0.72251904],"genre_scores_gemma":[0.59188664,0.0006641415,0.0010255318,0.0049658646,0.000868644,0.0004191273,0.00017818635,0.00004348532,0.3999484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985945,0.00005242431,0.00027931968,0.0004284997,0.0003859049,0.00025932942],"domain_scores_gemma":[0.99927795,0.00012807352,0.00016246452,0.00026018723,0.00009376324,0.000077556426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005352113,0.00013165972,0.00015539062,0.00010441166,0.00029940248,0.00018224605,0.00032293785,0.00019653556,0.0007318558],"category_scores_gemma":[0.00011213353,0.000117755604,0.0001441358,0.00013904691,0.00016609674,0.000097513264,0.00015381446,0.00013066125,0.00027734568],"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":[0.000056413366,0.00010248171,0.007853075,0.00017607819,0.00015590286,0.0000029834302,0.023505555,0.00062102766,0.0000023632606,0.34333202,0.58907306,0.035119068],"study_design_scores_gemma":[0.0007692835,0.00019024855,0.009249335,0.00024555443,0.00017189604,5.8069098e-8,0.13884963,0.011233266,0.00005052034,0.28041816,0.5578408,0.0009812177],"about_ca_topic_score_codex":0.003955041,"about_ca_topic_score_gemma":0.02854765,"teacher_disagreement_score":0.58099973,"about_ca_system_score_codex":0.00013799011,"about_ca_system_score_gemma":0.00027327324,"threshold_uncertainty_score":0.98917884},"labels":[],"label_agreement":null},{"id":"W4367840724","doi":"10.32920/22750709","title":"Thunder Bay: Local news is important for conversations on reconciliation","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Thunder; Political science; Law; History; Geography; Archaeology","score_opus":0.09340500595036492,"score_gpt":0.35720382946605317,"score_spread":0.26379882351568823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367840724","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010886877,0.00006752238,0.14935748,0.101020806,0.009844914,0.0051011546,0.00019838117,0.0010037897,0.72251904],"genre_scores_gemma":[0.59188664,0.0006641415,0.0010255318,0.0049658646,0.000868644,0.0004191273,0.00017818635,0.00004348532,0.3999484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985945,0.00005242431,0.00027931968,0.0004284997,0.0003859049,0.00025932942],"domain_scores_gemma":[0.99927795,0.00012807352,0.00016246452,0.00026018723,0.00009376324,0.000077556426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005352113,0.00013165972,0.00015539062,0.00010441166,0.00029940248,0.00018224605,0.00032293785,0.00019653556,0.0007318558],"category_scores_gemma":[0.00011213353,0.000117755604,0.0001441358,0.00013904691,0.00016609674,0.000097513264,0.00015381446,0.00013066125,0.00027734568],"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":[0.000056413366,0.00010248171,0.007853075,0.00017607819,0.00015590286,0.0000029834302,0.023505555,0.00062102766,0.0000023632606,0.34333202,0.58907306,0.035119068],"study_design_scores_gemma":[0.0007692835,0.00019024855,0.009249335,0.00024555443,0.00017189604,5.8069098e-8,0.13884963,0.011233266,0.00005052034,0.28041816,0.5578408,0.0009812177],"about_ca_topic_score_codex":0.003955041,"about_ca_topic_score_gemma":0.02854765,"teacher_disagreement_score":0.58099973,"about_ca_system_score_codex":0.00013799011,"about_ca_system_score_gemma":0.00027327324,"threshold_uncertainty_score":0.98917884},"labels":[],"label_agreement":null},{"id":"W4372348757","doi":"10.18280/ijsdp.180411","title":"Urban Resilience and Poverty in Malaysia","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Higher Education, Malaysia","keywords":"Resilience (materials science); Poverty; Environmental planning; Urban resilience; Geography; Urban poverty; Environmental resource management; Urban planning; Economic growth; Environmental science; Economics; Civil engineering; Engineering","score_opus":0.01471343539275885,"score_gpt":0.29059090636545154,"score_spread":0.27587747097269266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372348757","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":[0.98600924,0.00017937199,0.0000498805,0.0010848809,0.00021435738,0.000052319156,1.6437262e-7,0.000009278509,0.012400515],"genre_scores_gemma":[0.9900699,0.00017144842,0.00028594775,0.000110912224,0.00009514514,0.0000013899413,8.7963633e-7,0.0000026026162,0.009261738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991287,0.000030394054,0.00019784577,0.00008215272,0.0003637061,0.00019718276],"domain_scores_gemma":[0.99959826,0.00008595016,0.00009452341,0.000019371162,0.00014475945,0.000057132223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086123846,0.00005117718,0.00007660152,0.00041310853,0.00012827861,0.00014791099,0.00019638192,0.000025864663,0.00001381022],"category_scores_gemma":[0.00020757418,0.00004529206,0.000010758288,0.00025544944,0.0000618893,0.00045821373,0.000098627155,0.00007875355,0.0000023694656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014608013,0.000034742992,0.74783045,0.000043478587,0.00006172564,0.0052281725,0.17407401,0.000530205,0.00003698524,0.031397816,0.01948167,0.021134645],"study_design_scores_gemma":[0.0005214732,0.000020561387,0.5019445,0.00019053154,0.0000039654788,0.000011075927,0.32361266,0.000202261,0.00003299581,0.002294845,0.17102842,0.00013671443],"about_ca_topic_score_codex":0.000056854267,"about_ca_topic_score_gemma":0.000014575927,"teacher_disagreement_score":0.24588597,"about_ca_system_score_codex":0.00006891893,"about_ca_system_score_gemma":0.00012951354,"threshold_uncertainty_score":0.18469566},"labels":[],"label_agreement":null},{"id":"W4376115228","doi":"10.18778/1733-8077.19.2.07","title":"Petre, Caitlin. 2021. All the News That’s Fit to Click: How Metrics Are Transforming the Work of Journalists. Princeton, Oxford: Princeton University Press","year":2023,"lang":"en","type":"article","venue":"Qualitative Sociology Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Work (physics); Sociology; Media studies; Engineering; Mechanical engineering","score_opus":0.19960323473174463,"score_gpt":0.4234128617021944,"score_spread":0.22380962697044976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376115228","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19819377,0.101780884,0.0018323911,0.61897993,0.0017458086,0.00743234,0.00012375177,0.00022614822,0.06968499],"genre_scores_gemma":[0.28056604,0.6352079,0.00033454923,0.0061595403,0.00036279255,0.000085608226,0.000018217048,0.00003593188,0.07722947],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99456567,0.0038653074,0.00031717174,0.0003098977,0.00047109093,0.00047085085],"domain_scores_gemma":[0.99698687,0.0019545287,0.00045548048,0.00032159095,0.00017798295,0.00010356678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060729245,0.00017349869,0.0004850575,0.000087160995,0.00070915645,0.000041442945,0.0011807842,0.000101662736,0.000074297874],"category_scores_gemma":[0.0011114923,0.00010179147,0.00027025613,0.0014384582,0.0012672861,0.00021498973,0.00019158599,0.00033017254,0.000032058742],"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":[0.00004839241,0.000101472404,0.007498769,0.0012420984,0.00045939663,0.000020462629,0.6600835,0.000033771747,0.0000035939524,0.16013803,0.12890728,0.041463275],"study_design_scores_gemma":[0.0001110111,0.000033059565,0.0023874335,0.00047354642,0.00010847483,1.9486076e-7,0.19818409,0.0000015187215,0.0000015562174,0.0005104702,0.7980682,0.000120397315],"about_ca_topic_score_codex":0.00026008324,"about_ca_topic_score_gemma":0.00045718063,"teacher_disagreement_score":0.66916096,"about_ca_system_score_codex":0.00010421028,"about_ca_system_score_gemma":0.00010253435,"threshold_uncertainty_score":0.545433},"labels":[],"label_agreement":null},{"id":"W4376957261","doi":"10.1108/pap-06-2023-125","title":"Introduction to the special issue","year":2023,"lang":"en","type":"article","venue":"Public Administration and Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Danish International Development Agency; Hong Kong Government; Canadian Food Inspection Agency; United States Agency for International Development","keywords":"Computer science","score_opus":0.026092474985329312,"score_gpt":0.34840517577637803,"score_spread":0.32231270079104873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376957261","genre_codex":"commentary","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":[0.012779053,0.0000020954212,0.000032228472,0.754573,0.00050285395,0.00013530781,0.0000016460363,0.00006428325,0.23190954],"genre_scores_gemma":[0.7965511,0.00007653195,0.000014135064,0.0018695982,0.053306233,0.000017889004,0.000010281107,0.000003114171,0.14815113],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941945,0.000057351623,0.00007111466,0.000112682384,0.00017105827,0.0001683447],"domain_scores_gemma":[0.9997535,0.000019722802,0.000020242776,0.00008543513,0.000025672449,0.00009544761],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038354742,0.000037525395,0.000033209963,0.00010697614,0.00046444204,0.0003030924,0.000120987956,0.000021585343,0.00063081],"category_scores_gemma":[0.0003010102,0.000027920934,0.000012146346,0.00080510246,0.0001097842,0.00018632556,0.00003317434,0.000031225096,0.00080242346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021875694,0.0000055149503,0.00012554292,0.0000012493858,0.0000015279924,3.5742426e-7,0.0040028715,4.805042e-7,0.000001862603,0.4579018,0.48988542,0.04807119],"study_design_scores_gemma":[0.000029249673,0.000019443803,0.0043574297,5.18279e-7,0.0000013250369,3.78322e-7,0.004269508,0.000007914828,0.0000036200147,0.0010373073,0.9902374,0.000035887835],"about_ca_topic_score_codex":0.00008928984,"about_ca_topic_score_gemma":0.0016602598,"teacher_disagreement_score":0.78377205,"about_ca_system_score_codex":0.000015015089,"about_ca_system_score_gemma":0.000124154,"threshold_uncertainty_score":0.99997556},"labels":[],"label_agreement":null},{"id":"W4377138120","doi":"10.1177/87552930231173446","title":"A national seismic risk model for Canada: Methodology and scientific basis","year":2023,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Geological Survey of Canada; Natural Resources Canada","funders":"Natural Resources Canada","keywords":"Seismic risk; Seismic hazard; Earthquake scenario; Fragility; Urban seismic risk; Hazard; Vulnerability (computing); Risk assessment; Natural hazard; Civil engineering; Risk analysis (engineering); Engineering; Geography; Environmental resource management; Environmental science; Computer science; Business; Meteorology","score_opus":0.0743890353343411,"score_gpt":0.3276482534993114,"score_spread":0.2532592181649703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377138120","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":[0.94579613,0.00011406408,0.02352432,0.0067328387,0.00094341673,0.00050590455,0.00010726757,0.00013583162,0.022140218],"genre_scores_gemma":[0.94878095,0.000042675707,0.00301654,0.00013478922,0.00012634361,0.00002107129,0.000009266931,0.0000061696096,0.047862165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882114,0.00011706723,0.00010221237,0.00026244737,0.00038127467,0.00031583375],"domain_scores_gemma":[0.9994305,0.000306211,0.00004428841,0.000078986595,0.00006358347,0.0000764235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016869091,0.00006278773,0.000089925066,0.00011361056,0.0007991689,0.000115279785,0.00015354938,0.000032913977,0.00005154167],"category_scores_gemma":[0.0004264651,0.00006111616,0.000032717806,0.0004230032,0.0002658284,0.00010820115,0.000035590074,0.000055334836,0.000021008465],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054254095,0.000059838578,0.006406472,0.00006839807,0.0001173149,0.000014895944,0.040555675,0.043940727,0.0002571,0.47659096,0.32295126,0.10898311],"study_design_scores_gemma":[0.00051809853,0.00003260848,0.0729296,0.0000110547635,0.00003865115,7.1812246e-7,0.0071232016,0.5648021,0.000051366536,0.12417936,0.22997725,0.00033595308],"about_ca_topic_score_codex":0.0625351,"about_ca_topic_score_gemma":0.8081043,"teacher_disagreement_score":0.74556917,"about_ca_system_score_codex":0.000047397833,"about_ca_system_score_gemma":0.000662004,"threshold_uncertainty_score":0.9437076},"labels":[],"label_agreement":null},{"id":"W4377224022","doi":"10.1016/j.envsci.2023.05.012","title":"Climate change adaptation: How short-term political priorities trample public well-being","year":2023,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Politics; Vulnerability (computing); Corporate governance; Political science; Climate change; Environmental resource management; Political economy of climate change; Status quo; Safeguarding; Adaptation (eye); Business; Environmental planning; Economics; Geography","score_opus":0.05270041748719707,"score_gpt":0.3167655603661587,"score_spread":0.26406514287896166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377224022","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":[0.8228292,0.000026478236,0.000020727699,0.020826738,0.00037362473,0.00043605213,0.000012953358,0.00023383883,0.15524039],"genre_scores_gemma":[0.9950904,0.0003041586,0.00006716428,0.0005743639,0.00080001395,0.000056458288,0.000009656259,0.0000129579175,0.0030847725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9964943,0.00008347814,0.00015849939,0.00047150467,0.001197918,0.0015942841],"domain_scores_gemma":[0.99918294,0.000050355662,0.000043050848,0.00024163419,0.00000766439,0.0004743405],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0007468381,0.0001579551,0.00012926229,0.00038538367,0.0017930458,0.00067294715,0.0008093672,0.000056471228,0.00024435477],"category_scores_gemma":[0.000083814586,0.0001525816,0.00007120451,0.0013252348,0.0031127825,0.0019409934,0.00042343602,0.00010091896,0.0005224217],"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":[0.0000035432568,0.00007798707,0.046547163,0.0000138436035,0.0000047231842,0.00002004321,0.043116853,0.0000029797527,0.0011637672,0.8448681,0.00020923487,0.063971736],"study_design_scores_gemma":[0.0003455763,0.00013843777,0.7036051,0.000052165193,0.000021797528,0.000004832955,0.19809094,0.0009241796,0.00042283558,0.010176355,0.08538938,0.0008283843],"about_ca_topic_score_codex":0.00048241543,"about_ca_topic_score_gemma":0.00022816916,"teacher_disagreement_score":0.83469176,"about_ca_system_score_codex":0.00041333147,"about_ca_system_score_gemma":0.000111315676,"threshold_uncertainty_score":0.9996002},"labels":[],"label_agreement":null},{"id":"W4377229893","doi":"10.3386/w31255","title":"Stress Relief?: Funding Structures and Resilience to the Covid Shock","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","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":"Bank of Canada","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Resilience (materials science); Shock (circulatory); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Stress (linguistics); Medicine; Virology; Materials science; Internal medicine; Outbreak; Philosophy; Composite material; Linguistics","score_opus":0.4026264025187333,"score_gpt":0.551143425327388,"score_spread":0.14851702280865475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377229893","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006901855,0.00055282644,0.0000069551775,0.011123736,0.0012583403,0.0010681384,0.00011762251,0.00004028994,0.97893023],"genre_scores_gemma":[0.809394,0.005232569,0.00007611639,0.00012337924,0.0022809037,0.00013260024,0.00008540979,0.000041690342,0.18263333],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99537104,0.00034896718,0.00042378085,0.000571338,0.0027414067,0.000543463],"domain_scores_gemma":[0.99685097,0.0017089897,0.00018313614,0.00029769336,0.0007551223,0.00020407831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009173188,0.00015006572,0.0002635879,0.0006881274,0.00090999366,0.00032624305,0.0012586336,0.0002043423,0.0002772501],"category_scores_gemma":[0.00439888,0.00011821111,0.00007497639,0.00050830876,0.00093294645,0.00018273038,0.0006119567,0.00046078322,0.00014718306],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027960687,0.000015921232,0.0027554713,0.0001499446,0.00006776059,0.0000047706353,0.0025641506,0.0016741414,0.000008425448,0.5114839,0.47718552,0.0040620435],"study_design_scores_gemma":[0.00016792656,0.00008656768,0.008179191,0.0001923846,0.000017269975,0.0000025167471,0.008210032,0.00010175082,0.000015725103,0.23615313,0.74655527,0.00031825525],"about_ca_topic_score_codex":0.010126445,"about_ca_topic_score_gemma":0.01778958,"teacher_disagreement_score":0.80249214,"about_ca_system_score_codex":0.0009615686,"about_ca_system_score_gemma":0.003036536,"threshold_uncertainty_score":0.9964652},"labels":[],"label_agreement":null},{"id":"W4379017224","doi":"10.18280/ijsse.130207","title":"Disaster Preparedness in Proximity of Merapi Volcano, Indonesia: Is There Any Relationship in Knowledge and Attitude of Senior High School Students?","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Negeri Malang; Lembaga Pengelola Dana Pendidikan; Universitas Negeri Semarang","keywords":"Preparedness; Volcano; Disaster mitigation; Disaster preparedness; Emergency management; Geography; Environmental planning; Political science; Geology; Seismology","score_opus":0.011593147119132475,"score_gpt":0.29995524145096386,"score_spread":0.2883620943318314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379017224","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":[0.99841124,0.00035251508,0.00010025917,0.00050701696,0.00022424082,0.00010190399,0.0000066383327,0.0000052215787,0.00029099564],"genre_scores_gemma":[0.9991268,0.0006837158,0.000045133595,0.0000066171083,0.000050184703,0.0000016221829,0.0000010013157,0.0000038157013,0.000081110615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901325,0.000053765023,0.00037826947,0.00008649051,0.00036678434,0.00010141747],"domain_scores_gemma":[0.99952334,0.00013705141,0.00013954013,0.000042346008,0.00010909063,0.000048620688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075015606,0.000064447275,0.000162856,0.00029732153,0.000025175093,0.000028694076,0.00024076634,0.000048463102,0.000014330345],"category_scores_gemma":[0.00012694467,0.000059534348,0.000031481468,0.0002743403,0.00006444175,0.00041654025,0.0001008773,0.00014216898,5.4961816e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010389577,0.00011205186,0.94063884,0.00009223372,0.00006042837,0.000016736929,0.051709298,0.00085056457,0.00009818543,0.0057541546,0.000021064534,0.00054255093],"study_design_scores_gemma":[0.0007215553,0.000023445724,0.99214303,0.00040495774,0.000008171906,0.0000019147699,0.004779832,0.0007054332,0.000032070686,0.0007720697,0.0003428114,0.00006471483],"about_ca_topic_score_codex":0.00016274973,"about_ca_topic_score_gemma":0.0006169546,"teacher_disagreement_score":0.051504187,"about_ca_system_score_codex":0.00006890484,"about_ca_system_score_gemma":0.000045115157,"threshold_uncertainty_score":0.24277402},"labels":[],"label_agreement":null},{"id":"W4379114729","doi":"10.1332/030557321x16831146677554","title":"Analysing the ‘follow the science’ rhetoric of government responses to COVID-19","year":2023,"lang":"en","type":"article","venue":"Policy & Politics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Ottawa","funders":"Government of Canada","keywords":"Blame; Slogan; Government (linguistics); Public relations; Rhetoric; Political science; Newspaper; Corporate governance; Public opinion; Sociology; Psychology; Social psychology; Law; Economics; Politics; Management","score_opus":0.0813914327867281,"score_gpt":0.41979185829308435,"score_spread":0.33840042550635624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379114729","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":[0.7620083,0.000025950012,0.00006675849,0.0938332,0.0004256882,0.00036142464,0.00003083317,0.00007378412,0.14317408],"genre_scores_gemma":[0.96147484,0.00003994787,0.00001886035,0.0037891464,0.0004999223,0.000011104107,3.402277e-7,0.000005688255,0.034160152],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975061,0.00020072714,0.00018613484,0.00018159044,0.0013167275,0.0006087604],"domain_scores_gemma":[0.9986569,0.00056144816,0.00008006098,0.00039470269,0.00004966931,0.00025720036],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002133873,0.0000820613,0.0001025125,0.00019218081,0.001580743,0.00018128568,0.0010783724,0.000023276116,0.000024077848],"category_scores_gemma":[0.0041030725,0.000048107908,0.000076777476,0.0029801773,0.0015970414,0.000109526685,0.00033400295,0.00006189992,0.000060995742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008555337,0.000022174161,0.0038837418,0.000012332803,0.00002015351,0.0000026433077,0.05894002,0.00027951342,0.0005044691,0.9239126,0.01152139,0.00089240086],"study_design_scores_gemma":[0.00017281492,0.000062183426,0.04261749,0.000019798146,0.00006783773,6.979086e-7,0.08588615,0.00028099684,0.00050119514,0.018783398,0.8513879,0.00021952922],"about_ca_topic_score_codex":0.008745749,"about_ca_topic_score_gemma":0.00096051284,"teacher_disagreement_score":0.9051292,"about_ca_system_score_codex":0.0005364343,"about_ca_system_score_gemma":0.0009667217,"threshold_uncertainty_score":0.9997191},"labels":[],"label_agreement":null},{"id":"W4379419466","doi":"10.1061/nhrefo.nheng-1778","title":"Disaster Education in the Context of Postsecondary Education: A Systematic Literature Review","year":2023,"lang":"en","type":"article","venue":"Natural Hazards Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canada Research Chairs","keywords":"Thematic analysis; Context (archaeology); Systematic review; Disaster risk reduction; Sustainability; Public relations; Discipline; Sociology; Political science; Engineering ethics; Qualitative research; Social science; Environmental planning; Engineering; Geography; MEDLINE","score_opus":0.011285636028326714,"score_gpt":0.3517453923777274,"score_spread":0.3404597563494007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379419466","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014051506,0.9467071,1.7149745e-7,0.01587757,0.00078233785,0.0025121882,0.0000035972068,0.000023882796,0.032687996],"genre_scores_gemma":[0.07428516,0.8925991,0.000015574225,0.018080646,0.00013467431,0.00028152516,0.000055419194,0.000006872151,0.014541047],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9978822,0.0007618215,0.0004848934,0.00018376348,0.0005034715,0.0001838578],"domain_scores_gemma":[0.9990553,0.00014309656,0.00022516797,0.00034256701,0.00019624046,0.000037625374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019125068,0.000118708725,0.00040730048,0.00009423304,0.000104767874,0.00006973336,0.0006042349,0.00004291013,0.00011067578],"category_scores_gemma":[0.00065803033,0.000067997185,0.00015125505,0.001843267,0.000102220125,0.00032111982,0.000046141286,0.00018471343,0.00014815656],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014759821,0.00007356544,0.000050915434,0.46456766,0.000011251449,0.0000023392545,0.0071075843,1.1134186e-8,0.0000017298408,0.013071337,0.26849017,0.24662198],"study_design_scores_gemma":[0.000054411605,0.000014239465,0.0006953799,0.65365094,0.0001151541,0.000006631789,0.010741328,0.0000018012445,4.4989724e-7,0.00031064698,0.33426616,0.00014286826],"about_ca_topic_score_codex":0.00003555252,"about_ca_topic_score_gemma":0.00014028391,"teacher_disagreement_score":0.24647911,"about_ca_system_score_codex":0.000047150388,"about_ca_system_score_gemma":0.0005511445,"threshold_uncertainty_score":0.27728447},"labels":[],"label_agreement":null},{"id":"W4379645016","doi":"10.1136/bmjgh-2022-011646","title":"Incorporating resilience when assessing pandemic risk in the Arctic: a case study of Alaska","year":2023,"lang":"en","type":"review","venue":"BMJ Global Health","topic":"Disaster Management and Resilience","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":"University of Victoria","funders":"Office of Polar Programs","keywords":"Vulnerability (computing); Pandemic; Geography; Community resilience; Resilience (materials science); Public health; Vulnerability assessment; Psychological resilience; Hazard; Environmental resource management; Socioeconomics; Environmental health; Environmental planning; Coronavirus disease 2019 (COVID-19); Sociology; Psychology; Resource (disambiguation); Medicine; Infectious disease (medical specialty); Computer security; Social psychology; Economics; Disease","score_opus":0.17076709574785548,"score_gpt":0.5235806857399636,"score_spread":0.35281358999210816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379645016","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020014098,0.96090645,0.000055232507,0.00026982243,0.00074398227,0.009399712,0.00004250992,0.00014195005,0.008426252],"genre_scores_gemma":[0.06464432,0.9345015,0.000144887,0.00008565463,0.0002189287,0.00018462692,0.000004937915,0.000016932732,0.00019820569],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9920499,0.004615944,0.0012217094,0.0005357617,0.000987996,0.0005886881],"domain_scores_gemma":[0.9969466,0.0007381531,0.0016193449,0.0005148244,0.000057761717,0.00012336073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009152961,0.00026250485,0.0010402855,0.0001406994,0.00077125995,0.00020793188,0.0010134643,0.00013392771,0.000004451873],"category_scores_gemma":[0.0007210503,0.00017586214,0.00014496181,0.0021252066,0.0002772631,0.00023257328,0.00026466633,0.00044364334,0.000021298649],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020722596,0.00021410783,0.017719533,0.0043708985,0.000025881292,0.00061150716,0.0192604,0.000013270086,1.9913861e-10,0.00067417935,0.0005406855,0.95656747],"study_design_scores_gemma":[0.0006498684,0.00055445114,0.0051232968,0.029068163,0.00049018365,0.00032391684,0.83243316,0.000065342254,4.0580506e-10,0.004638947,0.125901,0.0007516618],"about_ca_topic_score_codex":0.10444606,"about_ca_topic_score_gemma":0.18331242,"teacher_disagreement_score":0.9558158,"about_ca_system_score_codex":0.0006372961,"about_ca_system_score_gemma":0.0022093235,"threshold_uncertainty_score":0.9015175},"labels":[],"label_agreement":null},{"id":"W4380483390","doi":"10.3390/urbansci7020062","title":"Spatiotemporal Analysis of Emergency Calls during the COVID-19 Pandemic: Case of the City of Vaughan","year":2023,"lang":"en","type":"article","venue":"Urban Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fleming College; York University","funders":"Social Sciences and Humanities Research Council of Canada; York University","keywords":"Pandemic; Public health; Coronavirus disease 2019 (COVID-19); Geography; Emergency management; Medical emergency; Cartography; Environmental health; Regional science; Medicine; Political science; Infectious disease (medical specialty)","score_opus":0.09018344809776371,"score_gpt":0.3865438756739477,"score_spread":0.29636042757618397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380483390","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":[0.994784,0.000021734584,0.00007548832,0.00085124373,0.00023662743,0.00017713799,0.00001530386,0.000019107927,0.0038193632],"genre_scores_gemma":[0.9934019,0.00003417335,0.000009664672,0.00002791657,0.000019192383,0.0000030554136,3.6696898e-7,0.0000017653392,0.0065019773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982975,0.00014382457,0.00031021432,0.00021722095,0.0007865567,0.0002446593],"domain_scores_gemma":[0.99896336,0.00011756944,0.00030717556,0.0004054721,0.00011951342,0.000086914944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025082047,0.00006172424,0.00015386505,0.00026102757,0.0006568686,0.000018750103,0.0011379571,0.000025548288,0.00016239716],"category_scores_gemma":[0.0008347439,0.000035933368,0.00013959553,0.008315845,0.0020382537,0.00019159862,0.00029799668,0.000053802672,0.0000018168065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031326238,0.000019896093,0.9731499,0.00002311044,0.000029176132,0.0000040680056,0.02169843,0.00046987392,0.0016872345,0.002210116,0.000547022,0.00015802174],"study_design_scores_gemma":[0.00013746058,0.000021362717,0.9721119,0.000013538141,0.00021094597,0.0000014172712,0.020999195,0.0014909151,0.0009656428,0.000849208,0.0030582729,0.00014015744],"about_ca_topic_score_codex":0.00964624,"about_ca_topic_score_gemma":0.021243766,"teacher_disagreement_score":0.011597526,"about_ca_system_score_codex":0.000050472343,"about_ca_system_score_gemma":0.00025087473,"threshold_uncertainty_score":0.9969486},"labels":[],"label_agreement":null},{"id":"W4381386301","doi":"10.1017/s1049023x23003953","title":"“Is Resilience Useful, Usable, and Used? Outlining the Social Characteristics of a Resilient System”","year":2023,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","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":"University of Ottawa","funders":"","keywords":"Resilience (materials science); Community resilience; Usability; Social capital; Disaster risk reduction; Knowledge management; Asset (computer security); Risk analysis (engineering); Computer science; Process management; Business; Resource (disambiguation); Sociology; Environmental resource management; Computer security; Economics","score_opus":0.030430352922033697,"score_gpt":0.3150377928262874,"score_spread":0.2846074399042537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381386301","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":[0.97603446,0.00025401905,0.00003880755,0.005602725,0.0003829308,0.00032918624,0.000010310512,0.00007098622,0.017276587],"genre_scores_gemma":[0.9950699,0.00019495854,0.000009179945,0.00017839855,0.00027629695,0.000017720418,0.0000035327328,0.000008852277,0.004241166],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983273,0.00011190315,0.00034194454,0.00030213306,0.0005791929,0.0003375288],"domain_scores_gemma":[0.9992896,0.00020707496,0.00016049741,0.00016886092,0.000058769445,0.00011525025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087517145,0.00014158618,0.00027574276,0.000087655615,0.0006346349,0.00006977177,0.00027389702,0.000057703288,0.000041327556],"category_scores_gemma":[0.00017727191,0.00008757951,0.000034931738,0.0004427855,0.0016378192,0.00020714161,0.0002433926,0.000098307486,0.000012728937],"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":[0.000079446516,0.000059373557,0.31255275,0.00055391423,0.00005902042,0.000021304626,0.6342387,0.00000151628,0.0002030484,0.027705183,0.009230321,0.015295421],"study_design_scores_gemma":[0.00073994795,0.00026255473,0.58301514,0.0005383295,0.00010768022,0.0000019986744,0.40527108,0.0004910011,0.00001436655,0.0008202045,0.008489819,0.00024786824],"about_ca_topic_score_codex":0.0002653131,"about_ca_topic_score_gemma":0.00006468727,"teacher_disagreement_score":0.2704624,"about_ca_system_score_codex":0.000016043374,"about_ca_system_score_gemma":0.000026522017,"threshold_uncertainty_score":0.6034613},"labels":[],"label_agreement":null},{"id":"W4381386749","doi":"10.1017/s1049023x23001796","title":"Decision Maker's Experiences with Rapid Evidence Summaries to Support Real-time Evidence-Informed Decision Making in Crises: A Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","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; Canadian Red Cross Society; Ottawa Hospital","funders":"","keywords":"Checklist; Evidence-based practice; Presentation (obstetrics); Decision aids; Empirical evidence; Public relations; Psychology; Medicine; Political science; Alternative medicine","score_opus":0.0621486807968547,"score_gpt":0.43825675399660313,"score_spread":0.3761080731997484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381386749","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":[0.98995936,0.00044444136,0.0009181252,0.00095950975,0.00064326916,0.0014657879,0.0000012373607,0.00014156716,0.005466681],"genre_scores_gemma":[0.99426126,0.0006683002,0.0029928098,0.0001799639,0.00014954769,0.00029663762,0.0000022634106,0.000016937078,0.0014322555],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99621725,0.00043320528,0.0006311763,0.0007347788,0.0013197332,0.00066387496],"domain_scores_gemma":[0.9959409,0.003111491,0.0001452661,0.0003890018,0.0001048226,0.00030849798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039394936,0.00029927207,0.0005117337,0.00048426815,0.00043208664,0.0002672764,0.0006411351,0.00007202014,0.00053234363],"category_scores_gemma":[0.003342644,0.00019289866,0.000044898716,0.0018422846,0.0007367303,0.0015273419,0.00057995843,0.00011961701,0.00008339963],"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":[0.0005230538,0.00008446471,0.038188558,0.00004745007,0.000016076987,0.00008364199,0.59198153,0.000009781198,0.000024751645,0.00007036902,0.0033100296,0.3656603],"study_design_scores_gemma":[0.0007270455,0.0028109122,0.19271395,0.0034694653,0.000050151884,0.0000019533957,0.7980627,0.0001112004,0.000007180131,0.00054160977,0.0011728765,0.00033100782],"about_ca_topic_score_codex":0.00056675664,"about_ca_topic_score_gemma":0.0023693684,"teacher_disagreement_score":0.3653293,"about_ca_system_score_codex":0.00007295195,"about_ca_system_score_gemma":0.00012368798,"threshold_uncertainty_score":0.78661793},"labels":[],"label_agreement":null},{"id":"W4381624599","doi":"10.3390/socsci12050288","title":"Learning Green Social Work in Global Disaster Contexts: A Case Study Approach","year":2023,"lang":"en","type":"article","venue":"Social Sciences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Social work; Context (archaeology); Public relations; Hazard; Work (physics); Natural hazard; Psychological resilience; Sociology; Social learning; Psychology; Political science; Pedagogy; Social psychology; Engineering; Geography","score_opus":0.06258374242917379,"score_gpt":0.3793059836271393,"score_spread":0.3167222411979655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381624599","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":[0.8679462,0.00001553109,0.000008410266,0.002089993,0.00022914649,0.00045006236,0.0000013680228,0.00016844919,0.12909085],"genre_scores_gemma":[0.99311876,0.000002841513,0.000018899582,0.00010603634,0.00036661912,0.00004559025,0.0000012488659,0.0000055244755,0.0063344887],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969416,0.00066304364,0.0002418503,0.00047675977,0.0009240078,0.00075273844],"domain_scores_gemma":[0.99965686,0.00008064345,0.00009973622,0.000058239046,0.00003454572,0.00006996595],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002519917,0.00014127711,0.00021341478,0.00013002573,0.004299431,0.00041126282,0.00061155984,0.00008773437,0.00006031521],"category_scores_gemma":[0.00009379024,0.00012591846,0.000085613014,0.00593113,0.0015603087,0.0004758609,0.00023958336,0.00016455779,0.000102033955],"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":[0.000019354222,0.00025029585,0.4056882,0.000009391265,0.000016692524,0.00039095958,0.5327201,0.000047317964,7.561734e-7,0.010819671,0.0019389519,0.048098333],"study_design_scores_gemma":[0.0003701912,0.00007666152,0.09397047,0.000006636551,0.000012765434,0.000001896188,0.89804786,0.00007777188,3.5492622e-8,0.001393563,0.005817625,0.00022450452],"about_ca_topic_score_codex":0.011868086,"about_ca_topic_score_gemma":0.018370746,"teacher_disagreement_score":0.36532778,"about_ca_system_score_codex":0.00013000853,"about_ca_system_score_gemma":0.00012530135,"threshold_uncertainty_score":0.9995414},"labels":[],"label_agreement":null},{"id":"W4382456993","doi":"10.1515/9780773548664-009","title":"Who Is Minding the First Nations during the Flood?: Failing Advocacy at Every Policy Turn during a Human/Environmental Crisis","year":2017,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Political science; Environmental policy; Development economics; Economics; Natural resource economics; Geography; Archaeology","score_opus":0.013395364014905129,"score_gpt":0.23154277048978508,"score_spread":0.21814740647487996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382456993","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009893828,0.000007096555,0.0000015871974,0.0016809502,0.0001875774,0.000791962,0.00017141982,0.00009706695,0.9871685],"genre_scores_gemma":[0.27910468,0.00033787056,0.0000052517976,0.00010525537,0.00027644285,0.0000024264766,0.000006451088,0.000030329393,0.7201313],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756557,0.00009043683,0.00025540107,0.00065514084,0.00082613627,0.00060731266],"domain_scores_gemma":[0.9983039,0.0001233148,0.0004833344,0.00089359423,0.000048094134,0.00014775399],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00021801899,0.00042675794,0.00031812105,0.00033811637,0.018303974,0.00031875682,0.0019359947,0.00028066337,0.00018208235],"category_scores_gemma":[0.000030810366,0.00035635286,0.00037745514,0.000026447515,0.0009818085,0.00041911736,0.001664236,0.00047330515,0.000036588033],"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":[0.0002206257,0.000098848795,0.0013544346,0.0006972684,0.0017088716,0.0005685868,0.081470564,0.00024926374,0.00009420343,0.9040405,0.00832668,0.0011701633],"study_design_scores_gemma":[0.0004658793,0.000012586599,0.00177964,0.00029971238,0.0002528165,0.0000015875166,0.0063269855,0.000004039544,0.00015964288,0.0002692646,0.98990685,0.00052099454],"about_ca_topic_score_codex":0.0060584764,"about_ca_topic_score_gemma":0.00044326103,"teacher_disagreement_score":0.9815802,"about_ca_system_score_codex":0.0008671766,"about_ca_system_score_gemma":0.000056505123,"threshold_uncertainty_score":0.99988884},"labels":[],"label_agreement":null},{"id":"W4382814614","doi":"10.17645/si.v11i3.6638","title":"Indigenous Community Networking in Hawai’i: The Pu‘uhonua o Waimānalo Community Network","year":2023,"lang":"en","type":"article","venue":"Social Inclusion","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Killam Trusts; University of Alberta","keywords":"Sovereignty; Indigenous; Mindset; Sociology; Community organization; Situated; Inclusion (mineral); Public administration; Political science; Public relations; Law; Social science; Computer science; Politics; Ecology","score_opus":0.06838568357134732,"score_gpt":0.35462995659922175,"score_spread":0.2862442730278744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382814614","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":[0.9068521,0.00014491081,0.000020565007,0.0039042525,0.0010461488,0.000490969,0.0000019715071,0.00023428521,0.08730479],"genre_scores_gemma":[0.99572986,0.00026938177,0.0000082723145,0.0008220425,0.0011508326,0.000024090577,0.000025976791,0.000015766649,0.001953767],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9940507,0.0042130398,0.00026806167,0.00012615637,0.000600045,0.0007420087],"domain_scores_gemma":[0.9987354,0.00069121027,0.00013187349,0.00032847846,0.000048448277,0.000064543994],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007688296,0.00013983365,0.00019613175,0.00009031876,0.027767345,0.0001663346,0.0015340907,0.00016548797,0.000035778237],"category_scores_gemma":[0.00010974602,0.0001145987,0.00009465032,0.0021825435,0.00064349285,0.0002058203,0.004276993,0.0011890049,0.000084579944],"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":[0.000024981757,0.00017459103,0.028373742,0.000022143551,0.000018561916,0.000009768268,0.87983555,0.00047729566,0.000021271857,0.008069833,0.017181028,0.065791264],"study_design_scores_gemma":[0.00055765046,0.00007498338,0.2569654,0.00015739728,0.000032778633,3.197255e-7,0.3312135,0.00036596545,0.0000036035212,0.14437397,0.2657488,0.0005056291],"about_ca_topic_score_codex":0.045397487,"about_ca_topic_score_gemma":0.16868624,"teacher_disagreement_score":0.548622,"about_ca_system_score_codex":0.00022195565,"about_ca_system_score_gemma":0.00010706892,"threshold_uncertainty_score":0.97349834},"labels":[],"label_agreement":null},{"id":"W4382929782","doi":"10.1016/j.heliyon.2023.e17928","title":"Reconnoitering NGOs strategies to strengthen disaster risk communication (DRC) in Pakistan: A conventional content analysis approach","year":2023,"lang":"en","type":"article","venue":"Heliyon","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"National Key Research and Development Program of China","keywords":"Public relations; Government (linguistics); Work (physics); Content analysis; Risk management; Qualitative research; Business; Political science; Sociology; Engineering","score_opus":0.08373304852807685,"score_gpt":0.3516778748862725,"score_spread":0.26794482635819566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382929782","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":[0.94121426,0.00015837127,0.0011661211,0.0005122777,0.00007587568,0.00033584304,0.000014885848,0.00009548186,0.056426857],"genre_scores_gemma":[0.9940358,0.000636629,0.00034677255,0.000051622927,0.000033826607,0.00007220399,0.000050743613,0.000006312127,0.0047661117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986484,0.000287366,0.00025618062,0.00023705524,0.0003043102,0.00026666152],"domain_scores_gemma":[0.999448,0.00009180055,0.00008580159,0.0002614356,0.000042579664,0.00007036614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086405,0.00008819289,0.00015548183,0.00034693175,0.00023885546,0.0002609956,0.00035385974,0.000044773864,0.00016172192],"category_scores_gemma":[0.000036255904,0.0000834197,0.000087345055,0.0015017925,0.00011378106,0.00030798244,0.00012955898,0.00009170552,0.00012328745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021048472,0.00062096916,0.4247414,0.00039314793,0.0008103445,0.000017632177,0.31825987,0.026104162,0.0003617373,0.17747107,0.0013220776,0.04968709],"study_design_scores_gemma":[0.0006507044,0.000051547366,0.49057648,0.00019800148,0.0001695257,1.3688819e-7,0.47995117,0.0050458214,0.0000083318355,0.0013151565,0.021618446,0.00041465592],"about_ca_topic_score_codex":0.0011901202,"about_ca_topic_score_gemma":0.010908207,"teacher_disagreement_score":0.17615592,"about_ca_system_score_codex":0.00006356493,"about_ca_system_score_gemma":0.000027244256,"threshold_uncertainty_score":0.60870355},"labels":[],"label_agreement":null},{"id":"W4383342115","doi":"10.5194/ems2023-498","title":"A framework and guide for using value chain approaches to understand, improve, measure, and design early warning systems","year":2023,"lang":"en","type":"preprint","venue":"","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":"University of Waterloo; Environment and Climate Change Canada","funders":"","keywords":"Warning system; Value (mathematics); Computer science; Early warning system; Process (computing); Chain (unit); Process management; Value chain; Business; Risk analysis (engineering); Knowledge management; Marketing; Supply chain; Telecommunications","score_opus":0.3982197457356654,"score_gpt":0.35597766795729696,"score_spread":0.042242077778368414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383342115","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01454913,0.0005475838,0.97389513,0.00075914344,0.00093068957,0.0032266255,0.0000075606063,0.00017805572,0.00590606],"genre_scores_gemma":[0.84281564,0.00015709866,0.13453409,0.00012904278,0.00071000314,0.0002854696,0.0000036480783,0.00008303663,0.021281967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99779254,0.00027001658,0.00029544925,0.0007145344,0.0004595003,0.0004679803],"domain_scores_gemma":[0.99891293,0.00044522586,0.0001466871,0.00024164867,0.00005679742,0.00019668498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029276498,0.00023915409,0.00034365847,0.00017885698,0.000605302,0.0010235773,0.0003402246,0.00032204608,0.0000017888474],"category_scores_gemma":[0.0004961676,0.0002126414,0.000059168826,0.0002246378,0.00020434748,0.00013466048,0.0005867647,0.00022238841,0.000002622307],"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":[0.00012041392,0.00005183277,0.0016717794,0.0018080426,0.00039832407,0.000008350647,0.13025002,0.030235315,0.000084125735,0.82301974,0.0017667082,0.010585347],"study_design_scores_gemma":[0.0009996872,0.0003863971,0.0010730365,0.0047830325,0.0005961902,0.0000014826426,0.4924114,0.26049224,0.00003668147,0.23206535,0.0045431876,0.0026113144],"about_ca_topic_score_codex":0.004246529,"about_ca_topic_score_gemma":0.00033461678,"teacher_disagreement_score":0.8393611,"about_ca_system_score_codex":0.0001307267,"about_ca_system_score_gemma":0.00015693408,"threshold_uncertainty_score":0.98703796},"labels":[],"label_agreement":null},{"id":"W4383459965","doi":"10.1515/9780773596290-005","title":"Reforming the Multilevel Governance of Emergencies: Municipalities and the Discursive Politics of Canada's Emergency Management Policy","year":2014,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Politics; Public administration; Emergency management; Political science; Environmental planning; Business; Geography; Law; Finance","score_opus":0.013396791225290685,"score_gpt":0.22555873075591543,"score_spread":0.21216193953062473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383459965","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012751624,0.000019776391,0.000021037024,0.0011476293,0.0002503584,0.0006313144,0.00030475936,0.000015863206,0.99748176],"genre_scores_gemma":[0.06555417,0.0023857227,0.00001828223,0.00005859126,0.00007818838,0.0000022028426,0.0000031605557,0.000017388333,0.93188226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797696,0.0001682684,0.0003592084,0.0002940611,0.0007890226,0.00041250457],"domain_scores_gemma":[0.99836093,0.0001433986,0.0006557729,0.00056085957,0.0001795006,0.00009956144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036706324,0.00027241712,0.00041188722,0.00008467553,0.0011210742,0.000012971634,0.0011874787,0.00011787461,0.000032112413],"category_scores_gemma":[0.00004918809,0.00018784322,0.00016836831,0.000031860327,0.0017138019,0.000075077354,0.000862554,0.00019634046,3.3386416e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034806733,0.000005147954,0.00000382521,0.0002022989,0.00020489136,0.000006801316,0.006823873,0.000016133676,1.8314643e-7,0.9896231,0.0019423113,0.0011366233],"study_design_scores_gemma":[0.00040283098,0.000017420292,0.00007124033,0.00020814055,0.00024637472,1.37166e-7,0.020418247,0.00001732118,0.0000132413725,0.0058988347,0.97246367,0.00024257094],"about_ca_topic_score_codex":0.70841837,"about_ca_topic_score_gemma":0.025599208,"teacher_disagreement_score":0.9837243,"about_ca_system_score_codex":0.00025597637,"about_ca_system_score_gemma":0.0001671046,"threshold_uncertainty_score":0.99218106},"labels":[],"label_agreement":null},{"id":"W4383737627","doi":"10.1080/19460171.2023.2232863","title":"Multilevel governance, climate (in)justice, and settler colonialism—evidence from First Nations disaster evacuations in so-called Canada","year":2023,"lang":"en","type":"article","venue":"Critical Policy Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"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; McGill University; University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Corporate governance; Emergency management; Climate change; Government (linguistics); Colonialism; Public administration; Political science; Economic Justice; Economic growth; Economics; Law","score_opus":0.07355910742845537,"score_gpt":0.4128306877926196,"score_spread":0.33927158036416427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383737627","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":[0.6991661,0.002008417,0.000018557665,0.2778272,0.0009315191,0.00064491533,0.0003103392,0.00008797085,0.019004952],"genre_scores_gemma":[0.9932437,0.004460298,0.000056762146,0.0007284499,0.00021509876,0.00009213608,0.0000030556967,0.000006499675,0.0011940054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99852526,0.00010594705,0.00024680866,0.00026921937,0.00036329657,0.00048948266],"domain_scores_gemma":[0.9962127,0.003482335,0.00002844008,0.00010731507,0.00007890902,0.000090283655],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00028516722,0.00010996679,0.00019431363,0.000120746125,0.0008897506,0.00009932749,0.00018634481,0.000042706695,0.000025938201],"category_scores_gemma":[0.010635136,0.00010191337,0.000021048238,0.00075125374,0.0007955202,0.0002874179,0.00024121579,0.00009460121,0.000029493058],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005599029,0.00019764464,0.097707525,0.0007917728,0.000100147285,0.00015755917,0.17261156,0.00039333393,0.000025296205,0.65521926,0.07003266,0.002707273],"study_design_scores_gemma":[0.00064796075,0.000021389069,0.90281636,0.000822943,0.00010423878,1.7128019e-7,0.056511495,0.0014179817,0.0000027613755,0.01293265,0.024351038,0.00037098626],"about_ca_topic_score_codex":0.41135094,"about_ca_topic_score_gemma":0.9866457,"teacher_disagreement_score":0.80510885,"about_ca_system_score_codex":0.00024747077,"about_ca_system_score_gemma":0.00025432176,"threshold_uncertainty_score":0.9976987},"labels":[],"label_agreement":null},{"id":"W4384025518","doi":"10.1016/j.ejpoleco.2023.102436","title":"Silver lining of the water: The role of government relief assistance in disaster recovery","year":2023,"lang":"en","type":"article","venue":"European Journal of Political Economy","topic":"Disaster Management and Resilience","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":"Dalhousie University","funders":"Bushfire and Natural Hazards Cooperative Research Centre; Attorney-General's Department, Australian Government; Monash University; Deakin University","keywords":"Government (linguistics); Business; Emergency management; Natural resource economics; Economics; Economic growth","score_opus":0.011780501340584244,"score_gpt":0.23947629382712357,"score_spread":0.22769579248653932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384025518","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":[0.47519642,0.000025058867,0.000013059331,0.004218922,0.00021367522,0.000058951227,0.000002466783,0.0000026441398,0.5202688],"genre_scores_gemma":[0.99673325,0.00001246763,0.000017534303,0.00025746474,0.00016066793,4.1917409e-7,9.328391e-8,0.0000064721876,0.0028116473],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984822,0.00044253794,0.00046303644,0.0000766893,0.000263591,0.00027188944],"domain_scores_gemma":[0.9993963,0.00016943328,0.00019778537,0.0001423294,0.000029573264,0.000064535394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017964941,0.000057707584,0.00013593043,0.000030602376,0.000075297175,0.000041697018,0.00053328177,0.00001215368,0.00006756382],"category_scores_gemma":[0.00014214382,0.000026925976,0.0001197034,0.00011492558,0.00035316692,0.00016890684,0.00015766357,0.00013289669,0.000029112509],"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":[0.00013292182,0.00023981924,0.083883576,0.00006580923,0.000116860996,0.000051180723,0.030169463,0.00043600227,0.0008642444,0.86433464,0.0029920219,0.016713444],"study_design_scores_gemma":[0.0010654278,0.00033472176,0.25529,0.00055417203,0.000072661096,0.000004146807,0.10196912,0.00024470163,0.002123747,0.0470968,0.5909582,0.00028631373],"about_ca_topic_score_codex":0.0000287767,"about_ca_topic_score_gemma":0.00003604959,"teacher_disagreement_score":0.81723785,"about_ca_system_score_codex":0.000063111496,"about_ca_system_score_gemma":0.00003332873,"threshold_uncertainty_score":0.13012582},"labels":[],"label_agreement":null},{"id":"W4384930641","doi":"10.1002/sd.2685","title":"Transmission of knowledge and social learning for disaster risk reduction and building resilience: A Delphi study","year":2023,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"International Development Research Centre","keywords":"Disaster risk reduction; Community resilience; Resilience (materials science); Transformative learning; Knowledge management; Process (computing); Knowledge sharing; Environmental resource management; Sociology; Political science; Process management; Business; Computer science; Resource (disambiguation); Economics","score_opus":0.015862321467362623,"score_gpt":0.31523063971322757,"score_spread":0.29936831824586496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384930641","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":[0.9956437,0.000110864334,0.0015330281,0.00019712019,0.00006047681,0.00083464687,2.261848e-7,0.000055311797,0.001564661],"genre_scores_gemma":[0.98151857,0.00009623004,0.00057882996,0.0000019171641,0.000041577674,0.000075290765,0.0000018698739,0.000008016569,0.017677682],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99882793,0.00014300291,0.00019564987,0.00025811302,0.00021715308,0.00035816265],"domain_scores_gemma":[0.9996401,0.00006886874,0.000082847895,0.000040575153,0.00011509186,0.000052490726],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015777907,0.00008862942,0.0001314654,0.00018610986,0.0015416368,0.00007105825,0.00009939171,0.00004330361,0.000006184129],"category_scores_gemma":[0.00009043594,0.000081625665,0.000019509022,0.00046437254,0.00017292208,0.00021249433,0.00011685612,0.00006818927,0.0000010887629],"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":[0.00008829025,0.000120246186,0.013623924,0.00042443976,0.000035914632,0.0000048769266,0.77538925,0.00009000298,0.00017365426,0.004890882,0.00051080086,0.2046477],"study_design_scores_gemma":[0.0005548514,0.000103600614,0.044662938,0.000030925352,0.000027942635,1.798476e-7,0.873114,0.00024895213,0.000085129584,0.0013253867,0.07969294,0.00015314404],"about_ca_topic_score_codex":0.00011808174,"about_ca_topic_score_gemma":0.000043490312,"teacher_disagreement_score":0.20449457,"about_ca_system_score_codex":0.000071785944,"about_ca_system_score_gemma":0.00014606323,"threshold_uncertainty_score":0.99975824},"labels":[],"label_agreement":null},{"id":"W4385202439","doi":"10.3390/su151411430","title":"Sustainability Trends in Humanitarian Architecture Research: A Bibliometric Analysis","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Royal Academy of Engineering","keywords":"Sustainability; Publishing; Promotion (chess); Political science; Sustainable development; Project commissioning; Environmental planning; Public relations; Regional science; Environmental resource management; Economic growth; Sociology; Geography; Economics; Politics","score_opus":0.07168111120431916,"score_gpt":0.44341823001047936,"score_spread":0.3717371188061602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385202439","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":[0.9380845,0.000063170664,0.00010618987,0.019355249,0.00010366504,0.00081198075,0.000005587879,0.0002920952,0.041177604],"genre_scores_gemma":[0.9764721,0.000021297295,0.000016836684,0.000025352409,0.00009105592,0.000115861396,0.000019935085,0.000010967572,0.023226641],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936228,0.0021189982,0.00041184976,0.00083496404,0.0014448612,0.0015665434],"domain_scores_gemma":[0.9965462,0.0007475998,0.00006696794,0.0008510374,0.0015430195,0.00024517823],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.013718011,0.00017518579,0.00035104636,0.15202355,0.001006096,0.00032826376,0.000953715,0.0001589548,0.00049877184],"category_scores_gemma":[0.009921645,0.0001650813,0.00026833548,0.57284683,0.0015162633,0.00038145788,0.00049382343,0.0005267404,0.000029118582],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006674629,0.00040499645,0.65968776,0.00018864681,0.000089786176,0.00013755813,0.044061653,0.0018707064,7.9228334e-7,0.06437107,0.0034815439,0.22563872],"study_design_scores_gemma":[0.00014528014,0.00004607602,0.7309138,0.0000022551883,0.000031326155,3.789278e-8,0.0647363,0.00010577212,4.7599048e-7,0.16696283,0.036907837,0.00014800884],"about_ca_topic_score_codex":0.02047922,"about_ca_topic_score_gemma":0.052323967,"teacher_disagreement_score":0.4208233,"about_ca_system_score_codex":0.0026613392,"about_ca_system_score_gemma":0.00081463344,"threshold_uncertainty_score":0.9984182},"labels":[],"label_agreement":null},{"id":"W4385258325","doi":"10.1002/sd.2678","title":"Community resilience implications for institutional response under uncertainty: Cases of the floods in Wayanad, India and the earthquake in <scp>Port‐au‐Prince</scp>, Haiti","year":2023,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre de Santé et de Services Sociaux Cavendish","funders":"","keywords":"Livelihood; Collective action; Community resilience; Solidarity; Port (circuit theory); Resilience (materials science); Human settlement; State (computer science); Action (physics); Exploratory research; Sociology; Psychological resilience; Political science; Geography; Socioeconomics; Social psychology; Social science; Psychology; Law; Engineering","score_opus":0.026298492823109237,"score_gpt":0.2997235683883787,"score_spread":0.27342507556526946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385258325","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":[0.988313,0.00005476381,0.00005275578,0.0051577906,0.000068415015,0.0011142949,0.000005731073,0.00002088409,0.0052123386],"genre_scores_gemma":[0.9880569,0.00004405014,0.00006415521,0.00017669072,0.000010322012,0.00029774045,0.0000069383373,0.000005012937,0.011338179],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980641,0.0006556671,0.0003159275,0.0001819975,0.00027975946,0.00050256023],"domain_scores_gemma":[0.99774027,0.0017207988,0.00010262695,0.00026169486,0.00012032318,0.000054289838],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004977249,0.000102543745,0.00014716972,0.00021028343,0.0016532964,0.00006789407,0.0005635541,0.000055650813,0.0000026715752],"category_scores_gemma":[0.0025984542,0.00007090819,0.00003327724,0.0014346365,0.0012606338,0.00018269486,0.00034413056,0.00016758744,0.0000018292639],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024108325,0.00018782735,0.18580703,0.00020238591,0.00003166512,0.00002576726,0.16771488,0.010054427,0.000019843046,0.62844497,0.0015291967,0.005740923],"study_design_scores_gemma":[0.0005338195,0.000010751677,0.7389827,0.0000382197,0.000003633752,6.9828667e-7,0.21643686,0.000030178991,0.000015553695,0.011766295,0.032137536,0.0000438008],"about_ca_topic_score_codex":0.005978302,"about_ca_topic_score_gemma":0.049227234,"teacher_disagreement_score":0.61667866,"about_ca_system_score_codex":0.0004118184,"about_ca_system_score_gemma":0.002222709,"threshold_uncertainty_score":0.9996464},"labels":[],"label_agreement":null},{"id":"W4385267348","doi":"10.1007/978-981-99-3874-2_9","title":"Disaster Responses: The Role of Local Organization for the Orang Asli","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Livelihood; Government (linguistics); Preparedness; Local government; Agency (philosophy); Business; Community organization; Emergency management; Economic growth; Public relations; Political science; Geography; Public administration; Sociology; Social science; Agriculture","score_opus":0.022434390314443355,"score_gpt":0.27264173676290576,"score_spread":0.25020734644846243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385267348","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000489269,0.00014435113,0.006191258,0.0024394295,0.00038053942,0.0007895221,0.000013692788,0.00007033113,0.9899219],"genre_scores_gemma":[0.043497447,0.00016747418,0.000013219268,0.00013569232,0.0001992908,0.000009174635,0.000008419802,0.000028924933,0.95594037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910337,0.000038663075,0.00017086453,0.00016288004,0.0003723008,0.00015193094],"domain_scores_gemma":[0.99889755,0.0005965932,0.00011408353,0.00024718547,0.00012108104,0.00002348795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054301164,0.0001059697,0.000116308955,0.000043889282,0.0004656145,0.000091946364,0.00058882765,0.00010696328,0.0007116061],"category_scores_gemma":[0.00008222568,0.000052833515,0.00007925685,0.00010735281,0.00064459414,0.000072794384,0.00013633071,0.000073437885,0.00015651449],"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":[0.000018501063,0.000004300352,0.000016517872,0.000010978439,0.000040192223,2.8774167e-7,0.006036098,0.000009953422,0.0000031347583,0.9570345,0.0059695984,0.03085593],"study_design_scores_gemma":[0.00008574661,0.00002529527,0.00008121733,0.0000470235,0.00010013433,1.2987918e-7,0.05125049,0.000069676425,0.000020477879,0.04832904,0.8998598,0.00013097079],"about_ca_topic_score_codex":0.000185581,"about_ca_topic_score_gemma":0.0014642904,"teacher_disagreement_score":0.9087055,"about_ca_system_score_codex":0.00002186094,"about_ca_system_score_gemma":0.00006911618,"threshold_uncertainty_score":0.7791588},"labels":[],"label_agreement":null},{"id":"W4385267377","doi":"10.1007/978-981-99-3874-2_1","title":"Introduction","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Vulnerability (computing); Preparedness; Disadvantaged; Social capital; Resilience (materials science); Livelihood; Emergency management; Social vulnerability; Community resilience; Economic growth; Geography; Political science; Psychological resilience; Business; Resource (disambiguation); Computer security; Psychology; Economics","score_opus":0.02854321969202255,"score_gpt":0.27888937559548477,"score_spread":0.2503461559034622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385267377","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000001031244,0.000013297674,0.000026433807,0.006184416,0.001551167,0.00011002022,6.327572e-7,0.00023532793,0.9918777],"genre_scores_gemma":[0.000051872325,0.00035599997,0.000021776175,0.000072199575,0.002865693,0.0000017397309,0.0000063450884,0.000012723029,0.99661165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934065,0.0000066869297,0.00007654772,0.00017845139,0.00028050438,0.000117134725],"domain_scores_gemma":[0.99977064,0.000013975918,0.000036526133,0.00011881907,0.000025312029,0.000034707573],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017865965,0.00006751957,0.00007247727,0.00007554876,0.00015305943,0.000058361064,0.00015902787,0.00009594228,0.008050731],"category_scores_gemma":[0.000017970546,0.00006016976,0.000046067616,0.000028851033,0.00016077199,0.000069576,0.000049274648,0.000071409995,0.008871815],"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":[3.927456e-7,7.279584e-7,5.7094434e-7,0.0000026998193,0.0000053767076,0.0000013071357,0.00024580635,3.1946269e-7,1.8816367e-7,0.6801077,0.3106676,0.008967328],"study_design_scores_gemma":[0.000012078603,0.000004240147,0.0000060026996,0.000007085942,0.000009100841,2.5132348e-8,0.00035442802,5.95383e-7,2.2476895e-7,0.067581624,0.93194824,0.00007632229],"about_ca_topic_score_codex":0.000083576764,"about_ca_topic_score_gemma":0.0010105239,"teacher_disagreement_score":0.62128067,"about_ca_system_score_codex":0.00002697475,"about_ca_system_score_gemma":0.00002672217,"threshold_uncertainty_score":0.992856},"labels":[],"label_agreement":null},{"id":"W4385267497","doi":"10.1007/978-981-99-3874-2_5","title":"Disaster Experiences and Vulnerability of the Orang Asli Families","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Flood myth; Vulnerability (computing); Psychological intervention; Socioeconomics; Geography; Community resilience; Psychological resilience; Natural disaster; Economic growth; Political science; Environmental planning; Business; Psychology; Sociology; Resource (disambiguation); Social psychology; Computer security; Economics","score_opus":0.0341636463515851,"score_gpt":0.2883748853649118,"score_spread":0.2542112390133267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385267497","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020040568,0.0000906719,0.0000070296473,0.0005289677,0.00060397637,0.00031282523,0.0000043916166,0.0000725083,0.9783391],"genre_scores_gemma":[0.21320458,0.00024361956,0.00001262742,0.000062486106,0.000077319855,0.000011625759,6.7558676e-7,0.000009690785,0.7863774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874634,0.000053564512,0.00021740243,0.00028379355,0.00052057346,0.00017831242],"domain_scores_gemma":[0.9993762,0.00013895908,0.00011584611,0.00027882613,0.000042814743,0.000047387854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038635198,0.00014574862,0.00020671167,0.000051337378,0.0003308313,0.000074053794,0.0004602325,0.0001213925,0.00056674256],"category_scores_gemma":[0.000067057335,0.00008558219,0.0000995858,0.000071570495,0.0021343092,0.00012970823,0.00031202118,0.00010979336,0.000032733387],"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":[0.000007412719,0.000013678119,0.0012407808,0.00009014521,0.000036814283,0.0000014871572,0.14338885,0.0000010551431,0.0000060370353,0.8331699,0.006040136,0.01600374],"study_design_scores_gemma":[0.00019568876,0.00005625502,0.0035654728,0.0003166993,0.00008628963,2.414023e-7,0.4432158,0.000014357666,0.000029669749,0.0670123,0.48491728,0.00058996724],"about_ca_topic_score_codex":0.000494578,"about_ca_topic_score_gemma":0.0036864877,"teacher_disagreement_score":0.76615757,"about_ca_system_score_codex":0.00001475452,"about_ca_system_score_gemma":0.00004713913,"threshold_uncertainty_score":0.78639513},"labels":[],"label_agreement":null},{"id":"W4385267626","doi":"10.1007/978-981-99-3874-2_7","title":"Family Disaster Preparedness","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Preparedness; Vulnerability (computing); Government (linguistics); Business; Sustainability; Order (exchange); Environmental planning; Disaster preparedness; Emergency management; Public relations; Environmental resource management; Economic growth; Geography; Political science; Computer security; Finance","score_opus":0.056284256121529604,"score_gpt":0.3060386944065722,"score_spread":0.24975443828504262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385267626","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000051559473,0.000045564488,0.00004148138,0.000496173,0.0013559785,0.0003216348,0.0000074104814,0.00038305475,0.99729717],"genre_scores_gemma":[0.0007460429,0.00030480456,0.000024115068,0.00026522196,0.00042189285,0.000010075875,0.0000126156165,0.00003958667,0.9981756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985029,0.000018722254,0.00018885161,0.00036984257,0.0006181861,0.00030149988],"domain_scores_gemma":[0.9994195,0.000057199246,0.00008060313,0.00028906166,0.000047395115,0.00010623509],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023600525,0.0001864601,0.0001961406,0.00010914622,0.00024164865,0.00016505404,0.0005242266,0.00020584697,0.0022752238],"category_scores_gemma":[0.000017877448,0.00015929677,0.00012799588,0.00005163934,0.00030229887,0.0001469791,0.00021543668,0.00011631018,0.0060010958],"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":[0.0000030672252,0.000005000178,0.000005949457,0.000016717373,0.00002749393,0.000014918171,0.0054326644,7.3121186e-7,6.843579e-7,0.84234285,0.14474638,0.007403548],"study_design_scores_gemma":[0.00004889796,0.000008263542,0.000021910688,0.0000704632,0.000027253589,4.7302933e-8,0.004219293,0.0000024103217,8.904932e-8,0.040793348,0.9545666,0.00024139788],"about_ca_topic_score_codex":0.0003092517,"about_ca_topic_score_gemma":0.0037564856,"teacher_disagreement_score":0.80982023,"about_ca_system_score_codex":0.000081330014,"about_ca_system_score_gemma":0.000093969786,"threshold_uncertainty_score":0.99863684},"labels":[],"label_agreement":null},{"id":"W4385268605","doi":"10.1007/978-981-99-3874-2_6","title":"Social Capital of the Orang Asli Families","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Social capital; Government (linguistics); Social mobility; Mutual aid; Economic growth; Capital (architecture); Business; Public relations; Political science; Sociology; Geography; Social science; Economics","score_opus":0.03634705814985698,"score_gpt":0.2873939887305507,"score_spread":0.2510469305806937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385268605","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00060649624,0.000028453633,0.0000028006307,0.0011631593,0.0006083344,0.00020425057,0.000007127287,0.00006811058,0.9973113],"genre_scores_gemma":[0.040885676,0.00013431745,0.0000049924547,0.0000703424,0.00029282502,0.0000023357875,0.0000019472755,0.0000148811205,0.95859265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892396,0.000022685621,0.00015361597,0.00015810493,0.00057297235,0.00016865668],"domain_scores_gemma":[0.9996416,0.000045021683,0.00011246026,0.00013174786,0.000046069228,0.000023130166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019511749,0.000110370835,0.00015879073,0.000057922105,0.0003681911,0.00004238089,0.0005308956,0.00014772086,0.0007078993],"category_scores_gemma":[0.00002073518,0.000072483424,0.00018217748,0.00006475297,0.00083009945,0.00006268504,0.00021043712,0.00011051779,0.0002768324],"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":[0.0000012006252,0.0000033454585,0.000036823196,0.000016641408,0.000025141713,0.000001085508,0.012138614,3.0076842e-7,0.0000016473527,0.9617513,0.022466322,0.003557612],"study_design_scores_gemma":[0.00011085722,0.000014801482,0.0012576574,0.000083004714,0.00007671528,4.8991925e-8,0.03258542,0.0000013699656,0.0000055836176,0.15001863,0.8155569,0.0002890519],"about_ca_topic_score_codex":0.0006708904,"about_ca_topic_score_gemma":0.005803082,"teacher_disagreement_score":0.81173265,"about_ca_system_score_codex":0.00002350282,"about_ca_system_score_gemma":0.000081424645,"threshold_uncertainty_score":0.77510005},"labels":[],"label_agreement":null},{"id":"W4385268918","doi":"10.1007/978-981-99-3874-2_3","title":"Recent Research on Disaster Exposure, Social Capital, and Disaster Preparedness","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Social capital; Preparedness; Livelihood; Disaster research; Community resilience; Business; Emergency management; Economic growth; Geography; Resource (disambiguation); Political science; Economics","score_opus":0.17895519552453518,"score_gpt":0.40281123227868754,"score_spread":0.22385603675415236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385268918","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004977843,0.00016201672,0.0000024504143,0.003267755,0.00097052567,0.00080150174,0.000023681087,0.00018469716,0.98960954],"genre_scores_gemma":[0.014716869,0.0023315665,0.00000730274,0.00019911736,0.0009967701,0.00004545402,0.000026427999,0.00007494883,0.98160154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99609184,0.00019519209,0.00034477192,0.0008419428,0.0017851891,0.00074104854],"domain_scores_gemma":[0.99883074,0.0002799892,0.00010778414,0.00036626964,0.0002027922,0.00021240523],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012833029,0.00033254517,0.00035715118,0.00033897703,0.0010992623,0.0005193102,0.00060568337,0.00041620395,0.0024092598],"category_scores_gemma":[0.00006918435,0.0002785878,0.00011569327,0.0001607815,0.0013184975,0.00023263333,0.00058098935,0.0004902955,0.001690206],"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":[0.000056954133,0.00004401285,0.000019501906,0.000055010543,0.000062443585,0.00002939253,0.07036126,3.4769806e-7,0.0000010646681,0.7561152,0.12807901,0.045175817],"study_design_scores_gemma":[0.0002234281,0.000121293146,0.00011286207,0.00015105137,0.000029420551,2.3954033e-7,0.0477787,0.0000013665175,5.3166826e-7,0.046182383,0.9049716,0.00042710576],"about_ca_topic_score_codex":0.0001610946,"about_ca_topic_score_gemma":0.0057007982,"teacher_disagreement_score":0.7768926,"about_ca_system_score_codex":0.00022979065,"about_ca_system_score_gemma":0.00013957827,"threshold_uncertainty_score":0.9999666},"labels":[],"label_agreement":null},{"id":"W4385271585","doi":"10.18280/ijdne.180315","title":"A Comprehensive Review of Holistic Indicators for Seismic Vulnerability Assessment of Malaysia","year":2023,"lang":"en","type":"review","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Tun Hussein Onn Malaysia","keywords":"Vulnerability (computing); Vulnerability assessment; Context (archaeology); Seismic risk; Resilience (materials science); Scopus; Environmental resource management; Risk analysis (engineering); Geography; Environmental planning; Computer science; Psychological resilience; Engineering; Environmental science; Business; Civil engineering; Psychology; Computer security; Political science","score_opus":0.06709182213583963,"score_gpt":0.4306299396894814,"score_spread":0.36353811755364174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385271585","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000066905326,0.98996145,0.0071566566,0.00029747927,0.0012021365,0.0007671963,0.000119615506,0.0000059856634,0.00042255502],"genre_scores_gemma":[0.0010735408,0.99697316,0.0014249957,0.00011598611,0.00019844694,0.000012348104,0.000030463862,0.000015630205,0.00015544948],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755377,0.00032475995,0.0010626962,0.00017555115,0.0007347535,0.00014846836],"domain_scores_gemma":[0.99604833,0.0010154003,0.0020436817,0.00011821368,0.00070155814,0.000072832336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016205838,0.0001813112,0.0010886635,0.0004992448,0.00005554624,0.00003823163,0.0008238021,0.000244132,0.000016732316],"category_scores_gemma":[0.0004566508,0.0001389373,0.00046441454,0.00038990114,0.00022145182,0.00014180745,0.00009519066,0.00047971314,6.3254737e-7],"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":[0.00005141083,0.00027900172,0.00011719787,0.1284421,0.0023188423,0.000043791963,0.0005106965,0.0002987664,0.00000103389,0.021993425,0.004755326,0.84118843],"study_design_scores_gemma":[0.00032519508,0.0001789724,0.00013695848,0.07557386,0.001287958,0.000019625768,0.0003070003,0.0010085286,1.9902744e-7,0.0038974595,0.91701573,0.00024853158],"about_ca_topic_score_codex":0.000010325616,"about_ca_topic_score_gemma":0.0000050698686,"teacher_disagreement_score":0.91226035,"about_ca_system_score_codex":0.0001589367,"about_ca_system_score_gemma":0.0006213954,"threshold_uncertainty_score":0.5665699},"labels":[],"label_agreement":null},{"id":"W4385286348","doi":"10.1007/978-981-99-3874-2_10","title":"Conclusion, Implications and Recommendations","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Vulnerability (computing); Livelihood; Preparedness; Social capital; Government (linguistics); Social vulnerability; Disaster preparedness; Economic growth; Political science; Emergency management; Geography; Psychological resilience; Psychology; Computer security; Economics; Social psychology","score_opus":0.051600770476526746,"score_gpt":0.3375038772008036,"score_spread":0.2859031067242769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385286348","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000028438724,0.000030197656,0.00009591959,0.029533857,0.00021800507,0.00020387766,0.000012096138,0.00015044623,0.9697527],"genre_scores_gemma":[0.00043518722,0.0023108865,0.00011095602,0.0003463325,0.00011002012,0.000009100311,0.000029041668,0.000012045572,0.99663645],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945796,0.000010300456,0.00011393539,0.00018185803,0.00012450572,0.000111442496],"domain_scores_gemma":[0.9996121,0.000087379594,0.000053358446,0.00013440693,0.00004510179,0.000067683795],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016071415,0.000074808704,0.00008107214,0.00008090795,0.00055795186,0.00007925317,0.0001606326,0.000089843,0.0020480757],"category_scores_gemma":[0.0000231802,0.00006899749,0.000029771563,0.00003897263,0.00023654827,0.00007602413,0.00017011598,0.0000677447,0.000554242],"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":[1.5893158e-7,0.0000014363562,0.000010971317,0.0000024188191,0.0000070085075,2.9243952e-7,0.00093720324,3.612543e-8,3.2080217e-7,0.85873514,0.117258035,0.023046985],"study_design_scores_gemma":[0.000022047672,0.00000332906,0.00013316786,0.000018476128,0.000013074994,7.483011e-8,0.00056313275,0.0000011028637,4.9760086e-8,0.17823507,0.820932,0.00007848987],"about_ca_topic_score_codex":0.00009394678,"about_ca_topic_score_gemma":0.0024119,"teacher_disagreement_score":0.70367396,"about_ca_system_score_codex":0.00002033892,"about_ca_system_score_gemma":0.000043060387,"threshold_uncertainty_score":0.9988642},"labels":[],"label_agreement":null},{"id":"W4385286454","doi":"10.1007/978-981-99-3874-2","title":"Vulnerability, Social Capital and Disaster Preparedness","year":2023,"lang":"en","type":"book","venue":"","topic":"Disaster Management and Resilience","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":"University of Waterloo","funders":"","keywords":"Preparedness; Vulnerability (computing); Social capital; Social vulnerability; Emergency management; Disaster preparedness; Business; Environmental planning; Political science; Computer security; Sociology; Geography; Psychology; Computer science; Social science; Social psychology; Psychological resilience","score_opus":0.03209202911530938,"score_gpt":0.3237066118192303,"score_spread":0.29161458270392093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385286454","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051578996,0.000039551353,0.000011704382,0.0010731725,0.0008113796,0.0003962414,0.00001521191,0.00024376894,0.9922511],"genre_scores_gemma":[0.0071523665,0.000052575168,0.000008991324,0.00009299314,0.0008844182,0.00002063248,0.000023891676,0.000026512767,0.9917376],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998385,0.000094064206,0.00019057721,0.00044288757,0.0005439722,0.000343475],"domain_scores_gemma":[0.99952346,0.00010292521,0.00007636973,0.0001533165,0.000045303444,0.00009860544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043255836,0.0001858561,0.00024174614,0.00008083474,0.000582496,0.00027826085,0.00035360834,0.00024587585,0.00078461546],"category_scores_gemma":[0.000044852517,0.00016294513,0.000091630565,0.0000913398,0.0007756387,0.00019812421,0.00037175696,0.000158126,0.0003925186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000835397,0.000030194165,0.00011053674,0.00013405335,0.000053637123,0.0000122175015,0.14919566,2.5453085e-7,5.560774e-7,0.24900751,0.5920647,0.009382351],"study_design_scores_gemma":[0.00017896302,0.000022618406,0.00043677542,0.000051879924,0.00006945437,2.2795012e-7,0.04083998,0.000004533021,1.4409584e-7,0.10526771,0.8526289,0.0004988484],"about_ca_topic_score_codex":0.00027580708,"about_ca_topic_score_gemma":0.010633979,"teacher_disagreement_score":0.26056418,"about_ca_system_score_codex":0.00018348065,"about_ca_system_score_gemma":0.00024376645,"threshold_uncertainty_score":0.8590989},"labels":[],"label_agreement":null},{"id":"W4385288465","doi":"10.1007/978-981-99-3874-2_4","title":"Application of Qualitative Method for Vulnerability, Social Capital and Disaster Preparedness","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Preparedness; Social capital; Qualitative research; Vulnerability (computing); Natural disaster; Social vulnerability; Disaster research; Public relations; Emergency management; Disaster preparedness; Qualitative property; Sociology; Political science; Geography; Psychology; Social science; Social psychology; Computer security; Psychological resilience; Computer science","score_opus":0.09353355322386028,"score_gpt":0.44654592545522803,"score_spread":0.3530123722313677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385288465","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005354009,0.000026035645,0.060151268,0.0010731193,0.00022005652,0.0016215857,0.00011511813,0.00009107064,0.93616635],"genre_scores_gemma":[0.014361753,0.000019284465,0.0021916174,0.000035767178,0.00022790633,0.00012910781,0.00004220848,0.000026939082,0.9829654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99872637,0.00011524965,0.0002764664,0.00037357924,0.0003392794,0.00016903355],"domain_scores_gemma":[0.99893594,0.0005494004,0.00020572229,0.00012618833,0.00013690797,0.000045871177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355175,0.00014526754,0.00028861273,0.000074268755,0.0002474891,0.000045000532,0.00021031297,0.00018065015,0.00007814652],"category_scores_gemma":[0.00007063263,0.00012926533,0.00011401975,0.000042649262,0.0004942146,0.000115780276,0.0001271344,0.000066571534,0.000014581147],"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":[0.000015230048,0.000010306199,0.0000029613277,0.000116878626,0.000037430556,7.1231966e-8,0.22223936,3.970036e-7,0.000005811292,0.7613171,0.0014290648,0.01482543],"study_design_scores_gemma":[0.00023616677,0.000051654024,0.00003505214,0.00003155553,0.00011184214,4.675628e-8,0.17387871,0.0001017841,0.000004440466,0.7527571,0.07248118,0.00031051924],"about_ca_topic_score_codex":0.0005179791,"about_ca_topic_score_gemma":0.004009002,"teacher_disagreement_score":0.07105212,"about_ca_system_score_codex":0.000054456086,"about_ca_system_score_gemma":0.00005424346,"threshold_uncertainty_score":0.5271287},"labels":[],"label_agreement":null},{"id":"W4385289350","doi":"10.1002/sd.2684","title":"Principles for the consideration of intersectionality in place‐based disaster risk governance in islands","year":2023,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre; Hill's Pet Nutrition","keywords":"Intersectionality; Materiality (auditing); Vulnerability (computing); Sociology; Corporate governance; Power (physics); Gender studies; Computer science; Computer security; Economics; Aesthetics; Management","score_opus":0.029255576159122134,"score_gpt":0.30317049120413364,"score_spread":0.27391491504501153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385289350","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":[0.9786411,0.000041818083,0.0014378546,0.0021908265,0.00018442069,0.0010750726,0.0000040325963,0.000027723305,0.016397133],"genre_scores_gemma":[0.9861706,0.000029068762,0.00019981117,0.000044382006,0.000015518146,0.00017398811,0.0000051494703,0.0000034299471,0.013358087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904525,0.00008590432,0.00023562297,0.00014107575,0.00022730908,0.00026482227],"domain_scores_gemma":[0.99941117,0.0003264433,0.000098633056,0.000078580975,0.00006912225,0.000016059223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017521698,0.000057166042,0.00008214681,0.00008246867,0.00022512068,0.000041985473,0.00014229608,0.000028049279,0.000037049325],"category_scores_gemma":[0.00047988002,0.000043917476,0.00002127704,0.00050868833,0.00010647988,0.00013045678,0.00006389043,0.00005023972,0.0000033868512],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031819483,0.00021209495,0.5348162,0.0004747176,0.000039477854,0.000025287547,0.20447378,0.023947543,0.000007040805,0.21976888,0.0036373057,0.012279463],"study_design_scores_gemma":[0.00082050805,0.000019212948,0.6052257,0.00006400659,0.0000045710176,3.545463e-8,0.21876717,0.0037499957,0.00009804645,0.003983928,0.16713226,0.00013461038],"about_ca_topic_score_codex":0.000972227,"about_ca_topic_score_gemma":0.014231749,"teacher_disagreement_score":0.21578495,"about_ca_system_score_codex":0.00026373228,"about_ca_system_score_gemma":0.0003996502,"threshold_uncertainty_score":0.794165},"labels":[],"label_agreement":null},{"id":"W4385294279","doi":"10.4102/jamba.v15i1.1487","title":"Alternatives for sustained disaster risk reduction: A re-assessment","year":2023,"lang":"en","type":"article","venue":"Jàmbá Journal of Disaster Risk Studies","topic":"Disaster Management and Resilience","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":"Université de Montréal; Campus Notre-Dame-de-Foy; Collège de Rosemont","funders":"","keywords":"Disaster risk reduction; Vulnerability (computing); French; Context (archaeology); Hazard; Citizen journalism; Sociology; Political science; Environmental planning; Humanities; History; Geography; Computer security; Law; Computer science","score_opus":0.05920663401541681,"score_gpt":0.4284309281905222,"score_spread":0.3692242941751054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385294279","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":[0.97223276,0.0014899131,0.0019774989,0.006906215,0.0038086923,0.000809104,0.00003758449,0.00009364732,0.0126445815],"genre_scores_gemma":[0.97230077,0.008905248,0.0010198853,0.000052972366,0.0016664608,0.000049276125,0.0000020547182,0.000025405323,0.015977949],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972079,0.00045118947,0.00067953515,0.00029148534,0.0008232826,0.0005466039],"domain_scores_gemma":[0.9976504,0.00047624166,0.00097146473,0.00021144708,0.00054549344,0.0001449603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022948096,0.00022764021,0.0004766278,0.0003076814,0.0010942403,0.00021065958,0.0005101165,0.000054313015,0.000042154894],"category_scores_gemma":[0.00069549633,0.00016525539,0.00033078113,0.0005887276,0.00062375295,0.0007782094,0.00022172891,0.00024639568,0.00002458588],"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":[0.0006488377,0.0005174859,0.078235134,0.0002969318,0.0032159714,0.00008268875,0.6487849,0.00070328126,0.00008527003,0.011222472,0.18007557,0.076131485],"study_design_scores_gemma":[0.0015129229,0.00049909373,0.01306596,0.00018176343,0.0004008991,0.0000029215341,0.9013739,0.00009282269,0.00001898064,0.020152979,0.06239811,0.00029962944],"about_ca_topic_score_codex":0.000058285525,"about_ca_topic_score_gemma":0.0002855495,"teacher_disagreement_score":0.25258905,"about_ca_system_score_codex":0.0001752859,"about_ca_system_score_gemma":0.0001046049,"threshold_uncertainty_score":0.8416123},"labels":[],"label_agreement":null},{"id":"W4385321963","doi":"10.1002/sd.2686","title":"Improving the feedback loop between community‐ and policy‐level learning: Building resilience of coastal communities in Bangladesh","year":2023,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of Manitoba; Dalhousie University","funders":"","keywords":"Community resilience; Experiential learning; Transformative learning; Resilience (materials science); Psychological intervention; Learning community; Public relations; Environmental resource management; Psychological resilience; Process (computing); Business; Political science; Environmental planning; Psychology; Social psychology; Computer science; Geography; Economics; Mathematics education; Pedagogy","score_opus":0.03474571679813134,"score_gpt":0.30028959065868965,"score_spread":0.26554387386055833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385321963","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":[0.98886734,0.00004827016,0.00014250945,0.00092059624,0.000030345354,0.00034624554,0.0000015748741,0.00006507644,0.0095780585],"genre_scores_gemma":[0.9780748,0.00008055233,0.00025145715,0.000041222593,0.00002881001,0.000026311385,0.000010727923,0.000010760475,0.021475358],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977738,0.0006916937,0.00030668042,0.00012832164,0.00041599802,0.00068348175],"domain_scores_gemma":[0.9988529,0.00060763484,0.00012745321,0.00021222288,0.0001277803,0.0000719839],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0037870675,0.00012795726,0.00018512293,0.00039491977,0.001964523,0.00016413986,0.0007173792,0.00005998333,0.000011502299],"category_scores_gemma":[0.00054008875,0.00010841838,0.000022739323,0.0015183083,0.0007949798,0.00032891397,0.0011532281,0.00038978385,0.0000051130573],"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":[0.000026249954,0.000067561254,0.3527253,0.00050958176,0.00003963217,0.00002666114,0.50810355,0.00066043896,0.0001082701,0.052790094,0.00046205253,0.084480606],"study_design_scores_gemma":[0.00020729686,0.000025208185,0.22691637,0.00007490976,0.0000045202705,2.0211051e-7,0.75427395,0.00007173069,0.00012255913,0.0010142184,0.017150052,0.0001390026],"about_ca_topic_score_codex":0.035951637,"about_ca_topic_score_gemma":0.008125392,"teacher_disagreement_score":0.24617039,"about_ca_system_score_codex":0.00017698521,"about_ca_system_score_gemma":0.0005629563,"threshold_uncertainty_score":0.9993348},"labels":[],"label_agreement":null},{"id":"W4385363775","doi":"10.1515/9781553394495-017","title":"Can an Emergency Response Translate into Practicable Policy? Post-Flood Provincial–First Nations Housing in Alberta","year":2016,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Emergency response; Environmental planning; Business; Geography; Political science; Medicine; Medical emergency; Archaeology","score_opus":0.013992843538475446,"score_gpt":0.25657121259569776,"score_spread":0.24257836905722233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385363775","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048718893,0.0000014930342,0.000021495722,0.0072278166,0.0002596525,0.0010686682,0.00018955923,0.00013509775,0.99060905],"genre_scores_gemma":[0.07644172,0.00025898305,0.00008731198,0.00007078197,0.00015271147,0.0000042961683,0.000014188716,0.00005677303,0.92291325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971819,0.00040554433,0.00035332332,0.000763065,0.0006478371,0.0006483552],"domain_scores_gemma":[0.9982327,0.00031104108,0.00034597763,0.0005452798,0.00024128373,0.00032370206],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00050128245,0.0004157352,0.00038423593,0.0010127864,0.002048623,0.000090726164,0.0009720621,0.00044220313,0.00011620359],"category_scores_gemma":[0.00022027295,0.00043941528,0.00018214996,0.00010136369,0.00047633107,0.0007488391,0.00030828052,0.00035630606,0.000021206593],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044652104,0.000065569235,0.000028301427,0.00007512852,0.000078832876,0.000118707554,0.009599002,0.000010928726,0.000023603485,0.9875778,0.00016974541,0.0018058383],"study_design_scores_gemma":[0.00059881125,0.00011328174,0.00005455182,0.00025960492,0.0001366191,4.0558527e-7,0.0012806448,0.0000041796866,0.000023409944,0.0032369436,0.99366826,0.0006232629],"about_ca_topic_score_codex":0.16663857,"about_ca_topic_score_gemma":0.077737264,"teacher_disagreement_score":0.99349856,"about_ca_system_score_codex":0.0007751066,"about_ca_system_score_gemma":0.00060154084,"threshold_uncertainty_score":0.99980575},"labels":[],"label_agreement":null},{"id":"W4385396298","doi":"10.24043/001c.84786","title":"Island Cities and Disaster Risk: A Study of San Juan’s Hurricane Early Warning System","year":2023,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Warning system; Early warning system; Geography; Strengths and weaknesses; Hurricane katrina; Scholarship; Cartography; Natural disaster; Environmental planning; Political science; Computer science; Meteorology; Psychology","score_opus":0.0327765994446761,"score_gpt":0.32437062272280265,"score_spread":0.29159402327812656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385396298","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":[0.985749,0.0007324988,0.00002037856,0.00013437534,0.00053336873,0.00020173608,0.000005499184,0.000041220632,0.012581937],"genre_scores_gemma":[0.99358916,0.0011983315,0.0000072491916,0.00000639637,0.00029988535,0.0000081565895,2.2410902e-7,0.0000075453663,0.0048830197],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9983365,0.00033045476,0.00031014782,0.00016871966,0.00052823976,0.00032591604],"domain_scores_gemma":[0.9992891,0.00019068668,0.00024453245,0.00009440894,0.00010588113,0.00007541301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010639529,0.00012081786,0.0003114481,0.00017180627,0.001222825,0.00017093518,0.00019633412,0.000027873593,0.000016738579],"category_scores_gemma":[0.00013187646,0.000083799816,0.000050008653,0.00035093495,0.00029855862,0.00021085722,0.00016831864,0.00016812442,0.000010869458],"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":[0.000029536897,0.000044843997,0.5164391,0.00005729324,0.00028687078,0.00005688385,0.47425485,0.000035613033,0.0000028176435,0.00020915687,0.0059300303,0.0026530083],"study_design_scores_gemma":[0.0007207661,0.00030657047,0.16254511,0.00014116173,0.00009982431,0.0000046002942,0.83393264,0.000041404513,3.790982e-7,0.00021920547,0.0018718814,0.000116446165],"about_ca_topic_score_codex":0.00046191944,"about_ca_topic_score_gemma":0.00688535,"teacher_disagreement_score":0.3596778,"about_ca_system_score_codex":0.000035456025,"about_ca_system_score_gemma":0.000020369811,"threshold_uncertainty_score":0.9405105},"labels":[],"label_agreement":null},{"id":"W4385402502","doi":"10.1007/978-981-99-3874-2_8","title":"Linkage Between Vulnerability, Social Capital and Disaster Preparedness","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Social capital; Vulnerability (computing); Preparedness; Livelihood; Government (linguistics); Stakeholder; Economic growth; Business; Public relations; Socioeconomics; Political science; Geography; Sociology; Social science; Computer security; Economics","score_opus":0.05658347864883879,"score_gpt":0.3254265530914561,"score_spread":0.26884307444261735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385402502","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01041584,0.000032722888,0.000024846202,0.0013097815,0.0005095765,0.0004686552,0.000044307624,0.00026967208,0.9869246],"genre_scores_gemma":[0.08071596,0.00007258414,0.000015458458,0.00006216771,0.0012672795,0.000010424829,0.000034026496,0.000039980805,0.9177821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980756,0.00006004066,0.0002887516,0.0005587096,0.0006380498,0.00037883365],"domain_scores_gemma":[0.99932146,0.00015809681,0.00011646724,0.00020436454,0.00005641013,0.0001432207],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005286685,0.00026454328,0.00036144076,0.00010905106,0.00064451323,0.00028492344,0.00041520054,0.00038363063,0.0010370511],"category_scores_gemma":[0.00003593771,0.00023667667,0.00013584101,0.000053755044,0.0008607208,0.00022190661,0.00047908485,0.00025187767,0.00047872588],"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":[0.000007227719,0.00001683346,0.00088851363,0.0001386937,0.00012849116,0.000017624847,0.09292388,1.8168066e-7,7.626477e-7,0.86083734,0.020515569,0.02452487],"study_design_scores_gemma":[0.0003810732,0.00006266195,0.0032280842,0.00014492923,0.00026571637,2.8019616e-7,0.025973674,0.0000030551646,7.2603007e-7,0.28842703,0.6803322,0.0011806069],"about_ca_topic_score_codex":0.00034443458,"about_ca_topic_score_gemma":0.0045977994,"teacher_disagreement_score":0.6598166,"about_ca_system_score_codex":0.00009571051,"about_ca_system_score_gemma":0.00008188491,"threshold_uncertainty_score":0.99987614},"labels":[],"label_agreement":null},{"id":"W4385408535","doi":"10.1002/sd.2676","title":"Perspectives of racialized immigrant communities on adaptability to climate disasters following the <scp>UN</scp> Roadmap for Sustainable Development Goals (<scp>SDGs</scp>) 2030","year":2023,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University; University of Calgary","funders":"","keywords":"Vulnerability (computing); Disaster risk reduction; Community resilience; Extreme weather; Psychological resilience; Sustainable development; Context (archaeology); Adaptive capacity; Economic growth; Sociology; Climate change; Political science; Geography; Environmental planning; Psychology; Social psychology; Economics; Ecology","score_opus":0.01941179946860215,"score_gpt":0.2929900611496269,"score_spread":0.2735782616810247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385408535","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":[0.9682667,0.00031088435,0.0005689642,0.00087435916,0.00031867105,0.0041764053,0.000007532885,0.0002746915,0.025201766],"genre_scores_gemma":[0.9214027,0.00012276659,0.0014070894,0.00019315649,0.00006839502,0.0014190077,0.000041856976,0.000056993176,0.075288035],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99384636,0.0005957631,0.000935053,0.0006795827,0.0013581819,0.0025850749],"domain_scores_gemma":[0.9960145,0.0018690753,0.00034733303,0.0006517993,0.00081061816,0.00030670332],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006747911,0.0005146499,0.0006836632,0.00061405625,0.004452617,0.00053482584,0.0015015986,0.0001522734,0.000020240886],"category_scores_gemma":[0.0024791968,0.00041837708,0.00029266902,0.0021057145,0.00050063623,0.00062019506,0.0011527087,0.0002375121,0.00006524336],"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":[0.000058444726,0.00036966286,0.0044934223,0.00076585484,0.00033887787,0.00007587429,0.92156637,0.0006508006,0.000029459992,0.060527194,0.007425428,0.0036986182],"study_design_scores_gemma":[0.0005802957,0.0000825193,0.01514085,0.00009611948,0.000035588924,1.758513e-7,0.7191995,0.000023083649,0.00072599325,0.0014392374,0.2625565,0.00012018145],"about_ca_topic_score_codex":0.001623417,"about_ca_topic_score_gemma":0.0012260771,"teacher_disagreement_score":0.25513107,"about_ca_system_score_codex":0.001274612,"about_ca_system_score_gemma":0.0013944308,"threshold_uncertainty_score":0.9998268},"labels":[],"label_agreement":null},{"id":"W4385459653","doi":"10.1079/tourism.2023.0025","title":"Scaling Up Sustainability: The Case of Big Wheel Burger","year":2023,"lang":"en","type":"article","venue":"Tourism Cases","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pace; Doors; Big business; Notice; Sustainability; Advertising; Sociology; Marketing; Psychology; Business; Political science; Engineering; Law; Geography","score_opus":0.038900385657363826,"score_gpt":0.3376307814262145,"score_spread":0.2987303957688507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385459653","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":[0.9728301,0.00010642679,0.000026375797,0.004142882,0.0005149842,0.00023286029,0.0000032641458,0.000093587834,0.022049522],"genre_scores_gemma":[0.9685764,0.000056053264,0.000005746812,0.0000735282,0.0002563803,0.000012639059,9.381048e-7,0.000005144722,0.031013189],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990833,0.00013747772,0.0001445883,0.00014595783,0.00020696507,0.00028174595],"domain_scores_gemma":[0.9990564,0.00052508333,0.000056555455,0.00021838267,0.0000906686,0.000052938518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085051515,0.00006457511,0.000095318355,0.000079868565,0.00050586514,0.00006591963,0.0002020316,0.000034398578,0.00013840912],"category_scores_gemma":[0.00078707095,0.000043382886,0.000067836154,0.0006421872,0.0004613433,0.00009982024,0.0001173468,0.000056853707,0.000024880012],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048739075,0.00015030826,0.005965965,0.00022686028,0.00007035621,0.018873382,0.098523006,0.00034017803,0.000043657852,0.05787431,0.24108326,0.5768],"study_design_scores_gemma":[0.00032781746,0.000055456556,0.0036938132,0.000055879074,0.00009298915,0.000080244405,0.63852704,0.00042060824,0.00017327987,0.030557506,0.32566145,0.0003539307],"about_ca_topic_score_codex":0.008677143,"about_ca_topic_score_gemma":0.0012357815,"teacher_disagreement_score":0.57644606,"about_ca_system_score_codex":0.000029210265,"about_ca_system_score_gemma":0.00009057129,"threshold_uncertainty_score":0.99792415},"labels":[],"label_agreement":null},{"id":"W4385500236","doi":"10.4103/jehp.jehp_590_22","title":"A comparative study: Accreditation of universities' disaster risk management for health promotion","year":2023,"lang":"en","type":"article","venue":"Journal of Education and Health Promotion","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Iran University of Medical Sciences","keywords":"Accreditation; Emergency management; Business; Promotion (chess); Risk management; Ranking (information retrieval); Risk management framework; Certification and Accreditation; Public relations; Medicine; Medical education; Political science; Computer science; Finance; IT risk management","score_opus":0.11425090564662481,"score_gpt":0.4751918496821105,"score_spread":0.36094094403548566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385500236","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":[0.9731596,0.00009679471,0.0034802032,0.018139156,0.0011996126,0.0018763862,0.000008862317,0.000018900555,0.0020204706],"genre_scores_gemma":[0.9952429,0.00059967086,0.000802571,0.000072548944,0.00020228447,0.000018441038,0.000012184158,0.0000038393623,0.0030455645],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99870485,0.0003470082,0.0003900691,0.00010519138,0.0002985939,0.0001542742],"domain_scores_gemma":[0.9986863,0.000037636088,0.00088167965,0.000056163964,0.00023304677,0.000105160834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023979654,0.0000562628,0.00018067296,0.00032354656,0.00035303153,0.000029354405,0.000085591615,0.000020761814,0.0000113471215],"category_scores_gemma":[0.000013340188,0.000052629654,0.00003663836,0.0003807745,0.00005704234,0.00039515746,0.000017034667,0.000063667765,0.000002404543],"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":[0.00013589012,0.0051896353,0.012989036,0.0012716381,0.00014173037,6.020649e-7,0.6622611,0.00010019567,0.000004912541,0.02460367,0.073925026,0.21937655],"study_design_scores_gemma":[0.0008649612,0.0031148084,0.16917706,0.00030056006,0.000041244573,4.798284e-7,0.8143402,0.00017549352,0.0000011955502,0.004810664,0.007098818,0.00007455423],"about_ca_topic_score_codex":0.00016213192,"about_ca_topic_score_gemma":0.0003448868,"teacher_disagreement_score":0.21930198,"about_ca_system_score_codex":0.00021870332,"about_ca_system_score_gemma":0.00062033965,"threshold_uncertainty_score":0.27152687},"labels":[],"label_agreement":null},{"id":"W4385515418","doi":"10.1093/oep/gpad029","title":"Charitable donations to natural disasters: evidence from an online platform","year":2023,"lang":"en","type":"article","venue":"Oxford Economic Papers","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Deutsche Forschungsgemeinschaft","keywords":"Natural disaster; Event (particle physics); Business; Geography","score_opus":0.06911168708804279,"score_gpt":0.33724256474094894,"score_spread":0.26813087765290616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385515418","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":[0.9432553,0.00003112823,0.000006459412,0.004517363,0.0009906777,0.0002258011,0.00006399945,0.00015808013,0.050751176],"genre_scores_gemma":[0.97750455,0.00031522757,0.00023748376,0.0006306273,0.00035213836,0.000024738672,0.00010909374,0.000011026039,0.02081514],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998949,0.00002469309,0.00017034449,0.00033090348,0.00014031542,0.0003847683],"domain_scores_gemma":[0.99942136,0.00012476837,0.00004755516,0.00021894003,0.000011010462,0.00017635911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025771494,0.00010294716,0.00012019002,0.00010770954,0.00034016924,0.00019925943,0.0005423709,0.000042709922,0.0007321126],"category_scores_gemma":[0.000072910174,0.000101264835,0.000051478546,0.00022039203,0.00010782541,0.0012024688,0.00012324433,0.00006976802,0.00063710095],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024351865,0.00031718364,0.10728323,0.000053144307,0.00031114926,0.00003657245,0.2434306,0.012673483,0.003650445,0.072612174,0.054178763,0.50520974],"study_design_scores_gemma":[0.0003872299,0.00008595088,0.12714855,0.000112798894,0.000031596097,2.1630622e-7,0.10009958,0.004906946,0.00003542385,0.0021845538,0.7644128,0.0005943245],"about_ca_topic_score_codex":0.0029211468,"about_ca_topic_score_gemma":0.04146423,"teacher_disagreement_score":0.71023405,"about_ca_system_score_codex":0.0001765583,"about_ca_system_score_gemma":0.0000729881,"threshold_uncertainty_score":0.97602654},"labels":[],"label_agreement":null},{"id":"W4385531129","doi":"10.1515/9780773589537-002","title":"Introduction: Multilevel Governance and Canadian Emergency Management Policy","year":2013,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Multi-level governance; Business; Political science; Public administration; Finance","score_opus":0.012569152205862294,"score_gpt":0.21741723869848123,"score_spread":0.20484808649261893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385531129","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006984451,0.000005661175,0.000012780778,0.0029269943,0.00060383626,0.00072570425,0.00014360447,0.00009404445,0.9954804],"genre_scores_gemma":[0.0016927493,0.0024602355,0.00013726711,0.00011298642,0.00063316966,0.0000029774194,0.000012383337,0.000030700354,0.9949175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804264,0.00005741038,0.00019749388,0.00067048025,0.0004759814,0.0005559636],"domain_scores_gemma":[0.9987775,0.000013415109,0.0002094325,0.00043029722,0.00012474364,0.00044461677],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012152883,0.00033858328,0.00027005625,0.00029433955,0.0011700443,0.000076453216,0.0006499354,0.00026756243,0.00085089204],"category_scores_gemma":[0.000011642048,0.00039518956,0.00011094153,0.000032453336,0.00041884306,0.00028664953,0.00041821165,0.00025674526,0.00010388413],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008418134,0.0000060917073,0.0000036994654,0.00006183513,0.00010583024,0.000059193557,0.00044265427,0.000002992032,1.8540153e-7,0.91794336,0.066699445,0.014666302],"study_design_scores_gemma":[0.0002101916,0.000015841073,0.0001694942,0.00005861345,0.00010224489,3.330961e-7,0.0004573397,0.0000042394913,0.000001563352,0.0018155621,0.9967337,0.00043087755],"about_ca_topic_score_codex":0.29850063,"about_ca_topic_score_gemma":0.003413972,"teacher_disagreement_score":0.9300343,"about_ca_system_score_codex":0.0006237551,"about_ca_system_score_gemma":0.0001002151,"threshold_uncertainty_score":0.99985},"labels":[],"label_agreement":null},{"id":"W4385534621","doi":"10.1515/9780773589537-004","title":"Emergency Planning in Nova Scotia","year":2013,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Geography; History; Archaeology; Engineering; Aeronautics","score_opus":0.02726455949286843,"score_gpt":0.25002643223682525,"score_spread":0.2227618727439568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385534621","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000101900005,0.0000046528826,0.000020212483,0.00012695968,0.0006659316,0.0006060259,0.0000349815,0.00013295034,0.9983064],"genre_scores_gemma":[0.0077853003,0.00015095722,0.00007162274,0.000046498804,0.00011905828,6.520276e-7,0.000011562951,0.0000329851,0.99178135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979654,0.000095331736,0.00026611137,0.00058155705,0.00055647537,0.000535157],"domain_scores_gemma":[0.99904555,0.000043230804,0.00024729606,0.00037186634,0.00010377063,0.00018826207],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019996696,0.0003446981,0.00035954404,0.0003786614,0.00045010514,0.000056497294,0.00092091656,0.0003957774,0.0011488463],"category_scores_gemma":[0.000014481776,0.00039710384,0.00016824075,0.000035981877,0.00034218532,0.00031170773,0.0005049247,0.00043104353,0.00022486951],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021374688,0.000016055952,0.000113084534,0.000057564575,0.00005845859,0.00017029305,0.0015833382,0.000024977113,0.0000015200392,0.97887665,0.017688124,0.0013885711],"study_design_scores_gemma":[0.00026637618,0.000023102104,0.000119665885,0.00024393223,0.00006361237,1.2641169e-7,0.0010325402,0.00000490603,0.0000046524415,0.0014105877,0.9963548,0.00047569856],"about_ca_topic_score_codex":0.018221265,"about_ca_topic_score_gemma":0.00012846981,"teacher_disagreement_score":0.97866666,"about_ca_system_score_codex":0.00023955996,"about_ca_system_score_gemma":0.00005341764,"threshold_uncertainty_score":0.99984807},"labels":[],"label_agreement":null},{"id":"W4385549062","doi":"10.7758/rsf.2023.9.5.06","title":"Disastrous Burdens: Hurricane Katrina, Federal Housing Assistance, and Well-Being","year":2023,"lang":"en","type":"article","venue":"RSF The Russell Sage Foundation Journal of the Social Sciences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Princeton University; Sage Foundation; National Institute of Child Health and Human Development; Russell Sage Foundation; Robert Wood Johnson Foundation; John D. and Catherine T. MacArthur Foundation; National Science Foundation","keywords":"Denial; Agency (philosophy); Emergency management; Hurricane katrina; Toll; Business; Documentation; Public administration; Political science; Natural disaster; Geography; Psychology; Sociology; Medicine; Law","score_opus":0.02019177776773356,"score_gpt":0.31707553082901446,"score_spread":0.2968837530612809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385549062","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":[0.9239839,0.00013024034,0.00048394155,0.022975396,0.0015356507,0.0002151655,5.207183e-7,0.000042076026,0.050633125],"genre_scores_gemma":[0.9935497,0.00035083303,0.00008039143,0.00022172094,0.00083115516,0.000001525929,2.0705545e-7,0.0000060429934,0.0049584094],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99760824,0.00047683794,0.0003132091,0.00016310076,0.0010519831,0.00038659933],"domain_scores_gemma":[0.99905473,0.00023416725,0.0004894225,0.000089054745,0.00007158644,0.0000610418],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034846833,0.00010643453,0.00015670419,0.00010478892,0.0063457624,0.00097267685,0.0009567583,0.00004184547,0.00007740111],"category_scores_gemma":[0.00022372454,0.000060749848,0.00013533053,0.0015057763,0.0018349923,0.0006475009,0.00017224113,0.00018606333,0.000027277829],"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":[0.00012722517,0.00020479805,0.11482946,0.00008319325,0.00025658976,0.000040075112,0.2844812,0.0022891783,0.00092821533,0.24523921,0.022047762,0.3294731],"study_design_scores_gemma":[0.0012357045,0.00027552198,0.17891331,0.0004343719,0.00028951894,0.000023617888,0.39688152,0.0011674815,0.00009254985,0.115647994,0.30421007,0.0008283499],"about_ca_topic_score_codex":0.00028773912,"about_ca_topic_score_gemma":0.0005434646,"teacher_disagreement_score":0.32864475,"about_ca_system_score_codex":0.00009048152,"about_ca_system_score_gemma":0.00016974451,"threshold_uncertainty_score":0.99494785},"labels":[],"label_agreement":null},{"id":"W4385564833","doi":"10.69554/afpw7155","title":"Building community resiliency and trust: A framework","year":2023,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Leverage (statistics); Preparedness; Emergency management; Public relations; Context (archaeology); Community resilience; Business; Knowledge management; Community engagement; Political science; Process management; Engineering; Computer science; Geography","score_opus":0.03773220046174335,"score_gpt":0.3635984976119458,"score_spread":0.32586629715020243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385564833","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":[0.6933505,0.000021585272,0.0006227193,0.0015389152,0.00012758208,0.000084994324,2.8468716e-7,0.00021286018,0.30404055],"genre_scores_gemma":[0.9765296,0.00011970232,0.0014236177,0.00020141208,0.000055145483,0.0000047354656,3.3532126e-7,0.0000035802277,0.021661894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992405,0.00017337965,0.000072294504,0.0000938624,0.00019464696,0.00022530381],"domain_scores_gemma":[0.99952185,0.00023276065,0.000017659546,0.00014682183,0.000013472786,0.00006746279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082882197,0.00004627314,0.000058493682,0.00007021981,0.000975954,0.000112912465,0.00026046828,0.000045270048,0.00016145602],"category_scores_gemma":[0.00031422405,0.000039839946,0.00001759115,0.0005825519,0.000267332,0.0001627502,0.00017228551,0.00014020428,0.00009580812],"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":[0.0000029521755,0.000020839683,0.021249268,0.000014141199,0.0000049516757,0.0000033119024,0.025119092,0.0000045918605,0.00004203775,0.9222136,0.0066454313,0.024679773],"study_design_scores_gemma":[0.00018627127,0.00005594046,0.17861989,0.00008631524,0.000014771764,3.0072977e-7,0.14836659,0.00035196202,0.000038593218,0.4723149,0.19965559,0.0003088892],"about_ca_topic_score_codex":0.0013043039,"about_ca_topic_score_gemma":0.00067200745,"teacher_disagreement_score":0.44989872,"about_ca_system_score_codex":0.000010652384,"about_ca_system_score_gemma":0.0000145723525,"threshold_uncertainty_score":0.7506348},"labels":[],"label_agreement":null},{"id":"W4385582777","doi":"10.1016/j.ijdrr.2023.103914","title":"A novel framework to assess multidimensional disaster resilience of children: From conceptualization to quantification","year":2023,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Conceptualization; Resilience (materials science); Disaster risk reduction; Emergency management; Environmental planning; Environmental resource management; Geography; Psychology; Computer science; Political science; Artificial intelligence; Environmental science","score_opus":0.04310321697684571,"score_gpt":0.365093498463053,"score_spread":0.3219902814862073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385582777","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":[0.8644501,0.000018468136,0.1290903,0.001991701,0.0037663358,0.00026378458,0.00005965964,0.000027681606,0.0003319721],"genre_scores_gemma":[0.9891489,0.00007658615,0.008975856,0.000099169374,0.0011077233,0.000008533514,0.00003127513,0.000014270877,0.00053766486],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9972303,0.00019872499,0.00066261133,0.00028515887,0.0014134619,0.00020972961],"domain_scores_gemma":[0.9980459,0.00019248332,0.0006360871,0.00018648166,0.00076824194,0.00017077805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008240432,0.00013152488,0.00019825902,0.0005003044,0.00015282138,0.0001291965,0.0006448706,0.00008387626,0.00011647882],"category_scores_gemma":[0.0009843962,0.00012119975,0.000119529075,0.00078379177,0.0001872951,0.000690464,0.00013096514,0.00015918392,0.00011897464],"study_design_candidate":"observational","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":[0.0020079133,0.0017594789,0.13138632,0.000025215533,0.0010388953,0.000019910363,0.34297523,0.097536474,0.21427344,0.06357061,0.02116021,0.1242463],"study_design_scores_gemma":[0.0028588364,0.0007761718,0.7291189,0.0020958278,0.0003381841,0.000043873668,0.21095392,0.0020567703,0.019440914,0.009707705,0.021348258,0.0012606266],"about_ca_topic_score_codex":0.00041890112,"about_ca_topic_score_gemma":0.000088018394,"teacher_disagreement_score":0.5977326,"about_ca_system_score_codex":0.00011480093,"about_ca_system_score_gemma":0.000088914276,"threshold_uncertainty_score":0.49423826},"labels":[],"label_agreement":null},{"id":"W4385605588","doi":"10.1515/9780773589537-006","title":"Emergency Management in Alberta: A Study in Multilevel Governance","year":2013,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Business; Political science; Public administration; Finance","score_opus":0.02031606548771811,"score_gpt":0.24288772723003652,"score_spread":0.2225716617423184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385605588","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003599037,0.000002434395,0.0000053420667,0.00013581391,0.00036683146,0.002234153,0.000028291115,0.000057054862,0.9968102],"genre_scores_gemma":[0.042946123,0.00067823805,0.000054403274,0.000029830102,0.000040309198,0.000012849503,0.0000042261872,0.000032691773,0.9562013],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973421,0.00015926734,0.0003815416,0.00081756816,0.0007213109,0.0005781733],"domain_scores_gemma":[0.9989335,0.000055906,0.00029343923,0.00050709606,0.00006604247,0.00014404356],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002516768,0.000412029,0.00044383842,0.0003215276,0.00034439427,0.000045721277,0.0011387203,0.00025765027,0.00037038128],"category_scores_gemma":[0.0000134237935,0.00047349688,0.0001408889,0.00005288163,0.00020406593,0.00032184925,0.000847477,0.00039635153,0.000099784666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047454367,0.00016863408,0.00032095003,0.00007294491,0.00011035428,0.00040915652,0.0036769141,0.000023531686,1.2618156e-7,0.98545104,0.0029970421,0.0067218696],"study_design_scores_gemma":[0.0010530187,0.00004717705,0.0027435177,0.00020282707,0.000086429995,5.603455e-8,0.0029451696,0.000017227721,6.4546106e-7,0.001146882,0.9911792,0.000577849],"about_ca_topic_score_codex":0.07590218,"about_ca_topic_score_gemma":0.0031111701,"teacher_disagreement_score":0.9881822,"about_ca_system_score_codex":0.0005319499,"about_ca_system_score_gemma":0.000030553005,"threshold_uncertainty_score":0.99977165},"labels":[],"label_agreement":null},{"id":"W4385656385","doi":"10.18060/25833","title":"COVID-19 Reflections of Hyperlocal, Placed-Based Engagement","year":2023,"lang":"en","type":"article","venue":"Metropolitan Universities","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":"York University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medicine; Virology; Outbreak; Internal medicine","score_opus":0.06765851857252517,"score_gpt":0.3725266184597293,"score_spread":0.3048680998872041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385656385","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":[0.20001052,0.00005070367,0.0019073446,0.004091999,0.00038653158,0.00021797472,0.000024939054,0.0003782441,0.79293174],"genre_scores_gemma":[0.93269414,0.000045879016,0.00024605807,0.00029534326,0.000049199643,0.0000023651753,0.0000073414694,0.000005490079,0.06665417],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988778,0.00024825466,0.000098257566,0.00014479566,0.00035753107,0.00027335054],"domain_scores_gemma":[0.99936193,0.0002165204,0.000050842213,0.00014529772,0.000047835383,0.00017758294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049587974,0.0000699687,0.00010503275,0.00049471087,0.0008280607,0.00003113107,0.0002795128,0.000036656824,0.0007367772],"category_scores_gemma":[0.0001473483,0.000072792136,0.00007070271,0.0011117628,0.00072044955,0.0001524927,0.00007166313,0.00006040025,0.00006318446],"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":[0.00003307959,0.00005642597,0.0014262714,0.00007883024,0.00005050794,0.000023770928,0.021482395,0.0008640964,0.00015623443,0.9296037,0.046045687,0.00017899764],"study_design_scores_gemma":[0.0002057051,0.0000496042,0.0002212433,0.000006549733,0.000023585944,3.9381167e-8,0.6264067,0.000087247,0.00008435223,0.0011257413,0.37170923,0.00007997497],"about_ca_topic_score_codex":0.005823786,"about_ca_topic_score_gemma":0.0017663382,"teacher_disagreement_score":0.92847794,"about_ca_system_score_codex":0.0010260616,"about_ca_system_score_gemma":0.0005934532,"threshold_uncertainty_score":0.8803861},"labels":[],"label_agreement":null},{"id":"W4385740120","doi":"10.1080/13636820.2023.2246332","title":"Sounding the alarm: an exploration of professionalization within the Ontario fire service focused on the issues, challenges, pressures, and opportunities for transforming a lauded public sector institution","year":2023,"lang":"en","type":"article","venue":"Journal of Vocational Education and Training","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accountability; Public administration; Institution; Professionalization; Agency (philosophy); Public relations; Service (business); Political science; Mandate; New institutionalism; Sociology; Politics; Economy; Law; Economics; Social science","score_opus":0.4197612525681145,"score_gpt":0.39319859203686947,"score_spread":0.026562660531245008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385740120","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":[0.7711211,0.00081209757,0.0006819449,0.22341526,0.0007243419,0.0007120699,0.0000033855858,0.000016405056,0.0025133858],"genre_scores_gemma":[0.99790394,0.0005077478,0.00010191528,0.0004858527,0.00026284982,0.00005338628,0.00001577131,0.000004654452,0.0006638859],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99903136,0.00020206413,0.00024362646,0.00007930076,0.00035597573,0.00008764381],"domain_scores_gemma":[0.9990001,0.0002886084,0.00029985316,0.00006300277,0.00030745452,0.000041011754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023034452,0.00006117881,0.00007537647,0.00008349412,0.00089803914,0.00013574754,0.00015861024,0.00003313013,0.000011417766],"category_scores_gemma":[0.0001952532,0.000033251126,0.00002237369,0.00017460363,0.00013364045,0.0011198979,0.000009590101,0.0000948322,1.825794e-7],"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":[0.000027814862,0.00006260482,0.00010781651,0.000040615596,0.000029272063,8.616604e-8,0.42600325,0.00010414011,0.000023189452,0.5032664,0.0002677518,0.070067056],"study_design_scores_gemma":[0.000379783,0.00011628146,0.018120611,0.00034457823,0.0000630171,0.000003602168,0.86183304,0.0013022596,0.00002102762,0.028930044,0.08877943,0.00010630983],"about_ca_topic_score_codex":0.000403038,"about_ca_topic_score_gemma":0.010441649,"teacher_disagreement_score":0.47433636,"about_ca_system_score_codex":0.000035380825,"about_ca_system_score_gemma":0.0009425133,"threshold_uncertainty_score":0.6907082},"labels":[],"label_agreement":null},{"id":"W4385810041","doi":"10.1111/1752-1688.13151","title":"Building resilience to extreme weather and climate events in the rural water and wastewater sectors","year":2023,"lang":"en","type":"article","venue":"JAWRA Journal of the American Water Resources Association","topic":"Disaster Management and Resilience","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":"ARC Resources (Canada); University of Calgary","funders":"Climate Program Office","keywords":"Extreme weather; Vulnerability (computing); Resilience (materials science); Environmental resource management; Psychological resilience; Indigenous; Environmental planning; Climate change; Business; Environmental science; Psychology; Ecology; Computer science; Computer security","score_opus":0.011481221918214567,"score_gpt":0.2663015709712787,"score_spread":0.25482034905306417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385810041","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":[0.9851247,0.000016544021,0.0000030608965,0.0141977575,0.00015404161,0.00017113739,8.560218e-7,0.0000103206,0.0003215786],"genre_scores_gemma":[0.9980608,0.00010086595,0.000034121756,0.0004215634,0.00014623655,0.0000038808375,2.916856e-7,0.000008137536,0.0012241038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979055,0.0006056908,0.00026799692,0.00012007088,0.00065065693,0.0004500828],"domain_scores_gemma":[0.99944043,0.00011265032,0.00023944503,0.00010718167,0.000041060302,0.000059236005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029527151,0.000096187214,0.00017288614,0.00017580648,0.00039971323,0.00016205992,0.0004477866,0.000027294922,0.000008125383],"category_scores_gemma":[0.00010268039,0.000040993793,0.00005999352,0.00039726618,0.00013363083,0.00024921776,0.00021680522,0.00014825145,0.000010536933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078411766,0.00002582017,0.7795719,0.0000113772685,0.00003753596,0.000006859495,0.20304687,0.00033881687,0.012551293,0.000050985127,0.0006046117,0.003675546],"study_design_scores_gemma":[0.00043790977,0.00015086673,0.8944694,0.00013976758,0.000053832002,0.0000057211864,0.06913336,0.000084983345,0.0012682285,0.0012143148,0.03282239,0.00021924447],"about_ca_topic_score_codex":0.00044111506,"about_ca_topic_score_gemma":0.00026757564,"teacher_disagreement_score":0.1339135,"about_ca_system_score_codex":0.000106342566,"about_ca_system_score_gemma":0.0000053192744,"threshold_uncertainty_score":0.30743113},"labels":[],"label_agreement":null},{"id":"W4386163192","doi":"10.1080/19475705.2023.2250531","title":"Spatial and temporal evolution of post-disaster data for damage assessment of civil infrastructure systems","year":2023,"lang":"en","type":"article","venue":"Geomatics Natural Hazards and Risk","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Egg Farmers of Canada; National Institute of Standards and Technology; University of Notre Dame; Rensselaer Polytechnic Institute","keywords":"Metadata; Interoperability; Computer science; Data science; Process (computing); Volunteered geographic information; Field (mathematics); Data integration; Spatial analysis; Spatial data infrastructure; Data quality; Data collection; Data mining; Information retrieval; Geography; World Wide Web; Remote sensing; Engineering","score_opus":0.012527588408398701,"score_gpt":0.3077369800211965,"score_spread":0.2952093916127978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386163192","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":[0.99525154,0.00036526084,0.0018419814,0.00015123902,0.00055384,0.00050488155,0.0004910566,0.000024780158,0.0008154109],"genre_scores_gemma":[0.99805737,0.00028113113,0.00094815134,0.000004042278,0.000094372255,0.0000044707776,0.00010759523,0.0000054889297,0.00049739965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989858,0.000084042826,0.00025044332,0.00018195219,0.00031878354,0.00017893735],"domain_scores_gemma":[0.9992948,0.00011182693,0.00022713722,0.00022762941,0.000091673974,0.000046896967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068028027,0.00008831508,0.00019870988,0.00009305025,0.00020857413,0.000061035775,0.00024546846,0.00006894925,0.000006748659],"category_scores_gemma":[0.000118292664,0.00006396485,0.000027578,0.0001869645,0.0002688368,0.00023375939,0.00025974758,0.000075620206,3.5367432e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001714252,0.00016871412,0.74615085,0.004600696,0.0005678144,0.0000075698604,0.028745981,0.00079102546,0.0012666029,0.078433074,0.021543695,0.117552534],"study_design_scores_gemma":[0.0008184962,0.00017697879,0.62296784,0.00018977196,0.00017586528,7.3747e-7,0.029253194,0.3376023,0.000005595263,0.004234837,0.004346991,0.00022738417],"about_ca_topic_score_codex":0.0027720586,"about_ca_topic_score_gemma":0.0037269965,"teacher_disagreement_score":0.33681127,"about_ca_system_score_codex":0.000018112392,"about_ca_system_score_gemma":0.00008922593,"threshold_uncertainty_score":0.41905418},"labels":[],"label_agreement":null},{"id":"W4386230846","doi":"10.1109/istas55053.2022.10227131","title":"Social Vulnerability in the Context of Water Infrastructure Management","year":2022,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","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":true,"ca_institutions":"Concordia University","funders":"","keywords":"Vulnerability (computing); Critical infrastructure; Context (archaeology); Social vulnerability; Environmental planning; Flood myth; Critical infrastructure protection; Business; Risk management; Vulnerability assessment; Environmental resource management; Risk analysis (engineering); Computer security; Computer science; Geography; Economics; Psychological resilience; Finance","score_opus":0.014918167971905386,"score_gpt":0.29464884819997367,"score_spread":0.2797306802280683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386230846","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":[0.5601398,0.0000046800305,0.000012986766,0.0051239138,0.00010318429,0.00027501167,0.0000010677227,0.000010537734,0.43432885],"genre_scores_gemma":[0.9936569,0.000002517649,0.000015125071,0.0006926906,0.000026884936,0.000032337175,0.0000018271944,0.0000015036395,0.0055702184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99888015,0.00032810494,0.000115033865,0.00010418036,0.0004100398,0.00016251656],"domain_scores_gemma":[0.9998467,0.000021461934,0.00002142668,0.000091757174,0.000009335244,0.000009334324],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009861937,0.00003942003,0.000062220985,0.0000382227,0.0004784879,0.00002405955,0.00045002886,0.000011858241,0.0019633174],"category_scores_gemma":[0.000004435912,0.000022181592,0.000034646906,0.00019265227,0.00019030948,0.00006338865,0.00019798269,0.000085328626,0.000004803185],"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":[0.000027031625,0.00014890023,0.0140300095,0.000024960702,0.000016052596,0.000006931621,0.26805905,0.000075883734,0.000035637433,0.65668464,0.026528588,0.034362353],"study_design_scores_gemma":[0.00026897335,0.000023405024,0.043315437,9.5254853e-7,0.00000807246,9.297448e-8,0.5570532,0.000012961543,0.000029188417,0.018844891,0.38036537,0.00007746796],"about_ca_topic_score_codex":0.0005072618,"about_ca_topic_score_gemma":0.00076745474,"teacher_disagreement_score":0.63783973,"about_ca_system_score_codex":0.000040116025,"about_ca_system_score_gemma":0.000008356366,"threshold_uncertainty_score":0.99894905},"labels":[],"label_agreement":null},{"id":"W4386271661","doi":"10.1007/s11673-023-10275-2","title":"Meme Science, Pandemic Preparedness, and the Trajectory of Failure","year":2023,"lang":"en","type":"article","venue":"Journal of Bioethical Inquiry","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Public Health Ontario; University of Toronto","funders":"","keywords":"Pandemic; Preparedness; Coronavirus disease 2019 (COVID-19); Public health; Health care; Political science; Medical law; Medicine; Public relations; Nursing; Law; Disease","score_opus":0.06939995880391202,"score_gpt":0.3861539733901817,"score_spread":0.31675401458626967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386271661","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":[0.9868436,0.0002991094,0.00006206846,0.00654473,0.0008326153,0.0001183286,6.556904e-7,0.000020916377,0.005277964],"genre_scores_gemma":[0.9983552,0.0006685962,0.000073528834,0.00015509024,0.00031325617,0.0000010997389,9.292367e-8,0.0000030284402,0.00043012373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99826247,0.00022354326,0.00032115125,0.000108977285,0.00086956273,0.00021429558],"domain_scores_gemma":[0.9989612,0.0003967771,0.0002519201,0.000105165585,0.00018976835,0.00009518254],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0060748383,0.000059040187,0.00018345109,0.00019085807,0.00033513617,0.000083092964,0.00057190505,0.00008690852,0.000028312747],"category_scores_gemma":[0.0008795411,0.00003305322,0.000104839,0.0009717634,0.01010828,0.0003197281,0.00012875747,0.00028281877,0.000005402293],"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":[0.000657974,0.00018897979,0.017730245,0.00016606165,0.00020597356,0.000051864583,0.60513324,0.000095066396,0.010812922,0.2905044,0.046067566,0.028385721],"study_design_scores_gemma":[0.0049369903,0.0005696465,0.056783773,0.0005654586,0.00033576295,0.000034953977,0.75804603,0.00044202132,0.000597827,0.074973375,0.102156095,0.0005580896],"about_ca_topic_score_codex":0.000055034237,"about_ca_topic_score_gemma":0.00012861924,"teacher_disagreement_score":0.215531,"about_ca_system_score_codex":0.000030820833,"about_ca_system_score_gemma":0.0003434497,"threshold_uncertainty_score":0.99258566},"labels":[],"label_agreement":null},{"id":"W4386281010","doi":"10.5751/es-14263-280312","title":"Collaborative everyday adaptation to deal with peatland fires: a case study on the east coast of Sumatra, Indonesia","year":2023,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Saastamoisen säätiö; Lembaga Pengelola Dana Pendidikan; Itä-Suomen Yliopisto","keywords":"Vulnerability (computing); Environmental resource management; Peat; Preparedness; Citizen journalism; Geography; Collaborative governance; Everyday life; Environmental planning; Psychological resilience; Climate change; Corporate governance; Resource (disambiguation); Government (linguistics); Political science; Business; Ecology; Environmental science","score_opus":0.02291728154896187,"score_gpt":0.29090970434606317,"score_spread":0.2679924227971013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386281010","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":[0.9969377,0.0000050532612,0.000015391262,0.0014299236,0.000040177005,0.00054160185,0.0000042251386,0.000020282214,0.0010056287],"genre_scores_gemma":[0.9990195,0.000013183406,0.000034436067,0.00017366406,0.000025423853,0.000046988276,0.0000012098884,0.000002836902,0.00068275887],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993009,0.00020240553,0.00007969381,0.00013409667,0.00013975153,0.00014317525],"domain_scores_gemma":[0.99954504,0.00025809393,0.00004523403,0.000058263548,0.000055964865,0.000037382157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005397504,0.000057148172,0.000093204806,0.000019916077,0.0006468372,0.00002720016,0.00007928539,0.000040664203,0.000010638997],"category_scores_gemma":[0.000014214358,0.000035849822,0.000019341427,0.00047270363,0.00026307683,0.000059645015,0.00003695401,0.000057292913,0.000006999826],"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":[0.000035072488,0.00009601683,0.29027995,0.000005835549,0.000062291554,0.00006844339,0.70340884,0.00011232208,0.0000034698444,0.0013945632,0.0040915306,0.0004416712],"study_design_scores_gemma":[0.00021143949,0.00025614075,0.34539434,0.0000044829612,0.00001339875,0.0000012431268,0.6535394,0.000043470693,6.329138e-7,0.0000288374,0.00047003417,0.00003654557],"about_ca_topic_score_codex":0.0006130071,"about_ca_topic_score_gemma":0.030000458,"teacher_disagreement_score":0.055114377,"about_ca_system_score_codex":0.00001499544,"about_ca_system_score_gemma":0.00007668956,"threshold_uncertainty_score":0.9876995},"labels":[],"label_agreement":null},{"id":"W4386288988","doi":"10.1002/rhc3.12277","title":"A renewed awareness: Reinvigorating preparedness research for crisis and disaster management","year":2023,"lang":"en","type":"article","venue":"Risk Hazards & Crisis in Public Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Crisis management; Emergency management; Business; Political science","score_opus":0.09066090887822222,"score_gpt":0.4395498711241482,"score_spread":0.34888896224592597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386288988","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":[0.8192256,0.00026879518,0.00097490044,0.04061965,0.00070115464,0.0028012625,0.00010527107,0.00059571647,0.13470763],"genre_scores_gemma":[0.98894644,0.0018849785,0.00055585266,0.00034719356,0.00051514385,0.00078405096,0.000022186383,0.00003927013,0.0069048665],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99528813,0.00087402394,0.0004762023,0.0008326354,0.0010841644,0.0014448449],"domain_scores_gemma":[0.9983458,0.00039394957,0.00014075564,0.0006041316,0.00022937838,0.00028601318],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0066173826,0.00022105254,0.0003101825,0.0017196264,0.0014339302,0.0009611354,0.0008965208,0.0001501119,0.000032289743],"category_scores_gemma":[0.0014442703,0.00021135392,0.00010317986,0.0043666735,0.0004265167,0.0008186614,0.00081177364,0.00022764989,0.0000457703],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010603548,0.00023614166,0.026886936,0.00039196416,0.00015515773,0.000032732212,0.11836141,0.00007845564,0.000009331491,0.32973894,0.3495321,0.17447078],"study_design_scores_gemma":[0.0014494298,0.00013622307,0.013816423,0.00014148159,0.00005866144,6.830262e-7,0.42760712,0.001991991,0.000013069639,0.21217324,0.34194225,0.00066941686],"about_ca_topic_score_codex":0.012625397,"about_ca_topic_score_gemma":0.008591459,"teacher_disagreement_score":0.3092457,"about_ca_system_score_codex":0.00030764577,"about_ca_system_score_gemma":0.00041763033,"threshold_uncertainty_score":0.99986607},"labels":[],"label_agreement":null},{"id":"W4386348466","doi":"10.32920/24076500.v1","title":"Perceptions of Environmental Risks and Urban Resilience in Toronto and Vancouver","year":2023,"lang":"en","type":"preprint","venue":"","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Vulnerability (computing); Urban resilience; Resilience (materials science); Perception; Adaptation (eye); Environmental planning; Psychological resilience; Risk perception; Environmental resource management; Geography; Business; Urban planning; Psychology; Social psychology; Engineering; Computer security; Civil engineering; Environmental science; Computer science","score_opus":0.027425600093546738,"score_gpt":0.31890391786785177,"score_spread":0.29147831777430505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386348466","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":[0.88018614,0.0003417446,0.000055729983,0.00010175302,0.00032361512,0.00034945077,0.000016081196,0.00003246393,0.11859305],"genre_scores_gemma":[0.9652161,0.002846923,0.00017362046,0.000017704762,0.000038474776,0.0000147928085,0.0000018969291,0.000005712728,0.03168477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990132,0.000074840704,0.00016892205,0.00032473396,0.00024771786,0.00017057624],"domain_scores_gemma":[0.99967253,0.00004740169,0.000060692935,0.00015207472,0.0000044209055,0.0000628482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030961138,0.0000973062,0.00014712663,0.00005002117,0.00010672739,0.00004269025,0.0001955669,0.00010770529,0.00060780393],"category_scores_gemma":[0.0000219947,0.000090692716,0.000025806774,0.000044954064,0.00059199,0.00016218754,0.0006239781,0.00010198709,0.0000062655977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016227717,0.00015763238,0.8855529,0.0001519335,0.000024804713,0.000007531015,0.07622717,0.00007500584,0.00023422009,0.005725704,0.011398168,0.020428743],"study_design_scores_gemma":[0.00011265606,0.000018852154,0.83440095,0.0000641556,0.000014250033,4.0591615e-8,0.16196178,0.0001323897,0.0000024934131,0.0014819187,0.0016537926,0.00015671559],"about_ca_topic_score_codex":0.03286936,"about_ca_topic_score_gemma":0.3564828,"teacher_disagreement_score":0.32361346,"about_ca_system_score_codex":0.00011627855,"about_ca_system_score_gemma":0.000025397338,"threshold_uncertainty_score":0.9735708},"labels":[],"label_agreement":null},{"id":"W4386349787","doi":"10.1007/978-981-99-2905-4_15","title":"Climate and Water-Related Disasters and Eco-DRR (Disaster Risk Reduction) Sensitivity in Island Nations: Overview Analysis","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Disaster risk reduction; Natural hazard; Environmental planning; Vulnerability (computing); Environmental resource management; Resilience (materials science); Natural disaster; Geography; Emergency management; Warning system; Business; Political science; Environmental science; Engineering; Computer security; Computer science","score_opus":0.010244524096810665,"score_gpt":0.2389944164127699,"score_spread":0.2287498923159592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386349787","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":[0.5134505,0.014703742,0.024573335,0.0048960946,0.005863238,0.005497473,0.00048456856,0.001606524,0.42892456],"genre_scores_gemma":[0.9857201,0.007086144,0.000080588536,0.000018563496,0.00010662835,0.000013207194,0.000050656574,0.000047085552,0.0068770363],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99839187,0.00006675556,0.0003467032,0.0005067145,0.000276052,0.00041191804],"domain_scores_gemma":[0.99930876,0.00031327567,0.00009335118,0.00018845768,0.000023952096,0.00007220846],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00076909957,0.00030052086,0.00045146554,0.0010331771,0.00016532428,0.00014708456,0.00009716784,0.00029451287,0.00009395463],"category_scores_gemma":[0.00013897946,0.0002652744,0.00009660352,0.00048347955,0.0001536133,0.00021558351,0.00015642363,0.00044325733,0.000013470792],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053752134,0.00007298302,0.02046473,0.0016831901,0.0016310461,0.00030275105,0.097494476,0.77176166,0.00011679502,0.03178588,0.000040890685,0.07459184],"study_design_scores_gemma":[0.008855067,0.0004751149,0.18386506,0.019925991,0.011741061,0.00009848563,0.0078467,0.5006754,0.00019744362,0.17394243,0.07606489,0.016312381],"about_ca_topic_score_codex":0.00041703708,"about_ca_topic_score_gemma":0.11465536,"teacher_disagreement_score":0.47226962,"about_ca_system_score_codex":0.0000961152,"about_ca_system_score_gemma":0.000011962177,"threshold_uncertainty_score":0.99998},"labels":[],"label_agreement":null},{"id":"W4386360049","doi":"10.32920/24076500","title":"Perceptions of Environmental Risks and Urban Resilience in Toronto and Vancouver","year":2023,"lang":"en","type":"preprint","venue":"","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Vulnerability (computing); Urban resilience; Resilience (materials science); Perception; Adaptation (eye); Environmental planning; Psychological resilience; Risk perception; Environmental resource management; Geography; Business; Psychology; Urban planning; Social psychology; Engineering; Computer security; Civil engineering; Environmental science; Computer science","score_opus":0.027425600093546738,"score_gpt":0.31890391786785177,"score_spread":0.29147831777430505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386360049","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":[0.88018614,0.0003417446,0.000055729983,0.00010175302,0.00032361512,0.00034945077,0.000016081196,0.00003246393,0.11859305],"genre_scores_gemma":[0.9652161,0.002846923,0.00017362046,0.000017704762,0.000038474776,0.0000147928085,0.0000018969291,0.000005712728,0.03168477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990132,0.000074840704,0.00016892205,0.00032473396,0.00024771786,0.00017057624],"domain_scores_gemma":[0.99967253,0.00004740169,0.000060692935,0.00015207472,0.0000044209055,0.0000628482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030961138,0.0000973062,0.00014712663,0.00005002117,0.00010672739,0.00004269025,0.0001955669,0.00010770529,0.00060780393],"category_scores_gemma":[0.0000219947,0.000090692716,0.000025806774,0.000044954064,0.00059199,0.00016218754,0.0006239781,0.00010198709,0.0000062655977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016227717,0.00015763238,0.8855529,0.0001519335,0.000024804713,0.000007531015,0.07622717,0.00007500584,0.00023422009,0.005725704,0.011398168,0.020428743],"study_design_scores_gemma":[0.00011265606,0.000018852154,0.83440095,0.0000641556,0.000014250033,4.0591615e-8,0.16196178,0.0001323897,0.0000024934131,0.0014819187,0.0016537926,0.00015671559],"about_ca_topic_score_codex":0.03286936,"about_ca_topic_score_gemma":0.3564828,"teacher_disagreement_score":0.32361346,"about_ca_system_score_codex":0.00011627855,"about_ca_system_score_gemma":0.000025397338,"threshold_uncertainty_score":0.9735708},"labels":[],"label_agreement":null},{"id":"W4386374768","doi":"10.1016/j.ijdrr.2023.103970","title":"Building parliamentary capacities for advancing the disaster risk reduction agenda: Notes and reflections from a capacity-building field training for parliamentarians of the Americas and the Caribbean","year":2023,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Disaster risk reduction; Capacity building; General partnership; Resilience (materials science); Framing (construction); Politics; Political science; Psychological resilience; Environmental resource management; Environmental planning; Public relations; Engineering; Economics; Civil engineering; Geography","score_opus":0.056017212901629816,"score_gpt":0.352171964290772,"score_spread":0.2961547513891422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386374768","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":[0.96114135,0.00012947472,0.023695635,0.0112015465,0.0031440887,0.00049860845,0.00008921198,0.000013540312,0.0000865185],"genre_scores_gemma":[0.99463177,0.0006290601,0.0031979592,0.000096141426,0.00128589,0.00004513647,0.0000032403927,0.00001244109,0.00009838618],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984231,0.00031277473,0.00043976103,0.00019027722,0.00042303832,0.00021107006],"domain_scores_gemma":[0.9979496,0.00095986185,0.0007588526,0.00012015279,0.00017038579,0.000041167466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013273237,0.00012467527,0.00019129325,0.0001270419,0.00095297233,0.0002108041,0.0003473662,0.000045227276,0.000007734268],"category_scores_gemma":[0.0006460181,0.00007287285,0.00018784002,0.00019420798,0.000859523,0.00054336316,0.00008390579,0.00023031748,1.8143223e-7],"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":[0.0014100305,0.00009262856,0.0063912766,0.00004254936,0.0014507183,0.0000011714068,0.7156479,0.0046871505,0.011956757,0.009227574,0.0027614282,0.24633084],"study_design_scores_gemma":[0.0022328242,0.00021843002,0.0034520794,0.00034202053,0.00072946347,0.000040058236,0.90627825,0.0017246854,0.0023637882,0.06851983,0.013863127,0.00023543449],"about_ca_topic_score_codex":0.0055275857,"about_ca_topic_score_gemma":0.0017289084,"teacher_disagreement_score":0.24609542,"about_ca_system_score_codex":0.00009884897,"about_ca_system_score_gemma":0.000044694905,"threshold_uncertainty_score":0.8356093},"labels":[],"label_agreement":null},{"id":"W4386419414","doi":"10.1111/1468-5973.12500","title":"The common operating picture as a collaborative governance tool for urban resilience","year":2023,"lang":"en","type":"article","venue":"Journal of Contingencies and Crisis Management","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"École Nationale d'Administration Publique","funders":"","keywords":"Information sharing; Corporate governance; Knowledge management; Resilience (materials science); Perspective (graphical); Sociology; Space (punctuation); Business; Computer science; Public relations; Political science; World Wide Web","score_opus":0.008686148566871301,"score_gpt":0.2931332077989313,"score_spread":0.28444705923206004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386419414","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":[0.8727436,0.004791265,0.00086625695,0.039498124,0.00161964,0.0015480659,0.000008291658,0.00006770729,0.078857064],"genre_scores_gemma":[0.97353774,0.0062575582,0.0004121028,0.00053242384,0.00025842962,0.000028332246,3.6996744e-7,0.000007712895,0.018965311],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985799,0.0000989192,0.00035048096,0.00014006654,0.00052264676,0.000307976],"domain_scores_gemma":[0.9990053,0.00023137174,0.00036614182,0.00011900635,0.00022224839,0.000055894336],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017988449,0.00009892156,0.00016787439,0.000048113805,0.0013695034,0.00053732726,0.0004429039,0.000028808981,0.000009947615],"category_scores_gemma":[0.0002290061,0.000064429936,0.00007517479,0.00046912712,0.0001738139,0.00031605928,0.00013971164,0.00008209794,0.000004335247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011041839,0.000047261055,0.0060960506,0.00011210929,0.00024211718,0.00005098546,0.039656356,0.00023349072,0.00008187127,0.38955134,0.46878934,0.09502867],"study_design_scores_gemma":[0.00034655156,0.00013303915,0.0088745775,0.00007905563,0.00006267805,6.982252e-7,0.23130605,0.0001336504,0.000030373323,0.0029650733,0.7559487,0.00011956201],"about_ca_topic_score_codex":0.000032652446,"about_ca_topic_score_gemma":0.0001779807,"teacher_disagreement_score":0.38658628,"about_ca_system_score_codex":0.000037945512,"about_ca_system_score_gemma":0.000042630258,"threshold_uncertainty_score":0.99993056},"labels":[],"label_agreement":null},{"id":"W4386451554","doi":"10.1177/02807270231173651","title":"Resilience to hazards overlapping a pandemic: A shelter resource stabilization model","year":2023,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Workforce; Resilience (materials science); Government (linguistics); Pandemic; Public health; Staffing; Resource (disambiguation); Economic growth; Medicine; Nursing; Economics; Coronavirus disease 2019 (COVID-19)","score_opus":0.03390370697928475,"score_gpt":0.3385279794369646,"score_spread":0.30462427245767987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386451554","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":[0.9171536,0.00007363592,0.036629878,0.007459464,0.0035994358,0.00029017543,0.000018679712,0.00011579639,0.034659345],"genre_scores_gemma":[0.9835373,0.0003193763,0.00059352943,0.00062159006,0.00061001146,0.000008934369,0.000004598382,0.000017289763,0.0142873395],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99699867,0.0001277214,0.0005570303,0.0002280618,0.0017119267,0.00037658444],"domain_scores_gemma":[0.99882084,0.00010386957,0.0002900523,0.00013742268,0.0004432141,0.00020458772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001201461,0.00013913645,0.000175052,0.0004944595,0.00020372828,0.00018454145,0.0011582732,0.000055528697,0.00016825048],"category_scores_gemma":[0.000508821,0.0001267785,0.00016634063,0.0006803155,0.00017348095,0.00071661716,0.00018945456,0.00012951682,0.0000755773],"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":[0.00084080966,0.00026351324,0.06093817,0.00007067889,0.00058717,0.0001739325,0.19500801,0.48346123,0.032394633,0.033124972,0.14259684,0.050540034],"study_design_scores_gemma":[0.0013122266,0.00026946535,0.011633969,0.0005805598,0.000102540514,0.000013269765,0.18577701,0.04693174,0.00028831948,0.009477246,0.7426282,0.000985442],"about_ca_topic_score_codex":0.00006550672,"about_ca_topic_score_gemma":0.00025008552,"teacher_disagreement_score":0.6000314,"about_ca_system_score_codex":0.00023696228,"about_ca_system_score_gemma":0.0001930558,"threshold_uncertainty_score":0.5169877},"labels":[],"label_agreement":null},{"id":"W4386451556","doi":"10.1177/02807270231171511","title":"Learning capacity and diversification, enabling and constraining factors, and external assistance: A cross-national comparative analysis of long-term livelihood recovery","year":2023,"lang":"en","type":"article","venue":"International Journal of Mass Emergencies & Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Livelihood; Grassroots; Diversification (marketing strategy); Business; Comparative case; Environmental resource management; Economic growth; Political science; Geography; Economics; Politics; Marketing; Agriculture","score_opus":0.06648885512845946,"score_gpt":0.35593734076887057,"score_spread":0.2894484856404111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386451556","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":[0.9962455,0.00022451201,0.0015382309,0.00018919061,0.0004000598,0.00005941477,0.000028570965,0.000010892365,0.0013035962],"genre_scores_gemma":[0.9982061,0.0011278659,0.00018117794,0.000015041344,0.00008255706,0.0000011902653,0.000009713629,0.0000034978918,0.00037290636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823546,0.00012410773,0.000431687,0.00018197807,0.0008651171,0.00016167085],"domain_scores_gemma":[0.9984164,0.00030550463,0.0005529956,0.00003869461,0.000584139,0.000102270234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081351347,0.00011372529,0.00024950886,0.00055602676,0.0002575789,0.00020769655,0.00024390907,0.00004235969,0.000072935676],"category_scores_gemma":[0.0002963486,0.00010264091,0.00010103338,0.0004179155,0.0006596913,0.00071347423,0.00009349432,0.00012726021,7.6108427e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060475533,0.000024111472,0.954463,0.0000148960335,0.00091519725,0.000007797065,0.038521048,0.0010203589,0.001256494,0.0020898783,0.000032783802,0.0015939818],"study_design_scores_gemma":[0.00031431584,0.000054972363,0.9432539,0.00009150307,0.00018915848,0.0000025062454,0.05463444,0.0006956243,0.000080639526,0.00037224457,0.0001900913,0.000120634],"about_ca_topic_score_codex":0.00007890192,"about_ca_topic_score_gemma":0.00014015257,"teacher_disagreement_score":0.016113393,"about_ca_system_score_codex":0.00006705657,"about_ca_system_score_gemma":0.00006195781,"threshold_uncertainty_score":0.41855747},"labels":[],"label_agreement":null},{"id":"W4386558711","doi":"10.1371/journal.pone.0290664","title":"Canadians’ trust in government in a time of crisis: Does it matter?","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Government (linguistics); Public trust; Public relations; Interpersonal communication; Blind trust; Pandemic; Perception; Political science; Business; Public administration; Psychology; Social psychology; Coronavirus disease 2019 (COVID-19); Medicine","score_opus":0.022369601231518512,"score_gpt":0.24288995187812662,"score_spread":0.2205203506466081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386558711","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":[0.92267686,0.0000075592934,1.6145161e-7,0.008366171,0.000022133745,0.00015538535,0.000007730167,0.000012221249,0.06875175],"genre_scores_gemma":[0.9644946,0.00004269277,0.00002552254,0.0003253537,0.00002152935,0.000019434565,9.78903e-7,0.000003864799,0.03506605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990081,0.000045746336,0.00012919323,0.0001136151,0.0004961833,0.00020714194],"domain_scores_gemma":[0.9998075,0.000026564516,0.000029463235,0.00008786009,0.0000065757504,0.00004203906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029100646,0.000041034094,0.00010474872,0.00007437813,0.000029949291,0.00002272494,0.0002246805,0.000025084642,0.00071584166],"category_scores_gemma":[0.00003128661,0.000035264296,0.000014061785,0.00044375536,0.0000525994,0.00008634267,0.00004803602,0.000037182213,0.0003888781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002196085,0.0009032075,0.8892185,0.00016874088,0.000051534393,0.000048126494,0.08316418,0.000029656321,0.0013346602,0.0010952834,0.023400135,0.00056402566],"study_design_scores_gemma":[0.00089800276,0.000066223074,0.7644326,0.0008198608,0.00005466663,2.9268108e-8,0.22368859,0.000598163,0.0012330699,0.0023108104,0.0054740333,0.00042392313],"about_ca_topic_score_codex":0.023717718,"about_ca_topic_score_gemma":0.14489815,"teacher_disagreement_score":0.14052442,"about_ca_system_score_codex":0.0001025594,"about_ca_system_score_gemma":0.000026446953,"threshold_uncertainty_score":0.98278344},"labels":[],"label_agreement":null},{"id":"W4386582798","doi":"10.5751/es-14410-280314","title":"Conceptualizing trust and distrust as alternative stable states: lessons from the Flint Water Crisis","year":2023,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Distrust; Corporate governance; Context (archaeology); Argument (complex analysis); Political science; Public relations; Positive economics; Epistemology; Sociology; Social psychology; Psychology; Business; Law; Economics","score_opus":0.028595058800609495,"score_gpt":0.3209431380103378,"score_spread":0.29234807920972833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386582798","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":[0.9791784,0.00009105031,0.000030006937,0.015464723,0.00028121675,0.00013114291,0.000022353941,0.000046576577,0.0047545023],"genre_scores_gemma":[0.9911778,0.0016231338,0.000028394548,0.0016678995,0.00011179553,0.00001598475,0.000020167698,0.000004293284,0.005350511],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99916357,0.00013588772,0.00008981404,0.00021455387,0.00010530076,0.00029088606],"domain_scores_gemma":[0.999552,0.0002690429,0.00002872003,0.00007658836,0.000020590129,0.00005302296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004888454,0.00007164774,0.0001036911,0.0000070793517,0.0011465261,0.00010942818,0.00014985411,0.00007096554,0.0003280588],"category_scores_gemma":[0.000029791756,0.000043776417,0.000039738483,0.00008477365,0.0008223307,0.0001348671,0.00017908603,0.00010163899,0.000056531717],"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":[0.00001043121,0.000029263598,0.050105616,0.000010078981,0.00017201492,0.000009880858,0.81472504,0.000043523793,0.000053291853,0.038553648,0.09477162,0.0015155744],"study_design_scores_gemma":[0.00031332576,0.000029664745,0.065076664,0.000006777908,0.000037301626,1.7397917e-7,0.80056477,0.00058275094,0.000070107955,0.031896442,0.10128623,0.00013580287],"about_ca_topic_score_codex":0.0025692554,"about_ca_topic_score_gemma":0.0014122789,"teacher_disagreement_score":0.014971046,"about_ca_system_score_codex":0.000020989437,"about_ca_system_score_gemma":0.000021096392,"threshold_uncertainty_score":0.8818268},"labels":[],"label_agreement":null},{"id":"W4386599935","doi":"10.21203/rs.3.rs-3320706/v1","title":"Habituation to threats in times of crisis: Lessons from the temporal trajectory of risk perceptions throughout COVID-19","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Habituation; Risk perception; Recession; Perception; Psychology; Medicine; Economics; Disease","score_opus":0.20411922690632964,"score_gpt":0.5078421934852182,"score_spread":0.30372296657888853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386599935","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":[0.8936132,0.0013534871,0.0017837889,0.07449752,0.00068683183,0.005161918,0.0020816738,0.00019793239,0.02062365],"genre_scores_gemma":[0.9959878,0.0015651579,0.00020638437,0.000044499695,0.00017086217,0.00017859544,0.00009618576,0.000016848844,0.0017336855],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9950424,0.001976648,0.00039008525,0.00050137803,0.0016729843,0.0004165248],"domain_scores_gemma":[0.99713707,0.001635275,0.0001607651,0.0006370028,0.00026966148,0.00016025308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004464017,0.00013721766,0.00030193172,0.00042172542,0.0004739007,0.000112219364,0.0011577342,0.00020040345,0.0005874126],"category_scores_gemma":[0.0023753042,0.00010576778,0.00016124165,0.0010957747,0.0007018084,0.00011437406,0.00087992504,0.0006473135,0.00009308216],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010773423,0.00037187117,0.37393624,0.00050840335,0.00010513954,0.00000924427,0.5392821,0.0069616577,0.000052582865,0.012552367,0.060200993,0.00591169],"study_design_scores_gemma":[0.00022851472,0.00006162897,0.48240077,0.0005081981,0.000031995703,1.6161355e-8,0.4305624,0.00015051299,0.000013104581,0.083597176,0.002268721,0.00017696121],"about_ca_topic_score_codex":0.16737625,"about_ca_topic_score_gemma":0.19139089,"teacher_disagreement_score":0.10871969,"about_ca_system_score_codex":0.0002887758,"about_ca_system_score_gemma":0.0010733934,"threshold_uncertainty_score":0.83816826},"labels":[],"label_agreement":null},{"id":"W4386693288","doi":"10.5040/9781350386006.ch-009","title":"Inconvenient Narratives","year":2023,"lang":"en","type":"other","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Geology; History; Art; Literature","score_opus":0.020591385846884,"score_gpt":0.32228173021982065,"score_spread":0.3016903443729366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386693288","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000054370867,0.00006396217,0.000033349348,0.0007618756,0.0008856169,0.00015934803,0.0000012403841,0.0009760894,0.9971131],"genre_scores_gemma":[0.00019829776,0.00022909611,0.00007687474,0.000071255454,0.00032359417,0.0000069613334,8.807684e-7,0.00015933526,0.99893373],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993895,0.00004019657,0.000050151026,0.00014254934,0.0002273484,0.00015022402],"domain_scores_gemma":[0.9998066,0.000012252424,0.000038813316,0.0000951237,0.000005399865,0.000041825442],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010935879,0.0000664365,0.00007866961,0.00010297338,0.00008178649,0.00004349649,0.0002156619,0.000077819124,0.013321295],"category_scores_gemma":[0.000015374637,0.000052757365,0.000032273136,0.00016971663,0.00019878791,0.000031385454,0.000050602473,0.000036541984,0.0031518175],"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":[1.8799005e-7,0.000005756999,0.000073836905,0.000004804982,0.000010274366,0.0000024339083,0.0047905864,3.3356024e-8,1.1607399e-7,0.07714104,0.9159682,0.0020027373],"study_design_scores_gemma":[0.000024065992,0.0000034921347,0.000037730755,0.000034181176,0.0000022281113,5.287609e-9,0.01661917,2.0452144e-7,1.4193893e-7,0.0007281693,0.9824726,0.00007802569],"about_ca_topic_score_codex":0.00227573,"about_ca_topic_score_gemma":0.050608356,"teacher_disagreement_score":0.07641287,"about_ca_system_score_codex":0.000015985786,"about_ca_system_score_gemma":0.000030809395,"threshold_uncertainty_score":0.99762434},"labels":[],"label_agreement":null},{"id":"W4386714934","doi":"10.21203/rs.3.rs-3313717/v1","title":"After the Flood: How Presidential Disaster Declarations Affect Long-Term Well-Being and Recovery for Homeowners","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Declaration; Presidential system; Flood myth; Debt; Consumption (sociology); Socioeconomic status; Business; Political science; Economics; Geography; Finance; Environmental health; Sociology; Medicine; Population; Law","score_opus":0.07287635463501038,"score_gpt":0.4128482033018392,"score_spread":0.33997184866682884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386714934","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":[0.9497115,0.0011387301,0.0033522318,0.021662205,0.002120282,0.0077118482,0.00009594665,0.0002168488,0.013990381],"genre_scores_gemma":[0.9264126,0.0013617672,0.00006005956,0.000039625203,0.0010741233,0.0015260634,0.000059850077,0.000042840766,0.0694231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958351,0.0010223716,0.00019732819,0.00072823145,0.0013395422,0.0008773927],"domain_scores_gemma":[0.9977064,0.0012092977,0.0000813975,0.00058771437,0.00023639454,0.0001787563],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0032017261,0.00022201896,0.00023720188,0.00034845664,0.0014152743,0.0026296936,0.0008933308,0.00025918658,0.00012657569],"category_scores_gemma":[0.0006897582,0.00015980945,0.00021966599,0.000422782,0.0008865277,0.00040989017,0.0016757043,0.0006545191,0.00008266153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002118192,0.0006665253,0.3963485,0.014328219,0.0017812899,0.0004432083,0.2391188,0.0009106624,0.0001723509,0.022687329,0.22628613,0.095138796],"study_design_scores_gemma":[0.001503809,0.0005961734,0.8185104,0.0042371727,0.00039860958,0.0000024493095,0.07118409,0.00086066115,0.00008496883,0.05932604,0.04152477,0.0017708406],"about_ca_topic_score_codex":0.00047199804,"about_ca_topic_score_gemma":0.012602415,"teacher_disagreement_score":0.4221619,"about_ca_system_score_codex":0.00012997967,"about_ca_system_score_gemma":0.00027038532,"threshold_uncertainty_score":0.9998847},"labels":[],"label_agreement":null},{"id":"W4386721830","doi":"","title":"Implementation and spatialisation of the Canadian Fire Weather Index in the Veneto Region","year":2008,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Geography; Meteorology; Climatology; Geology; Computer science","score_opus":0.2677566518725982,"score_gpt":0.5481005572250177,"score_spread":0.28034390535241954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386721830","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":[0.98298556,0.0010027757,0.000016570966,0.0013246819,0.00017470683,0.00048087814,0.0000029999264,0.0000029774862,0.014008831],"genre_scores_gemma":[0.9972077,0.0021510103,0.0000046425607,0.00026839116,0.000059584705,0.000012804889,0.0000013626017,0.0000055608207,0.00028894196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853885,0.00038614267,0.0002739255,0.00013004357,0.00049374625,0.000177261],"domain_scores_gemma":[0.9993184,0.00007267517,0.00030968527,0.00016605144,0.00007032986,0.00006283842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009901464,0.000077568875,0.0001372683,0.00018872613,0.00058591715,0.00030910893,0.0011804034,0.000041994615,0.0006445865],"category_scores_gemma":[0.000057408895,0.000051081795,0.000040554805,0.000649363,0.00028922534,0.000893401,0.00013046189,0.00010148265,8.464328e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000093561475,0.000019657446,0.96594983,0.00000790709,0.000010167844,0.0000041991225,0.013182666,0.00003693137,0.0000910599,0.00062479614,0.0059794816,0.014083922],"study_design_scores_gemma":[0.00014631038,0.0000023613557,0.9838633,0.000052245974,0.000010617709,0.0000010926434,0.0049652685,0.000021129552,0.00010460372,0.002381936,0.00838375,0.00006738486],"about_ca_topic_score_codex":0.52227694,"about_ca_topic_score_gemma":0.637495,"teacher_disagreement_score":0.115218095,"about_ca_system_score_codex":0.00009047031,"about_ca_system_score_gemma":0.00023062062,"threshold_uncertainty_score":0.705777},"labels":[],"label_agreement":null},{"id":"W4386806493","doi":"10.4102/jamba.v15i1.1490","title":"Forensic investigations of disasters: Past achievements and new directions","year":2023,"lang":"en","type":"article","venue":"Jàmbá Journal of Disaster Risk Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Becton Dickinson (Canada); University of Toronto","funders":"","keywords":"Risk management; Transformational leadership; Accountability; Political science; Natural disaster; Sustainability; Emergency management; Risk analysis (engineering); Environmental planning; Environmental resource management; Public relations; Business; Geography; Law; Economics","score_opus":0.07222601986572631,"score_gpt":0.3536870729042771,"score_spread":0.2814610530385508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386806493","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":[0.9906012,0.0013639092,0.0001286588,0.0030645772,0.0007909616,0.00015304248,0.000007875811,0.000026049081,0.0038637186],"genre_scores_gemma":[0.9870716,0.005427717,0.0005857139,0.000071496055,0.00044610832,0.00000418586,0.000001006509,0.000011037608,0.0063811806],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99858725,0.00015159712,0.0004421684,0.00012898336,0.00045494622,0.00023504517],"domain_scores_gemma":[0.9988936,0.00022490406,0.00046306697,0.000108146385,0.00016068743,0.00014957329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005786666,0.00011587024,0.0002842194,0.00024851682,0.00043889854,0.000064101034,0.00020196137,0.000030346493,0.000010077031],"category_scores_gemma":[0.000400551,0.00008793611,0.00010280525,0.0006369263,0.0007321283,0.00048262658,0.00016318871,0.00011125073,0.000011990824],"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":[0.000053599804,0.00014733041,0.5006127,0.000111154644,0.0010860148,0.000012266133,0.33748993,0.0001259125,0.00010414394,0.004702286,0.07893723,0.076617464],"study_design_scores_gemma":[0.0014753495,0.0004452655,0.23194964,0.0006345455,0.0006150083,0.0000049530963,0.6699806,0.000024814906,0.000081165716,0.032093085,0.062345117,0.00035049053],"about_ca_topic_score_codex":0.0001313758,"about_ca_topic_score_gemma":0.000938867,"teacher_disagreement_score":0.33249062,"about_ca_system_score_codex":0.000029902272,"about_ca_system_score_gemma":0.000053456268,"threshold_uncertainty_score":0.35859305},"labels":[],"label_agreement":null},{"id":"W4386890641","doi":"10.1080/01488376.2023.2259933","title":"Approaches to Practice in Emergency Contexts: Post-Disaster Outlook on Black Communities in Toronto","year":2023,"lang":"en","type":"article","venue":"Journal of Social Service Research","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Public relations; Vulnerability (computing); Social work; Agency (philosophy); Sustainability; Preparedness; Sociology; Psychological resilience; Political science; Economic growth; Psychology; Social psychology; Social science","score_opus":0.2336489755399083,"score_gpt":0.4603451307494661,"score_spread":0.2266961552095578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386890641","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":[0.67208034,0.00015925251,0.000002047764,0.06964587,0.00031788,0.00044186623,0.000003013092,0.000014251772,0.2573355],"genre_scores_gemma":[0.99182427,0.00091346615,0.000033883516,0.0007531973,0.00046793913,0.000016718695,0.0000023098648,0.000015702179,0.0059725023],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9951934,0.0019130363,0.00050398597,0.000134845,0.0015875837,0.0006671316],"domain_scores_gemma":[0.99825597,0.00071503717,0.00015102355,0.00014333562,0.0005789876,0.0001556767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008777717,0.00010324043,0.0002366682,0.0004685516,0.00041808997,0.0001652059,0.00096706976,0.0001075181,0.00049346045],"category_scores_gemma":[0.00074705685,0.00009380475,0.00007000194,0.0017789225,0.0001819137,0.0010434453,0.0002908423,0.00059836364,0.00028021177],"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":[0.0005293219,0.0005021657,0.002522889,0.00009973972,0.000037351732,0.00007132105,0.9475352,0.00011540967,0.000053404572,0.023517394,0.010414575,0.014601206],"study_design_scores_gemma":[0.00037478135,0.0001867058,0.021457816,0.0001092335,0.0000045509437,3.025503e-7,0.9086221,0.000029517541,0.000002312968,0.0011837457,0.06792421,0.00010473445],"about_ca_topic_score_codex":0.034627307,"about_ca_topic_score_gemma":0.349608,"teacher_disagreement_score":0.31974396,"about_ca_system_score_codex":0.0006512783,"about_ca_system_score_gemma":0.00022728233,"threshold_uncertainty_score":0.9718012},"labels":[],"label_agreement":null},{"id":"W4386917139","doi":"10.1522/revueot.v32n2.1598","title":"Le réseau chilien d’aide humanitaire : quelle structure de gouvernance pour gérer les crises à la suite de catastrophes?","year":2023,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","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":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec en Outaouais","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.018481910144806456,"score_gpt":0.264935382086448,"score_spread":0.24645347194164155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386917139","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":[0.90984416,0.00199834,0.0005575617,0.059250373,0.0007556393,0.0004525749,0.00029471214,0.0003798909,0.026466748],"genre_scores_gemma":[0.8818436,0.0007731362,0.0011106884,0.00016659907,0.00104318,0.000023629304,0.000059901286,0.000057034646,0.11492221],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974769,0.00045394892,0.00035293543,0.0005033171,0.0003603707,0.0008525491],"domain_scores_gemma":[0.998853,0.00023296854,0.00019718763,0.00042162192,0.0000896503,0.00020552208],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00034974967,0.00029436158,0.0002743655,0.00016176162,0.0018604426,0.0004022103,0.0008497334,0.00023442355,0.00067408406],"category_scores_gemma":[0.000318647,0.000333779,0.00012718218,0.0010417037,0.00090847217,0.0006187759,0.00026388615,0.00031567382,0.00023489386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016231674,0.00037562507,0.19113834,0.00077297626,0.00022968427,0.00027813684,0.18224849,0.0033330799,0.006632515,0.2184328,0.31723166,0.07931048],"study_design_scores_gemma":[0.00036679395,0.00005047351,0.13428566,0.0005543072,0.00015529257,0.000033619304,0.04639418,0.0006392967,0.00062916026,0.014879599,0.80142874,0.0005828636],"about_ca_topic_score_codex":0.049823776,"about_ca_topic_score_gemma":0.06068579,"teacher_disagreement_score":0.4841971,"about_ca_system_score_codex":0.0010533406,"about_ca_system_score_gemma":0.0021428259,"threshold_uncertainty_score":0.9999114},"labels":[],"label_agreement":null},{"id":"W4387129826","doi":"10.1080/00330124.2023.2250415","title":"Public Perceptions of Resilience and Vulnerability Concepts for Adaptation","year":2023,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Conceptualization; Framing (construction); Vulnerability (computing); Sociology; Geography; Resilience (materials science); Adaptation (eye); Political science; Social psychology; Psychology; Computer science; Computer security","score_opus":0.06935989888106202,"score_gpt":0.3843672804092833,"score_spread":0.3150073815282213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387129826","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":[0.9820781,0.00006758261,0.0004708638,0.007936371,0.00034691606,0.00062600966,0.00001081537,0.00008574333,0.008377609],"genre_scores_gemma":[0.989904,0.000063797175,0.00017854142,0.00008358322,0.00004801193,0.00009696684,0.0000054587777,0.0000032252315,0.009616452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99905825,0.00021153619,0.00012153703,0.00014063148,0.000276948,0.00019107871],"domain_scores_gemma":[0.99932027,0.00035393302,0.000058209214,0.000112859576,0.00011054897,0.00004420106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011931185,0.00004869668,0.00006618265,0.000059697468,0.0007894327,0.000027200913,0.00021049005,0.000035882975,0.000121197154],"category_scores_gemma":[0.00020958661,0.00003094778,0.000046437566,0.000531051,0.0009191594,0.00017108912,0.00007534895,0.00005385991,0.000009930387],"study_design_candidate":"observational","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":[0.000105638224,0.00023845895,0.29120272,0.00013866386,0.000052608026,4.3806202e-7,0.13487299,0.00019733231,0.0012571787,0.46059513,0.023522757,0.08781608],"study_design_scores_gemma":[0.00034953124,0.000052863255,0.69345796,0.000048420836,0.00002312503,9.683807e-8,0.23071937,0.001684667,0.000011539797,0.056084655,0.017427465,0.00014030762],"about_ca_topic_score_codex":0.000116517076,"about_ca_topic_score_gemma":0.00046824611,"teacher_disagreement_score":0.40451047,"about_ca_system_score_codex":0.0000051372854,"about_ca_system_score_gemma":0.000057162604,"threshold_uncertainty_score":0.60717577},"labels":[],"label_agreement":null},{"id":"W4387131040","doi":"10.3167/ares.2023.140101","title":"Flood and Fire","year":2023,"lang":"en","type":"article","venue":"Environment and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Extreme weather; Flood myth; Climate change; Global warming; Geography; Tropical cyclone; Storm; Climatology; Oceanography; Meteorology; Geology","score_opus":0.011194915280772185,"score_gpt":0.2361154712249771,"score_spread":0.22492055594420493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387131040","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":[0.9741666,0.00018346884,0.00001142599,0.001739788,0.000045128552,0.00008256182,8.6308455e-7,0.000049063277,0.023721123],"genre_scores_gemma":[0.96027744,0.0064557604,0.00012294229,0.00014728383,0.000060367292,0.0000056125496,0.0000020805442,0.0000033522067,0.03292517],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953777,0.000018234145,0.000040450544,0.000121529854,0.00013915035,0.00014288625],"domain_scores_gemma":[0.9998694,0.00002049343,0.000011215674,0.000047365585,7.244392e-7,0.00005081207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019765872,0.000041409756,0.000042379124,0.000005040713,0.00038758654,0.000042185766,0.000047922378,0.00003196611,0.0001060184],"category_scores_gemma":[0.0000034029256,0.000037039987,0.000024956045,0.000055155546,0.00027623092,0.00008424939,0.00008208851,0.00003132437,0.00006430885],"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":[0.0000062922386,0.000118955206,0.23646714,0.00008676058,0.00012732198,0.000013364214,0.37163794,0.00004128392,0.0005827204,0.051278207,0.14542066,0.19421934],"study_design_scores_gemma":[0.00023926611,0.000020559588,0.25366837,0.000006963996,0.000016590484,9.647324e-8,0.065323465,0.00039775923,0.000007717904,0.0015944554,0.6785742,0.00015054931],"about_ca_topic_score_codex":0.0000301221,"about_ca_topic_score_gemma":0.0000034938002,"teacher_disagreement_score":0.5331536,"about_ca_system_score_codex":0.000008640173,"about_ca_system_score_gemma":0.0000030557217,"threshold_uncertainty_score":0.29810414},"labels":[],"label_agreement":null},{"id":"W4387140012","doi":"10.18280/ijsse.130406","title":"Dual-Activation Emergency Situation Notification System: A Feature Driven Development Approach","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Feature (linguistics); Rendering (computer graphics); Agile software development; Geolocation; Computer security; Notification system; Process (computing); Interface (matter); Human–computer interaction; Multimedia; World Wide Web; Artificial intelligence; Software engineering; Operating system","score_opus":0.012961988212517143,"score_gpt":0.2571049256647059,"score_spread":0.24414293745218874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387140012","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":[0.84946597,0.00016182903,0.12827578,0.005353651,0.00383385,0.00036974208,0.0000062345584,0.00019985971,0.012333072],"genre_scores_gemma":[0.99819654,0.00028491404,0.0008349165,0.000006452324,0.00033914472,0.0000023845366,0.000018000424,0.0000045380307,0.00031308335],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.999068,0.000026159909,0.00024242458,0.0000830633,0.00048099455,0.00009934353],"domain_scores_gemma":[0.99953717,0.000027663238,0.00015075908,0.00003373112,0.00020164608,0.000049059447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053006265,0.00005998048,0.000079134785,0.00020789237,0.00012587337,0.00005646259,0.0001499324,0.000045795146,0.000009078324],"category_scores_gemma":[0.00008652903,0.00005757404,0.00003291529,0.00021860411,0.000016515245,0.00041315804,0.000033590193,0.00009711467,0.0000051661923],"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":[0.00043370115,0.00036155267,0.0075355517,0.00074506126,0.0010432206,0.00009206364,0.38381466,0.16274706,0.010098213,0.3572579,0.0051166303,0.0707544],"study_design_scores_gemma":[0.0022322661,0.00009450119,0.2719979,0.001231305,0.00010427072,0.00005925565,0.07688409,0.29436183,0.0010314889,0.0010376836,0.34992695,0.0010384589],"about_ca_topic_score_codex":0.0000128590145,"about_ca_topic_score_gemma":0.000010257554,"teacher_disagreement_score":0.35622022,"about_ca_system_score_codex":0.00011978405,"about_ca_system_score_gemma":0.000037128495,"threshold_uncertainty_score":0.23478012},"labels":[],"label_agreement":null},{"id":"W4387414917","doi":"10.1007/978-3-031-44077-9_7","title":"Outroduction to Police Search and Rescue","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Search and rescue; Field (mathematics); Work (physics); Political science; Computer security; Computer science; Engineering; Artificial intelligence","score_opus":0.13956412876679705,"score_gpt":0.3520497942990839,"score_spread":0.21248566553228684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387414917","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048662517,0.00015070899,0.0000163119,0.0058196154,0.0015848541,0.000528112,0.000004542031,0.00017342204,0.9430599],"genre_scores_gemma":[0.044917807,0.0011115674,0.000120481884,0.00033467927,0.0007944648,0.000015659582,0.0000034696047,0.000042797237,0.9526591],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831265,0.000057709072,0.00023053227,0.000582946,0.00031333172,0.0005028224],"domain_scores_gemma":[0.9994275,0.00006244976,0.000027605915,0.00030751742,0.00005095965,0.00012397028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052841974,0.00017740844,0.00026156814,0.00056867086,0.0001837032,0.00006413844,0.0003736205,0.00031649563,0.00013412457],"category_scores_gemma":[0.00008971015,0.00019762518,0.000041406696,0.00008433547,0.0005355838,0.00008228801,0.00042219184,0.0003526453,0.00052310654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020991167,0.000009016935,0.00022729278,0.00006586662,0.000019319632,0.000029973251,0.01547817,0.00003896565,0.000026420845,0.94811493,0.0019126462,0.03405643],"study_design_scores_gemma":[0.00023877442,0.00012824906,0.009956751,0.00022505569,0.000045701338,0.0000030087863,0.00418421,0.000007682708,0.000022817128,0.026754608,0.95783204,0.0006010844],"about_ca_topic_score_codex":0.01660752,"about_ca_topic_score_gemma":0.061093025,"teacher_disagreement_score":0.9559194,"about_ca_system_score_codex":0.00012347156,"about_ca_system_score_gemma":0.00008304354,"threshold_uncertainty_score":0.989941},"labels":[],"label_agreement":null},{"id":"W4387500040","doi":"10.3389/fenvs.2023.1249598","title":"Learning from wildfire: co-creating knowledge using an intersectional feminist standpoint methodology","year":2023,"lang":"en","type":"article","venue":"Frontiers in Environmental Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sociology; Adaptation (eye); Climate change; Public relations; Political science; Psychology; Ecology","score_opus":0.05974849853818288,"score_gpt":0.35231149155185154,"score_spread":0.29256299301366867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387500040","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":[0.96481276,0.00006131932,0.007867428,0.000036879275,0.0013355516,0.00020643207,0.000004991359,0.00006951077,0.02560513],"genre_scores_gemma":[0.9870323,0.000055589888,0.011473398,0.000032578544,0.00013233312,0.000012631781,0.000011267996,0.0000097592265,0.0012401671],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99769187,0.0004589993,0.00020933709,0.0005385825,0.0005493862,0.00055184856],"domain_scores_gemma":[0.9994925,0.00011067987,0.00009022219,0.00014350681,0.000002885763,0.00016019515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025791645,0.000121188496,0.00015887692,0.0002793984,0.001279651,0.00013847146,0.00059781526,0.00006128439,0.00014032223],"category_scores_gemma":[0.00015564951,0.00012614662,0.000038525286,0.0008607356,0.00269453,0.0006735219,0.00022970559,0.0001895336,0.000051900613],"study_design_candidate":"observational","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":[0.00004414744,0.00019193883,0.80400157,0.0000052249875,0.000015057427,0.000029461004,0.12121525,0.0036186473,0.03288863,0.00049698417,0.00044073196,0.037052352],"study_design_scores_gemma":[0.0006233297,0.00019106083,0.24768634,0.000083968174,0.000022869774,0.0000026548666,0.6683697,0.055605788,0.0018072325,0.0032820741,0.021678181,0.00064680056],"about_ca_topic_score_codex":0.0009257248,"about_ca_topic_score_gemma":0.00022179564,"teacher_disagreement_score":0.55631524,"about_ca_system_score_codex":0.00067365664,"about_ca_system_score_gemma":0.0000912039,"threshold_uncertainty_score":0.9928108},"labels":[],"label_agreement":null},{"id":"W4387552128","doi":"10.1061/nhrefo.nheng-1834","title":"“And Then COVID-19 Happened”: Impacts of the Pandemic on Hazard and Disaster Researchers","year":2023,"lang":"en","type":"article","venue":"Natural Hazards Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; International Development Research Centre","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Hazard; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Forensic engineering; Environmental planning; Environmental science; Geography; Engineering; Virology; Medicine; Outbreak; Biology; Infectious disease (medical specialty)","score_opus":0.08103191559720346,"score_gpt":0.41916440941585525,"score_spread":0.3381324938186518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387552128","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":[0.74274915,0.14094968,0.0000020028538,0.07402904,0.00055059785,0.0022826283,0.000019327648,0.00015443208,0.039263126],"genre_scores_gemma":[0.8412306,0.1478971,0.000006467643,0.0032114827,0.00004589194,0.00001284293,0.0000019796787,0.0000071596223,0.007586491],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827355,0.00041554254,0.0001796595,0.00022359953,0.0006046508,0.00030300007],"domain_scores_gemma":[0.99920046,0.00027536994,0.00008752591,0.00022355815,0.000036758258,0.00017634503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018430051,0.00010535211,0.00021691479,0.00005478506,0.00032227967,0.00006176793,0.0003839099,0.00005230796,0.000066346234],"category_scores_gemma":[0.0015366231,0.000057216857,0.0000797625,0.00060660933,0.00063389953,0.00014898214,0.00025529863,0.00020065934,0.000033782853],"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":[0.0000933435,0.000050774113,0.051166844,0.009548882,0.00012173857,0.000016938611,0.023486953,0.000003774373,0.00023056589,0.02841041,0.13146532,0.7554045],"study_design_scores_gemma":[0.0005440723,0.00009142335,0.06356008,0.0042546843,0.00009288953,0.000003050969,0.004875218,0.00006833057,0.000010170535,0.0042844354,0.92189795,0.00031768976],"about_ca_topic_score_codex":0.00021130135,"about_ca_topic_score_gemma":0.00078260695,"teacher_disagreement_score":0.79043263,"about_ca_system_score_codex":0.000054770127,"about_ca_system_score_gemma":0.00014162368,"threshold_uncertainty_score":0.2478747},"labels":[],"label_agreement":null},{"id":"W4387616502","doi":"10.1080/17482798.2023.2269338","title":"Child data citizens: How tech companies are profiling us from before birth","year":2023,"lang":"en","type":"article","venue":"Journal of Children and Media","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":"Toronto Metropolitan University; York University","funders":"","keywords":"Profiling (computer programming); Bachelor; Honour; Narrative; Metropolitan area; Medal; Emergency management; Sociology; Marketing; Psychology; Management; Media studies; Public relations; Business; Computer science; Economics; Political science; Medicine; Law; Art; Art history","score_opus":0.028586485463282407,"score_gpt":0.28165290087425415,"score_spread":0.25306641541097175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387616502","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":[0.9905489,0.0007271822,0.000018798424,0.0057389126,0.0005676743,0.00012238084,0.000095393894,0.000039821276,0.0021409136],"genre_scores_gemma":[0.9965144,0.0012114653,0.00032543018,0.00014959034,0.0012971902,5.357529e-7,0.000053733518,0.000008033923,0.00043963798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888366,0.000059211874,0.00017950365,0.0001551078,0.0005025548,0.00021993111],"domain_scores_gemma":[0.9993229,0.00007185848,0.00023677909,0.00017325814,0.00005415708,0.00014107428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005475889,0.00008760608,0.00020196334,0.0001441394,0.00026871465,0.00018521729,0.0005912793,0.000049832684,0.000026925853],"category_scores_gemma":[0.0002872325,0.00006389982,0.000041554988,0.00029559954,0.00022470679,0.00043208455,0.00019705911,0.00018396786,0.000008656096],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055949702,0.0000987024,0.86414135,0.00003333151,0.0002882104,0.000121092875,0.027825868,0.000010991717,0.000070831295,0.0029650228,0.04836245,0.056026224],"study_design_scores_gemma":[0.0005756051,0.000041021634,0.9671206,0.0002262796,0.00006293967,0.000008872938,0.017679524,0.000049463262,0.000034530414,0.002196925,0.011872414,0.00013184332],"about_ca_topic_score_codex":0.0000730357,"about_ca_topic_score_gemma":0.00076175807,"teacher_disagreement_score":0.10297925,"about_ca_system_score_codex":0.000010457365,"about_ca_system_score_gemma":0.000047585065,"threshold_uncertainty_score":0.2605759},"labels":[],"label_agreement":null},{"id":"W4387637580","doi":"10.1016/j.ijdrr.2023.104060","title":"Population and housing recovery in Tōhoku, Japan","year":2023,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Fukushima University","keywords":"Government (linguistics); Fishing; Population; Futures contract; Deepwater horizon; Business; Geography; Environmental planning; Political science; Finance; Environmental protection; Sociology; Oil spill","score_opus":0.014880514974049939,"score_gpt":0.31614935827616786,"score_spread":0.3012688433021179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387637580","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":[0.9939092,0.000044268178,0.00011660258,0.001201553,0.0024376803,0.00005974703,0.0000014805396,0.000015536236,0.002213978],"genre_scores_gemma":[0.99764854,0.00082584855,0.00012508089,0.000014853687,0.0006631843,0.0000010119692,0.000003240542,0.0000051337,0.0007131292],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989593,0.000117009215,0.00027029,0.000095131436,0.00044467198,0.00011356848],"domain_scores_gemma":[0.99952877,0.000033412918,0.00026315334,0.000039286326,0.0000945534,0.00004085467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000693611,0.000052130465,0.000083678315,0.0004306991,0.000086830005,0.00014025751,0.00015545594,0.00003562423,0.000025683023],"category_scores_gemma":[0.00014340864,0.00004840122,0.000044043143,0.00025431332,0.00006846119,0.0008532764,0.000037378475,0.000102879996,0.000011491043],"study_design_candidate":"observational","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":[0.00023165478,0.0001098521,0.3659985,0.000010679654,0.00009708749,0.000028336684,0.036952306,0.0032911967,0.000577542,0.0027293302,0.0016317463,0.5883418],"study_design_scores_gemma":[0.0009565153,0.00010718308,0.8990762,0.00026955875,0.00004009805,0.000029084113,0.06798077,0.00053700694,0.00004939674,0.02383248,0.0069108754,0.00021082304],"about_ca_topic_score_codex":0.0006931513,"about_ca_topic_score_gemma":0.0004490885,"teacher_disagreement_score":0.58813095,"about_ca_system_score_codex":0.0001041706,"about_ca_system_score_gemma":0.00002217965,"threshold_uncertainty_score":0.19737445},"labels":[],"label_agreement":null},{"id":"W4387680842","doi":"10.3934/urs.2023014","title":"You have declared a climate emergency…now what? Exploring climate action, energy planning and participatory place branding in Canada","year":2023,"lang":"en","type":"article","venue":"Urban Resilience and Sustainability","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":true,"ca_institutions":"Toronto Metropolitan University; Dalhousie University","funders":"","keywords":"Public relations; Citizen journalism; Political science; Work (physics); Thematic analysis; Action (physics); Corporate governance; Greenhouse gas; Climate change; Environmental planning; Public administration; Geography; Business; Sociology; Engineering; Qualitative research; Social science","score_opus":0.058590807099526056,"score_gpt":0.32418866914280947,"score_spread":0.2655978620432834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387680842","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":[0.9966172,0.00095799274,0.000023733412,0.00084230345,0.00036410565,0.0002720318,0.000003029179,0.00007687899,0.0008427254],"genre_scores_gemma":[0.99341345,0.005605522,0.0000050688923,0.00005079741,0.000054600943,0.00011049814,0.0000025809804,0.000010347023,0.00074715493],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9972262,0.00029507096,0.00037811464,0.000578572,0.0004480269,0.0010740418],"domain_scores_gemma":[0.9991522,0.00018636578,0.00009550325,0.00023034679,0.00009344844,0.00024214573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014833136,0.00018124467,0.000242011,0.00018211565,0.00096004445,0.00021394335,0.00022386228,0.000061011775,0.000025909376],"category_scores_gemma":[0.00038090968,0.00018155629,0.00003198501,0.000707138,0.00031870918,0.001571958,0.0002454436,0.00013766531,0.0000012552862],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006642,0.000017481652,0.96964,0.00021957888,0.0000053911585,0.00006946877,0.020675141,0.0009915691,0.0000068776744,0.0014953876,0.0005316415,0.006281023],"study_design_scores_gemma":[0.00026630444,0.000026892576,0.449783,0.00009239751,0.000012237391,5.6932873e-7,0.53435355,0.003662061,0.000022059348,0.001169908,0.010324979,0.00028601373],"about_ca_topic_score_codex":0.28415608,"about_ca_topic_score_gemma":0.8054268,"teacher_disagreement_score":0.5212707,"about_ca_system_score_codex":0.00057996396,"about_ca_system_score_gemma":0.0005701184,"threshold_uncertainty_score":0.7403651},"labels":[],"label_agreement":null},{"id":"W4387740692","doi":"10.1016/j.ijpe.2023.109072","title":"Collaborative emergency decision-making: A framework for deep learning with social media data","year":2023,"lang":"en","type":"article","venue":"International Journal of Production Economics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Science Foundation of Hubei Province; National Natural Science Foundation of China","keywords":"Interpretability; Computer science; Social media; Government (linguistics); Focus (optics); Public opinion; Sentiment analysis; Data science; Artificial intelligence; Knowledge management; Machine learning; World Wide Web; Political science","score_opus":0.04102946983903895,"score_gpt":0.3748303169420203,"score_spread":0.33380084710298136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387740692","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":[0.8553159,0.00015455997,0.088342994,0.025766961,0.025751388,0.00046576693,0.00004638674,0.000082962884,0.004073036],"genre_scores_gemma":[0.98135173,0.0011076084,0.011821444,0.00003398278,0.005143734,0.0000054778957,0.000017235203,0.000012763974,0.00050599384],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990697,0.000047127694,0.0003094533,0.0001782205,0.00026595767,0.00012956579],"domain_scores_gemma":[0.9985117,0.00026580246,0.0004875721,0.000085391366,0.0006141262,0.00003543025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010346598,0.000062332285,0.00010758855,0.00020458225,0.0002768134,0.00011700464,0.00071355473,0.000041038045,0.000108797474],"category_scores_gemma":[0.0026361565,0.000056204826,0.00003976033,0.00026618427,0.00009749949,0.0008213666,0.000093080474,0.00011967445,0.000016449829],"study_design_candidate":"design_other","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":[0.0013097232,0.00018202425,0.009942428,0.0000159639,0.00078886095,0.000019967467,0.08927148,0.025336962,0.000020688114,0.20422778,0.03543547,0.63344866],"study_design_scores_gemma":[0.0008229467,0.00014849598,0.013250607,0.00018569184,0.00010097592,0.0000136288,0.13795349,0.0030870594,0.000026700058,0.2851194,0.55887854,0.00041247258],"about_ca_topic_score_codex":0.0000022774138,"about_ca_topic_score_gemma":0.00031464538,"teacher_disagreement_score":0.6330362,"about_ca_system_score_codex":0.00009486691,"about_ca_system_score_gemma":0.00014482393,"threshold_uncertainty_score":0.3155916},"labels":[],"label_agreement":null},{"id":"W4387849086","doi":"10.1038/s43247-023-01039-2","title":"The importance of accounting for equity in disaster risk models","year":2023,"lang":"en","type":"article","venue":"Communications Earth & Environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Typology; Equity (law); Risk management; Risk analysis (engineering); Psychological intervention; Business; Actuarial science; Risk assessment; Environmental planning; Psychology; Political science; Computer science; Geography; Finance; Computer security","score_opus":0.09944673996755313,"score_gpt":0.3684075299208717,"score_spread":0.2689607899533186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387849086","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":[0.8823614,0.0014011577,0.0033955975,0.008243125,0.00012946568,0.0016449273,0.000029487219,0.00006973462,0.1027251],"genre_scores_gemma":[0.99020165,0.006489855,0.0008052296,0.000029102695,0.000012404637,0.00012055683,0.0000072667262,0.0000048902452,0.0023290603],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991642,0.00012812078,0.0002042285,0.0001052275,0.00019294905,0.00020522153],"domain_scores_gemma":[0.9986409,0.0003695733,0.0001236096,0.0008356331,0.000007677003,0.000022634333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013832654,0.00004708631,0.00006645918,0.000033469096,0.00067214103,0.00004037255,0.0009373077,0.000022737913,0.000011856897],"category_scores_gemma":[0.000072107425,0.00003786157,0.0000409977,0.0001765412,0.00048512287,0.00015950875,0.0006509565,0.00006774631,0.000027957693],"study_design_candidate":"observational","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":[0.000030545812,0.00036063849,0.27080187,0.00004024521,0.00005684377,4.542662e-7,0.044230126,0.020983003,0.00019042012,0.41797346,0.0020353545,0.24329704],"study_design_scores_gemma":[0.0005397525,0.000037710975,0.28985608,0.000056365912,0.000037062757,4.2166253e-8,0.039078385,0.06184265,0.000022611626,0.08862692,0.519634,0.00026841185],"about_ca_topic_score_codex":0.000118962904,"about_ca_topic_score_gemma":0.003041221,"teacher_disagreement_score":0.5175987,"about_ca_system_score_codex":0.000028187424,"about_ca_system_score_gemma":0.000017310414,"threshold_uncertainty_score":0.5169633},"labels":[],"label_agreement":null},{"id":"W4388334210","doi":"10.24124/c677/20231866","title":"Disaster relief aid as soft diplomacy: Case of Canadian disaster diplomacy in Nepal 2015 earthquakes","year":2023,"lang":"en","type":"article","venue":"Canadian Political Science Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"International Development Research Centre","keywords":"Diplomacy; Political science; Diaspora; Politics; Ethnology; Public administration; Humanities; Geography; Economy; Sociology; Law","score_opus":0.030699799701020172,"score_gpt":0.3659413835642589,"score_spread":0.33524158386323877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388334210","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":[0.22045362,0.0038202887,0.0000026697762,0.046575613,0.0004821092,0.001551482,0.00011356813,0.0000919617,0.7269087],"genre_scores_gemma":[0.9890618,0.0021784662,0.00003064737,0.0045331335,0.00013238282,0.000040883715,0.0000078988905,0.00001865618,0.003996156],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99435776,0.00024324264,0.0005683269,0.00063514034,0.0007609663,0.0034345596],"domain_scores_gemma":[0.9939659,0.00017042819,0.000078841076,0.0005377027,0.00014884787,0.0050982293],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026356403,0.00023970318,0.00044613014,0.0014922911,0.0006934886,0.00021901114,0.0010946637,0.00009738053,0.00087393424],"category_scores_gemma":[0.0021189381,0.00021248638,0.00013370602,0.0065151197,0.0028335636,0.00075991714,0.00013350419,0.00021330331,0.0012217704],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000021581109,0.0000292141,0.0072467257,0.0004466586,0.000007732821,0.0019290927,0.0037239783,0.0000020619557,0.0000070641727,0.9568008,0.010944216,0.018860303],"study_design_scores_gemma":[0.0004190862,0.0001204713,0.026293457,0.0034692737,0.00008733027,0.0001316652,0.014818722,0.00012600106,0.0000093121425,0.034232426,0.9192541,0.0010381475],"about_ca_topic_score_codex":0.9156129,"about_ca_topic_score_gemma":0.9831982,"teacher_disagreement_score":0.9225684,"about_ca_system_score_codex":0.00090862234,"about_ca_system_score_gemma":0.0060126274,"threshold_uncertainty_score":0.99988014},"labels":[],"label_agreement":null},{"id":"W4388439546","doi":"10.7202/1092477ar","title":"L’ouragan Katrina,la plus grande catastrophe naturellede l’histoire américaine","year":2005,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.02232988008618312,"score_gpt":0.29619093708034877,"score_spread":0.27386105699416563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388439546","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":[0.07191526,0.046620853,0.0015745126,0.12448805,0.0028342027,0.0006102047,0.00005210322,0.00039954679,0.75150526],"genre_scores_gemma":[0.8486172,0.014505606,0.0023419512,0.0003562894,0.00077570666,0.000027183085,0.000019399606,0.00002801749,0.13332868],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965151,0.00097104337,0.00045733072,0.0005789584,0.00075049256,0.0007270733],"domain_scores_gemma":[0.9985842,0.0004343723,0.00025892447,0.00031465467,0.00016519941,0.00024266353],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010740426,0.00038181906,0.00040037505,0.0001598179,0.0010592714,0.00035086303,0.0006423678,0.00032449426,0.00048373165],"category_scores_gemma":[0.00024650476,0.0003542145,0.00021291868,0.0008642476,0.0024671946,0.0015301035,0.00010846206,0.00054162566,0.0004562191],"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":[0.000110610774,0.0003385067,0.0009823691,0.00018559514,0.00011201983,0.000067313886,0.01168815,0.023423947,0.000045963217,0.078439794,0.08520369,0.79940206],"study_design_scores_gemma":[0.0008802248,0.00015620276,0.011847009,0.00047223712,0.00015367693,0.000019260453,0.004921471,0.004192385,0.00007689496,0.0021936193,0.97449154,0.00059548666],"about_ca_topic_score_codex":0.001663746,"about_ca_topic_score_gemma":0.0069004754,"teacher_disagreement_score":0.8892878,"about_ca_system_score_codex":0.00042152265,"about_ca_system_score_gemma":0.00012693934,"threshold_uncertainty_score":0.999891},"labels":[],"label_agreement":null},{"id":"W4388656761","doi":"10.3389/fclim.2023.1243008","title":"Traditional and local communities as key actors to identify climate-related disaster impacts: a citizen science approach in Southeast Brazilian coastal areas","year":2023,"lang":"en","type":"article","venue":"Frontiers in Climate","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Agencia Nacional de Investigación y Desarrollo; Queen Elizabeth Scholars; Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Geography; Context (archaeology); Citizen science; Subsistence agriculture; Participatory action research; Citizen journalism; Climate change; Local community; Environmental resource management; Environmental planning; Artisanal fishing; Traditional knowledge; Political science; Fishing; Sociology; Ecology; Indigenous","score_opus":0.02903060666910355,"score_gpt":0.3133027667007844,"score_spread":0.2842721600316808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388656761","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":[0.9258827,0.00003184815,0.00015470223,0.0007069942,0.0006999206,0.00047626576,0.00011265077,0.00011637667,0.07181857],"genre_scores_gemma":[0.99895555,0.00022550249,0.0002855601,0.00012151503,0.000035141067,0.000042897944,0.000065621345,0.000019000308,0.0002492347],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9971657,0.00022964831,0.0003869784,0.00039623762,0.00074649206,0.0010749607],"domain_scores_gemma":[0.99926615,0.00008800645,0.0000845047,0.0002342563,0.000040481544,0.00028658568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002092735,0.00020255204,0.00028594257,0.00087724783,0.0007341007,0.00048195783,0.00071019336,0.00010415497,0.00004935579],"category_scores_gemma":[0.00009249414,0.00019689582,0.000054090782,0.0020728963,0.0023729801,0.00087751634,0.00036478063,0.00025986202,0.00008140889],"study_design_candidate":"observational","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":[0.00021836083,0.00028606717,0.7345176,0.00018261532,0.000029278326,0.00007088612,0.22810006,0.000599208,0.00008452034,0.027275003,0.004218865,0.004417551],"study_design_scores_gemma":[0.0006743179,0.000060607414,0.38281018,0.00022663013,0.0000114392,0.000003001447,0.607763,0.0027244964,0.000005232651,0.005017675,0.0003838795,0.0003195416],"about_ca_topic_score_codex":0.0011190341,"about_ca_topic_score_gemma":0.0038519918,"teacher_disagreement_score":0.37966293,"about_ca_system_score_codex":0.0001640068,"about_ca_system_score_gemma":0.00012008852,"threshold_uncertainty_score":0.87433445},"labels":[],"label_agreement":null},{"id":"W4388659441","doi":"10.1007/s11069-023-06261-x","title":"Hazard experiences, concerns and responses in coastal municipalities and communities: insights from Nova Scotia, Canada","year":2023,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Hazard; Natural hazard; Environmental planning; Geography; Corporate governance; Socioeconomic status; Environmental resource management; Nova scotia; Socioeconomics; Business; Environmental health; Environmental science; Ecology; Sociology; Population","score_opus":0.03242966068898694,"score_gpt":0.3114395218267037,"score_spread":0.27900986113771675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388659441","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":[0.98939013,0.0014838331,2.8882704e-7,0.00076573406,0.00072052114,0.00014983876,0.00003554039,0.00005500005,0.0073990854],"genre_scores_gemma":[0.99342704,0.00029552786,0.000018714718,0.00027339486,0.00009734968,0.000008697093,0.000021605329,0.0000067637593,0.0058508865],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985921,0.000277616,0.00017217419,0.0001842001,0.0004555395,0.00031837975],"domain_scores_gemma":[0.99922395,0.00044582257,0.000044668934,0.00015243399,0.000040136478,0.000092990456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002220229,0.0001262721,0.00018810625,0.00011838225,0.00036526614,0.00017180113,0.00031027253,0.00006487536,0.000084236235],"category_scores_gemma":[0.00011495527,0.0001108424,0.000016948421,0.00038569386,0.0009454518,0.00033753182,0.00027144648,0.00019268384,0.0000044939793],"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":[0.00014479426,0.000022340932,0.05830454,0.000040056253,0.00003741766,0.00018082876,0.90738714,0.000010336078,0.00007948639,0.010262034,0.012580908,0.010950113],"study_design_scores_gemma":[0.00036468086,0.000023917239,0.06057343,0.000091928945,0.000006193931,5.441533e-7,0.9133746,0.0004552961,0.000031685046,0.0004934574,0.02436471,0.00021957586],"about_ca_topic_score_codex":0.964676,"about_ca_topic_score_gemma":0.9984983,"teacher_disagreement_score":0.03382229,"about_ca_system_score_codex":0.00006826213,"about_ca_system_score_gemma":0.00035960667,"threshold_uncertainty_score":0.45200217},"labels":[],"label_agreement":null},{"id":"W4388750757","doi":"10.1007/978-3-031-32743-8_22","title":"Risk and Resilience","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Courage; Praise; Moral courage; Politics; Environmental ethics; Feeling; Sociology; Reductionism; Political science; Epistemology; Psychology; Philosophy; Social psychology; Law","score_opus":0.021511855214138707,"score_gpt":0.2772223443258553,"score_spread":0.25571048911171657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388750757","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000045620654,0.00011386307,0.000046943373,0.00036102912,0.00029994076,0.00017364882,0.0000046375935,0.0001779464,0.9987764],"genre_scores_gemma":[0.0014242107,0.0051244483,0.00006063166,0.00007809619,0.00015893645,0.0000024553456,0.000001489656,0.000015578764,0.99313414],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989988,0.000019981027,0.000115403534,0.00029408108,0.00037506304,0.00019666362],"domain_scores_gemma":[0.9995428,0.0001012932,0.00007707572,0.00016206357,0.000026068365,0.00009075272],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036159775,0.00011606501,0.00012435397,0.00009207184,0.000365452,0.00011028357,0.0002562609,0.00013590013,0.00083421945],"category_scores_gemma":[0.000064406035,0.000099463374,0.000042508986,0.000040579558,0.00057800446,0.00009705789,0.00015361901,0.00013568427,0.0011322143],"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":[0.0000013529007,0.0000013247688,0.00013439122,0.000007478974,0.000008514403,0.000007959257,0.00093692285,5.374837e-7,1.6632161e-7,0.946817,0.019650292,0.032434065],"study_design_scores_gemma":[0.00003540432,0.000012086331,0.00036448333,0.000039083185,0.00002408431,7.8867735e-8,0.00087588164,0.000005007327,1.8639994e-7,0.1277175,0.8707643,0.0001618677],"about_ca_topic_score_codex":0.0005201824,"about_ca_topic_score_gemma":0.0040417057,"teacher_disagreement_score":0.85111403,"about_ca_system_score_codex":0.000016397138,"about_ca_system_score_gemma":0.00003947156,"threshold_uncertainty_score":0.99964553},"labels":[],"label_agreement":null},{"id":"W4388779696","doi":"10.1515/9781552382967-007","title":"Sustainability and Vulnerability","year":2005,"lang":"en","type":"book-chapter","venue":"University of Calgary Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Vulnerability (computing); Sustainability; Environmental planning; Environmental science; Environmental resource management; Computer science; Ecology; Biology; Computer security","score_opus":0.018631964985336067,"score_gpt":0.23841848976934013,"score_spread":0.21978652478400407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388779696","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003414515,0.00017267346,0.00014424193,0.00008652499,0.000056185636,0.0004345607,0.000006252925,0.000069388625,0.9986887],"genre_scores_gemma":[0.008052915,0.00019391405,0.0001492782,0.000018537037,0.000049914222,1.3992869e-7,0.000002627857,0.000007507463,0.9915252],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895126,0.000076735836,0.00012170663,0.0003291872,0.0003260767,0.00019506711],"domain_scores_gemma":[0.9992344,0.000071001785,0.0001320753,0.0002779746,0.00016003744,0.00012451784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032082753,0.00014598349,0.0002460866,0.000064298,0.0003271079,0.000023770936,0.00036569076,0.00022333013,0.00017991228],"category_scores_gemma":[0.000025395486,0.00017091092,0.00010211365,0.0000051900397,0.0018805743,0.00010673712,0.0003029413,0.00019338881,0.0000026786226],"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":[0.0000446409,0.0000133962285,0.000039621056,0.000116114505,0.000031897605,0.000014657692,0.004653073,0.0000014228832,5.940578e-7,0.91895664,0.0007104819,0.07541748],"study_design_scores_gemma":[0.00017721282,0.000024701052,0.00017081898,0.000036279464,0.00007555423,1.6515894e-7,0.00080139213,0.000022416369,0.0000017437056,0.0121712675,0.9863403,0.00017818704],"about_ca_topic_score_codex":0.0041548847,"about_ca_topic_score_gemma":0.0039960556,"teacher_disagreement_score":0.9856298,"about_ca_system_score_codex":0.00012417273,"about_ca_system_score_gemma":0.00014956821,"threshold_uncertainty_score":0.6969545},"labels":[],"label_agreement":null},{"id":"W4388873717","doi":"10.1145/3625469.3625510","title":"Social Vulnerability Assessment Based on Projection Pursuit Dynamic Cluster Model","year":2023,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Projection pursuit; Vulnerability (computing); Vulnerability assessment; Dynamic assessment; Computer science; Projection (relational algebra); Social vulnerability; Cluster (spacecraft); Artificial intelligence; Computer security; Psychology; Algorithm","score_opus":0.0437103761393561,"score_gpt":0.40830622080814594,"score_spread":0.36459584466878986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388873717","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":[0.10939073,4.6650698e-7,0.024485044,0.026666835,0.000390821,0.0007701903,0.0000028386646,0.00057879894,0.83771425],"genre_scores_gemma":[0.9428344,0.0000020387863,0.0002904037,0.00067140965,0.00006806328,0.00005812754,0.000008456594,0.000006520296,0.056060594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985256,0.00017011724,0.00011951487,0.00026278704,0.00063251506,0.00028944743],"domain_scores_gemma":[0.9997074,0.000056651574,0.0000353589,0.00012044491,0.000036787504,0.00004334556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011198858,0.00007999144,0.000081960054,0.000108374625,0.00069223606,0.00015059284,0.00022594084,0.0000611614,0.00016971768],"category_scores_gemma":[0.000035106474,0.00006685936,0.000064203574,0.00049746013,0.00014332154,0.00018055835,0.000057114365,0.00009444739,0.00012577213],"study_design_candidate":"simulation_or_modeling","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":[0.00022203245,0.0015868224,0.014503704,0.00021551416,0.00006842465,0.000010431271,0.029262004,0.16646414,0.00042046205,0.32977745,0.27755055,0.17991847],"study_design_scores_gemma":[0.00023444394,0.0000348077,0.012810103,0.00000476698,0.000007784869,8.004787e-9,0.0029046966,0.9748179,0.0000028111774,0.0049281646,0.0041331816,0.000121368634],"about_ca_topic_score_codex":0.0001950368,"about_ca_topic_score_gemma":0.0014820305,"teacher_disagreement_score":0.83344364,"about_ca_system_score_codex":0.0001899742,"about_ca_system_score_gemma":0.00013201093,"threshold_uncertainty_score":0.532419},"labels":[],"label_agreement":null},{"id":"W4388911413","doi":"10.1108/ijes-10-2023-090","title":"Editorial: International Journal of Emergency Services, volume 12, issue 3","year":2023,"lang":"en","type":"editorial","venue":"International Journal of Emergency Services","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Political science; Library science; Computer science; Physics","score_opus":0.013601032600900296,"score_gpt":0.34828860398487926,"score_spread":0.334687571383979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388911413","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008347911,0.0012193606,0.000042420485,0.0027740595,0.9867418,0.00016595906,0.00019163235,0.000048177724,0.00798182],"genre_scores_gemma":[0.0007182829,0.031070987,0.0001248634,0.000051342777,0.9436975,0.0000054117436,0.00010943503,0.00008323735,0.024138954],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9856242,0.00038698554,0.0031742933,0.000451363,0.009746627,0.00061655004],"domain_scores_gemma":[0.9811852,0.0002994685,0.0059227142,0.00032263427,0.011878274,0.0003917194],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033345139,0.0005445919,0.0008324528,0.001296236,0.00026107754,0.00047373146,0.0093385335,0.00081493205,0.007475915],"category_scores_gemma":[0.0010062807,0.0005001151,0.0009780744,0.0005649233,0.00010949429,0.002361223,0.0007024624,0.0013156512,0.00034450876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028988655,0.00026976343,0.0016457461,0.00019171936,0.001724608,0.00015116557,0.007652587,0.00020155987,0.00003108965,0.000113753886,0.9856836,0.0020444898],"study_design_scores_gemma":[0.0007567831,0.00017137983,0.0002585881,0.00077114097,0.00026126223,0.0000023777106,0.005958889,0.000048517293,0.0000044684084,0.0016608464,0.98966837,0.00043735045],"about_ca_topic_score_codex":0.0026926445,"about_ca_topic_score_gemma":0.0049213343,"teacher_disagreement_score":0.043044295,"about_ca_system_score_codex":0.0004344068,"about_ca_system_score_gemma":0.00093450304,"threshold_uncertainty_score":0.9997451},"labels":[],"label_agreement":null},{"id":"W4388984669","doi":"10.61618/osat9391","title":"Book Review: Billy, A. 2020. NORTH SHORE RESCUE: If You Get Lost Today, Will Anyone Know?","year":2021,"lang":"en","type":"article","venue":"The Journal of Search and Rescue","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bureaucracy; Agency (philosophy); Government (linguistics); Service (business); Public relations; Shore; Political science; Management; Business; Sociology; Law; Politics; Marketing; Social science","score_opus":0.01509187557009017,"score_gpt":0.3006794219258242,"score_spread":0.285587546355734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388984669","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15513246,0.7071478,0.00005945643,0.12373841,0.00046005496,0.00046026715,0.00001335333,0.00001568501,0.012972562],"genre_scores_gemma":[0.0741094,0.86332804,0.000054653043,0.003937368,0.00073072815,8.201594e-7,0.0000027136539,0.000011923768,0.05782434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742746,0.0007034504,0.00036429355,0.00015239131,0.0009385556,0.00041384884],"domain_scores_gemma":[0.99892646,0.00013300322,0.00007195075,0.0002446362,0.00035396422,0.00027000334],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023008904,0.000117584554,0.0002654363,0.000058935573,0.00048260094,0.00012115264,0.00057197566,0.00004965875,0.0009874002],"category_scores_gemma":[0.00029455917,0.00006612766,0.00010783662,0.00049507985,0.0005750958,0.0004433634,0.00025072225,0.0004173148,0.00004033286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032957524,0.00026302013,0.0021950786,0.0006274101,0.00023630426,0.0005898241,0.018707968,0.00019578937,0.00065631996,0.00047373926,0.9261451,0.049579907],"study_design_scores_gemma":[0.00032269256,0.00016785417,0.005926685,0.00090529345,0.00008774771,0.000042272342,0.008211996,0.000027320832,0.00008414676,0.000120074685,0.98396325,0.00014063824],"about_ca_topic_score_codex":0.00019516402,"about_ca_topic_score_gemma":0.0013895027,"teacher_disagreement_score":0.15618029,"about_ca_system_score_codex":0.000037836428,"about_ca_system_score_gemma":0.00030284596,"threshold_uncertainty_score":0.99992585},"labels":[],"label_agreement":null},{"id":"W4389159748","doi":"10.22215/ff/v3.i1.12","title":"Forced change: Talking trauma — how journalism educators are finding new ways to teach an age-old topic","year":2023,"lang":"en","type":"article","venue":"Facts & Frictions Emerging Debates Pedagogies and Practices in Contemporary Journalism","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Journalism; Mental health; Public relations; Psychology; Health care; Medical education; Political science; Media studies; Medicine; Sociology; Psychiatry; Law","score_opus":0.2579711934750028,"score_gpt":0.4315249380495941,"score_spread":0.17355374457459127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389159748","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":[0.8874151,0.0025777014,0.0004496564,0.09299172,0.003215343,0.00069483486,0.000008776106,0.00035256878,0.0122942645],"genre_scores_gemma":[0.97982043,0.002959734,0.00039513982,0.00076462154,0.0014522794,0.000041127536,0.0000151420945,0.00003510274,0.014516439],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972031,0.00040182032,0.00048117843,0.00052598823,0.000650891,0.0007370234],"domain_scores_gemma":[0.99773955,0.0005257206,0.0008516248,0.00029930053,0.000092306786,0.0004914952],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018805075,0.00030237675,0.00037442325,0.0010299139,0.002051491,0.0017762339,0.0006234976,0.00014903626,0.00010953807],"category_scores_gemma":[0.0011449221,0.00028122863,0.0001080146,0.0014357062,0.00010933383,0.005061037,0.00020665524,0.0006264725,0.000017585186],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011778617,0.00025375152,0.1524594,0.00015626712,0.00026074177,0.00079225225,0.6051725,0.0005409391,0.00040792883,0.012303073,0.09956096,0.12797438],"study_design_scores_gemma":[0.00045571523,0.00009441508,0.045009557,0.00035228115,0.000048278755,0.000017897944,0.3012902,0.00027279183,0.000020158586,0.0021743444,0.64980197,0.00046234904],"about_ca_topic_score_codex":0.008473884,"about_ca_topic_score_gemma":0.0048884265,"teacher_disagreement_score":0.55024105,"about_ca_system_score_codex":0.00011457572,"about_ca_system_score_gemma":0.0001709834,"threshold_uncertainty_score":0.999964},"labels":[],"label_agreement":null},{"id":"W4389182726","doi":"10.19088/core.2023.004","title":"Informalité et groupes marginalisés dans la réponse aux crises","year":2023,"lang":"fr","type":"report","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Humanities; Political science; Philosophy","score_opus":0.12793220603608244,"score_gpt":0.39281732789495255,"score_spread":0.26488512185887014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389182726","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016702468,0.00045756903,0.0004149008,0.004255855,0.003691183,0.00050877756,0.000040926174,0.00043352184,0.9734948],"genre_scores_gemma":[0.033564355,0.012367793,0.0001436655,0.0007812867,0.0005919314,0.0000726147,0.00008442385,0.000056113993,0.9523378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99517816,0.0005963236,0.0007857983,0.0006334613,0.0018677335,0.00093854155],"domain_scores_gemma":[0.99792665,0.00065209466,0.00038390554,0.00050765456,0.00023441503,0.0002952959],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0031588224,0.00052696554,0.00058597303,0.0002922749,0.0006849134,0.0006885096,0.0011914405,0.00049832725,0.0021386417],"category_scores_gemma":[0.00048070942,0.00044535947,0.00040770118,0.0012440806,0.0018052573,0.0011158976,0.0007105606,0.00046381715,0.0023243113],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003147877,0.00022260599,0.011269116,0.00093857,0.00032046274,0.0006156617,0.060870167,0.000112874644,0.0000070375386,0.6743065,0.21993123,0.031374257],"study_design_scores_gemma":[0.00013600197,0.000060816245,0.021315109,0.0003041764,0.00017896667,0.000015611333,0.07043322,0.0000639144,0.000003294148,0.0026274016,0.904274,0.00058747997],"about_ca_topic_score_codex":0.034549445,"about_ca_topic_score_gemma":0.032448966,"teacher_disagreement_score":0.6843428,"about_ca_system_score_codex":0.00021104893,"about_ca_system_score_gemma":0.0013730751,"threshold_uncertainty_score":0.9997998},"labels":[],"label_agreement":null},{"id":"W4389191947","doi":"10.22215/etd/2023-15672","title":"A Systematic Review of Non-Police Response Models for Persons in Crisis","year":2023,"lang":"en","type":"review","venue":"","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":"Carleton University","funders":"","keywords":"Crisis response; Political science; Criminology; Psychology; Public relations","score_opus":0.11252784587176937,"score_gpt":0.43832163023171516,"score_spread":0.32579378435994577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389191947","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.1781308e-7,0.9775263,0.00028798694,0.00020217104,0.000095982745,0.0059966096,0.000025273119,0.000039486025,0.015826084],"genre_scores_gemma":[9.0699115e-7,0.9648719,0.00011683229,0.00012813143,0.000027475107,0.0011979495,0.0000048670972,0.00002296546,0.033628985],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9971858,0.00085550343,0.0009316682,0.00030001433,0.00041239974,0.00031459887],"domain_scores_gemma":[0.99789405,0.0011605843,0.00044260285,0.00037189186,0.00006540297,0.00006544945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046829158,0.00020292701,0.002097746,0.00034132582,0.00008843508,0.00004109891,0.0007797419,0.0001265145,0.00003270759],"category_scores_gemma":[0.000652977,0.00014130422,0.00060486956,0.0012615654,0.00007839846,0.00017839484,0.00009936544,0.00008179285,0.00006688722],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026360858,0.00001620218,7.769016e-9,0.9848525,0.000052127376,8.5906555e-7,0.0029847021,4.0718578e-7,2.6095994e-9,0.002850984,0.007375108,0.0018644737],"study_design_scores_gemma":[0.000039591545,0.000015471867,1.7309253e-8,0.86228096,0.00091126206,1.6998904e-7,0.008589882,0.00004386542,3.5157024e-9,0.0001262774,0.1278315,0.00016101326],"about_ca_topic_score_codex":0.0015583523,"about_ca_topic_score_gemma":0.00119532,"teacher_disagreement_score":0.12257155,"about_ca_system_score_codex":0.000106494,"about_ca_system_score_gemma":0.000357175,"threshold_uncertainty_score":0.5762219},"labels":[],"label_agreement":null},{"id":"W4389236433","doi":"10.1108/dpm-07-2023-0156","title":"Categorising potential non-disasters","year":2023,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","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":"Public Health Agency of Canada","funders":"","keywords":"Construct (python library); Vulnerability (computing); Disaster risk reduction; Hazard; Work (physics); Originality; Vulnerability assessment; Emergency management; Disaster research; Risk analysis (engineering); Computer science; Computer security; Geography; Engineering; Political science; Environmental planning; Business; Sociology; Psychology; Psychological resilience; Social psychology; Social science; Qualitative research","score_opus":0.019763954257747466,"score_gpt":0.3493566151464736,"score_spread":0.32959266088872613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389236433","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":[0.8273361,0.000023790204,0.017447302,0.002926235,0.005082069,0.00042180234,0.0000027916624,0.00017352798,0.14658643],"genre_scores_gemma":[0.9523988,0.0013091799,0.00035388427,0.00026293827,0.00070898863,0.000012730624,0.0000400958,0.000013511324,0.044899873],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835604,0.00012932059,0.0002537586,0.00023744821,0.0007195548,0.00030387111],"domain_scores_gemma":[0.99951047,0.00000900938,0.00012403281,0.00010690532,0.000083897736,0.00016570596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007547215,0.00011441744,0.00009012439,0.00040650615,0.00051046134,0.0009784462,0.0005037056,0.000038703158,0.00026279702],"category_scores_gemma":[0.000009714861,0.000110759654,0.000089140434,0.00021978216,0.00013293388,0.0014121666,0.00020758416,0.00009858673,0.00012895683],"study_design_candidate":"design_other","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":[0.00025559176,0.00057897414,0.0122860335,0.00009115504,0.0009492143,0.0007979974,0.061365232,0.0008121764,0.000231547,0.18442841,0.034670133,0.70353353],"study_design_scores_gemma":[0.0048112026,0.00028672774,0.1603447,0.00042800416,0.0002819029,0.00006334059,0.2707196,0.004917984,0.000021373948,0.054867126,0.5021168,0.0011412521],"about_ca_topic_score_codex":0.000028987555,"about_ca_topic_score_gemma":0.00007992204,"teacher_disagreement_score":0.7023923,"about_ca_system_score_codex":0.00005188585,"about_ca_system_score_gemma":0.000019631967,"threshold_uncertainty_score":0.9435179},"labels":[],"label_agreement":null},{"id":"W4389550378","doi":"10.4324/9781003280040-6","title":"A Sudden Inhospitable Situation","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.03659630315195814,"score_gpt":0.2880993546655128,"score_spread":0.2515030515135547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389550378","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001560939,0.000029115165,0.00006340605,0.0009754329,0.0005487153,0.00024133179,0.0000016991631,0.00024296466,0.9978817],"genre_scores_gemma":[0.0011929898,0.00036605622,0.000041533967,0.000121234814,0.00029467855,0.0000056356525,0.000012913149,0.000018686558,0.99794626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990247,0.000010150622,0.000120272685,0.00020572006,0.0004503739,0.00018879972],"domain_scores_gemma":[0.9996575,0.000037878726,0.000064266744,0.00013977886,0.000046234873,0.00005431239],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028026605,0.00010016632,0.00011280585,0.000102051716,0.0002210428,0.00011713799,0.00025060485,0.00014459706,0.0036715267],"category_scores_gemma":[0.000029044933,0.00009154559,0.000063124215,0.000050559353,0.00013761515,0.00014382521,0.00009107195,0.000080735066,0.0059704385],"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":[7.338835e-7,0.0000023897203,0.000010774532,0.000007233736,0.00001208224,0.0000043650393,0.001530482,9.830167e-7,3.788294e-7,0.9180125,0.07273666,0.007681425],"study_design_scores_gemma":[0.000035486184,0.000010246143,0.000045581113,0.000039702034,0.000018856615,1.9212973e-8,0.0010880386,0.000005351316,3.7588129e-7,0.13458066,0.8640266,0.00014904671],"about_ca_topic_score_codex":0.00055238657,"about_ca_topic_score_gemma":0.0042320485,"teacher_disagreement_score":0.79129,"about_ca_system_score_codex":0.00003903826,"about_ca_system_score_gemma":0.00006912541,"threshold_uncertainty_score":0.99723923},"labels":[],"label_agreement":null},{"id":"W4389568824","doi":"10.1111/capa.12547","title":"“We have a very colonial way of thinking…”: Ontario municipalities' climate collaborations with Indigenous Peoples","year":2023,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Indigenous; Corporate governance; Colonialism; Collaborative governance; Political science; Public administration; Climate change; Environmental planning; Geography; Business; Ecology","score_opus":0.030757437907918437,"score_gpt":0.2773414943481374,"score_spread":0.24658405644021894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389568824","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":[0.9489885,0.000013947202,0.000008348249,0.012008349,0.00019898957,0.00044645122,0.00008299354,0.00006826996,0.038184166],"genre_scores_gemma":[0.98257923,0.000046537152,0.000069497924,0.00010972844,0.00007131408,0.00004519849,0.0001727389,0.000008711371,0.016897058],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863404,0.00009049746,0.00020432807,0.00018516264,0.00038579467,0.00050017674],"domain_scores_gemma":[0.9991767,0.000072900504,0.00011661286,0.00018079735,0.0001600933,0.0002929099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045492113,0.00009624741,0.00012283283,0.00030093465,0.001073424,0.00037044723,0.00030016294,0.00009041237,0.00022401122],"category_scores_gemma":[0.0000946939,0.00009599031,0.000027889175,0.0008434112,0.00028687046,0.0004791661,0.000022729268,0.00008249469,0.000029632765],"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":[0.000026959635,0.000046286204,0.050470002,0.000042093947,0.000040689432,0.000053384978,0.39996186,0.000013893697,0.0000047860967,0.5453587,0.0033804579,0.0006008673],"study_design_scores_gemma":[0.00053121673,0.0005258267,0.050119616,0.00008878755,0.00005758898,0.0000031266154,0.47186437,0.0000797167,0.000024027282,0.0016420125,0.47460935,0.00045436158],"about_ca_topic_score_codex":0.43898937,"about_ca_topic_score_gemma":0.9998463,"teacher_disagreement_score":0.56085694,"about_ca_system_score_codex":0.0004245672,"about_ca_system_score_gemma":0.010837992,"threshold_uncertainty_score":0.99476963},"labels":[],"label_agreement":null},{"id":"W4389686848","doi":"10.4324/9781003356493-18","title":"Vancouver, BC, Canada","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; History","score_opus":0.021191841271590975,"score_gpt":0.2468333529458282,"score_spread":0.22564151167423724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389686848","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000016543663,0.000024479063,0.0000069546727,0.00050065236,0.0032650284,0.00014693593,0.000005072669,0.0001163168,0.9959329],"genre_scores_gemma":[0.00028534525,0.00023871355,0.000012584741,0.00034574306,0.00030002996,0.000002452059,0.000004056858,0.000018391154,0.9987927],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988346,0.000007721118,0.00011583185,0.00020689795,0.0006081363,0.00022681194],"domain_scores_gemma":[0.9996184,0.000047367943,0.00005513124,0.00015327171,0.000034338173,0.00009145854],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000118565564,0.00011573597,0.00012630767,0.000046248064,0.0002181255,0.000045234046,0.00035280903,0.00009732227,0.0045859464],"category_scores_gemma":[0.000015458567,0.00010268125,0.00004849839,0.000034750305,0.0001290231,0.000053518423,0.00009246657,0.00009701719,0.00058061176],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.531973e-7,5.97488e-7,0.000003853034,0.000004703251,0.000009440727,0.000017128088,0.000113913935,6.592835e-7,1.5556623e-8,0.42338482,0.5732652,0.0031992102],"study_design_scores_gemma":[0.000029510173,0.0000029709388,0.000008461584,0.000023584906,0.000011694257,1.0719374e-8,0.00090498175,0.0000012277123,1.1691635e-7,0.017337263,0.98153234,0.0001478142],"about_ca_topic_score_codex":0.87151366,"about_ca_topic_score_gemma":0.9995747,"teacher_disagreement_score":0.40826714,"about_ca_system_score_codex":0.00013486223,"about_ca_system_score_gemma":0.00067225064,"threshold_uncertainty_score":0.996324},"labels":[],"label_agreement":null},{"id":"W4389689651","doi":"10.38140/com.v28i.7599","title":"Safety of Journalists from a Gendered Perspective: Evidence from Female Journalists in Ghana’s Rural and Peri-Urban Media","year":2023,"lang":"en","type":"article","venue":"Communitas","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Public relations; Qualitative research; Political science; Perception; Politics; Work (physics); Coping (psychology); Psychology; Sociology; Engineering; Social science","score_opus":0.06993479656413638,"score_gpt":0.3493244778510096,"score_spread":0.27938968128687325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389689651","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":[0.98329484,0.005470373,0.000016120177,0.002465116,0.00025405252,0.00014618486,0.000038519098,0.000038866514,0.00827594],"genre_scores_gemma":[0.9959801,0.0032718196,0.00017033533,0.000056878143,0.00013390316,0.000004355756,0.000015297526,0.000009909747,0.00035743834],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99797297,0.00077153277,0.00031297223,0.00015526186,0.00048229398,0.00030496807],"domain_scores_gemma":[0.99837327,0.000888783,0.00015239144,0.0003441779,0.0001043166,0.00013705615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010118455,0.00012369288,0.00025237448,0.00018756445,0.00044129518,0.00015865185,0.0008372204,0.00007175352,0.00043834207],"category_scores_gemma":[0.0007007388,0.00011527133,0.0000632866,0.00062533026,0.00053877087,0.0004993384,0.00037971957,0.00030464202,0.000025823903],"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":[0.00013106148,0.00009120443,0.22251078,0.00001849449,0.00009603403,0.00006456224,0.7627764,0.000016744541,0.0008563563,0.00558352,0.0027926168,0.005062247],"study_design_scores_gemma":[0.00040070552,0.000019494635,0.46466494,0.00042968648,0.000027091937,4.7556557e-7,0.52814335,0.000109062494,0.000027165894,0.0052534617,0.00077516126,0.00014940278],"about_ca_topic_score_codex":0.045443214,"about_ca_topic_score_gemma":0.050607033,"teacher_disagreement_score":0.24215414,"about_ca_system_score_codex":0.00013164847,"about_ca_system_score_gemma":0.00009395091,"threshold_uncertainty_score":0.96671695},"labels":[],"label_agreement":null},{"id":"W4390013986","doi":"10.3390/socsci13010008","title":"College Students and Environmental Disasters: A Review of the Literature","year":2023,"lang":"en","type":"review","venue":"Social Sciences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; National Science Foundation","keywords":"Thematic analysis; Population; Scale (ratio); Psychology; Medical education; Environmental health; Geography; Medicine; Qualitative research; Sociology; Social science","score_opus":0.07221186847845162,"score_gpt":0.4193840319561303,"score_spread":0.34717216347767865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390013986","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006317627,0.98700553,6.6408205e-8,0.00041080723,0.00044719997,0.0010005371,0.00011675612,0.000019234436,0.010936711],"genre_scores_gemma":[0.00007582573,0.99199706,0.0000034721775,0.00014746483,0.00019383439,0.00003824161,0.000005729729,0.0000085147685,0.00752985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971727,0.00056066003,0.00034918438,0.00034919044,0.0012616438,0.00030660434],"domain_scores_gemma":[0.99931276,0.00013151995,0.0003682761,0.0001278715,0.000010446192,0.000049104394],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014855597,0.00018537081,0.00062443723,0.00007122881,0.0012582967,0.0001678108,0.0015366041,0.00012411842,0.000038695107],"category_scores_gemma":[0.00011316065,0.00010635227,0.00030262026,0.0016537516,0.0027155608,0.00018919514,0.00060049735,0.00015252571,0.000018573011],"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":[0.0000017930879,0.00016182063,0.0004600341,0.11771243,0.0001887537,0.000011175633,0.03461364,3.379474e-8,1.2331263e-7,0.026654644,0.03083967,0.7893559],"study_design_scores_gemma":[0.000028724855,0.00001190296,0.00006396639,0.058835443,0.00018116873,3.9482748e-7,0.006932509,4.744799e-8,1.1650108e-8,0.00031061322,0.933497,0.00013821178],"about_ca_topic_score_codex":0.000038813338,"about_ca_topic_score_gemma":0.000097250144,"teacher_disagreement_score":0.90265733,"about_ca_system_score_codex":0.00006207771,"about_ca_system_score_gemma":0.00017631188,"threshold_uncertainty_score":0.99999845},"labels":[],"label_agreement":null},{"id":"W4390354963","doi":"10.18485/ijdrm.2023.5.2.5","title":"A Predictive Model of Community Disaster Resilience Based on Social Identity Influences (MODERSI)","year":2023,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Resilience (materials science); Community resilience; Identity (music); Social identity theory; Psychology; Criminology; Sociology; Social psychology; Computer security; Computer science; Social group; Art; Aesthetics; Physics","score_opus":0.043703811094984835,"score_gpt":0.35686736762185756,"score_spread":0.3131635565268727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390354963","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":[0.9127316,0.000013667811,0.023892166,0.0016049969,0.00097277586,0.0002963509,0.000056193086,0.000044918856,0.06038732],"genre_scores_gemma":[0.9978363,0.00015384445,0.00032796754,0.00030305007,0.00016687092,0.000007831927,0.0000050503295,0.000010986078,0.0011881121],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.996251,0.0005221493,0.00059175777,0.00015999212,0.0021876427,0.00028746488],"domain_scores_gemma":[0.9984067,0.00018948106,0.0007300159,0.00021004897,0.00037093397,0.00009280488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019295143,0.0001594759,0.00023265807,0.000593267,0.00043078174,0.00019704591,0.001853624,0.00005549699,0.00005920038],"category_scores_gemma":[0.00015626772,0.0001398694,0.00023071404,0.00048363322,0.00054962916,0.0011148833,0.00039213288,0.00031098214,0.000033796437],"study_design_candidate":"simulation_or_modeling","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":[0.0023000329,0.002444203,0.05602816,0.00022995431,0.0015798017,0.000121412,0.21835388,0.5303341,0.0001248246,0.081608914,0.02469686,0.08217785],"study_design_scores_gemma":[0.005915175,0.00095478137,0.30514356,0.0011393623,0.00071717455,0.0000019332683,0.41328105,0.14257331,0.00010031459,0.12169173,0.0074538207,0.0010277827],"about_ca_topic_score_codex":0.00017489228,"about_ca_topic_score_gemma":0.00024125133,"teacher_disagreement_score":0.3877608,"about_ca_system_score_codex":0.00015555501,"about_ca_system_score_gemma":0.000066137574,"threshold_uncertainty_score":0.57037085},"labels":[],"label_agreement":null},{"id":"W4390512347","doi":"10.1016/j.ijdrr.2024.104240","title":"‘We knew a cyclone was imminent’: Hazard preparedness and disaster management efficiency nexus in coastal Bangladesh","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"Ministry of Education, Government of the People's Republic of Bangladesh","keywords":"Disaster risk reduction; Preparedness; Emergency management; Business; Hazard; Risk management; Environmental planning; Poison control; Natural hazard; Natural disaster; Environmental resource management; Geography; Economic growth; Political science; Environmental health; Finance; Economics; Medicine; Meteorology","score_opus":0.010103153010288878,"score_gpt":0.29853052901667537,"score_spread":0.2884273760063865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390512347","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":[0.9750805,0.001343898,0.0022303013,0.0028428084,0.005671158,0.00026202854,0.000011829082,0.00003429763,0.012523184],"genre_scores_gemma":[0.9930446,0.0018048908,0.00016022885,0.00001987324,0.0008700183,0.0000091265165,0.0000042826555,0.000014771476,0.0040722196],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99781173,0.00016402327,0.00053752295,0.00029449307,0.0009312587,0.00026095152],"domain_scores_gemma":[0.9993889,0.000041181906,0.0002308095,0.00010639555,0.000118827775,0.000113907314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006658837,0.00015966753,0.00018078738,0.0005327808,0.0001083942,0.000544181,0.00043315967,0.00005973633,0.000095951415],"category_scores_gemma":[0.000040133797,0.00013517431,0.00012197567,0.00033780944,0.00027345424,0.001114345,0.0001558203,0.0002235126,0.000024738372],"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":[0.00083949877,0.0011018947,0.011705218,0.0002600078,0.0008752471,0.00089342165,0.46265066,0.001784357,0.00060825347,0.02142143,0.00593472,0.4919253],"study_design_scores_gemma":[0.005172261,0.0007333097,0.024902483,0.0055042617,0.00067984086,0.00072260597,0.7286383,0.0048748795,0.00014479498,0.029974243,0.19725758,0.0013954508],"about_ca_topic_score_codex":0.00022465443,"about_ca_topic_score_gemma":0.00048583728,"teacher_disagreement_score":0.49052984,"about_ca_system_score_codex":0.00021591682,"about_ca_system_score_gemma":0.00007000153,"threshold_uncertainty_score":0.5512248},"labels":[],"label_agreement":null},{"id":"W4390610946","doi":"10.1007/s11069-023-06372-5","title":"The role of social capital as a key player in disaster risk comprehension and dissemination: lived experience of rural communities in Pakistan","year":2024,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Social capital; Public relations; Context (archaeology); Sociology; Social connectedness; Social psychology; Psychology; Political science; Social science; Geography","score_opus":0.008717753976583972,"score_gpt":0.3310653619999981,"score_spread":0.3223476080234141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390610946","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":[0.98766583,0.0042801956,7.216061e-7,0.00019778368,0.00018150368,0.00014303671,0.000005376741,0.00001159129,0.007513944],"genre_scores_gemma":[0.9989376,0.00039336228,0.000007457175,0.000006675371,0.000027995438,0.0000085742295,0.0000029066775,0.0000037291902,0.00061168906],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99905187,0.00019504296,0.00020230471,0.000066961824,0.0003207841,0.00016304119],"domain_scores_gemma":[0.9994729,0.000338324,0.000055892437,0.000075201686,0.0000383728,0.00001929379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033018846,0.00007329156,0.00011748999,0.00007305837,0.0002130175,0.00009056724,0.0002199628,0.000050068615,0.000034106644],"category_scores_gemma":[0.00003368798,0.000050346996,0.00003647263,0.00024496653,0.0007491574,0.0002527184,0.00011644045,0.00017424238,0.0000014960663],"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":[0.000057771536,0.000028906637,0.010763566,0.000024098843,0.000007391141,0.0000019444954,0.8777679,0.0000017891133,0.0005235481,0.02835991,0.000052803636,0.08241038],"study_design_scores_gemma":[0.00011160157,0.000028655615,0.066395596,0.00018460574,0.0000057676025,3.36684e-7,0.92741925,0.0008509124,0.00011454648,0.0022861108,0.002520891,0.00008174677],"about_ca_topic_score_codex":0.0042572957,"about_ca_topic_score_gemma":0.010945593,"teacher_disagreement_score":0.08232863,"about_ca_system_score_codex":0.00003692618,"about_ca_system_score_gemma":0.000029372983,"threshold_uncertainty_score":0.6435786},"labels":[],"label_agreement":null},{"id":"W4390663368","doi":"10.1177/87552930231222769","title":"Modeling post‐disaster recovery: Accounting for rental and multi‐family housing","year":2024,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Science Foundation","keywords":"Renting; Disadvantaged; Housing tenure; Business; Disaster recovery; Single family; Rental housing; Finance; Actuarial science; Economic growth; Demographic economics; Economics; Engineering; Civil engineering; Political science; Real estate","score_opus":0.026579522215258774,"score_gpt":0.2957926916015286,"score_spread":0.2692131693862698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390663368","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":[0.95986205,0.0010297174,0.01344056,0.0009212632,0.00088759133,0.00038807545,0.00001005969,0.0001907527,0.02326992],"genre_scores_gemma":[0.9923053,0.00011783315,0.003134024,0.00018290176,0.0004815155,0.000009130996,0.000005020295,0.000020872396,0.0037434392],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886364,0.000035135632,0.0001576435,0.00033974444,0.00022791403,0.00037592163],"domain_scores_gemma":[0.99971944,0.000064114174,0.000021303395,0.00009644495,0.000031573323,0.00006714919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047552233,0.000115386545,0.00011271809,0.00010604136,0.00043595387,0.00071321137,0.00013037777,0.00005627457,0.00005218836],"category_scores_gemma":[0.000054634034,0.000108547094,0.00008069969,0.00018052117,0.000106331056,0.00062374223,0.000051264615,0.00009836976,0.00004326368],"study_design_candidate":"design_other","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":[0.00013779593,0.00014368529,0.0016590654,0.00043573725,0.0001744372,0.000064272055,0.09606687,0.0026343563,0.007040894,0.07428773,0.001419996,0.8159352],"study_design_scores_gemma":[0.0018395612,0.00040446766,0.00961089,0.0012044585,0.00024540254,0.000008224791,0.168049,0.6853605,0.00018245867,0.011852217,0.11937657,0.0018662901],"about_ca_topic_score_codex":0.00034036837,"about_ca_topic_score_gemma":0.0021314542,"teacher_disagreement_score":0.81406885,"about_ca_system_score_codex":0.00003419399,"about_ca_system_score_gemma":0.000057520927,"threshold_uncertainty_score":0.68775135},"labels":[],"label_agreement":null},{"id":"W4390665401","doi":"10.1002/eet.2094","title":"Disaster management policy changes in Bangladesh: Drivers and factors of a shift from reactive to proactive approach","year":2024,"lang":"en","type":"article","venue":"Environmental Policy and Governance","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Policy learning; Policy transfer; Categorization; Emergency management; Process (computing); Political science; Citizen journalism; Environmental resource management; Process management; Environmental planning; Knowledge management; Business; Public administration; Economics; Geography; Computer science","score_opus":0.009563211142182716,"score_gpt":0.25261085308791437,"score_spread":0.24304764194573164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390665401","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":[0.96029806,0.00023655967,0.000030128573,0.0019270283,0.00004195527,0.00040669314,0.00013398936,0.000013370244,0.03691224],"genre_scores_gemma":[0.99598277,0.00073214667,0.00010235828,0.00017229811,0.00012044557,0.000025360834,0.000006026377,0.000009258618,0.0028493674],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998988,0.000048590617,0.00010156102,0.0003492165,0.0002653381,0.0002473056],"domain_scores_gemma":[0.9997119,0.000049626175,0.00004405161,0.00009874604,7.562701e-7,0.000094969044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008295022,0.00013188481,0.0001356495,0.000108615975,0.00007848962,0.000056978937,0.00013521696,0.00004485098,0.00001878116],"category_scores_gemma":[0.000012786013,0.00011677547,0.000024205767,0.00023618314,0.000361962,0.00028171358,0.00019696116,0.000074952804,0.0000060330053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001484393,0.0004695562,0.07730321,0.00019360372,0.00027349396,0.000037974343,0.5591307,0.000034862132,0.0015444884,0.25616208,0.0004672192,0.10423435],"study_design_scores_gemma":[0.00025746724,0.000062436884,0.93837225,0.00010677613,0.000022632063,1.9853829e-7,0.04175041,0.000037775677,0.00025751014,0.0028523246,0.016061751,0.00021847896],"about_ca_topic_score_codex":0.010830837,"about_ca_topic_score_gemma":0.0015628134,"teacher_disagreement_score":0.861069,"about_ca_system_score_codex":0.00020900014,"about_ca_system_score_gemma":0.000014849482,"threshold_uncertainty_score":0.99575615},"labels":[],"label_agreement":null},{"id":"W4390691307","doi":"10.1007/s12061-023-09560-9","title":"Spatial Visualization: Community-Level Effects of Sport Industry on Community Resilience","year":2024,"lang":"en","type":"article","venue":"Applied Spatial Analysis and Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Community resilience; Psychological resilience; Resilience (materials science); Human geography; Sustainability; Geography; Environmental resource management; Natural hazard; Business; Geographically Weighted Regression; Community organization; Environmental planning; Political science; Economic geography; Public relations; Psychology; Economics; Engineering; Ecology","score_opus":0.022234104051074354,"score_gpt":0.3375548148223646,"score_spread":0.31532071077129026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390691307","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":[0.91726494,0.00004390574,0.0043459795,0.00042877783,0.00010291012,0.00025877953,0.000011200352,0.00007227519,0.07747123],"genre_scores_gemma":[0.99778426,0.00009338722,0.000022976383,0.00031897682,0.00026212668,0.000015990337,0.000031932086,0.000009204904,0.001461155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985636,0.00027540856,0.0002777885,0.00018255773,0.00044602575,0.00025462467],"domain_scores_gemma":[0.9990765,0.00028863925,0.00010274059,0.0003623323,0.000042760796,0.00012704855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008952216,0.00015390501,0.000320164,0.0005408153,0.0009631768,0.00015175971,0.00042253893,0.00017375592,0.00007196263],"category_scores_gemma":[0.00007174689,0.00013466943,0.00011130126,0.0021076975,0.0005375683,0.000098272234,0.00017924336,0.00059093453,0.000014261549],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007440707,0.00058337103,0.043872777,0.0004901039,0.0008297696,0.000009280698,0.05750111,0.00031777614,0.00055247097,0.73972297,0.000617632,0.15542835],"study_design_scores_gemma":[0.00090507127,0.00053152227,0.92500424,0.00039936075,0.0022846858,6.09183e-7,0.020858457,0.0027875993,0.004610905,0.01497096,0.02660146,0.0010451352],"about_ca_topic_score_codex":0.17514092,"about_ca_topic_score_gemma":0.035387672,"teacher_disagreement_score":0.8811315,"about_ca_system_score_codex":0.0000441846,"about_ca_system_score_gemma":0.00011571396,"threshold_uncertainty_score":0.982214},"labels":[],"label_agreement":null},{"id":"W4390739784","doi":"10.21203/rs.3.rs-3320706/v2","title":"Habituation to threats in times of crisis: Lessons from the temporal trajectory of risk perceptions throughout COVID-19","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Habituation; Perception; Coronavirus disease 2019 (COVID-19); Recession; Pandemic; Risk perception; Crisis management; 2019-20 coronavirus outbreak; Psychology; Demographic economics; Political science; Economics; Medicine; Disease","score_opus":0.1378463346098439,"score_gpt":0.4965781986699896,"score_spread":0.3587318640601457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390739784","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":[0.8701754,0.00463305,0.0006477786,0.06712575,0.00066553964,0.0041350597,0.0017864989,0.00013125218,0.05069965],"genre_scores_gemma":[0.99652535,0.0013672177,0.00019511068,0.000050322862,0.00019684648,0.00015294693,0.00006163706,0.000015005805,0.0014355384],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9954979,0.0016656651,0.0003759423,0.0005183422,0.0015632263,0.00037891677],"domain_scores_gemma":[0.9978149,0.0011023919,0.0001160792,0.0005802683,0.00023128366,0.00015507825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037798278,0.00014304972,0.00028910505,0.00041644406,0.0003617461,0.00015665626,0.0010180396,0.00019935975,0.0008205076],"category_scores_gemma":[0.001365715,0.00010564086,0.00017564466,0.0009902923,0.00069971744,0.00008675343,0.0011317177,0.0008452418,0.000091856855],"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":[0.000116200106,0.00044081954,0.12721159,0.0011085559,0.00015110042,0.000014016961,0.7446317,0.0040900125,0.00008218797,0.03773294,0.072247155,0.012173692],"study_design_scores_gemma":[0.0002459838,0.000092419854,0.17052558,0.001141913,0.00007480732,4.5159336e-8,0.5455774,0.00026232365,0.00002719359,0.27616155,0.005628902,0.00026190464],"about_ca_topic_score_codex":0.11138228,"about_ca_topic_score_gemma":0.1183055,"teacher_disagreement_score":0.23842861,"about_ca_system_score_codex":0.0003252107,"about_ca_system_score_gemma":0.0012907564,"threshold_uncertainty_score":0.8983982},"labels":[],"label_agreement":null},{"id":"W4390852730","doi":"","title":"Post-disaster housing reconstruction the case of Nepal: Exploring the reasons for low take of government financing packages","year":2023,"lang":"en","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","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":"Western University","funders":"","keywords":"Business; Finance; Government (linguistics)","score_opus":0.05569099196484822,"score_gpt":0.29074661997243,"score_spread":0.23505562800758178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390852730","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":[0.7507388,0.0010528369,0.0114482585,0.0142107,0.003052482,0.002590697,0.000452007,0.00019954579,0.21625467],"genre_scores_gemma":[0.9474947,0.0030218922,0.0021575247,0.00002977826,0.00012969013,0.00018130566,0.000044361786,0.000055921842,0.04688482],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9959693,0.0019886028,0.00055111333,0.00037484325,0.0007972694,0.00031887664],"domain_scores_gemma":[0.9937252,0.0026461794,0.00093893963,0.0010445992,0.001586685,0.000058438847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010171159,0.00018826267,0.00029522975,0.00007878907,0.000958991,0.00019123011,0.0008267426,0.00010962386,0.000037459744],"category_scores_gemma":[0.004337997,0.00013492395,0.00024975295,0.00049093406,0.00074284297,0.0002202891,0.000354988,0.00021504606,0.0000030928272],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023391589,0.0002075746,0.0013738953,0.0006724638,0.00018849046,0.000019572837,0.08611525,0.000045475812,0.0005818786,0.036172148,0.004037564,0.8705623],"study_design_scores_gemma":[0.0020456593,0.000012563494,0.01977448,0.029263351,0.001525155,0.00022981822,0.4620605,0.004665539,0.023519443,0.0065829726,0.44795993,0.0023605798],"about_ca_topic_score_codex":0.009783949,"about_ca_topic_score_gemma":0.05195302,"teacher_disagreement_score":0.86820173,"about_ca_system_score_codex":0.00019745165,"about_ca_system_score_gemma":0.00042336973,"threshold_uncertainty_score":0.99680996},"labels":[],"label_agreement":null},{"id":"W4391153637","doi":"10.47389/39.1.29","title":"Preparing for the expected: cyclone threats","year":2024,"lang":"en","type":"article","venue":"Australian Journal of Emergency Management","topic":"Disaster Management and Resilience","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":"HEC Montréal","funders":"","keywords":"Project commissioning; Cyclone (programming language); Publishing; Aeronautics; Engineering; Meteorology; Environmental science; Political science; Geography; Law","score_opus":0.06889118575350384,"score_gpt":0.38982006291131205,"score_spread":0.3209288771578082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391153637","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":[0.08923966,0.021369157,0.03905976,0.0633009,0.054258972,0.0046663084,0.000013333099,0.00037856778,0.72771335],"genre_scores_gemma":[0.8509971,0.0048612864,0.0006375513,0.000029445291,0.00086729135,0.000027810502,6.053475e-7,0.000013903831,0.14256503],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985834,0.000052742093,0.00040768858,0.00016225612,0.0004697992,0.00032411984],"domain_scores_gemma":[0.9995002,0.00005496568,0.00012171297,0.000167506,0.00007100666,0.0000845712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010065429,0.00010872229,0.00011697058,0.00013851986,0.00034961,0.00015645575,0.0006241468,0.000029533263,0.0006804427],"category_scores_gemma":[0.000024878325,0.000072064984,0.00022865584,0.00039969836,0.00007672892,0.00038265873,0.00006290298,0.00010175938,0.000032405354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047772188,0.00010397254,0.0010415586,0.00029817302,0.0010073668,0.00008444497,0.012814321,0.000715226,0.00006607757,0.21046898,0.63293916,0.14041294],"study_design_scores_gemma":[0.00013995415,0.00008307836,0.0021493253,0.00015679272,0.00032436306,0.0000017013117,0.019077856,0.000057166668,0.000029704974,0.012358656,0.9654713,0.00015010248],"about_ca_topic_score_codex":0.0000409864,"about_ca_topic_score_gemma":0.00013570921,"teacher_disagreement_score":0.76175743,"about_ca_system_score_codex":0.000052097126,"about_ca_system_score_gemma":0.000024671754,"threshold_uncertainty_score":0.7450371},"labels":[],"label_agreement":null},{"id":"W4391282338","doi":"10.1111/milt.12468","title":"<i>Paradise Regained</i> in Toronto: A “Learned and Affable Meeting” of “Sociable Spirits”","year":2023,"lang":"en","type":"article","venue":"Milton Quarterly","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Paradise; Art; Psychology; Social psychology; Sociology; Aesthetics; Art history","score_opus":0.01660182308811322,"score_gpt":0.31399406670556035,"score_spread":0.29739224361744715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391282338","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":[0.6814126,0.00052695227,0.0000061803767,0.0011639419,0.00015265551,0.00023977511,0.0000022623055,0.00009089538,0.31640473],"genre_scores_gemma":[0.9757549,0.0002617702,0.000080443875,0.00006445167,0.000056599227,0.000018485189,0.0000025614083,0.000008806867,0.023751961],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99879146,0.00012169873,0.00020845514,0.00022883827,0.00028455936,0.0003649688],"domain_scores_gemma":[0.999609,0.00007202846,0.000071506045,0.00014804972,0.000024128305,0.000075302385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007925593,0.00008721461,0.00017431098,0.00006683734,0.0001469259,0.00006371133,0.00021733624,0.000060588194,0.000118487216],"category_scores_gemma":[0.000038879527,0.00008644729,0.00003808643,0.0004199304,0.00018683798,0.00033467627,0.000027608501,0.000049561244,0.000045657696],"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":[0.00022452488,0.0005883935,0.062499184,0.0005618611,0.0000892469,0.000116480514,0.42106792,0.00007902437,0.0054247365,0.19880559,0.0788331,0.23170993],"study_design_scores_gemma":[0.0031792137,0.0012429495,0.051588174,0.0005900636,0.000063958054,9.042766e-7,0.4968255,0.0016957788,0.00027961392,0.027754806,0.41572425,0.0010548042],"about_ca_topic_score_codex":0.01518828,"about_ca_topic_score_gemma":0.03302608,"teacher_disagreement_score":0.33689114,"about_ca_system_score_codex":0.000064576496,"about_ca_system_score_gemma":0.000042809348,"threshold_uncertainty_score":0.99136966},"labels":[],"label_agreement":null},{"id":"W4391347796","doi":"10.51644/9781771122849-011","title":"A Critical Analysis of the Report Student Safety in Nova Scotia","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Aeronautics; Geography; Engineering; Archaeology","score_opus":0.03591218039560036,"score_gpt":0.37643426130981694,"score_spread":0.3405220809142166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391347796","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044928238,0.00004064255,0.000035764286,0.0012217163,0.00044101648,0.00021332351,0.0000040302234,0.000009090342,0.9975851],"genre_scores_gemma":[0.25691256,0.000032651955,0.000019544452,0.000056279998,0.0000483363,5.74569e-7,0.0000021209773,0.0000045168267,0.74292344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834275,0.000035810834,0.00038460945,0.0002823392,0.00078151777,0.00017295682],"domain_scores_gemma":[0.99890417,0.000085547115,0.00022379565,0.00064976414,0.000092935144,0.00004377236],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008492188,0.00011342049,0.00034924416,0.00018684633,0.00016397143,0.000090124035,0.0008896848,0.00012841345,0.0028026314],"category_scores_gemma":[0.00022303055,0.00007359098,0.00028795406,0.000087850894,0.00094056356,0.000092874936,0.00031657156,0.00013634721,0.000031860385],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045519682,0.000039595954,0.023819042,0.000013624748,0.0003390189,0.00006871002,0.0021037697,0.000009059318,5.2006783e-7,0.9713692,0.0010389666,0.0011939061],"study_design_scores_gemma":[0.00026488298,0.000032980857,0.44661877,0.00047014083,0.0035950902,0.00000127019,0.0044968887,0.000033178265,0.0000021476133,0.022328751,0.52147186,0.00068402634],"about_ca_topic_score_codex":0.0046624076,"about_ca_topic_score_gemma":0.19743383,"teacher_disagreement_score":0.9490405,"about_ca_system_score_codex":0.00005957655,"about_ca_system_score_gemma":0.00011020346,"threshold_uncertainty_score":0.9981089},"labels":[],"label_agreement":null},{"id":"W4391370871","doi":"10.51644/9781771123723-001","title":"Preface","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.0351695178826849,"score_gpt":0.27898688205581645,"score_spread":0.24381736417313155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391370871","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.661597e-7,0.00008767982,0.000059675545,0.0030752865,0.00023504696,0.00016781024,0.000001316319,0.0001218826,0.9962505],"genre_scores_gemma":[0.0010643332,0.0002030351,0.00008114733,0.000607979,0.00029727834,0.0000012541558,0.000002454364,0.000010350353,0.99773216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929506,0.0000074990226,0.0000813077,0.00018904413,0.00031317427,0.000113900816],"domain_scores_gemma":[0.9997378,0.000015321752,0.000042134492,0.000102473176,0.000017258752,0.000085000356],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006674748,0.00008981974,0.00010099723,0.00002437693,0.00012568694,0.00006931143,0.0002998569,0.000099227604,0.0075201737],"category_scores_gemma":[0.000011329398,0.000077507575,0.000061029285,0.000015817239,0.00017462623,0.00006571773,0.00008807326,0.000090778434,0.0031598741],"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":[8.7615996e-7,0.0000012301108,0.0000021223123,0.0000062388467,0.000008858781,0.0000043808245,0.00080104003,1.4998233e-7,3.025883e-7,0.90970826,0.08357705,0.0058894996],"study_design_scores_gemma":[0.000020848529,0.0000078420535,0.0000033810315,0.0000150413625,0.000011982389,1.7874633e-8,0.00031383266,0.0000011593921,4.3118007e-7,0.036494523,0.9630241,0.00010685777],"about_ca_topic_score_codex":0.000055544962,"about_ca_topic_score_gemma":0.0003899371,"teacher_disagreement_score":0.87944704,"about_ca_system_score_codex":0.000020350502,"about_ca_system_score_gemma":0.000051264695,"threshold_uncertainty_score":0.9976163},"labels":[],"label_agreement":null},{"id":"W4391399661","doi":"10.5539/ass.v20n1p1","title":"Community-Based Flood Risk Management: Empowering Local Responses: A Case Study in Meru, Klang","year":2024,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flood myth; Flood risk management; Socioeconomics; Community management; Geography; Sociology; Management; Economics","score_opus":0.027606992340967453,"score_gpt":0.36803797980603686,"score_spread":0.3404309874650694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391399661","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":[0.5667213,0.00004779966,0.0008989942,0.00062042027,0.0004688113,0.0006289428,0.0000046097352,0.00019692011,0.43041217],"genre_scores_gemma":[0.99829763,0.000008810645,0.00014450855,0.00011238196,0.000090127476,0.00004163037,6.6120316e-7,0.000011580172,0.0012926459],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9966807,0.0010601659,0.0002491161,0.00043490282,0.0009218642,0.0006532865],"domain_scores_gemma":[0.9993554,0.00013637567,0.00005474093,0.0002757943,0.000038044636,0.00013968047],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0057264357,0.00015018016,0.00015714123,0.0005005755,0.0032972784,0.0007543247,0.0010166859,0.000054560023,0.00004723688],"category_scores_gemma":[0.000096463904,0.00014681177,0.00006850807,0.0036361404,0.0019110802,0.000709757,0.00033702567,0.00043545896,0.000066544126],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039332856,0.0005641355,0.011332831,0.000079674006,0.000032985867,0.006883964,0.4636501,0.000017201863,0.000015810723,0.026268309,0.00035522628,0.49076042],"study_design_scores_gemma":[0.00046314462,0.00011415275,0.024837734,0.00008887967,0.000050368944,0.0000075368657,0.9565277,0.00022717465,0.0000062714153,0.0015861354,0.01576845,0.00032244483],"about_ca_topic_score_codex":0.0100356,"about_ca_topic_score_gemma":0.019246155,"teacher_disagreement_score":0.4928776,"about_ca_system_score_codex":0.00032259585,"about_ca_system_score_gemma":0.0002626551,"threshold_uncertainty_score":0.9986501},"labels":[],"label_agreement":null},{"id":"W4391533649","doi":"10.1007/s43545-024-00837-5","title":"Sustainable development goals and post-pandemic resilience: lessons from a community-based social service agency","year":2024,"lang":"en","type":"article","venue":"SN Social Sciences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Federation for the Humanities and Social Sciences","keywords":"Resilience (materials science); Agency (philosophy); Pandemic; Sustainable development; Political science; Sociology; Coronavirus disease 2019 (COVID-19); Environmental resource management; Economic growth; Public relations; Environmental planning; Business; Social science; Geography; Economics; Medicine","score_opus":0.06098936131904668,"score_gpt":0.3764375918350393,"score_spread":0.3154482305159926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391533649","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":[0.89153624,0.00043918774,0.00010820542,0.017616417,0.00035335592,0.00035020916,0.000016689435,0.00028281508,0.08929689],"genre_scores_gemma":[0.99233335,0.000030439,0.00028932156,0.0013253632,0.00032254562,0.000035927034,0.0000140256525,0.000010547246,0.005638484],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968279,0.0006681038,0.00027386675,0.00046293903,0.00095503364,0.00081215124],"domain_scores_gemma":[0.99916786,0.00036165174,0.00008590237,0.000102842656,0.00016532092,0.00011639699],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0029992708,0.00019198855,0.0002157529,0.00019926447,0.009512854,0.0011964228,0.0010377464,0.00015190107,0.0002049965],"category_scores_gemma":[0.00012493736,0.00017180856,0.00006998585,0.0020131688,0.001988443,0.0008240289,0.00034188887,0.00032403693,0.000067594265],"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":[0.000029064848,0.00017068913,0.008263876,0.00029220126,0.00005492194,0.000038420818,0.6624926,0.000013065716,0.0009906375,0.23295023,0.005894564,0.088809736],"study_design_scores_gemma":[0.00043832875,0.0000972316,0.11480583,0.00017450386,0.0000858178,4.7646574e-7,0.5812391,0.0001866894,0.000115564435,0.062945716,0.23898861,0.00092214654],"about_ca_topic_score_codex":0.017063858,"about_ca_topic_score_gemma":0.017425537,"teacher_disagreement_score":0.23309404,"about_ca_system_score_codex":0.000202296,"about_ca_system_score_gemma":0.001647776,"threshold_uncertainty_score":0.99984044},"labels":[],"label_agreement":null},{"id":"W4391552226","doi":"10.1007/978-981-99-7988-2_4","title":"Transformation of Public Spaces Through Emergency Urbanism: Lessons from Toronto, Recife, and New York","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in 21st century human settlements","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Urbanism; Transformation (genetics); Public space; Architectural engineering; Sociology; Geography; Architecture; Engineering; Archaeology","score_opus":0.07414726498182646,"score_gpt":0.34509570756358626,"score_spread":0.2709484425817598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391552226","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046323412,0.024840452,0.00006399371,0.0005882275,0.002067759,0.00069435453,0.00023316077,0.00008274723,0.9709661],"genre_scores_gemma":[0.04566467,0.37489587,0.000500079,0.000102187936,0.0007868557,0.000039447914,0.0008912824,0.00010242826,0.5770172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974687,0.00007697934,0.00068992755,0.0005119014,0.00080049183,0.000452],"domain_scores_gemma":[0.999008,0.000054209813,0.00047043076,0.0002906014,0.00005120713,0.0001255716],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033576423,0.000321447,0.00040999136,0.00011447538,0.00032460922,0.00008801546,0.0005667829,0.00020449814,0.0029814262],"category_scores_gemma":[0.000021663313,0.00032953164,0.0001035232,0.00011102215,0.00029927972,0.0017513076,0.00012919566,0.00018314853,0.00004044003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000097309,0.00004207441,0.00086043496,0.00009735584,0.00007112922,0.0000026998919,0.023290198,0.0000027375472,0.000008876301,0.89221877,0.0051713977,0.078224584],"study_design_scores_gemma":[0.00039531733,0.000046150944,0.00060681155,0.00032531013,0.000051349958,4.1678778e-8,0.014377705,7.638811e-7,0.000003407234,0.13534984,0.8485145,0.00032877622],"about_ca_topic_score_codex":0.0030093163,"about_ca_topic_score_gemma":0.088016555,"teacher_disagreement_score":0.84334314,"about_ca_system_score_codex":0.00017842917,"about_ca_system_score_gemma":0.000070597416,"threshold_uncertainty_score":0.99991566},"labels":[],"label_agreement":null},{"id":"W4391591603","doi":"10.48550/arxiv.2402.01683","title":"Community-based Behavioral Understanding of Crisis Activity Concerns using Social Media Data: A Study on the 2023 Canadian Wildfires in New York City","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Social media; Psychology; Political science; Sociology","score_opus":0.6386864530754878,"score_gpt":0.33920383599732273,"score_spread":0.29948261707816504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391591603","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":[0.99339175,0.000009538084,0.00019973564,0.00070570427,0.0005189047,0.0005567524,0.00015395663,0.000030157504,0.004433503],"genre_scores_gemma":[0.9995504,0.00000654746,0.0000045306956,0.0000475573,0.00010695112,4.676679e-7,0.000016391514,0.0000125994275,0.00025457836],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976364,0.0011198845,0.00015310042,0.0004899379,0.00023724875,0.00036344264],"domain_scores_gemma":[0.9986178,0.0003323667,0.00016694739,0.0007001907,0.00002818873,0.00015450602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012411184,0.00020460169,0.00029448976,0.0003804613,0.00092152745,0.00016958831,0.0018661361,0.00018589024,0.00006390307],"category_scores_gemma":[0.000057631536,0.00020090118,0.00010063101,0.0010091435,0.00054008764,0.00015456538,0.0012586653,0.0010394054,0.000005156782],"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":[0.00043640347,0.0025722492,0.3563446,0.00032552576,0.00067311164,0.0008413069,0.43108723,0.02684593,0.000027457967,0.16062978,0.019698517,0.0005178847],"study_design_scores_gemma":[0.0009114414,0.00010913633,0.032319363,0.00047203765,0.00080502237,6.1540405e-8,0.9290669,0.0070018047,0.000008576699,0.028039603,0.00049210875,0.000773956],"about_ca_topic_score_codex":0.862223,"about_ca_topic_score_gemma":0.9608783,"teacher_disagreement_score":0.49797967,"about_ca_system_score_codex":0.001285596,"about_ca_system_score_gemma":0.0018131114,"threshold_uncertainty_score":0.81925124},"labels":[],"label_agreement":null},{"id":"W4391696668","doi":"10.2139/ssrn.4713256","title":"Gender and Disaster in the Canadian Context: A Systematic Review of the Literature","year":2024,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Context (archaeology); Systematic review; Political science; History; MEDLINE; Archaeology; Law","score_opus":0.020429368550447354,"score_gpt":0.3217993183460027,"score_spread":0.30136994979555537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391696668","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000014467598,0.9892599,7.5314296e-7,0.00083397795,0.0002245587,0.0013604221,0.0000045342654,0.0000027591966,0.008311659],"genre_scores_gemma":[0.0013035956,0.9938338,3.0862964e-7,0.00041532388,0.00011966507,0.000037084592,0.0000014383745,0.0000117988675,0.0042770123],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9965239,0.0012805198,0.00051754416,0.0001638123,0.00047878054,0.0010354477],"domain_scores_gemma":[0.99926883,0.000086853506,0.0002967588,0.00024417994,0.000042592634,0.000060761082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005425724,0.0001934111,0.0007499655,0.00014677596,0.00031433697,0.0003372393,0.0010228702,0.0001184714,0.000009702125],"category_scores_gemma":[0.0001876825,0.00007766105,0.00034073682,0.0008047019,0.00017237829,0.00010310447,0.00005356622,0.0019107141,0.000011407854],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.6441074e-7,0.0000071545023,0.0000023167313,0.6928908,0.00016969019,0.000008896006,0.009449098,7.3457196e-9,8.491798e-10,0.26861778,0.0006160703,0.02823791],"study_design_scores_gemma":[0.000025818741,0.000010348711,8.3553056e-7,0.6345009,0.0013286715,0.00012350029,0.010216047,1.2255427e-7,2.8548255e-10,0.010120381,0.3435709,0.00010246115],"about_ca_topic_score_codex":0.0035511693,"about_ca_topic_score_gemma":0.5064176,"teacher_disagreement_score":0.5028664,"about_ca_system_score_codex":0.0006879246,"about_ca_system_score_gemma":0.005349128,"threshold_uncertainty_score":0.9489124},"labels":[],"label_agreement":null},{"id":"W4391778077","doi":"10.2139/ssrn.4724321","title":"Developing a Digital Disaster Documents System for Essential Documents: Perspectives of Decision-Makers in Disaster and Emergency Management","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Calgary","funders":"","keywords":"Emergency management; Business; Medical emergency; Knowledge management; Political science; Computer science; Medicine","score_opus":0.007648313327421548,"score_gpt":0.3090688990171484,"score_spread":0.30142058568972685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391778077","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":[0.9342136,0.007558295,0.030844258,0.0009965232,0.0031855411,0.0021100964,0.000028967626,0.000063114036,0.020999648],"genre_scores_gemma":[0.98467547,0.008453761,0.00038958964,0.000005009298,0.000297959,0.00007999124,0.0000065371437,0.000038030368,0.006053632],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9958334,0.000110707166,0.00081506773,0.0006728621,0.00079285906,0.0017751085],"domain_scores_gemma":[0.9991046,0.00006797096,0.00038081215,0.00022635014,0.00011366159,0.000106605694],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016342056,0.00035359903,0.0004422928,0.00051236834,0.00029072186,0.0005953964,0.00072540255,0.00015884657,0.000025380863],"category_scores_gemma":[0.00005647635,0.00030878602,0.00026373396,0.00033646225,0.00020709966,0.00052637944,0.0011104202,0.00095556676,0.000010952089],"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":[0.00037049886,0.00020698014,0.0045341975,0.001671236,0.0016162512,0.000045121094,0.06704304,0.00012091516,0.000006349542,0.8576587,0.00029761877,0.066429116],"study_design_scores_gemma":[0.0008694089,0.000085677835,0.00030585224,0.0018824578,0.00020706363,0.000011555562,0.5273949,0.000062962994,0.0000019159788,0.46733862,0.0013977111,0.00044189446],"about_ca_topic_score_codex":0.00018051655,"about_ca_topic_score_gemma":0.002304761,"teacher_disagreement_score":0.46035185,"about_ca_system_score_codex":0.002091532,"about_ca_system_score_gemma":0.0008688935,"threshold_uncertainty_score":0.9999364},"labels":[],"label_agreement":null},{"id":"W4391785916","doi":"10.1080/25741292.2024.2316409","title":"How useful is the concept of polycrisis? Lessons from the Development of the Canada Emergency Response Benefit during the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Policy Design and Practice","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; McGill University; Université Laval","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Emergency response; Medical emergency; Virology; Medicine; Outbreak; Pathology","score_opus":0.10001099955867951,"score_gpt":0.3804719456962397,"score_spread":0.28046094613756023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391785916","genre_codex":"commentary","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":[0.27498814,0.004068945,0.001081722,0.7155332,0.00047957682,0.00071699714,0.000053819116,0.000025220797,0.003052409],"genre_scores_gemma":[0.9881862,0.0006598634,0.00008052877,0.002883818,0.00012743977,0.000018425966,3.4203768e-7,0.000007025266,0.008036378],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735075,0.0015108297,0.00021198331,0.00018125097,0.0005165098,0.00022870347],"domain_scores_gemma":[0.99309015,0.006298333,0.00018927189,0.0003045933,0.000048515263,0.00006912345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024982365,0.00010409455,0.00009694329,0.000025718016,0.0011862234,0.000157154,0.00072455505,0.000037830818,0.000067351495],"category_scores_gemma":[0.003129137,0.000045196277,0.00004593956,0.0005293524,0.00040528944,0.00023200663,0.00016575113,0.00016269276,0.0000013601289],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080129574,0.000055341574,0.008000361,0.00007884931,0.00053995283,0.000007444678,0.8452415,0.00015274229,0.0021612102,0.05545992,0.0744305,0.013070896],"study_design_scores_gemma":[0.00012500338,0.000010749215,0.02389185,0.00003130046,0.00011248567,0.0000037088191,0.09578599,0.000031448308,0.00044161707,0.0017553709,0.8776941,0.00011637705],"about_ca_topic_score_codex":0.37767974,"about_ca_topic_score_gemma":0.2804603,"teacher_disagreement_score":0.8032636,"about_ca_system_score_codex":0.00011987561,"about_ca_system_score_gemma":0.001979037,"threshold_uncertainty_score":0.91235906},"labels":[],"label_agreement":null},{"id":"W4392159167","doi":"10.46692/9781447362555.012","title":"Conclusions and looking forward","year":2023,"lang":"en","type":"other","venue":"","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":"Carleton University","funders":"","keywords":"Computer science","score_opus":0.013600725831728819,"score_gpt":0.3098953464152871,"score_spread":0.29629462058355827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392159167","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008649769,0.00012051741,0.00007319073,0.00053764816,0.00037032645,0.00013785329,0.0000015598946,0.00053726713,0.998213],"genre_scores_gemma":[0.0006307215,0.0008763859,0.000066659435,0.00010948487,0.00020538284,0.0000038914145,5.806784e-7,0.00010458339,0.9980023],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951416,0.000018625964,0.000041674815,0.00012787129,0.000161152,0.00013651735],"domain_scores_gemma":[0.9998245,0.000029482675,0.000027406433,0.00006772546,0.0000039727274,0.00004690349],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010764158,0.000055243032,0.00007659006,0.00007779347,0.00015275688,0.000053955388,0.00012237004,0.000075262185,0.0033176912],"category_scores_gemma":[0.000026381804,0.000044502423,0.000018989915,0.000101838676,0.00017709435,0.000028188902,0.00013135799,0.000033424803,0.00032567824],"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":[1.4140346e-7,0.0000024323047,0.00022241431,0.0000075964167,0.000009679504,0.000002928005,0.0013054888,3.1220367e-8,1.4793784e-7,0.08007914,0.9069702,0.011399797],"study_design_scores_gemma":[0.000031034997,0.0000026673085,0.000049797814,0.000050062612,0.0000084376525,1.8190839e-8,0.0048356093,0.0000018502406,7.162857e-8,0.0005423497,0.9944097,0.00006841544],"about_ca_topic_score_codex":0.003176891,"about_ca_topic_score_gemma":0.037710525,"teacher_disagreement_score":0.08743948,"about_ca_system_score_codex":0.000008432296,"about_ca_system_score_gemma":0.000017503306,"threshold_uncertainty_score":0.9975934},"labels":[],"label_agreement":null},{"id":"W4392159172","doi":"10.46692/9781447362555.008","title":"Doing good better: public policy for disaster philanthropy","year":2023,"lang":"en","type":"other","venue":"","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":"Carleton University","funders":"","keywords":"Public administration; Business; Public relations; Political science; Public economics; Economics","score_opus":0.029294446186841305,"score_gpt":0.33813072676455985,"score_spread":0.30883628057771856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392159172","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004027611,0.0000561512,0.0020432905,0.012827523,0.0009514048,0.00061259244,0.000026984251,0.0010421649,0.9824359],"genre_scores_gemma":[0.0004490859,0.00028974397,0.0008124484,0.00070111523,0.003168216,0.00007476559,0.000012799078,0.0003937951,0.994098],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850595,0.00004841373,0.00014661846,0.00035523117,0.00036689785,0.0005769141],"domain_scores_gemma":[0.9994317,0.000078122226,0.00010667469,0.0002474323,0.000018677973,0.000117369986],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024110486,0.0001823462,0.00020815007,0.00038097813,0.00026762823,0.0003043774,0.00055538275,0.00018352977,0.003301219],"category_scores_gemma":[0.00006073576,0.00014868674,0.00012858694,0.0004171942,0.000340085,0.00014918449,0.00013167004,0.0000682959,0.00085938466],"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":[9.1825194e-7,0.000019997107,0.0001787986,0.000039173417,0.000041731895,0.0000013293237,0.0008053213,5.4494173e-8,6.0046983e-7,0.17220795,0.7801497,0.046554435],"study_design_scores_gemma":[0.00014386735,0.000013323373,0.000020737774,0.00006483638,0.000015854224,4.7193062e-8,0.002350617,0.0000027435221,4.0568574e-7,0.00075210375,0.9964196,0.00021582587],"about_ca_topic_score_codex":0.004676596,"about_ca_topic_score_gemma":0.04197198,"teacher_disagreement_score":0.21626996,"about_ca_system_score_codex":0.000056726458,"about_ca_system_score_gemma":0.00011662763,"threshold_uncertainty_score":0.9999186},"labels":[],"label_agreement":null},{"id":"W4392242992","doi":"10.1007/s10584-024-03707-4","title":"Municipal perspectives on managed retreat and flood mitigation: A case analysis of Merritt, Canada after the 2021 British Columbia flood disaster","year":2024,"lang":"en","type":"article","venue":"Climatic Change","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Institute for Catastrophic Loss Reduction","keywords":"Flood myth; Geography; Environmental science; Water resource management; Archaeology","score_opus":0.01690211419925611,"score_gpt":0.26752498856005924,"score_spread":0.2506228743608031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392242992","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":[0.98398715,0.0019451558,0.0000027022647,0.0011555409,0.0001773963,0.00035425555,0.0000835718,0.0000146842385,0.012279518],"genre_scores_gemma":[0.9927845,0.00034475335,0.000017615475,0.00014046165,0.00013372634,0.00008640583,0.000007984679,0.000007736409,0.0064767958],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99882543,0.00016597322,0.000173347,0.00026865044,0.0003495171,0.00021706773],"domain_scores_gemma":[0.99945515,0.0001711978,0.000044432647,0.0002257872,0.00003407067,0.00006934687],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031044023,0.000081633734,0.00019525795,0.00007064257,0.00031807422,0.00050059543,0.00015107803,0.000034703975,0.0012627315],"category_scores_gemma":[0.000052230145,0.00008120262,0.0000883789,0.0008674213,0.00033850866,0.00016937466,0.000082938706,0.00008170512,0.0000036767851],"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":[0.000026079284,0.00021757487,0.037148003,0.000597487,0.0020903735,0.004230664,0.9145837,0.0000075534344,0.000002933989,0.001925176,0.0074553606,0.031715125],"study_design_scores_gemma":[0.00038735027,0.00010512562,0.1451561,0.0007123411,0.003421777,0.000042687352,0.8312963,0.0069544315,8.5230505e-7,0.00041812312,0.011067947,0.00043693278],"about_ca_topic_score_codex":0.7997142,"about_ca_topic_score_gemma":0.9967463,"teacher_disagreement_score":0.19703206,"about_ca_system_score_codex":0.000081905215,"about_ca_system_score_gemma":0.000033922748,"threshold_uncertainty_score":0.99965024},"labels":[],"label_agreement":null},{"id":"W4392369611","doi":"10.18280/ijsse.140119","title":"Urban Safety is a Tool for Containing Slums to Reach a Sustainable Urban Structure","year":2024,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental planning; Environmental health; Transport engineering; Environmental science; Engineering; Medicine","score_opus":0.005121578781661365,"score_gpt":0.26252802813951487,"score_spread":0.2574064493578535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392369611","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":[0.6640175,0.007547954,0.2464726,0.04705676,0.0111195445,0.0020872355,0.00033093395,0.00031495048,0.021052497],"genre_scores_gemma":[0.9965982,0.00017920272,0.0006069633,0.00019726553,0.00087922404,0.000002110435,0.0000032741107,0.000009451066,0.0015243131],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896306,0.000016593138,0.00028799413,0.00012926862,0.00038246388,0.00022064791],"domain_scores_gemma":[0.999428,0.00013653202,0.00005606272,0.00004530731,0.00023508552,0.00009902478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061401376,0.000092768714,0.00013932389,0.00020063642,0.0001274298,0.00029837963,0.00029005407,0.000052327832,0.000052672593],"category_scores_gemma":[0.00020643309,0.00008474344,0.00008527751,0.00015026695,0.000031827545,0.0005063805,0.00006846841,0.00016070512,9.757016e-7],"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":[0.0008083715,0.000041504743,0.001200128,0.00028734098,0.0005486934,0.0002525871,0.16388112,0.0027192354,0.00050502806,0.798215,0.01419091,0.01735008],"study_design_scores_gemma":[0.00037564046,0.00009713057,0.00077335647,0.0002846123,0.000028921113,0.00001713905,0.007034239,0.0052976864,0.000047567486,0.0020751155,0.9838085,0.00016006602],"about_ca_topic_score_codex":0.000054833992,"about_ca_topic_score_gemma":0.00002270682,"teacher_disagreement_score":0.9696176,"about_ca_system_score_codex":0.0001664119,"about_ca_system_score_gemma":0.000081816346,"threshold_uncertainty_score":0.34557372},"labels":[],"label_agreement":null},{"id":"W4392400898","doi":"10.1080/00187259.2023.2286176","title":"Contemporary evacuation responses in a Northern Saskatchewan Cree community: the residential school analogy","year":2024,"lang":"en","type":"article","venue":"Human Organization","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Saskatchewan","keywords":"Analogy; Indigenous; Notice; Oppression; Experiential learning; State (computer science); Intervention (counseling); Agency (philosophy); Criminology; Sociology; Political science; Law; Medicine; Social science; Nursing","score_opus":0.039322171476021815,"score_gpt":0.3231134669803134,"score_spread":0.2837912955042916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392400898","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":[0.9772508,0.0001494632,0.00044715547,0.0031746244,0.00019591756,0.00029555726,0.0000013393029,0.00014230196,0.018342856],"genre_scores_gemma":[0.99018055,0.000012924271,0.0000053102467,0.00016492385,0.00017167472,0.0000055623022,0.000037159767,0.000014844434,0.009407037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829835,0.0009851467,0.00018334464,0.00012972804,0.00027173138,0.00013172734],"domain_scores_gemma":[0.99950236,0.00013410389,0.00004459384,0.00019092392,0.00009415934,0.000033874123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011312114,0.00006886577,0.0000699186,0.0001695489,0.00087534974,0.0003888774,0.0003310879,0.000055145625,0.00033123425],"category_scores_gemma":[0.00039535554,0.00005620137,0.000018270179,0.0009847556,0.0001846708,0.0004017017,0.00008276535,0.00018898412,0.00015509938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007315682,0.00019767591,0.57262117,0.000103324426,0.00006815209,0.000051116916,0.34609783,0.00007321825,0.0041065183,0.041809853,0.031490922,0.0033070836],"study_design_scores_gemma":[0.0005160008,0.00010371493,0.73012227,0.00021199558,0.000049034352,0.0000015046954,0.22835456,0.00012310226,0.00036598952,0.013635705,0.026164446,0.0003516602],"about_ca_topic_score_codex":0.0051924493,"about_ca_topic_score_gemma":0.1973619,"teacher_disagreement_score":0.19216946,"about_ca_system_score_codex":0.000109559805,"about_ca_system_score_gemma":0.0002942413,"threshold_uncertainty_score":0.81728417},"labels":[],"label_agreement":null},{"id":"W4392548153","doi":"10.25071/3cf50m34","title":"Operation LENTUS and You: An Emergency Manager’s Guide to the CAF","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Operations management; Computer science; Engineering","score_opus":0.026833745153922298,"score_gpt":0.32517126664727514,"score_spread":0.29833752149335285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392548153","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":[0.21575956,0.0059138793,0.007801656,0.05890083,0.016984185,0.0012306838,0.000014526503,0.00003316317,0.6933615],"genre_scores_gemma":[0.8505027,0.006406206,0.0008391394,0.00087391015,0.00095632544,0.000016685042,0.000006266869,0.000024240786,0.14037448],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981597,0.00021089517,0.00049862993,0.00024319335,0.00043754035,0.00045001737],"domain_scores_gemma":[0.9986391,0.0000058236164,0.00012862799,0.00030192363,0.00023687232,0.00068766845],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010141925,0.00013305883,0.0001403735,0.00024398495,0.0008774677,0.00016266998,0.00062482175,0.00003649004,0.0034211539],"category_scores_gemma":[0.00008257354,0.00010996285,0.00008466983,0.0005738608,0.000060201513,0.00048369286,0.000076989956,0.00010270903,0.000056244964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012083355,0.000079517195,0.015754925,0.000072807175,0.00027210338,0.0006613528,0.022897692,0.00148565,0.00004622344,0.19551104,0.6435316,0.11967501],"study_design_scores_gemma":[0.00011945815,0.000053019743,0.021255765,0.000019805757,0.00008208567,0.0000028228803,0.027845278,0.000038758688,0.000005562428,0.001123912,0.94928837,0.00016518057],"about_ca_topic_score_codex":0.009962701,"about_ca_topic_score_gemma":0.39918846,"teacher_disagreement_score":0.6347432,"about_ca_system_score_codex":0.00011915476,"about_ca_system_score_gemma":0.00023607246,"threshold_uncertainty_score":0.99748987},"labels":[],"label_agreement":null},{"id":"W4392552604","doi":"10.1080/23789689.2024.2325261","title":"Ensuring the resilience of multi-unit residential buildings (MURBs): a building information modeling (BIM)-based evaluation approach","year":2024,"lang":"en","type":"article","venue":"Sustainable and Resilient Infrastructure","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Resilience (materials science); Unit (ring theory); Building information modeling; Architectural engineering; Computer science; Construction engineering; Engineering; Operations management; Mathematics","score_opus":0.013846519493651862,"score_gpt":0.3066851898153401,"score_spread":0.29283867032168825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392552604","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":[0.8571204,0.00222862,0.12595679,0.00073698105,0.00044140496,0.0017457878,0.0000066727075,0.0001571646,0.011606167],"genre_scores_gemma":[0.99624443,0.000119949465,0.0025516166,0.00006749125,0.000115281466,0.00004555399,0.000011853918,0.000012219366,0.00083158567],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99735653,0.00028068756,0.00042240854,0.00033891777,0.001054154,0.0005473223],"domain_scores_gemma":[0.9989517,0.000111377565,0.00013888357,0.0002730918,0.00042862346,0.000096320735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023681864,0.0001965007,0.00017788871,0.00041547694,0.0010877071,0.0006497475,0.00046307343,0.0001479508,0.00004391358],"category_scores_gemma":[0.00044423583,0.00014067236,0.000085112304,0.0010260001,0.0004460517,0.0014103671,0.00019656116,0.00029291474,0.0000018938147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009325586,0.000036014804,0.0013653015,0.0013097641,0.000050286882,0.000008651496,0.025107212,0.7562878,0.00034330628,0.18807523,0.00092992344,0.026393214],"study_design_scores_gemma":[0.00054905773,0.00004893245,0.0017935337,0.0002490572,0.00013188376,0.000002659295,0.10588505,0.8619106,0.00023709152,0.011525208,0.01736783,0.00029912527],"about_ca_topic_score_codex":0.0010899337,"about_ca_topic_score_gemma":0.00004851871,"teacher_disagreement_score":0.17655003,"about_ca_system_score_codex":0.00015299686,"about_ca_system_score_gemma":0.0005086613,"threshold_uncertainty_score":0.83658737},"labels":[],"label_agreement":null},{"id":"W4392570805","doi":"10.25071/69sbzf11","title":"Welcome to Volume 2, Number 1","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Computer science; Physics; Thermodynamics","score_opus":0.023365552701669668,"score_gpt":0.29437710155874164,"score_spread":0.27101154885707196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392570805","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07483075,0.00019412351,0.0004137411,0.013509516,0.014666935,0.0004286676,0.000009619024,0.000015553947,0.89593107],"genre_scores_gemma":[0.8251513,0.00007326011,0.0002792292,0.0005132937,0.00042817608,0.00001725894,0.0000010275129,0.000011921512,0.17352454],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830186,0.00014298006,0.00034692668,0.00014435196,0.0005901552,0.00047372532],"domain_scores_gemma":[0.9989196,0.0000050812605,0.00012977174,0.000169268,0.0000810756,0.0006952132],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009504471,0.000090045614,0.00012326532,0.00036995948,0.0010206695,0.000055515102,0.0009332645,0.000014534481,0.043324813],"category_scores_gemma":[0.000030484669,0.00009794715,0.00011658045,0.0008302055,0.000045553796,0.00018126327,0.00011148287,0.0001346661,0.00033401063],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008178459,0.000033872657,0.02746404,0.000013199724,0.00008164982,0.00025662404,0.008121351,0.0011622127,0.0000014158762,0.06713852,0.8860314,0.009687543],"study_design_scores_gemma":[0.00009469138,0.000047106867,0.012002481,0.0000064150136,0.000025475574,0.0000016334802,0.016623503,0.000005612563,1.9587023e-7,0.0015917495,0.96947706,0.00012409677],"about_ca_topic_score_codex":0.008328426,"about_ca_topic_score_gemma":0.03872544,"teacher_disagreement_score":0.75032055,"about_ca_system_score_codex":0.0003446653,"about_ca_system_score_gemma":0.00022851683,"threshold_uncertainty_score":0.9982752},"labels":[],"label_agreement":null},{"id":"W4392571163","doi":"10.25071/7penv229","title":"Disaster Risk in Canada – A Data-Driven Discussion","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Red Cross Society; Toronto and Region Conservation Authority; York University","funders":"Social Sciences and Humanities Research Council of Canada; York University","keywords":"Political science","score_opus":0.03317100599424325,"score_gpt":0.2876504735513521,"score_spread":0.2544794675571088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392571163","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":[0.531666,0.0026382066,0.0009611661,0.022455633,0.016386911,0.00069692713,0.00013667162,0.000012638892,0.42504588],"genre_scores_gemma":[0.98404634,0.0015066755,0.00026565007,0.00013578765,0.00019731208,0.000002187317,0.0000110819055,0.000010005011,0.013824972],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817145,0.00022167055,0.00045724984,0.00022321106,0.0004677173,0.0004586909],"domain_scores_gemma":[0.99882364,0.000012802197,0.00019529754,0.00039488266,0.00008801087,0.00048538012],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054594397,0.0001044671,0.0001641855,0.00019613984,0.00025910203,0.00005927581,0.0009577097,0.00002416697,0.0025316265],"category_scores_gemma":[0.000109630964,0.000080569676,0.000052999436,0.000591251,0.000047659512,0.0004182726,0.00013039935,0.00015242824,0.000014647669],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016079914,0.00008283985,0.45387208,0.000096513024,0.00026647482,0.007006802,0.013585738,0.002594123,0.0000036526972,0.0097699175,0.39018887,0.12251689],"study_design_scores_gemma":[0.0002852881,0.000011821034,0.080168106,0.00010123835,0.00007328593,0.0000020658688,0.058580354,0.0001843167,8.100427e-7,0.0009165026,0.85947716,0.00019903659],"about_ca_topic_score_codex":0.9370197,"about_ca_topic_score_gemma":0.9998536,"teacher_disagreement_score":0.4692883,"about_ca_system_score_codex":0.00058245193,"about_ca_system_score_gemma":0.0029207617,"threshold_uncertainty_score":0.9983802},"labels":[],"label_agreement":null},{"id":"W4392571786","doi":"10.25071/g87bdy24","title":"The 2018 Toronto Van Attack: Understanding the Disaster by Looking at Vulnerability, Tactics, and Motives","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Vulnerability (computing); Sociology; Political science; Criminology; Computer security; Public relations; Psychology; Media studies; Computer science","score_opus":0.04573298028466914,"score_gpt":0.3148210213279864,"score_spread":0.26908804104331724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392571786","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":[0.12240532,0.02461106,0.004395759,0.037670806,0.00988766,0.0007617111,0.000015080638,0.000017646347,0.800235],"genre_scores_gemma":[0.9411108,0.0046317163,0.000028537155,0.00018151331,0.00022269611,0.0000030936428,9.756966e-7,0.000010499163,0.053810164],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837923,0.00027362793,0.0003350595,0.00017693569,0.0003928947,0.0004422737],"domain_scores_gemma":[0.99910945,0.000083681116,0.00017684058,0.00023113054,0.00008332265,0.00031556404],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011308696,0.00011644161,0.000115738265,0.000034173674,0.0022228658,0.00027409132,0.00048234905,0.000030711482,0.0013580733],"category_scores_gemma":[0.0001045563,0.0000755298,0.00008838526,0.00016734029,0.0003620547,0.0003900536,0.00012604897,0.0001081567,0.000007358433],"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":[0.000026871054,0.000063309315,0.04689702,0.00009435803,0.0007375331,0.00017837636,0.060363192,0.00015549485,0.00002822585,0.17870395,0.6896368,0.023114866],"study_design_scores_gemma":[0.0001579493,0.000030251722,0.004598395,0.000040688443,0.0000951355,0.0000021833227,0.19883661,0.000020732206,0.0000037857778,0.0072876387,0.78877705,0.00014955943],"about_ca_topic_score_codex":0.0027353384,"about_ca_topic_score_gemma":0.51885843,"teacher_disagreement_score":0.8187055,"about_ca_system_score_codex":0.00073178764,"about_ca_system_score_gemma":0.0001234101,"threshold_uncertainty_score":0.9995548},"labels":[],"label_agreement":null},{"id":"W4392571793","doi":"10.25071/mka7xs12","title":"Co-production Through Volunteerism in Emergency Management: Drawing Lessons from Canada’s Syrian Refugee Resettlement Initiative","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","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":true,"ca_institutions":"York University","funders":"","keywords":"Refugee; Production (economics); Emergency management; Syrian refugees; Political science; Law","score_opus":0.04881854057564685,"score_gpt":0.332937846685904,"score_spread":0.28411930611025715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392571793","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":[0.20702586,0.0049829585,0.0009713416,0.047931746,0.025885554,0.0012481073,0.00013088527,0.000037481386,0.7117861],"genre_scores_gemma":[0.9648471,0.008523787,0.0009428611,0.0004034531,0.0007038197,0.000030446035,0.000056482266,0.000041190826,0.02445085],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957371,0.00043258467,0.0011969683,0.0005668329,0.0010935372,0.00097298453],"domain_scores_gemma":[0.99817705,0.000020521236,0.00047997764,0.00048082543,0.00032100402,0.0005206356],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010579658,0.00029520714,0.000375078,0.00049349794,0.00083835854,0.00010659001,0.0009132981,0.0000837574,0.005539792],"category_scores_gemma":[0.00015332556,0.0003309549,0.00017350882,0.0013266532,0.000119738674,0.0007939112,0.00009034707,0.00033477577,0.000033833683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006286092,0.00028953032,0.0540973,0.00035592102,0.0016524693,0.0078701535,0.04642933,0.0013998509,0.00009701152,0.12792747,0.7349153,0.024902772],"study_design_scores_gemma":[0.0005150218,0.000031286043,0.09405884,0.00030260236,0.00018692164,0.0000018323972,0.08975932,0.0000070866354,0.000066866436,0.011708987,0.80287904,0.00048217442],"about_ca_topic_score_codex":0.5869707,"about_ca_topic_score_gemma":0.9915414,"teacher_disagreement_score":0.75782126,"about_ca_system_score_codex":0.0013271514,"about_ca_system_score_gemma":0.0014152402,"threshold_uncertainty_score":0.9999142},"labels":[],"label_agreement":null},{"id":"W4392604498","doi":"10.5194/egusphere-egu24-11971","title":"Insights and Reflections: The 'Exploring Unprecedented Extremes' Workshop","year":2024,"lang":"en","type":"preprint","venue":"","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":"Ouranos","funders":"","keywords":"Data science; Political science; Engineering ethics; Computer science; Engineering","score_opus":0.14730398227715547,"score_gpt":0.37731632980813173,"score_spread":0.23001234753097627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392604498","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.075881675,0.003790701,0.00028016962,0.012271814,0.003477634,0.00059691584,6.282282e-7,0.00039282962,0.9033076],"genre_scores_gemma":[0.83943397,0.004621935,0.0001479004,0.00023248847,0.0005902018,0.00017887565,0.0000021960882,0.00001528977,0.15477715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875027,0.00013653476,0.00016280243,0.00040105745,0.00034358285,0.00020575109],"domain_scores_gemma":[0.9994584,0.00011933225,0.00004591572,0.00027289774,0.00003842828,0.000065073524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002733614,0.00014401312,0.000118260505,0.00012578118,0.0005967072,0.00080976787,0.0004301671,0.00011080212,0.00013393704],"category_scores_gemma":[0.000071626346,0.00008908091,0.0000670461,0.00037461758,0.00032383585,0.00013090014,0.0013032256,0.00045638095,0.00008592468],"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":[0.00001285039,0.00006136414,0.0001761755,0.00022905669,0.00023369548,0.000017807475,0.1502539,0.00017864602,0.000051381445,0.7552786,0.03243192,0.061074626],"study_design_scores_gemma":[0.00007259119,0.000008641272,0.00044116983,0.00054489676,0.00012370807,3.8819974e-7,0.13210028,0.00034705712,0.000021491682,0.19663158,0.66933835,0.00036984097],"about_ca_topic_score_codex":0.00094191585,"about_ca_topic_score_gemma":0.013823628,"teacher_disagreement_score":0.7635523,"about_ca_system_score_codex":0.000059289196,"about_ca_system_score_gemma":0.00007454773,"threshold_uncertainty_score":0.780861},"labels":[],"label_agreement":null},{"id":"W4392614914","doi":"10.1007/s10479-024-05900-1","title":"A semi-supervised multi-criteria sorting approach to constructing social vulnerability composite indicators","year":2024,"lang":"en","type":"article","venue":"Annals of Operations Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Vulnerability (computing); Sorting; Composite number; Computer science; Composite indicator; Artificial intelligence; Mathematics; Econometrics; Computer security; Algorithm","score_opus":0.2861971457010072,"score_gpt":0.5178721124146695,"score_spread":0.23167496671366228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392614914","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":[0.90773517,0.0001288105,0.0018672183,0.0054992307,0.00014206825,0.00069755095,0.000017478918,0.000077366894,0.08383512],"genre_scores_gemma":[0.9940975,0.000023118553,0.003530846,0.000093469775,0.00019394491,0.00006886337,0.000010584518,0.0000102466065,0.0019714464],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972164,0.0007846289,0.000329949,0.00036304627,0.0008170471,0.00048895227],"domain_scores_gemma":[0.9991366,0.00016721967,0.000015301033,0.00016320284,0.0003713493,0.00014627964],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004365814,0.000087150576,0.00015759884,0.0005000316,0.0015136172,0.000697354,0.00045267763,0.000072752555,0.00014804545],"category_scores_gemma":[0.0005792582,0.00008101728,0.00007528625,0.0018939733,0.0007300021,0.00044037445,0.00022702837,0.00029613893,0.000046801015],"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":[0.000067927205,0.0013006554,0.012174288,0.0008053262,0.00025435645,0.00001643483,0.4572783,0.0016405479,0.03805498,0.31014243,0.018592447,0.15967232],"study_design_scores_gemma":[0.0014893409,0.00047887999,0.028988538,0.0009857154,0.00007861512,0.000005347066,0.662932,0.18806463,0.018551653,0.0033193184,0.093077414,0.0020285745],"about_ca_topic_score_codex":0.0010285834,"about_ca_topic_score_gemma":0.0003219574,"teacher_disagreement_score":0.3068231,"about_ca_system_score_codex":0.00003614526,"about_ca_system_score_gemma":0.00026858994,"threshold_uncertainty_score":0.99978626},"labels":[],"label_agreement":null},{"id":"W4392745098","doi":"10.32920/25403878.v1","title":"The Ideological Work of Philanthropic Myths: A Study of Post-pandemic Disbursement Quota Reforms in Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disbursement; Mythology; Ideology; Work (physics); Pandemic; Political science; Coronavirus disease 2019 (COVID-19); Development economics; Economics; Politics; Finance; History; Engineering; Medicine; Law","score_opus":0.024961986384127013,"score_gpt":0.31034304860859524,"score_spread":0.28538106222446824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392745098","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":[0.94958186,0.00049093657,0.0000017666677,0.0018811424,0.00092802773,0.0009762182,0.0000048641173,0.000018458946,0.046116725],"genre_scores_gemma":[0.9956745,0.00041469914,0.000007101938,0.000043552795,0.000046622863,0.000053784755,0.0000020995396,0.000005410042,0.003752212],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9978636,0.00018314389,0.00054858194,0.00033588987,0.0007669081,0.00030186592],"domain_scores_gemma":[0.9991787,0.00014217902,0.00019221545,0.00037547367,0.00006165277,0.00004979267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073020323,0.00015025132,0.00032043864,0.00006996083,0.000113104434,0.00004325688,0.00095235714,0.00008144246,0.00012979837],"category_scores_gemma":[0.00008426863,0.000077194316,0.00006589007,0.0003482819,0.00036486486,0.000029793264,0.0014560719,0.0003432743,0.0000032009016],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015762755,0.00075531943,0.8813336,0.00034318466,0.00034313643,0.000057918667,0.06202515,0.0007135526,0.0000064699184,0.022794724,0.003730361,0.027738966],"study_design_scores_gemma":[0.00039214245,0.00020032309,0.32642552,0.00046553262,0.00009477112,1.1832135e-7,0.6627686,0.00004003454,0.0000030545366,0.0069331164,0.0023728784,0.00030388325],"about_ca_topic_score_codex":0.9588917,"about_ca_topic_score_gemma":0.9975862,"teacher_disagreement_score":0.6007435,"about_ca_system_score_codex":0.0003705644,"about_ca_system_score_gemma":0.0010828684,"threshold_uncertainty_score":0.3147893},"labels":[],"label_agreement":null},{"id":"W4392763752","doi":"10.32920/25403878","title":"The Ideological Work of Philanthropic Myths: A Study of Post-pandemic Disbursement Quota Reforms in Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disbursement; Mythology; Ideology; Work (physics); Pandemic; Political science; Coronavirus disease 2019 (COVID-19); Development economics; Economic growth; Public administration; Business; Economics; History; Politics; Finance; Law; Engineering; Medicine","score_opus":0.024961986384127013,"score_gpt":0.31034304860859524,"score_spread":0.28538106222446824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392763752","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":[0.94958186,0.00049093657,0.0000017666677,0.0018811424,0.00092802773,0.0009762182,0.0000048641173,0.000018458946,0.046116725],"genre_scores_gemma":[0.9956745,0.00041469914,0.000007101938,0.000043552795,0.000046622863,0.000053784755,0.0000020995396,0.000005410042,0.003752212],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9978636,0.00018314389,0.00054858194,0.00033588987,0.0007669081,0.00030186592],"domain_scores_gemma":[0.9991787,0.00014217902,0.00019221545,0.00037547367,0.00006165277,0.00004979267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073020323,0.00015025132,0.00032043864,0.00006996083,0.000113104434,0.00004325688,0.00095235714,0.00008144246,0.00012979837],"category_scores_gemma":[0.00008426863,0.000077194316,0.00006589007,0.0003482819,0.00036486486,0.000029793264,0.0014560719,0.0003432743,0.0000032009016],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015762755,0.00075531943,0.8813336,0.00034318466,0.00034313643,0.000057918667,0.06202515,0.0007135526,0.0000064699184,0.022794724,0.003730361,0.027738966],"study_design_scores_gemma":[0.00039214245,0.00020032309,0.32642552,0.00046553262,0.00009477112,1.1832135e-7,0.6627686,0.00004003454,0.0000030545366,0.0069331164,0.0023728784,0.00030388325],"about_ca_topic_score_codex":0.9588917,"about_ca_topic_score_gemma":0.9975862,"teacher_disagreement_score":0.6007435,"about_ca_system_score_codex":0.0003705644,"about_ca_system_score_gemma":0.0010828684,"threshold_uncertainty_score":0.3147893},"labels":[],"label_agreement":null},{"id":"W4392770443","doi":"10.26686/nzsr.v79.8461","title":"2023 Aotearoa New Zealand Sea Ice Emergency Summit","year":2024,"lang":"en","type":"article","venue":"New Zealand Science Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Serono Symposia International Foundation; Antarctica New Zealand; Royal Society Te Apārangi","keywords":"Aotearoa; Summit; Oceanography; Sea ice; Geography; Geology; Physical geography; Political science; Law","score_opus":0.03241939734661165,"score_gpt":0.346104625073256,"score_spread":0.31368522772664437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392770443","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008379095,0.25675094,0.00015061094,0.14872195,0.008891931,0.0024483628,0.000015625012,0.0007631456,0.57387835],"genre_scores_gemma":[0.0024688756,0.21505965,0.00013394827,0.00052704033,0.0007595568,0.000009203018,0.0000036559031,0.000012400688,0.78102565],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965807,0.00012061647,0.00040967096,0.00071301596,0.0013323784,0.0008435764],"domain_scores_gemma":[0.99866533,0.00006065961,0.000085553125,0.0004107248,0.00007555128,0.0007021493],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023778742,0.00020958715,0.00031436773,0.00018467847,0.0005137996,0.0004955348,0.0013103063,0.00006193631,0.0036278127],"category_scores_gemma":[0.00028659802,0.00015633518,0.00016369091,0.0035860653,0.0004305333,0.0010766665,0.00017722852,0.00020083373,0.0023453033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.798606e-7,0.000011510795,0.0026933062,0.00023366883,0.0000072665703,0.000011939342,0.0013766027,0.0000012274276,0.000021320167,0.0025240548,0.84323096,0.14988717],"study_design_scores_gemma":[0.00007100498,0.00002553788,0.00162611,0.001456738,0.000055414992,0.0000014778337,0.00015222552,0.00003480531,0.0000040516056,0.0046769525,0.99166626,0.00022943884],"about_ca_topic_score_codex":0.0062507037,"about_ca_topic_score_gemma":0.0019525196,"teacher_disagreement_score":0.20714733,"about_ca_system_score_codex":0.00009385,"about_ca_system_score_gemma":0.0011808312,"threshold_uncertainty_score":0.9984315},"labels":[],"label_agreement":null},{"id":"W4392833600","doi":"10.46692/9781529222920.005","title":"Children and Disaster Risk Reduction: Building Resilience from Education, Local Government Units, and Communities","year":2023,"lang":"en","type":"other","venue":"","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":"University of Lethbridge","funders":"","keywords":"Disaster risk reduction; Resilience (materials science); Reduction (mathematics); Government (linguistics); Business; Environmental planning; Geography; Environmental resource management; Environmental science; Mathematics","score_opus":0.0094159277772445,"score_gpt":0.25894146565573156,"score_spread":0.24952553787848705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392833600","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033608798,0.0022257164,0.00054313184,0.000569723,0.0009872214,0.000592334,0.00012366229,0.00043861585,0.9609108],"genre_scores_gemma":[0.11502294,0.0089864805,0.00040102474,0.00006992114,0.0007854797,0.000021119802,0.000015064063,0.00013864956,0.87455934],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877036,0.00017747299,0.00013803467,0.0002748718,0.00043501615,0.00020422632],"domain_scores_gemma":[0.9994489,0.00008143842,0.00013151336,0.0002168147,0.00002025516,0.00010106231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021858835,0.00016869961,0.00016124081,0.00006836718,0.00045057194,0.00022004,0.00028989208,0.00012170964,0.00056654273],"category_scores_gemma":[0.000033983182,0.00014921167,0.00001671496,0.00022926873,0.0010915489,0.00016200612,0.00025036273,0.00014917801,0.000025612992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010516405,0.000072928095,0.0359619,0.000030852167,0.0001453182,9.590638e-7,0.026562292,0.000004966282,0.0000015116079,0.025650444,0.7018519,0.20970644],"study_design_scores_gemma":[0.00023242546,0.000032648637,0.044050694,0.00056246296,0.00013649174,0.0000016703683,0.34915802,0.00001838738,0.0000027824449,0.0020810023,0.6031676,0.0005558248],"about_ca_topic_score_codex":0.09230342,"about_ca_topic_score_gemma":0.04004045,"teacher_disagreement_score":0.32259572,"about_ca_system_score_codex":0.00006110302,"about_ca_system_score_gemma":0.00007566418,"threshold_uncertainty_score":0.9774763},"labels":[],"label_agreement":null},{"id":"W4392833693","doi":"10.46692/9781529222920.009","title":"What Could Have Been? Disaster Impact Analysis of Haiyan in Region VIII","year":2023,"lang":"en","type":"other","venue":"","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":"University of Lethbridge","funders":"","keywords":"Environmental science; Geology","score_opus":0.032107082847896935,"score_gpt":0.3615400841931183,"score_spread":0.32943300134522135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392833693","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015131183,0.0001886212,0.00008882113,0.00042979195,0.0004312564,0.00032065736,0.000007036702,0.00016027859,0.99686044],"genre_scores_gemma":[0.06266523,0.0015665388,0.000010637185,0.000057625835,0.00009423894,0.000007975222,0.00001255042,0.000113968425,0.93547124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851125,0.0001121528,0.00023711809,0.0003285371,0.00049997005,0.00031096418],"domain_scores_gemma":[0.9993286,0.00006218381,0.00019869565,0.00031443784,0.000019302905,0.00007675125],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029953883,0.00017071154,0.00045056472,0.0011367877,0.000043240467,0.00015303696,0.00040650796,0.00021879871,0.0033874803],"category_scores_gemma":[0.00003143667,0.00012996055,0.0002785628,0.0015655718,0.0002901148,0.00027690933,0.00009231744,0.000092294365,0.00007987557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028137194,0.00022148553,0.124431595,0.000082589824,0.002253151,0.000056462264,0.033743642,0.0001548473,0.0000020720565,0.0048068385,0.803717,0.030502178],"study_design_scores_gemma":[0.00073146744,0.00012570777,0.072821245,0.0013092037,0.002212194,1.2055118e-7,0.20687103,0.0008263777,0.0000025157512,0.0006808238,0.7131577,0.0012615857],"about_ca_topic_score_codex":0.032984544,"about_ca_topic_score_gemma":0.47843534,"teacher_disagreement_score":0.44545078,"about_ca_system_score_codex":0.00007862336,"about_ca_system_score_gemma":0.00004113147,"threshold_uncertainty_score":0.99752355},"labels":[],"label_agreement":null},{"id":"W4392833832","doi":"10.46692/9781529222920.014","title":"Increasing Resilience in Communities Affected by Typhoon Haiyan: World Renew’s Response in the Philippines","year":2023,"lang":"en","type":"other","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Typhoon; Resilience (materials science); Geography; Meteorology","score_opus":0.022180875561010335,"score_gpt":0.30598125898499656,"score_spread":0.2838003834239862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392833832","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021057412,0.000679494,0.0000059137647,0.0027691906,0.000315572,0.00069252367,0.000009257463,0.0004269071,0.9740437],"genre_scores_gemma":[0.1828356,0.0009120261,0.00003142639,0.0003337655,0.000100507685,0.00005183694,0.000009229854,0.00013410873,0.8155915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954793,0.0029689828,0.00025091413,0.00026358292,0.000572142,0.00046509373],"domain_scores_gemma":[0.99811536,0.0012231095,0.000121758734,0.00048050677,0.000015230776,0.00004401298],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033999453,0.00022182571,0.00026908008,0.0008282063,0.000244136,0.0001500527,0.0012858409,0.00015464921,0.0010504299],"category_scores_gemma":[0.00041160148,0.0001623636,0.00004816671,0.0020522936,0.0006299896,0.00014754894,0.00018039659,0.00031739828,0.00011336889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002322161,0.00014403003,0.0076045184,0.00004494208,0.000013209732,0.00004099696,0.026537642,0.00001059209,0.000028859795,0.0019692967,0.96012104,0.0032526706],"study_design_scores_gemma":[0.00032812887,0.00003787004,0.016163308,0.00096965354,0.0000103525845,4.4291687e-7,0.09011738,0.00003412601,0.0000019066725,0.00028085042,0.89167345,0.000382553],"about_ca_topic_score_codex":0.15265694,"about_ca_topic_score_gemma":0.83183825,"teacher_disagreement_score":0.67918134,"about_ca_system_score_codex":0.000104671904,"about_ca_system_score_gemma":0.000095013085,"threshold_uncertainty_score":0.99986273},"labels":[],"label_agreement":null},{"id":"W4392878475","doi":"10.1016/j.apgeochem.2024.105966","title":"A remembrance of Steve Banwart (1959–2023)","year":2024,"lang":"en","type":"article","venue":"Applied Geochemistry","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Archaeology; Geology; Geography","score_opus":0.009617103085876284,"score_gpt":0.2745489694201979,"score_spread":0.26493186633432164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392878475","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":[0.11138162,0.00055317703,0.000098595556,0.0004676147,0.00021053386,0.00012057334,0.000005755903,0.000108620494,0.8870535],"genre_scores_gemma":[0.9669214,0.00008059902,0.0001080721,0.000055901,0.0002004967,0.000020167861,0.0000056109734,0.000006771743,0.032600984],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999034,0.000009602876,0.00014824764,0.0002508477,0.00032537399,0.00023191409],"domain_scores_gemma":[0.99963677,0.00005362742,0.000033676755,0.00019273743,0.00002269209,0.000060487924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002584695,0.00008364909,0.000106722844,0.00002693896,0.00009851125,0.00006515958,0.0003011697,0.00007259783,0.0006337282],"category_scores_gemma":[0.000023233551,0.000081797225,0.000053076066,0.00035110244,0.00027291127,0.0000697087,0.00006834727,0.00009388012,0.0001491711],"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":[0.000065571694,0.00022163222,0.000599035,0.0022417002,0.00018356762,0.00006081034,0.018953122,0.000040047253,0.3755137,0.31308508,0.17179133,0.1172444],"study_design_scores_gemma":[0.0002626811,0.000013133712,0.00032235574,0.00025148943,0.000058104364,9.941891e-7,0.013724902,0.000091449634,0.123087674,0.015152479,0.84661394,0.00042079226],"about_ca_topic_score_codex":0.00007153474,"about_ca_topic_score_gemma":0.000037421298,"teacher_disagreement_score":0.8555398,"about_ca_system_score_codex":0.000023920837,"about_ca_system_score_gemma":0.00008880256,"threshold_uncertainty_score":0.69388795},"labels":[],"label_agreement":null},{"id":"W4392910589","doi":"10.32920/25417135","title":"Flood Risk Management and Perceptions of Responsibility for Flood Risk on Toronto Island","year":2024,"lang":"en","type":"preprint","venue":"","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Flood myth; Vulnerability (computing); Risk management; Hazard; Environmental planning; Flood risk management; Natural hazard; Stakeholder; Disaster risk reduction; Environmental resource management; Flood mitigation; Emergency management; Geography; Business; Stakeholder engagement; Risk analysis (engineering); Political science; Environmental science; Public relations; Computer science; Computer security; Finance; Ecology","score_opus":0.01287978966625334,"score_gpt":0.32009304591119386,"score_spread":0.3072132562449405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392910589","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":[0.47208992,0.00066059775,0.0011118528,0.00031873226,0.000792524,0.0019844507,0.0003648002,0.00011140543,0.5225657],"genre_scores_gemma":[0.9160467,0.0056027817,0.0035432822,0.00003809955,0.00020996763,0.00018519635,0.000017569428,0.00002010094,0.07433633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99788636,0.00030510142,0.00033887118,0.0007378377,0.00043980108,0.0002920224],"domain_scores_gemma":[0.9989447,0.00019416636,0.00015696915,0.0005411639,0.0000655234,0.00009749911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015861394,0.0002181037,0.00028849073,0.00009966279,0.00037561473,0.00019202704,0.00040160213,0.00017979728,0.0005522208],"category_scores_gemma":[0.00012803922,0.00017765678,0.0002001046,0.00009643346,0.00030353735,0.000082473,0.0009328992,0.00023870823,0.00002990584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009981574,0.00181423,0.04614249,0.004603355,0.0020127445,0.000012595193,0.10391338,0.00061561837,0.0000127164985,0.5303339,0.07330918,0.23623165],"study_design_scores_gemma":[0.0017563105,0.00070548826,0.16858865,0.00090283225,0.002930255,2.48618e-7,0.15574498,0.0016575166,0.000026159027,0.56197715,0.10432824,0.001382182],"about_ca_topic_score_codex":0.008692109,"about_ca_topic_score_gemma":0.092433296,"teacher_disagreement_score":0.4482294,"about_ca_system_score_codex":0.00013615597,"about_ca_system_score_gemma":0.000064412154,"threshold_uncertainty_score":0.99790907},"labels":[],"label_agreement":null},{"id":"W4392927418","doi":"10.32920/25417135.v1","title":"Flood Risk Management and Perceptions of Responsibility for Flood Risk on Toronto Island","year":2024,"lang":"en","type":"preprint","venue":"","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":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Flood myth; Vulnerability (computing); Risk management; Environmental planning; Hazard; Flood risk management; Natural hazard; Stakeholder; Flood mitigation; Disaster risk reduction; Environmental resource management; Emergency management; Geography; Business; Stakeholder engagement; Political science; Environmental science; Public relations; Computer security; Computer science; Finance; Ecology","score_opus":0.01287978966625334,"score_gpt":0.32009304591119386,"score_spread":0.3072132562449405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392927418","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":[0.47208992,0.00066059775,0.0011118528,0.00031873226,0.000792524,0.0019844507,0.0003648002,0.00011140543,0.5225657],"genre_scores_gemma":[0.9160467,0.0056027817,0.0035432822,0.00003809955,0.00020996763,0.00018519635,0.000017569428,0.00002010094,0.07433633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99788636,0.00030510142,0.00033887118,0.0007378377,0.00043980108,0.0002920224],"domain_scores_gemma":[0.9989447,0.00019416636,0.00015696915,0.0005411639,0.0000655234,0.00009749911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015861394,0.0002181037,0.00028849073,0.00009966279,0.00037561473,0.00019202704,0.00040160213,0.00017979728,0.0005522208],"category_scores_gemma":[0.00012803922,0.00017765678,0.0002001046,0.00009643346,0.00030353735,0.000082473,0.0009328992,0.00023870823,0.00002990584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009981574,0.00181423,0.04614249,0.004603355,0.0020127445,0.000012595193,0.10391338,0.00061561837,0.0000127164985,0.5303339,0.07330918,0.23623165],"study_design_scores_gemma":[0.0017563105,0.00070548826,0.16858865,0.00090283225,0.002930255,2.48618e-7,0.15574498,0.0016575166,0.000026159027,0.56197715,0.10432824,0.001382182],"about_ca_topic_score_codex":0.008692109,"about_ca_topic_score_gemma":0.092433296,"teacher_disagreement_score":0.4482294,"about_ca_system_score_codex":0.00013615597,"about_ca_system_score_gemma":0.000064412154,"threshold_uncertainty_score":0.99790907},"labels":[],"label_agreement":null},{"id":"W4392953547","doi":"10.1093/acrefore/9780199389407.013.433","title":"Natural Hazards, Climate Change, and Indigenous Knowledge and Stewardship: Moving Toward a Resilience-Based Model","year":2024,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Natural Hazard Science","topic":"Disaster Management and Resilience","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":"Positive Living Society of British Columbia; University of British Columbia","funders":"","keywords":"Stewardship (theology); Resilience (materials science); Natural hazard; Climate change; Indigenous; Natural (archaeology); Environmental resource management; Natural disaster; Environmental science; Geography; Environmental ethics; Environmental planning; Political science; Ecology; Meteorology; Biology; Archaeology","score_opus":0.06332064053404071,"score_gpt":0.3760748207914632,"score_spread":0.3127541802574225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392953547","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1135783,0.11789642,0.000023441171,0.0017024248,0.0045795753,0.0034125603,0.00022941163,0.0002656759,0.75831217],"genre_scores_gemma":[0.47320813,0.46175945,0.00088852557,0.00006928698,0.0008552419,0.00019244192,0.000030102818,0.00006511814,0.06293171],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885272,0.0006306765,0.00080098945,0.0021210317,0.004968836,0.0029512902],"domain_scores_gemma":[0.99609774,0.00079603755,0.00032750913,0.00075541483,0.0011808573,0.0008424607],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.007286171,0.0007130538,0.0009420165,0.00259318,0.0026069246,0.0012663461,0.0030387018,0.0005557763,0.000023884093],"category_scores_gemma":[0.0017018178,0.0005711025,0.00021303167,0.0043138275,0.00954974,0.0017725277,0.0029040012,0.0028595794,0.00002530268],"study_design_candidate":"design_other","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":[0.0001908956,0.00021156044,0.0012963873,0.004878119,0.000057062334,0.000119986726,0.049293227,0.000020121537,0.000035657333,0.010907219,0.012584291,0.92040545],"study_design_scores_gemma":[0.001900596,0.0012459697,0.008195436,0.013752374,0.00039886663,0.000027441332,0.034125675,0.065561004,0.00008103167,0.012484522,0.8579618,0.004265317],"about_ca_topic_score_codex":0.00071295316,"about_ca_topic_score_gemma":0.003586261,"teacher_disagreement_score":0.91614014,"about_ca_system_score_codex":0.0006330909,"about_ca_system_score_gemma":0.0055600004,"threshold_uncertainty_score":0.99977046},"labels":[],"label_agreement":null},{"id":"W4393164031","doi":"10.3390/su16072687","title":"Exploring the Evolution of Seismic Hazard and Risk Assessment Research: A Bibliometric Analysis","year":2024,"lang":"en","type":"article","venue":"Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Hazard; Seismic hazard; Geology; Seismology; Biology","score_opus":0.10561358059702551,"score_gpt":0.4207723104096102,"score_spread":0.3151587298125847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393164031","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":[0.98621535,0.00073996675,0.0029064275,0.0023455315,0.000111075045,0.00038524147,0.0000028378884,0.00004260158,0.0072509903],"genre_scores_gemma":[0.9978803,0.00072677137,0.00003220873,0.0000022388133,0.00004473033,0.0000519516,4.2173176e-7,0.0000029763758,0.001258421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753106,0.0009758562,0.00016534737,0.00027925192,0.0007389157,0.0003095574],"domain_scores_gemma":[0.9983896,0.00070513354,0.00003448648,0.00027135471,0.0005405045,0.000058923975],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.008836371,0.000056581168,0.00011306187,0.017006664,0.0005859872,0.00026445603,0.00025353857,0.000019384734,0.000024595693],"category_scores_gemma":[0.0017780885,0.000038238093,0.00009051364,0.14133011,0.00088957296,0.0005258197,0.0001985443,0.00019875278,0.0000018857392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009656475,0.000068784226,0.7070135,0.0002806036,0.00022824258,0.000004799478,0.016797561,0.00048737452,0.000002297819,0.09608984,0.00026252653,0.17875484],"study_design_scores_gemma":[0.000028739958,0.000026351574,0.8608631,0.000007538075,0.00014669432,2.8372677e-8,0.08276496,0.0040906966,0.0000017281775,0.045824043,0.006199504,0.00004664299],"about_ca_topic_score_codex":0.018654138,"about_ca_topic_score_gemma":0.002160639,"teacher_disagreement_score":0.1787082,"about_ca_system_score_codex":0.0009940756,"about_ca_system_score_gemma":0.0005165903,"threshold_uncertainty_score":0.9941347},"labels":[],"label_agreement":null},{"id":"W4393235190","doi":"10.3390/ijerph21040405","title":"“Death Is a Possibility for Those without Shelter”: A Thematic Analysis of News Coverage on Homelessness and the 2021 Heat Dome in Canada","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Toronto; Centre for Addiction and Mental Health; University of Ottawa; Health Canada","funders":"Mitacs; Canadian Institutes of Health Research; Health Canada; University of Ottawa","keywords":"Dome (geology); Thematic analysis; Political science; Criminology; Sociology; Geology; Qualitative research; Social science","score_opus":0.06051121847946392,"score_gpt":0.40909766408951487,"score_spread":0.3485864456100509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393235190","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":[0.9767559,0.0011617494,0.0001479021,0.020460667,0.00010530006,0.00027879848,0.00007268994,6.98535e-7,0.0010162881],"genre_scores_gemma":[0.9929445,0.006415116,0.000019003395,0.00030918184,0.000056703433,0.000007904004,0.0000034865213,0.0000029867203,0.00024111268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779266,0.00037973587,0.00034429898,0.00014610477,0.0010939933,0.00024319752],"domain_scores_gemma":[0.9987709,0.00086058094,0.00007945041,0.000079506804,0.000039677485,0.00016989533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003942485,0.000058173853,0.0002219402,0.00035779466,0.00011951433,0.00019664176,0.00029293625,0.000017197894,0.00014241434],"category_scores_gemma":[0.00018752202,0.000035604044,0.0000590861,0.00028511207,0.0003248716,0.00022779961,0.000078489116,0.00017088633,3.8777515e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011604191,0.00090085756,0.44513142,0.00023939682,0.0016754918,0.000065410975,0.06427101,0.00008652897,0.000033429096,0.048532516,0.0008442205,0.4370593],"study_design_scores_gemma":[0.005543792,0.0011675744,0.74119604,0.0009222127,0.00011444157,0.000012123091,0.16573144,0.012301648,0.00001790245,0.028456034,0.044196367,0.0003404347],"about_ca_topic_score_codex":0.25136223,"about_ca_topic_score_gemma":0.37867403,"teacher_disagreement_score":0.43671888,"about_ca_system_score_codex":0.0006425212,"about_ca_system_score_gemma":0.0008654607,"threshold_uncertainty_score":0.753623},"labels":[],"label_agreement":null},{"id":"W4393360382","doi":"10.1007/978-981-97-1316-5_1","title":"Introduction","year":2024,"lang":"en","type":"book-chapter","venue":"Water science and technology library","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science","score_opus":0.006290277825704827,"score_gpt":0.21497876361011364,"score_spread":0.20868848578440882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393360382","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057472865,0.0006478545,0.0000013878581,0.07840976,0.0009836351,0.00016113685,0.0000017430763,0.0005862665,0.91863346],"genre_scores_gemma":[0.012774663,0.00079755153,0.00007856735,0.00017224136,0.0006387302,0.000006551534,0.000004583928,0.00001730912,0.9855098],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984973,0.000004010922,0.00013193143,0.0005951682,0.00040784088,0.00036372084],"domain_scores_gemma":[0.99957484,0.0000048552083,0.00002946919,0.00027641308,0.000041612777,0.00007279119],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030118763,0.00014627598,0.00013644171,0.0009719885,0.00055343955,0.00041192363,0.0007123224,0.000273369,0.00080276025],"category_scores_gemma":[0.000011669812,0.00010128462,0.000024322297,0.0003285823,0.005418229,0.0011670206,0.0007463583,0.00027712068,0.0009197967],"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":[9.3769086e-7,0.000002608135,0.000015171092,0.000014839289,0.0000064715978,0.000018669823,0.000606554,1.923831e-8,0.00011962912,0.9614393,0.0220783,0.01569749],"study_design_scores_gemma":[0.000013920218,0.000016466893,0.0000012094113,0.000023296583,0.000010979362,0.0000021844296,0.0002798739,0.0000016890785,0.00040788832,0.32783493,0.6713015,0.000106080486],"about_ca_topic_score_codex":0.000004141495,"about_ca_topic_score_gemma":0.0000066916646,"teacher_disagreement_score":0.6492232,"about_ca_system_score_codex":0.000025325962,"about_ca_system_score_gemma":0.00014487783,"threshold_uncertainty_score":0.9998581},"labels":[],"label_agreement":null},{"id":"W4393615464","doi":"10.5281/zenodo.3540954","title":"Global Fire Weather Indices - DMC using default DC start-up","year":2019,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","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":true,"ca_institutions":"University of Alberta; Natural Resources Canada; Canadian Forest Service; University of British Columbia","funders":"","keywords":"Environmental science; Meteorology; Climatology; Geography; Geology","score_opus":0.06129822127903499,"score_gpt":0.31669341994507816,"score_spread":0.25539519866604316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393615464","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033255238,0.00021290356,0.00010625522,0.00035947113,0.0010032108,0.0009841423,0.8673805,0.00043843442,0.12618954],"genre_scores_gemma":[0.005980785,0.0005515341,0.000048995986,0.00026514026,0.0006422202,4.600717e-8,0.9819133,0.00071534264,0.009882635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99691564,0.000611122,0.0002699954,0.0005982579,0.0009946466,0.00061032886],"domain_scores_gemma":[0.9985987,0.000022424494,0.00024222332,0.0006243361,0.0003041553,0.00020815342],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008566358,0.00023301649,0.00023218214,0.00016982942,0.0033210814,0.0019160613,0.0024685604,0.00020889711,0.028431019],"category_scores_gemma":[0.00040737848,0.0002363758,0.00008651235,0.00084025215,0.00047700386,0.00045361154,0.0018158946,0.00028939932,0.017763656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022889191,0.00007081419,0.000005325496,0.00009796537,0.000048210164,0.000011444127,0.0010362449,0.00004722378,0.00000599742,0.0003687461,0.989331,0.008954105],"study_design_scores_gemma":[0.00022934121,0.00007347399,0.00006718068,0.000084184,0.000050143906,0.000005137946,0.0025149416,0.000048588794,8.419801e-7,0.000077988654,0.99657166,0.00027652425],"about_ca_topic_score_codex":0.0013345411,"about_ca_topic_score_gemma":0.00006354891,"teacher_disagreement_score":0.11630691,"about_ca_system_score_codex":0.00035205128,"about_ca_system_score_gemma":0.000022988117,"threshold_uncertainty_score":0.99912006},"labels":[],"label_agreement":null},{"id":"W4393637957","doi":"10.5281/zenodo.3540949","title":"Global Fire Weather Indices - FFMC using default DC start-up","year":2019,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","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":true,"ca_institutions":"University of Alberta; Natural Resources Canada; Canadian Forest Service; University of British Columbia","funders":"","keywords":"Meteorology; Environmental science; Climatology; Geography; Geology","score_opus":0.061370928055918185,"score_gpt":0.31677760655010306,"score_spread":0.25540667849418486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393637957","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002421965,0.00021897546,0.00013099227,0.00038301633,0.0010046521,0.0009910527,0.86363214,0.00044223634,0.13077495],"genre_scores_gemma":[0.0047147083,0.0005541297,0.000055451543,0.00026312508,0.000649502,4.7100407e-8,0.9827071,0.00072603865,0.010329885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99691623,0.000605728,0.00027241374,0.0005897054,0.0010013428,0.00061457936],"domain_scores_gemma":[0.9986016,0.000022800838,0.00024407134,0.00061504706,0.00030635993,0.00021010307],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00084680354,0.00023499868,0.00023421843,0.00017208965,0.0033459943,0.001895923,0.0024632066,0.00021069158,0.028834704],"category_scores_gemma":[0.00041829504,0.00023846606,0.00008741024,0.0008473742,0.00048123676,0.00045756833,0.0018091566,0.00029154835,0.01782554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022983326,0.00007221143,0.0000040966083,0.00009808765,0.00004850162,0.000012983616,0.0011204155,0.000036252783,0.0000059443855,0.0003965428,0.98855716,0.009624833],"study_design_scores_gemma":[0.00023346818,0.000074627125,0.00006417873,0.00008542641,0.000050580373,0.000005307163,0.0024130659,0.000048387923,7.875569e-7,0.000087219996,0.9966581,0.00027886877],"about_ca_topic_score_codex":0.0010388634,"about_ca_topic_score_gemma":0.000048565278,"teacher_disagreement_score":0.12044506,"about_ca_system_score_codex":0.00035334643,"about_ca_system_score_gemma":0.000023862467,"threshold_uncertainty_score":0.9991402},"labels":[],"label_agreement":null},{"id":"W4393851843","doi":"10.25071/073w7164","title":"Building new relationships and connections in emergency management: The role of social work practitioners and human service professionals in disaster recovery","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social work; Emergency management; Work (physics); Service (business); Public relations; Human services; Business; Knowledge management; Political science; Engineering; Computer science; Marketing","score_opus":0.0319394620644297,"score_gpt":0.30795359065220246,"score_spread":0.27601412858777274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393851843","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":[0.91121256,0.0011073594,0.00006560992,0.018695528,0.0013147434,0.0007517134,0.000006368397,0.0000058027344,0.06684029],"genre_scores_gemma":[0.99333286,0.00024674356,0.00015161015,0.00007484749,0.00007936679,0.000028914052,0.0000022239133,0.000009350015,0.006074098],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982272,0.00041186006,0.00055955665,0.00017117396,0.00034096785,0.00028926702],"domain_scores_gemma":[0.9993393,0.000033793396,0.00032817008,0.00010153009,0.0000459376,0.00015129978],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014662269,0.000101679434,0.00014249737,0.0006172823,0.0013943455,0.000034625125,0.000331212,0.00003130838,0.0012708078],"category_scores_gemma":[0.000032359203,0.00009693792,0.00004986028,0.0015215127,0.000064473585,0.00039302788,0.00013201131,0.00027812336,0.0000014255194],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051057148,0.00014500336,0.17697096,0.00011841346,0.00020146396,0.000053949014,0.0727481,0.0012776694,0.000010865973,0.71728194,0.019039014,0.012101592],"study_design_scores_gemma":[0.00051993656,0.000047416146,0.41141096,0.000121893645,0.000104799365,0.0000015198311,0.33343267,0.000018649882,5.0990803e-7,0.06142785,0.19268304,0.00023074207],"about_ca_topic_score_codex":0.0063147694,"about_ca_topic_score_gemma":0.12612584,"teacher_disagreement_score":0.65585405,"about_ca_system_score_codex":0.0001633373,"about_ca_system_score_gemma":0.000094518036,"threshold_uncertainty_score":0.9999057},"labels":[],"label_agreement":null},{"id":"W4393851858","doi":"10.25071/88xsd538","title":"Welcome to Volume 2, Edition 2 of CJEM","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Library science; Computer science; Physics; Thermodynamics","score_opus":0.021787740076953454,"score_gpt":0.278595165933187,"score_spread":0.25680742585623356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393851858","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":[0.19649431,0.00069500355,0.0022228728,0.017837532,0.03137549,0.00095962,0.000043041033,0.000020288655,0.75035185],"genre_scores_gemma":[0.96244717,0.00009486552,0.00021103033,0.00017917957,0.00044237552,0.000011069563,0.0000018770702,0.000008285525,0.036604136],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984729,0.00012321974,0.0003962235,0.00011365069,0.0005723898,0.00032158443],"domain_scores_gemma":[0.9991286,0.0000055212904,0.00020507506,0.00014178026,0.00010690236,0.00041214086],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009177935,0.000073056595,0.00012966969,0.0005637526,0.0005309094,0.000021814645,0.0006975962,0.000014255183,0.012024847],"category_scores_gemma":[0.000033165445,0.00007981692,0.00010900913,0.0007515675,0.000053422988,0.0001734453,0.000077775665,0.00009769209,0.000034589444],"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":[0.000017733144,0.00007067157,0.011267878,0.00005222182,0.00012377441,0.000155462,0.011532954,0.0032048956,0.000014251747,0.07969205,0.8790863,0.014781785],"study_design_scores_gemma":[0.00011030334,0.0001293072,0.012988055,0.000014479802,0.000033913166,6.303786e-7,0.019104233,0.000010614582,0.0000020357807,0.0017307533,0.96577597,0.000099679135],"about_ca_topic_score_codex":0.0060111266,"about_ca_topic_score_gemma":0.024124807,"teacher_disagreement_score":0.7659529,"about_ca_system_score_codex":0.00023464371,"about_ca_system_score_gemma":0.00019486347,"threshold_uncertainty_score":0.9936824},"labels":[],"label_agreement":null},{"id":"W4393852239","doi":"10.25071/tkq85v73","title":"Welcome to Volume 3, Edition 2 of CJEM","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); History; Thermodynamics; Physics","score_opus":0.03099687733870063,"score_gpt":0.30290815097390666,"score_spread":0.27191127363520606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393852239","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":[0.27515897,0.00028615166,0.0017935579,0.020504586,0.027715951,0.00084398617,0.000022647338,0.000051898845,0.67362225],"genre_scores_gemma":[0.93912476,0.00040032913,0.0001815721,0.00010438644,0.00074693764,0.000005436308,0.0000025738861,0.00001061994,0.05942336],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986061,0.0000632041,0.00039734956,0.000113013615,0.00043695275,0.0003834149],"domain_scores_gemma":[0.99905646,0.0000077185205,0.00015848293,0.00014174543,0.00014873254,0.00048686893],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008561,0.000077959514,0.00013549016,0.0007862327,0.00023328487,0.000029099214,0.0005473706,0.000029259085,0.0025047143],"category_scores_gemma":[0.00006769299,0.00007846338,0.000106447915,0.0012787454,0.00006516811,0.00021739767,0.000038274593,0.00006046351,0.0003118556],"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":[0.0000066682965,0.000019569252,0.0102181425,0.00006815517,0.000089091984,0.00013150754,0.006715854,0.00076399365,0.000014527375,0.042826306,0.92452073,0.014625451],"study_design_scores_gemma":[0.00010914453,0.00007362509,0.057224415,0.000061496365,0.00003601173,2.4277435e-7,0.011637306,0.00002076472,0.0000050041153,0.0027049964,0.9280116,0.00011540053],"about_ca_topic_score_codex":0.0041724467,"about_ca_topic_score_gemma":0.037667226,"teacher_disagreement_score":0.6639658,"about_ca_system_score_codex":0.00010138218,"about_ca_system_score_gemma":0.00014077334,"threshold_uncertainty_score":0.9984071},"labels":[],"label_agreement":null},{"id":"W4393852466","doi":"10.25071/d0mneq30","title":"Supporting the role of emergent volunteers during disasters: A review of the 2021 B.C. Floods","year":2023,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Management","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":"University of British Columbia; York University; Response Biomedical (Canada); University of Toronto","funders":"","keywords":"Preparedness; Emergency management; Scope (computer science); Flood myth; Public relations; Corporate governance; Disaster response; Political science; Emergency response; Crisis management; Resilience (materials science); Environmental planning; Business; Environmental resource management; Geography; Medicine; Medical emergency; Computer science; Law","score_opus":0.038455287473040986,"score_gpt":0.3612117345137931,"score_spread":0.3227564470407521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393852466","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006522328,0.96912056,0.0000047613858,0.00053390145,0.0033460238,0.0012308263,0.000024078683,0.0000041172543,0.025670502],"genre_scores_gemma":[0.00025485252,0.98643696,0.000013197102,0.000026561316,0.00031664755,0.000028665425,0.0000032096975,0.000035220506,0.012884689],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953445,0.0005765798,0.0021787316,0.00025688164,0.0009751182,0.00066815515],"domain_scores_gemma":[0.99649656,0.0000416639,0.002275791,0.00063890405,0.00022901323,0.00031808147],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026241513,0.0003118139,0.0010539056,0.0004079021,0.00046734913,0.000032945067,0.0025862989,0.00008466711,0.001907734],"category_scores_gemma":[0.00033561836,0.00018765304,0.0013352452,0.0018939988,0.00028337623,0.00015855466,0.0002580364,0.00032192588,0.00002921851],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043228256,0.000073354204,0.00054762524,0.16947645,0.0028448456,0.00009941478,0.009357946,0.000058347516,5.323007e-7,0.01064144,0.05617308,0.75072265],"study_design_scores_gemma":[0.000047793194,0.000016679805,0.000073891046,0.05471082,0.0014952358,0.0000014693661,0.010004513,0.0000012860344,3.454695e-7,0.00018883454,0.933282,0.00017711283],"about_ca_topic_score_codex":0.0043228054,"about_ca_topic_score_gemma":0.029136024,"teacher_disagreement_score":0.87710893,"about_ca_system_score_codex":0.00022587768,"about_ca_system_score_gemma":0.0008411562,"threshold_uncertainty_score":0.99900466},"labels":[],"label_agreement":null},{"id":"W4393858539","doi":"10.25071/8tbzyp64","title":"Welcome to Volume 3, Edition 1 of CJEM","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Computer science; Physics; Thermodynamics","score_opus":0.03226349561083717,"score_gpt":0.30359502017810375,"score_spread":0.27133152456726656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393858539","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":[0.27973124,0.00028483992,0.0018502146,0.020822268,0.027854403,0.0008543168,0.00002338102,0.000052457293,0.6685269],"genre_scores_gemma":[0.93956727,0.00038894362,0.00018468752,0.00010395376,0.0007335618,0.0000055146124,0.000002553052,0.000010590552,0.05900292],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986059,0.00006322445,0.00039718024,0.00011309416,0.00043705647,0.0003835491],"domain_scores_gemma":[0.9990559,0.000007823667,0.00015827239,0.00014200456,0.00014904753,0.00048693657],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086056266,0.00007798309,0.00013545863,0.00078672194,0.00023326863,0.000029039309,0.00054766017,0.000029258923,0.0025502988],"category_scores_gemma":[0.00006847884,0.00007848777,0.00010646749,0.0012796898,0.00006516897,0.0002172562,0.000038279708,0.000060476745,0.00031505045],"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":[0.000006651426,0.00001942473,0.01045342,0.00006705334,0.000088405824,0.00012718952,0.006658855,0.0007546702,0.000014906666,0.041810714,0.9258588,0.01413992],"study_design_scores_gemma":[0.00010934907,0.000074231306,0.058567185,0.00006274872,0.000036439484,2.4429718e-7,0.011849155,0.00002107295,0.0000050761405,0.0027072704,0.9264506,0.00011660193],"about_ca_topic_score_codex":0.0041330317,"about_ca_topic_score_gemma":0.03746443,"teacher_disagreement_score":0.659836,"about_ca_system_score_codex":0.00010135459,"about_ca_system_score_gemma":0.00014137135,"threshold_uncertainty_score":0.9983615},"labels":[],"label_agreement":null},{"id":"W4393858540","doi":"10.25071/ncx7gw81","title":"Book Review: \"Introduction to Emergency Management in Canada\" (Emond Publishing)","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","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":true,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Publishing; Pandemic; Coronavirus disease 2019 (COVID-19); Emergency management; History; Climate change; Political science; Geography; Library science; Medicine; Computer science; Ecology; Biology; Law","score_opus":0.015031523220858285,"score_gpt":0.2632557627406313,"score_spread":0.248224239519773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393858540","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00513357,0.16160801,0.00024817605,0.32078624,0.037543055,0.0034815324,0.000041883282,0.000031932457,0.4711256],"genre_scores_gemma":[0.10711485,0.2512962,0.0006729776,0.03982753,0.0037421384,0.00053014123,0.000053390962,0.00013549533,0.5966273],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960132,0.00032974518,0.0010380596,0.00039998547,0.0013441147,0.00087489624],"domain_scores_gemma":[0.99824077,0.0000073363785,0.00036949094,0.00040406265,0.00016461225,0.00081370666],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020934294,0.00020801682,0.00029790323,0.00097379857,0.00079220184,0.00008611053,0.0015847783,0.00002249143,0.04207426],"category_scores_gemma":[0.00009811689,0.0002328688,0.00014141608,0.0021591194,0.000031663323,0.00086696784,0.00022691526,0.0003213675,0.00002945977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009272776,0.000030325238,0.0014552847,0.0001712858,0.00009349864,0.00040446492,0.00107137,0.0013283739,4.1449047e-7,0.0070054205,0.97540826,0.013022054],"study_design_scores_gemma":[0.00017788792,0.000043659893,0.0068148393,0.00008225934,0.000082368446,0.0000020922316,0.011422953,0.000007966681,3.5242954e-7,0.00031153535,0.98079896,0.0002551484],"about_ca_topic_score_codex":0.7362875,"about_ca_topic_score_gemma":0.9807189,"teacher_disagreement_score":0.2809587,"about_ca_system_score_codex":0.0028323524,"about_ca_system_score_gemma":0.0009807311,"threshold_uncertainty_score":0.9588014},"labels":[],"label_agreement":null},{"id":"W4393859473","doi":"10.25071/mf54n561","title":"Un cadre de gouvernance collaboratif dédié à l’appréciation des risques des systèmes essentiels dans un contexte de changements climatiques","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","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":true,"ca_institutions":"École Nationale d'Administration Publique; Université du Québec à Montréal; Polytechnique Montréal","funders":"","keywords":"Political science","score_opus":0.020604449180312043,"score_gpt":0.2817349033692473,"score_spread":0.2611304541889352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393859473","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":[0.8732911,0.003239152,0.0055145863,0.0014349701,0.0020762605,0.0007135722,0.000053261945,0.000039770268,0.11363735],"genre_scores_gemma":[0.9854423,0.0029195687,0.0012088363,0.00016010602,0.00017303559,0.00006129316,0.0000051945035,0.000021362606,0.01000832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997393,0.00058872695,0.00053556834,0.00021156626,0.0005217891,0.00074935344],"domain_scores_gemma":[0.99872667,0.000022454906,0.00036893884,0.00017906324,0.00024408102,0.00045877128],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019962636,0.00017672109,0.00021852876,0.00031897656,0.00233564,0.00015226964,0.0008583516,0.00004140004,0.002032929],"category_scores_gemma":[0.00011121721,0.00019178401,0.00012287954,0.0009488141,0.00024568243,0.0005370774,0.00010422646,0.00016101435,0.0000068710615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006443453,0.00030519016,0.52102697,0.0004929415,0.0010748577,0.00077853573,0.20454526,0.003690116,0.00015595094,0.07220189,0.1148817,0.080782175],"study_design_scores_gemma":[0.0010014424,0.00036408534,0.42435136,0.00032305223,0.0004985763,0.000009999966,0.31213993,0.00032619166,0.00025577226,0.04255789,0.21737735,0.000794327],"about_ca_topic_score_codex":0.018072544,"about_ca_topic_score_gemma":0.13335428,"teacher_disagreement_score":0.11528174,"about_ca_system_score_codex":0.0015763197,"about_ca_system_score_gemma":0.00044108965,"threshold_uncertainty_score":0.9989632},"labels":[],"label_agreement":null},{"id":"W4393859818","doi":"10.25071/t3rxw027","title":"A Voice for Ontario Teachers in Disaster and Emergency Planning: A Case study of Teachers’ Experiences During the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disaster planning; Medical emergency; Medicine; Virology; Infectious disease (medical specialty); Outbreak; Suicide prevention; Poison control","score_opus":0.10673813158445167,"score_gpt":0.37312651947796716,"score_spread":0.2663883878935155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393859818","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":[0.9949468,0.0002893644,0.000042824136,0.00048146927,0.0010131645,0.00085808506,0.0000015335659,0.000009829881,0.0023569507],"genre_scores_gemma":[0.98987556,0.00012611673,0.00001573864,0.000027677412,0.000078809666,0.00008340258,4.090845e-7,0.000010013163,0.0097823],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981357,0.00019587789,0.0006198368,0.00023293894,0.00033826308,0.00047739592],"domain_scores_gemma":[0.9990276,0.000046329893,0.00027621366,0.00017615934,0.00004751987,0.0004261824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001696416,0.0001440406,0.00020641748,0.0005205816,0.000648876,0.000043468222,0.00052245567,0.000040662293,0.000304037],"category_scores_gemma":[0.00013997171,0.000113428454,0.000086318054,0.0007155332,0.00014179685,0.000315729,0.00006672682,0.00015503372,0.000001557963],"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":[0.0000101029445,0.000030706353,0.45732772,0.000030637653,0.00006150121,0.0005524722,0.5387004,0.00031803417,0.0000011917622,0.00007978621,0.0024729997,0.00041444474],"study_design_scores_gemma":[0.00058362173,0.00012355567,0.09410882,0.000023022369,0.000063028434,0.000015919573,0.87255806,0.000012356021,9.4534286e-8,0.00021950825,0.032160144,0.00013190172],"about_ca_topic_score_codex":0.28424856,"about_ca_topic_score_gemma":0.9500236,"teacher_disagreement_score":0.665775,"about_ca_system_score_codex":0.0003348714,"about_ca_system_score_gemma":0.00029877946,"threshold_uncertainty_score":0.7205177},"labels":[],"label_agreement":null},{"id":"W4394796908","doi":"10.1111/soin.12605","title":"The Interplay of Climate and Disaster in Men's Stories of the 2016 Kaikōura Earthquake in Aotearoa New Zealand<sup>1</sup>","year":2024,"lang":"en","type":"article","venue":"Sociological Inquiry","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley","funders":"Massey University; Commonwealth Scholarship Commission","keywords":"Aotearoa; Natural hazard; Natural disaster; Construct (python library); Narrative; Hazard; Climate change; Hierarchy; Sociology; History; Geography; Gender studies; Political science; Meteorology; Geology; Computer science; Linguistics; Law","score_opus":0.02898973749996144,"score_gpt":0.33158340143426596,"score_spread":0.30259366393430454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394796908","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":[0.9842931,0.0007090234,0.0000052630953,0.0042536184,0.00032567303,0.00020547221,0.0000030501471,0.000016273028,0.01018854],"genre_scores_gemma":[0.98606795,0.0010891042,0.000014250321,0.00006971699,0.00012596216,0.000007530489,6.5327083e-7,0.0000037953475,0.012621021],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986833,0.00037853062,0.00027006166,0.0001877711,0.00019907794,0.00028126442],"domain_scores_gemma":[0.9992166,0.00054928876,0.000056373756,0.00013013194,0.000013212583,0.000034361867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006621,0.0000893033,0.00017047938,0.0000356937,0.00011391903,0.000059111233,0.000342821,0.00011158714,0.000044144716],"category_scores_gemma":[0.00017098633,0.0000417364,0.000066538334,0.00024375907,0.0022058235,0.00011464373,0.00025857324,0.00020332028,0.000008215801],"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":[0.00011167072,0.00008912351,0.15948874,0.000080263846,0.000040458992,0.000008969553,0.6782735,0.00007783095,0.00011970729,0.080932416,0.014383855,0.06639349],"study_design_scores_gemma":[0.00064112205,0.00023433087,0.426029,0.00059433497,0.00002888746,6.964142e-7,0.38611448,0.00039994196,0.000022953009,0.08879957,0.09683471,0.00029996905],"about_ca_topic_score_codex":0.0005175683,"about_ca_topic_score_gemma":0.00057888945,"teacher_disagreement_score":0.29215902,"about_ca_system_score_codex":0.000026844638,"about_ca_system_score_gemma":0.00005630078,"threshold_uncertainty_score":0.81274486},"labels":[],"label_agreement":null},{"id":"W4394931569","doi":"10.54254/2753-7048/46/20230587","title":"Sustainable Urban Planning and Climate Change Adaptation: Disaster Protection Strategies for Global Urban Development","year":2024,"lang":"en","type":"article","venue":"Lecture Notes in Education Psychology and Public Media","topic":"Disaster Management and Resilience","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":"McGill University","funders":"","keywords":"Urbanization; Prosperity; Climate change; Sustainable development; Environmental planning; Natural disaster; Sustainability; Urban planning; Natural resource economics; Environmental resource management; Business; Geography; Economic growth; Political science; Economics; Engineering; Ecology; Civil engineering; Meteorology","score_opus":0.05055842952267279,"score_gpt":0.36307544204936176,"score_spread":0.31251701252668895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394931569","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":[0.7142952,0.036640875,0.12913266,0.06382227,0.009845248,0.004174441,0.000009513162,0.00034462792,0.041735157],"genre_scores_gemma":[0.9973765,0.00012583728,0.00078464404,0.0006334946,0.00052804453,0.00040667705,0.00002167991,0.000005045643,0.00011807055],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991177,0.00008216173,0.00013198517,0.0002716422,0.000096450196,0.0003000821],"domain_scores_gemma":[0.99968517,0.00010223224,0.0000355734,0.000060844774,0.0000487363,0.00006742111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043250373,0.00008905345,0.0000787319,0.00013558789,0.00028076535,0.00032439415,0.00007865891,0.00011576127,0.000028128647],"category_scores_gemma":[0.00014393654,0.000078631536,0.000011265009,0.00034993107,0.00016607485,0.0005480914,0.000020084211,0.00009066031,0.0000020154948],"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":[0.000031301508,0.00007350378,0.04378489,0.00023625171,0.000013672036,0.0000019817257,0.2663,0.0000042344486,0.0000020303733,0.20453402,0.00096583436,0.4840523],"study_design_scores_gemma":[0.0004990238,0.00011657938,0.15115754,0.00023307753,0.000027070526,0.0000077816085,0.14985119,0.00041328577,0.0000023083137,0.1322836,0.56499594,0.00041258062],"about_ca_topic_score_codex":0.00006643921,"about_ca_topic_score_gemma":0.0010076144,"teacher_disagreement_score":0.5640301,"about_ca_system_score_codex":0.00004905581,"about_ca_system_score_gemma":0.00025192468,"threshold_uncertainty_score":0.3206501},"labels":[],"label_agreement":null},{"id":"W4394949145","doi":"10.1007/s13753-024-00555-9","title":"Disaster Awareness and Preparedness Among Older Adults in Canada Regarding Floods, Wildfires, and Earthquakes","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; York University","funders":"","keywords":"Preparedness; Natural hazard; Vulnerability (computing); Hazard; Focus group; Resilience (materials science); Natural disaster; Emergency management; Environmental health; Community resilience; Psychological resilience; Social vulnerability; Geography; Environmental planning; Medicine; Psychology; Business; Political science; Computer security; Engineering; Social psychology","score_opus":0.005668788524622347,"score_gpt":0.27207221344520777,"score_spread":0.26640342492058544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394949145","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":[0.9943191,0.0008584962,0.00011778273,0.0005560618,0.0020672965,0.00011531934,0.000008280204,0.000008980243,0.0019487062],"genre_scores_gemma":[0.998998,0.00042888502,0.000074665426,0.000051627972,0.000201164,0.0000028612244,4.2625416e-7,0.0000066262423,0.00023575265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768215,0.00009594896,0.00037137308,0.00031814346,0.0012400623,0.00029231873],"domain_scores_gemma":[0.9992301,0.00014622825,0.00017021058,0.00009368344,0.00017560185,0.00018420177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010543658,0.00011965951,0.00015106151,0.0003149585,0.00021996506,0.0007980582,0.0006912082,0.000027168566,0.000027922837],"category_scores_gemma":[0.00022296935,0.0000943168,0.00003528541,0.00037793003,0.00082973926,0.002054702,0.00020712057,0.0001714049,0.0000012724947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004738257,0.000033403667,0.84778005,0.000029295528,0.000033605833,0.00017505717,0.06929966,0.00008655088,0.000025609781,0.0009675866,0.00023227144,0.08128952],"study_design_scores_gemma":[0.00065161864,0.000036558755,0.89785373,0.0017076001,0.000027870154,0.000037025504,0.09327662,0.0027530107,0.000035791494,0.0006899851,0.002672133,0.0002580672],"about_ca_topic_score_codex":0.3201312,"about_ca_topic_score_gemma":0.72891515,"teacher_disagreement_score":0.40878394,"about_ca_system_score_codex":0.00028956952,"about_ca_system_score_gemma":0.0010613237,"threshold_uncertainty_score":0.76956934},"labels":[],"label_agreement":null},{"id":"W4394964650","doi":"10.1016/j.ijdrr.2024.104460","title":"Empty pantries: The death of survival myths among typhoon Haiyan survivors in resettlement sites during COVID-19","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social capital; Typhoon; Pandemic; Mutual aid; Interpersonal ties; Economic growth; Political science; Socioeconomics; Sociology; Geography; Coronavirus disease 2019 (COVID-19); Medicine; Economics; Social science","score_opus":0.028188208531994063,"score_gpt":0.35164810077507175,"score_spread":0.3234598922430777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394964650","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":[0.98785174,0.00039664048,0.00047042698,0.00342522,0.0032402733,0.00015003825,0.000015512502,0.00001567923,0.0044344794],"genre_scores_gemma":[0.99678737,0.0010030486,0.000035679328,0.000016568574,0.00062375213,0.0000037132252,0.0000036356541,0.000008392419,0.0015178362],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.997774,0.00037028448,0.0005240551,0.00016301312,0.0009892125,0.00017943927],"domain_scores_gemma":[0.99911666,0.00016982145,0.00034186715,0.00010378154,0.00017810371,0.00008975924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017789507,0.00009880905,0.00014575933,0.00034560863,0.00016534391,0.00018190459,0.00053142954,0.000045415658,0.00018815915],"category_scores_gemma":[0.00039575453,0.00006949423,0.00012985553,0.00027072264,0.00029682287,0.00067303976,0.00008754749,0.00023323444,0.0000071119052],"study_design_candidate":"observational","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":[0.0005007675,0.00026747803,0.8116508,0.00010141424,0.00047925572,0.00011412373,0.1595324,0.0033439132,0.0008479505,0.013651459,0.0016124613,0.00789798],"study_design_scores_gemma":[0.001788045,0.0002204782,0.4419963,0.0008963582,0.00022330992,0.00006436139,0.48426,0.0007534613,0.0010086133,0.018416757,0.04986318,0.0005091622],"about_ca_topic_score_codex":0.0030437787,"about_ca_topic_score_gemma":0.0031582909,"teacher_disagreement_score":0.3696545,"about_ca_system_score_codex":0.00029384432,"about_ca_system_score_gemma":0.00016113675,"threshold_uncertainty_score":0.4601303},"labels":[],"label_agreement":null},{"id":"W4395011809","doi":"10.3390/ijerph21040512","title":"Understanding the Risk of Social Vulnerability for the Chinese Diaspora during the COVID-19 Pandemic: A Model Driving Risk Perception and Threat Appraisal of Risk Communication—A Qualitative Study","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; Toronto Metropolitan University","funders":"Canadian Institutes of Health Research; Health Canada; York University","keywords":"Vulnerability (computing); Pandemic; Coronavirus disease 2019 (COVID-19); Risk perception; Risk communication; Qualitative research; Diaspora; Perception; Psychology; Social psychology; Sociology; Environmental health; Medicine; Computer security; Computer science; Gender studies; Disease; Social science","score_opus":0.22782077172507012,"score_gpt":0.5168128402581125,"score_spread":0.2889920685330424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395011809","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":[0.9792475,0.00068747427,0.00912564,0.010239347,0.0000674117,0.00044117402,0.000121939156,0.0000034110196,0.000066108674],"genre_scores_gemma":[0.99008024,0.009684139,0.00005085951,0.000026872258,0.00010059542,0.000014487543,0.0000022592696,0.0000047635453,0.000035791272],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99564296,0.002633748,0.00037133112,0.00012568723,0.0010308744,0.00019540354],"domain_scores_gemma":[0.9924434,0.006916665,0.00035419094,0.000109501445,0.00006389156,0.000112366484],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02020541,0.00006705056,0.00012464405,0.000116944444,0.0018016534,0.00018946621,0.00053519075,0.000026629079,0.00003069835],"category_scores_gemma":[0.0020676397,0.00003310358,0.00007050519,0.00015464837,0.0015724825,0.0003415098,0.00022448371,0.0004723936,1.9974674e-7],"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":[0.00011290038,0.00023815692,0.3666338,0.000023058448,0.00020572417,3.2294443e-7,0.62150645,0.00022219037,0.000014021377,0.0038435839,0.00007367918,0.0071261255],"study_design_scores_gemma":[0.00033670894,0.00010447354,0.33414972,0.000011181568,0.000013440604,0.0000015471273,0.64530843,0.0030081656,8.517492e-8,0.01688731,0.00015120284,0.000027739095],"about_ca_topic_score_codex":0.0021699308,"about_ca_topic_score_gemma":0.0025048098,"teacher_disagreement_score":0.0324841,"about_ca_system_score_codex":0.00046021532,"about_ca_system_score_gemma":0.0002277752,"threshold_uncertainty_score":0.9994979},"labels":[],"label_agreement":null},{"id":"W4395674975","doi":"10.1017/s0144686x24000217","title":"Tragedy and value of life of older persons in long-term care homes during COVID-19: a critical discourse analysis","year":2024,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Université de Montréal","funders":"Centre de Recherche et d’Expertise en Gérontologie Sociale; McGill University","keywords":"Coronavirus disease 2019 (COVID-19); Tragedy (event); Value (mathematics); 2019-20 coronavirus outbreak; Term (time); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Long-term care; Psychology; Gerontology; Medicine; Psychiatry; Virology","score_opus":0.0117624906500744,"score_gpt":0.33724219873872263,"score_spread":0.32547970808864823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395674975","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":[0.994602,0.0032752063,0.00044515004,0.00092256523,0.000039536193,0.000073608404,0.000007161809,0.00001882129,0.0006159077],"genre_scores_gemma":[0.99898314,0.0005573939,0.000061711435,0.000054057804,0.000027895692,0.0000030189208,0.000001778022,0.0000034625607,0.00030752472],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99926627,0.00007387027,0.00012587429,0.00019083862,0.0001873075,0.000155861],"domain_scores_gemma":[0.9996401,0.00014819158,0.000020374286,0.000065088025,0.000013012753,0.00011323845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028358118,0.000062403684,0.00016928176,0.00006655142,0.00021590084,0.000073907104,0.00007418222,0.00004908174,0.000024617606],"category_scores_gemma":[0.000097910946,0.000053836437,0.00012978073,0.00042245403,0.0006281499,0.00013845116,0.00004778629,0.0000770911,1.3019589e-7],"study_design_candidate":"observational","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":[0.0000035973458,0.000038707214,0.36140937,0.0017688732,0.00020660214,0.000038108305,0.62976664,0.000073069335,0.00009736003,0.0054722778,0.00007243289,0.0010529498],"study_design_scores_gemma":[0.00017025784,0.000011805134,0.6702735,0.00014132369,0.0002611972,1.7868234e-7,0.32847425,0.00046120503,0.0000081964145,0.00008755116,0.00002142686,0.00008914799],"about_ca_topic_score_codex":0.0011005648,"about_ca_topic_score_gemma":0.0006431276,"teacher_disagreement_score":0.3088641,"about_ca_system_score_codex":0.000024687766,"about_ca_system_score_gemma":0.0000725087,"threshold_uncertainty_score":0.23144445},"labels":[],"label_agreement":null},{"id":"W4395675039","doi":"10.18280/ijsse.140227","title":"The Role of Safety and Security in Achieving Urban Space Vitality","year":2024,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vitality; Space (punctuation); Occupational safety and health; Risk analysis (engineering); Computer security; Computer science; Environmental planning; Environmental health; Environmental science; Business; Medicine","score_opus":0.003678469182298778,"score_gpt":0.24269116299461552,"score_spread":0.23901269381231674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395675039","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":[0.95771426,0.0160531,0.0016175241,0.0076698926,0.0016481513,0.0001618391,0.000020085949,0.000029963314,0.015085207],"genre_scores_gemma":[0.99506605,0.004622347,0.000041776282,0.00000991463,0.0001952223,3.1236993e-7,5.0077017e-7,0.0000037693796,0.00006012437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990808,0.000047400856,0.000303986,0.00008674137,0.00035706212,0.00012403644],"domain_scores_gemma":[0.99950266,0.0002531493,0.00007790385,0.000041731964,0.0000690038,0.000055555378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011696443,0.00006810203,0.00011825453,0.00010470941,0.000085668304,0.00013560805,0.0002346707,0.000038190286,0.000008538307],"category_scores_gemma":[0.00015613463,0.000052965126,0.00005000492,0.00012231656,0.00011479527,0.000392954,0.00009069876,0.00021234248,3.4530285e-7],"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":[0.00033044894,0.000074795615,0.018664725,0.00013918424,0.000264225,0.00008067631,0.081386045,0.001566965,0.00064808415,0.857145,0.000076844226,0.039622992],"study_design_scores_gemma":[0.0010980282,0.00012461969,0.0827286,0.0018170676,0.000069262176,0.00006437725,0.032242056,0.050421145,0.0002947656,0.032655004,0.7980047,0.00048035284],"about_ca_topic_score_codex":0.00013764828,"about_ca_topic_score_gemma":0.00026113135,"teacher_disagreement_score":0.82449,"about_ca_system_score_codex":0.000061045495,"about_ca_system_score_gemma":0.000035037694,"threshold_uncertainty_score":0.21598552},"labels":[],"label_agreement":null},{"id":"W4395680377","doi":"10.1007/978-3-031-54849-9_13","title":"Raising Difficult Questions","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Raising (metalworking); Materials science; Metallurgy","score_opus":0.03815289324233517,"score_gpt":0.3162410324784025,"score_spread":0.27808813923606734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395680377","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005013732,0.0004567847,0.00011401159,0.00182189,0.0008994842,0.00015033015,0.0000030697647,0.00025731797,0.9962921],"genre_scores_gemma":[0.003430071,0.0003787716,0.000044465993,0.00011561993,0.0004741734,0.000002539714,0.000005314686,0.000016144624,0.9955329],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991731,0.000006956791,0.00011645619,0.00022643516,0.000315727,0.00016129744],"domain_scores_gemma":[0.9997058,0.00003002982,0.000031586325,0.00012442633,0.000041875217,0.00006626587],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012192717,0.00011689342,0.00010527159,0.00009142711,0.0002491712,0.00024363043,0.00021340184,0.00013384061,0.003336996],"category_scores_gemma":[0.000015761101,0.00009352079,0.00008188454,0.00004426691,0.00026451502,0.000083754465,0.000086356966,0.00014201854,0.0032062253],"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":[2.9290948e-7,0.0000027771698,8.099959e-7,0.000012125745,0.0000150038295,0.000010050865,0.00094039395,7.733594e-7,8.3095915e-7,0.95420414,0.037828103,0.0069847074],"study_design_scores_gemma":[0.000012482988,0.0000038738326,0.000004341194,0.00012827633,0.000033999677,1.3075436e-7,0.00032917067,0.0000023280402,1.6168795e-7,0.1523731,0.8469912,0.00012094653],"about_ca_topic_score_codex":0.00019287129,"about_ca_topic_score_gemma":0.0016364568,"teacher_disagreement_score":0.8091631,"about_ca_system_score_codex":0.000051653133,"about_ca_system_score_gemma":0.000057608348,"threshold_uncertainty_score":0.9975741},"labels":[],"label_agreement":null},{"id":"W4395680568","doi":"10.5670/oceanog.2024.231","title":"Sharing and Adapting the Homeowner’s Handbook to Prepare for Natural Hazards","year":2024,"lang":"en","type":"article","venue":"Oceanography","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Strong; Hawai'i Sea Grant, University of Hawai'i; Canadian Institute for Theoretical Astrophysics","keywords":"Outreach; Public relations; Work (physics); Natural hazard; Natural disaster; Community education; Hazard; Business; Natural resource; Political science; Engineering; Sociology; Geography; Pedagogy; Meteorology; Ecology","score_opus":0.017564082084783324,"score_gpt":0.30607030976118405,"score_spread":0.2885062276764007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395680568","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":[0.86137563,0.014208183,0.002824718,0.008769338,0.0025463009,0.0019046079,0.000014346897,0.000568507,0.10778834],"genre_scores_gemma":[0.9896365,0.00009677149,0.00033702262,0.00025123812,0.0002502058,0.000030515022,0.0000014839877,0.000008388669,0.0093878945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992232,0.00001930668,0.000082708255,0.0002442557,0.00018521398,0.00024532573],"domain_scores_gemma":[0.9997203,0.00007379526,0.000014259148,0.00010806449,0.000024716514,0.00005890526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003583814,0.00007259914,0.000063735446,0.00011196044,0.0005645377,0.0005496843,0.00025698825,0.000023124034,0.000013287215],"category_scores_gemma":[0.00003847718,0.00004643524,0.00007970407,0.00042047884,0.00014640208,0.00020187386,0.00010349096,0.000049793354,0.0000043716536],"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":[0.0000796844,0.000042588148,0.040809676,0.0004509753,0.00027215542,0.000014635202,0.16275375,0.000049069724,0.00022224954,0.30750775,0.19670199,0.2910955],"study_design_scores_gemma":[0.00011358417,0.000051660645,0.0014256864,0.00028435577,0.000047306632,5.900441e-7,0.014795021,0.002647216,0.00003611432,0.006336818,0.974043,0.00021861876],"about_ca_topic_score_codex":0.000029408131,"about_ca_topic_score_gemma":0.00042259748,"teacher_disagreement_score":0.77734107,"about_ca_system_score_codex":0.000009520767,"about_ca_system_score_gemma":0.000019323692,"threshold_uncertainty_score":0.53006184},"labels":[],"label_agreement":null},{"id":"W4395955857","doi":"10.18280/ijsdp.190427","title":"Community Engagement for Disaster Preparedness in Rural Areas of Mount Merapi, Indonesia","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Islam Indonesia; Universitas Gadjah Mada","keywords":"Preparedness; Disaster mitigation; Mount; Emergency management; Environmental planning; Lahar; Geography; Political science; Economic growth; Engineering; Geology; Volcano; Seismology; Economics","score_opus":0.03495184644766616,"score_gpt":0.3321867268303657,"score_spread":0.2972348803826995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395955857","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":[0.99448186,0.00049351365,0.0014514077,0.0005104091,0.0004648155,0.00016619431,0.000001123623,0.0000067845945,0.0024238713],"genre_scores_gemma":[0.9979159,0.00003925648,0.00050568493,0.00003618658,0.0000854592,0.000009378108,0.0000053626304,0.0000045280794,0.0013982025],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99894756,0.00010670125,0.0003442527,0.00006015927,0.0003681788,0.00017312706],"domain_scores_gemma":[0.9993209,0.00018841971,0.00012545577,0.000032285752,0.00029205496,0.000040839717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017806176,0.00007124659,0.00012169381,0.0003676269,0.00016338778,0.00017852269,0.00030364483,0.00003015982,0.0000149006655],"category_scores_gemma":[0.00010056595,0.00006092759,0.00003511914,0.0001421191,0.00006146297,0.0004953589,0.0000994883,0.00014664093,3.038771e-7],"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":[0.0004081622,0.00017278937,0.058795366,0.00036246772,0.00033963565,0.0005042666,0.8487638,0.00054102024,0.000057643127,0.055475198,0.001714542,0.032865062],"study_design_scores_gemma":[0.0005874024,0.000050298633,0.031632233,0.00081955886,0.000016371027,0.000005629484,0.8760419,0.00019091294,0.00008867416,0.0028363683,0.087597616,0.00013306738],"about_ca_topic_score_codex":0.00018911442,"about_ca_topic_score_gemma":0.00004908266,"teacher_disagreement_score":0.08588308,"about_ca_system_score_codex":0.0003011632,"about_ca_system_score_gemma":0.00026085266,"threshold_uncertainty_score":0.2484555},"labels":[],"label_agreement":null},{"id":"W4395955964","doi":"10.18280/ijsdp.190411","title":"An Application of the Stakeholder Theory and Proactive-Reactive Disaster Management Principles to Study Climate Trends, Disaster Impacts, and Strategies for the Resilient Tourism Industry in Pokhara, Nepal","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Asian Institute of Technology","keywords":"Tourism; Stakeholder; Emergency management; Business; Environmental planning; Environmental resource management; Stakeholder theory; Stakeholder engagement; Climate change; Geography; Environmental science; Political science; Economics; Economic growth","score_opus":0.0289573669931553,"score_gpt":0.3343788835251934,"score_spread":0.3054215165320381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395955964","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":[0.995935,0.0004018405,0.001056473,0.00059678516,0.00012316258,0.000553973,0.000002967436,0.000004369921,0.0013254086],"genre_scores_gemma":[0.9988252,0.00003775329,0.00019080845,0.000044301167,0.000071646136,0.00003858942,0.0000011723658,0.00000546351,0.0007850924],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989672,0.00009997132,0.00026318425,0.0001503982,0.00033669558,0.00018258441],"domain_scores_gemma":[0.999494,0.00016270249,0.00012681852,0.000056232246,0.00011017371,0.0000500517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014898648,0.00009258415,0.0000972746,0.00023238825,0.00021000639,0.00039291178,0.00024266924,0.000043175023,0.0000040794584],"category_scores_gemma":[0.00002742671,0.000054636384,0.000017214776,0.00016547205,0.00009446856,0.0005973625,0.00014899447,0.0001697053,6.8059926e-8],"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":[0.0009006996,0.00024686562,0.09874998,0.00015439122,0.0005013611,0.00015345143,0.630543,0.0006116065,0.00004174489,0.13299377,0.00007838176,0.13502479],"study_design_scores_gemma":[0.00027366728,0.000054179738,0.34359342,0.00012910752,0.000030377045,0.0000023898085,0.6509351,0.00008899213,0.000017643035,0.0014564429,0.003354758,0.0000639296],"about_ca_topic_score_codex":0.000036284113,"about_ca_topic_score_gemma":0.00006927805,"teacher_disagreement_score":0.24484345,"about_ca_system_score_codex":0.00007778506,"about_ca_system_score_gemma":0.00007856888,"threshold_uncertainty_score":0.37888575},"labels":[],"label_agreement":null},{"id":"W4395956420","doi":"10.18280/ijsdp.190432","title":"Assessing Vulnerability and Social Capital for Disaster Mitigation and Recovery in Palu City, Indonesia","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Social capital; Vulnerability index; Social vulnerability; Business; Natural disaster; Population; Resilience (materials science); Environmental planning; Geography; Environmental resource management; Psychological resilience; Environmental health; Computer security; Sociology; Computer science; Economics; Psychology; Medicine; Social science; Climate change","score_opus":0.026614285185499072,"score_gpt":0.33968049393761063,"score_spread":0.31306620875211155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395956420","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":[0.995461,0.0004806266,0.0014571875,0.0012629444,0.0003027093,0.000104280356,7.131123e-7,0.0000056744584,0.0009248476],"genre_scores_gemma":[0.99846816,0.000037233323,0.00073751213,0.000045576704,0.00019673216,0.0000041270305,0.0000036761637,0.000003445241,0.00050354947],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992435,0.000041886007,0.000222469,0.000109550296,0.00023652831,0.00014606521],"domain_scores_gemma":[0.9995677,0.00016526584,0.00007695145,0.000010762037,0.0001457672,0.000033559583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010786891,0.00006163921,0.00009116465,0.00023787195,0.0002125043,0.00081034936,0.00007594453,0.00004030347,0.000005024308],"category_scores_gemma":[0.00007985496,0.00005552829,0.000017038086,0.000074621435,0.00008860553,0.0012447108,0.00005789487,0.00008972515,9.2795545e-8],"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":[0.00020608064,0.000057461188,0.31295902,0.00041613603,0.00017306829,0.00065119885,0.46878782,0.00005403108,0.000065458014,0.033963334,0.00046065546,0.18220574],"study_design_scores_gemma":[0.00069294934,0.00003700439,0.4052315,0.0004124605,0.000019799656,0.000016985827,0.56152105,0.0002687407,0.000035054618,0.017030204,0.014533644,0.0002006211],"about_ca_topic_score_codex":0.000028021219,"about_ca_topic_score_gemma":0.000023945671,"teacher_disagreement_score":0.18200512,"about_ca_system_score_codex":0.00010809334,"about_ca_system_score_gemma":0.0001548643,"threshold_uncertainty_score":0.7814217},"labels":[],"label_agreement":null},{"id":"W4396230885","doi":"10.1145/3637294","title":"Aftermath: Infrastructure, Resources, and Organizational Adaptation in the Wake of Disaster","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Disaster Management and Resilience","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":"University of Toronto","funders":"","keywords":"Context (archaeology); Adaptation (eye); Public relations; Disaster response; Disaster recovery; Political science; Informatics; Knowledge management; Emergency management; Business; Geography; Psychology","score_opus":0.02948599250610653,"score_gpt":0.312986866215426,"score_spread":0.2835008737093195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396230885","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":[0.98939973,0.000024260753,0.000057673868,0.001608185,0.0003676149,0.00018591178,0.000001195432,0.00001809675,0.008337322],"genre_scores_gemma":[0.9990961,0.00001150268,0.00026465164,0.0001352365,0.00019908532,0.000005379135,0.0000010343525,0.000005644087,0.00028138448],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99922925,0.00002399681,0.00018964459,0.00014704635,0.0003210926,0.00008895508],"domain_scores_gemma":[0.999621,0.00009039661,0.00010836535,0.00009910716,0.0000688701,0.0000122786005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028766063,0.00007036782,0.00007428313,0.000118864235,0.00012306869,0.0001917414,0.00058455725,0.00003254219,0.000027421862],"category_scores_gemma":[0.00008417292,0.00004246355,0.000032800992,0.00030887045,0.00013852485,0.00043282955,0.00018766632,0.00011798715,0.0000023990758],"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":[0.00010574496,0.0002136207,0.026339283,0.0006200079,0.00008418562,0.0000016017162,0.64665335,0.0003657359,0.0073562916,0.23140761,0.022382554,0.06446999],"study_design_scores_gemma":[0.0008218817,0.00044111407,0.65739995,0.0028347343,0.00013862214,0.000020824493,0.10883197,0.014961124,0.0022751521,0.1402393,0.07146829,0.0005670177],"about_ca_topic_score_codex":0.00005821163,"about_ca_topic_score_gemma":0.00004685427,"teacher_disagreement_score":0.63106066,"about_ca_system_score_codex":0.00003112611,"about_ca_system_score_gemma":0.000008734843,"threshold_uncertainty_score":0.18489668},"labels":[],"label_agreement":null},{"id":"W4396235159","doi":"10.53555/sfs.v10i1.2643","title":"Ethnographic Approaches In Disaster Management Among Indian States- A Comparative Study","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Traditional knowledge; Ethnography; Preparedness; Natural disaster; Natural (archaeology); Emergency management; Sociology; Environmental ethics; Public relations; Political science; Geography; Environmental planning; Engineering ethics; Engineering; Ecology; Anthropology; Law","score_opus":0.38354212168994567,"score_gpt":0.35906603052539754,"score_spread":0.02447609116454813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396235159","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":[0.9833124,0.000033687276,0.0000050473554,0.00042204623,0.00037583307,0.0003897519,0.0000019312681,0.000014291163,0.015444996],"genre_scores_gemma":[0.99898505,0.0001330041,0.000046908193,0.000021783517,0.00002806458,0.00001362136,0.0000011931395,0.000003936593,0.00076644006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99653935,0.001206921,0.00055083586,0.0002465985,0.0009957126,0.0004606043],"domain_scores_gemma":[0.9991351,0.00033546795,0.0002805646,0.00010699515,0.00005254419,0.00008936428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010866783,0.0001276913,0.0003048831,0.0010625118,0.0003167455,0.0003749009,0.00090037804,0.000038952472,0.000037912654],"category_scores_gemma":[0.0001025167,0.00009809015,0.000054596425,0.005139524,0.0016413673,0.0012474647,0.0001569652,0.00020580778,0.000007656464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022763074,0.00017656929,0.83941406,0.00000914395,0.000016114564,0.00008156751,0.15799715,0.00061175536,1.8623352e-7,0.000091536334,0.0005789621,0.0010002115],"study_design_scores_gemma":[0.00022309362,0.00013208356,0.6314745,0.000039025294,0.0000030563288,1.6118574e-7,0.3673211,0.000035385397,3.328979e-7,0.0004645972,0.00022721224,0.00007942316],"about_ca_topic_score_codex":0.0031523183,"about_ca_topic_score_gemma":0.16195792,"teacher_disagreement_score":0.20932397,"about_ca_system_score_codex":0.000056569057,"about_ca_system_score_gemma":0.00007147996,"threshold_uncertainty_score":0.8533342},"labels":[],"label_agreement":null},{"id":"W4396531194","doi":"10.22215/etd/2023-15927","title":"The Climate Virus: Garnering Lessons from COVID-19 Towards Urgent Climate Action in Canada","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Action (physics); Political science; Climate change; Geography; Virology; Climatology; Environmental planning; Medicine; Oceanography; Geology; Physics","score_opus":0.06744559315825822,"score_gpt":0.38667503285104826,"score_spread":0.31922943969279005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396531194","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":[0.67356664,0.0005481805,0.000013290733,0.008586625,0.0120146675,0.0011903031,0.00017333814,0.0003480302,0.30355892],"genre_scores_gemma":[0.88339853,0.048555017,0.000022258424,0.0010633393,0.00044403132,0.00025584764,0.0009837175,0.00007033749,0.065206945],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9977292,0.00016869816,0.0003401944,0.00038668083,0.0007296808,0.0006455818],"domain_scores_gemma":[0.9991007,0.00022674951,0.00019535581,0.00021533993,0.000031560427,0.0002303295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007193008,0.00018784004,0.0002013907,0.000095424075,0.0011203483,0.0002850617,0.0005517905,0.00011702566,0.0004706489],"category_scores_gemma":[0.000288648,0.00014380142,0.00007075833,0.00042241852,0.000056496327,0.00014478581,0.00008782705,0.00021135372,0.000073940675],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010530334,0.00022712682,0.021902174,0.0017916325,0.0005072119,0.000443053,0.17214249,0.0034382942,0.0004971021,0.07628746,0.15094757,0.5707629],"study_design_scores_gemma":[0.000254786,0.000007960309,0.049382918,0.00014435593,0.000058597398,5.350037e-8,0.5846991,0.0003463779,0.000063085645,0.0009679816,0.36357468,0.00050008245],"about_ca_topic_score_codex":0.99380594,"about_ca_topic_score_gemma":0.9999345,"teacher_disagreement_score":0.5702628,"about_ca_system_score_codex":0.0012451035,"about_ca_system_score_gemma":0.0029840153,"threshold_uncertainty_score":0.86169267},"labels":[],"label_agreement":null},{"id":"W4396593947","doi":"10.2139/ssrn.4813710","title":"Examining Lessons Learned from the Covid-19 Response to Inform Nuclear Emergency Management","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories; Atomic Energy (Canada)","funders":"","keywords":"Emergency response; Coronavirus disease 2019 (COVID-19); Emergency management; Disaster response; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Business; Political science; Psychology; Medical emergency; Medicine; Virology; Pathology; Law; Outbreak","score_opus":0.08255023654896392,"score_gpt":0.3696841724317688,"score_spread":0.2871339358828049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396593947","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":[0.42843562,0.0051538334,0.0028033864,0.4090262,0.005968501,0.0017405874,0.00004117124,0.00044528232,0.14638539],"genre_scores_gemma":[0.8489676,0.029557317,0.00013978388,0.0021190445,0.0012253055,0.000051819807,0.000009520294,0.000071714014,0.11785789],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99467576,0.00069449435,0.00050844817,0.0005970871,0.001115733,0.0024084651],"domain_scores_gemma":[0.998569,0.00019117723,0.00026472568,0.00055477663,0.00006134653,0.00035897686],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009117326,0.00031601085,0.0002659725,0.00028398554,0.0017845501,0.00072584406,0.0022970268,0.00019695917,0.00074279343],"category_scores_gemma":[0.0005453305,0.000239981,0.0002352707,0.0006562183,0.00017176163,0.00014292392,0.0022424906,0.003515994,0.000712329],"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":[0.0007422439,0.00007742154,0.00041790755,0.00007967435,0.0012079886,0.0000867822,0.08499546,0.0011710998,0.000032438544,0.72387314,0.049142886,0.13817297],"study_design_scores_gemma":[0.00015229863,0.00007110922,0.0005519403,0.00007673414,0.00014135188,0.0000031912623,0.10340968,0.000018586235,1.8469139e-7,0.39371958,0.50159204,0.00026332945],"about_ca_topic_score_codex":0.0018200754,"about_ca_topic_score_gemma":0.011240475,"teacher_disagreement_score":0.45244914,"about_ca_system_score_codex":0.002408472,"about_ca_system_score_gemma":0.0033172383,"threshold_uncertainty_score":0.999515},"labels":[],"label_agreement":null},{"id":"W4396670054","doi":"10.46743/2160-3715/2024.6167","title":"Online Criticism of Parents After Child Accidents: A Reflexive Thematic Analysis","year":2024,"lang":"en","type":"article","venue":"The Qualitative Report","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":"University of Alberta; University of Saskatchewan","funders":"","keywords":"Reflexivity; Criticism; Thematic analysis; Psychology; Thematic map; Sociology; Qualitative research; Geography; Literature; Art; Cartography; Social science","score_opus":0.09303071081267024,"score_gpt":0.5328710377535711,"score_spread":0.4398403269409009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396670054","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":[0.87883145,0.0010126386,0.0038407664,0.0048250384,0.00032299967,0.0004086297,0.000024509562,0.0000868037,0.11064718],"genre_scores_gemma":[0.985095,0.00006467779,0.00017674947,0.00012304778,0.000075808355,0.00003152538,0.0000117567115,0.0000071696873,0.014414244],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99783,0.0006146695,0.00045426236,0.00023703581,0.0006634272,0.00020060966],"domain_scores_gemma":[0.9989716,0.0004458739,0.00015105835,0.00026491634,0.000118992815,0.00004758253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002482279,0.00009898918,0.00023522829,0.0001606956,0.00015813769,0.000083638966,0.00027280668,0.00003142333,0.00033026803],"category_scores_gemma":[0.00047777506,0.00006018665,0.0002146945,0.0011625456,0.00050981186,0.00021503636,0.00008108976,0.00009633705,0.000037354937],"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":[0.000042535426,0.00031645747,0.0023587984,0.00023437358,0.0022212435,0.00035896455,0.9329611,0.000011962208,0.000016632092,0.057206474,0.00077453634,0.0034969144],"study_design_scores_gemma":[0.00012506467,0.00008367028,0.020604301,0.0007352691,0.0017823131,0.000007730701,0.89421886,0.00022626699,0.00005398827,0.0749603,0.006884007,0.00031824733],"about_ca_topic_score_codex":0.0005737494,"about_ca_topic_score_gemma":0.0007289266,"teacher_disagreement_score":0.106263585,"about_ca_system_score_codex":0.000039242244,"about_ca_system_score_gemma":0.000051118506,"threshold_uncertainty_score":0.3616203},"labels":[],"label_agreement":null},{"id":"W4396863821","doi":"10.1007/s13753-024-00558-6","title":"“If Somebody Needed Help, I Went Over”: Social Capital and Therapeutic Communities of Older Adult Farmers in British Columbia Floods","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Social capital; Agency (philosophy); Flood myth; Population; Disaster recovery; Public relations; Business; Economic growth; Psychology; Sociology; Political science; Geography; Social science; Economics","score_opus":0.009730477535757983,"score_gpt":0.29735887412035394,"score_spread":0.28762839658459594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396863821","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":[0.99512494,0.00033867435,0.00011562229,0.0006287547,0.0014183824,0.00010455469,0.00001842649,0.000009668785,0.0022409528],"genre_scores_gemma":[0.99864155,0.0005047955,0.000060618346,0.00013264145,0.0002200162,0.0000024203173,7.125383e-7,0.0000064071655,0.00043084257],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9977914,0.00014118273,0.00041181926,0.00014702091,0.0012608098,0.0002477827],"domain_scores_gemma":[0.99918896,0.00010869582,0.00022826444,0.00006530049,0.0003275616,0.000081240534],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001094297,0.00007743067,0.00016499183,0.000265712,0.00027975003,0.0013929859,0.0009490936,0.000039141858,0.00015705034],"category_scores_gemma":[0.00006699038,0.00009053591,0.000090331945,0.0004211464,0.0018114424,0.0008402345,0.00018069433,0.00021656085,0.0000025063089],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044999175,0.00031590412,0.43008098,0.000052948257,0.00018004393,0.000092398135,0.41616464,0.00006397501,0.00070150994,0.0068124747,0.0006655805,0.14482455],"study_design_scores_gemma":[0.000878618,0.00012376136,0.46709406,0.00058696896,0.00004692648,0.000024938541,0.5225517,0.0009163165,0.000027159365,0.0066215796,0.0009060922,0.00022186841],"about_ca_topic_score_codex":0.024857422,"about_ca_topic_score_gemma":0.058190126,"teacher_disagreement_score":0.14460269,"about_ca_system_score_codex":0.00012692927,"about_ca_system_score_gemma":0.00022863776,"threshold_uncertainty_score":0.9996437},"labels":[],"label_agreement":null},{"id":"W4398204107","doi":"10.4000/11pd6","title":"Sécheresse : urgence climatique ou urgence de la planification ? Perception du management de crise en Belgique","year":2023,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Université de Liège; Fédération Wallonie-Bruxelles; Fonds pour la Formation à la Recherche dans l’Industrie et dans l’Agriculture; Fonds De La Recherche Scientifique - FNRS","keywords":"Political science; Humanities; Art","score_opus":0.016340287399520828,"score_gpt":0.3061277491798472,"score_spread":0.2897874617803264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398204107","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":[0.8260605,0.0006869975,0.03348197,0.021434272,0.001553521,0.00087695284,0.00001730996,0.00045817308,0.11543031],"genre_scores_gemma":[0.93891317,0.015180641,0.0015270944,0.00038422056,0.0003018864,0.00011736908,0.000017036473,0.000023816441,0.04353479],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716353,0.0009668434,0.0003077381,0.00043291316,0.00043329646,0.00069570367],"domain_scores_gemma":[0.9990833,0.00023621312,0.00011451242,0.0003044538,0.00004358804,0.00021795281],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017680705,0.0002009226,0.00015152052,0.0001499417,0.00044719022,0.00018564501,0.00062055216,0.0002333898,0.000786934],"category_scores_gemma":[0.00013526,0.00021835242,0.00010106286,0.0010167352,0.00040783655,0.00049132144,0.00019283505,0.0002138443,0.0014094465],"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":[0.00004798461,0.00038695364,0.05629364,0.0006859825,0.0000840362,0.00022840248,0.09311352,0.0019798419,0.0022234584,0.70061386,0.09336026,0.05098206],"study_design_scores_gemma":[0.0003258598,0.00007055971,0.4511318,0.00041151425,0.00015865208,0.0000071089903,0.045573663,0.015021634,0.00017624685,0.020944301,0.46559253,0.00058613374],"about_ca_topic_score_codex":0.00083313603,"about_ca_topic_score_gemma":0.0002953237,"teacher_disagreement_score":0.67966956,"about_ca_system_score_codex":0.00035610053,"about_ca_system_score_gemma":0.00010641921,"threshold_uncertainty_score":0.9993681},"labels":[],"label_agreement":null},{"id":"W4398270408","doi":"10.7910/dvn/itvlik/fscqo0","title":".Rhistory","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural disaster; Natural (archaeology); Environmental science; Computer science; Geography; Meteorology; Archaeology","score_opus":0.022549937886161647,"score_gpt":0.27159020977741277,"score_spread":0.24904027189125114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398270408","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.715575e-7,0.0000010481195,0.0000071970576,0.000045414163,0.0013808968,0.00020872151,0.96013516,0.0000725566,0.03814833],"genre_scores_gemma":[0.0000030910235,0.00060888834,0.00004332536,0.0010570757,0.0006848855,0.00001000129,0.9878465,0.000008288583,0.009737928],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984064,0.00015214538,0.00016500671,0.00038693572,0.0005830423,0.0003064765],"domain_scores_gemma":[0.9990166,0.000039803388,0.0001232956,0.0005856733,0.000028065597,0.00020657947],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026694027,0.00016615771,0.00020121166,0.000091720605,0.0003509136,0.0001495599,0.0012450989,0.00016591538,0.038067747],"category_scores_gemma":[0.00026905787,0.00017129963,0.00008685024,0.00019592445,0.00040388113,0.0002957855,0.00041895328,0.00025539284,0.46704757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000752924,0.000029023799,0.0000016219547,0.000052995296,0.000020212434,0.00008006532,0.000403487,2.683823e-7,4.7782055e-7,0.00047451537,0.99855506,0.000374731],"study_design_scores_gemma":[0.00009114357,0.000013199227,0.000006374545,0.000026064843,0.000066429544,1.5171868e-7,0.00093590526,6.873837e-7,1.4774236e-7,0.000032857497,0.9986156,0.00021141085],"about_ca_topic_score_codex":0.0019637672,"about_ca_topic_score_gemma":0.0025129064,"teacher_disagreement_score":0.4289798,"about_ca_system_score_codex":0.00010766087,"about_ca_system_score_gemma":0.0002233066,"threshold_uncertainty_score":0.9628116},"labels":[],"label_agreement":null},{"id":"W4398278044","doi":"10.7910/dvn/itvlik/iwmh2l","title":"A8C393EF","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural (archaeology); Natural disaster; Geography; Meteorology; Archaeology","score_opus":0.023373145240831582,"score_gpt":0.28292462235918153,"score_spread":0.25955147711834997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398278044","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000011643781,5.923144e-7,0.000009122304,0.0000752693,0.0010827205,0.00025261997,0.9721605,0.00007806074,0.026339918],"genre_scores_gemma":[0.00000544037,0.0007523812,0.000055299584,0.0011241431,0.0007708418,0.000011161279,0.99112314,0.000009156204,0.0061484603],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982608,0.00014360932,0.00018296167,0.00041951047,0.0006293693,0.0003637808],"domain_scores_gemma":[0.9989545,0.000046668272,0.00012446097,0.0006185969,0.00003075019,0.00022507206],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026491776,0.00018605274,0.00021910286,0.000086328175,0.00034763775,0.00026002512,0.0013835023,0.00017726056,0.040884096],"category_scores_gemma":[0.00029188872,0.00018277102,0.00009189879,0.0002625178,0.00033252058,0.00033612878,0.00053561927,0.0002527662,0.5070839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008338781,0.000029650562,0.0000021156964,0.000048476915,0.00002573501,0.00008896396,0.00030858233,3.86637e-7,4.550214e-7,0.0006639048,0.9983396,0.00048382345],"study_design_scores_gemma":[0.00011121208,0.000015834901,0.000010236675,0.000032411954,0.000072607334,2.0900197e-7,0.0012031873,0.0000011791487,2.4539793e-7,0.00005606204,0.9982671,0.00022967461],"about_ca_topic_score_codex":0.0016774711,"about_ca_topic_score_gemma":0.0019556703,"teacher_disagreement_score":0.4661998,"about_ca_system_score_codex":0.000054061165,"about_ca_system_score_gemma":0.0001773838,"threshold_uncertainty_score":0.95999265},"labels":[],"label_agreement":null},{"id":"W4398280503","doi":"10.7910/dvn/itvlik/lolwvk","title":"exclude","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural (archaeology); Natural disaster; Psychology; Geography; Meteorology; Archaeology","score_opus":0.027358077618815334,"score_gpt":0.28993935829405093,"score_spread":0.2625812806752356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398280503","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000011550006,4.6514842e-7,0.000010929176,0.00008711871,0.0010184232,0.00024323762,0.97256774,0.000075473494,0.025995474],"genre_scores_gemma":[0.000004044121,0.0011044508,0.0000583865,0.0013129503,0.0007766808,0.000011774422,0.99102664,0.00000896424,0.0056960904],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982964,0.00014166642,0.00017894804,0.0004059145,0.000622078,0.00035503288],"domain_scores_gemma":[0.99898195,0.00004589909,0.00012014502,0.000603862,0.000028217284,0.00021994574],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025924237,0.00018020737,0.00021141523,0.0000845986,0.00032849942,0.00025699628,0.0013776275,0.00016916514,0.03944263],"category_scores_gemma":[0.0002863993,0.00017709304,0.000087488086,0.00024941328,0.00031973954,0.00032828786,0.0005471253,0.00024159056,0.48260003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007951141,0.000028468885,0.000002593956,0.00004841897,0.000024154273,0.00008856192,0.00033093666,4.3821146e-7,5.36042e-7,0.00054507266,0.99851847,0.00040442898],"study_design_scores_gemma":[0.000108864864,0.000014424354,0.0000097458715,0.000032444797,0.00006733879,2.0252816e-7,0.001205359,0.0000011758851,3.545731e-7,0.00005696274,0.99828076,0.00022237102],"about_ca_topic_score_codex":0.0020702512,"about_ca_topic_score_gemma":0.0027019847,"teacher_disagreement_score":0.4431574,"about_ca_system_score_codex":0.000053295662,"about_ca_system_score_gemma":0.00016749857,"threshold_uncertainty_score":0.96143544},"labels":[],"label_agreement":null},{"id":"W4398281159","doi":"10.7910/dvn/itvlik/g2lfpl","title":"all data for CH.tab","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural disaster; Natural (archaeology); Computer science; Environmental science; Geography; Meteorology; Archaeology","score_opus":0.07170401615844904,"score_gpt":0.3342087633838296,"score_spread":0.26250474722538053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398281159","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.7689722e-7,0.0000013513271,0.000111743255,0.0002037399,0.0014212742,0.0007285949,0.9942242,0.00006972299,0.0032389811],"genre_scores_gemma":[0.0000014310311,0.00077435025,0.00040611086,0.0018503354,0.0016687496,0.00003185231,0.99229574,0.000015584363,0.0029558558],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777883,0.00010933506,0.00025157112,0.00080019596,0.0005779754,0.0004821038],"domain_scores_gemma":[0.99736553,0.00012681674,0.00018186381,0.002053668,0.000042272863,0.00022982068],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061835226,0.00023147771,0.00029247446,0.00008077599,0.0003316793,0.00045148502,0.0044666384,0.00019427668,0.007114965],"category_scores_gemma":[0.00078874547,0.00022552181,0.000079809,0.00018427771,0.00028728094,0.00074966263,0.0019602012,0.00019991137,0.09753933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026380729,0.00004464961,0.0000011312809,0.00012865264,0.000069889815,0.000024529896,0.00017842141,4.197348e-7,5.4755964e-7,0.00049253495,0.9983221,0.00071068876],"study_design_scores_gemma":[0.00026610374,0.000022417827,0.0000027700578,0.000036230456,0.00021935768,1.8529119e-7,0.0010671279,0.000027236727,1.9324682e-7,0.00007024266,0.9979959,0.00029223622],"about_ca_topic_score_codex":0.0017534056,"about_ca_topic_score_gemma":0.0028948253,"teacher_disagreement_score":0.09042437,"about_ca_system_score_codex":0.000045881814,"about_ca_system_score_gemma":0.00023186601,"threshold_uncertainty_score":0.99379265},"labels":[],"label_agreement":null},{"id":"W4398348032","doi":"10.7910/dvn/itvlik/a8827u","title":"1230C5EC","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural disaster; Natural (archaeology); Environmental science; Geography; Meteorology; Archaeology","score_opus":0.023382229599572733,"score_gpt":0.28241023816487854,"score_spread":0.2590280085653058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398348032","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000001369764,5.8549233e-7,0.000009557712,0.00006645351,0.0010789643,0.00025663892,0.975414,0.0000781887,0.023094242],"genre_scores_gemma":[0.0000055899513,0.00071509404,0.00005492324,0.0010902911,0.00077605166,0.000011774732,0.99124044,0.000009264506,0.0060965484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825835,0.0001442825,0.00018476459,0.0004189456,0.0006294309,0.00036425283],"domain_scores_gemma":[0.9989536,0.00004785882,0.00012478292,0.00061798963,0.000030620497,0.00022518246],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026083546,0.00018659813,0.00021900001,0.000086597065,0.00033772402,0.00026599193,0.0013823021,0.00017702048,0.039545476],"category_scores_gemma":[0.00030030342,0.0001828605,0.00009206565,0.00026296268,0.00033616956,0.00033701246,0.00052721496,0.000254382,0.51862377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008222791,0.000028917484,0.0000025247882,0.00004984876,0.000025856092,0.00009193624,0.00026951652,4.0484406e-7,4.4175135e-7,0.0008160983,0.99827236,0.00043385473],"study_design_scores_gemma":[0.00011163682,0.000015722786,0.000007913919,0.000033309516,0.00007265754,2.149814e-7,0.0009608157,0.0000012977602,3.0819308e-7,0.00005504883,0.9985112,0.00022985123],"about_ca_topic_score_codex":0.0015158966,"about_ca_topic_score_gemma":0.0017994341,"teacher_disagreement_score":0.47907826,"about_ca_system_score_codex":0.0000551378,"about_ca_system_score_gemma":0.00018321967,"threshold_uncertainty_score":0.9613325},"labels":[],"label_agreement":null},{"id":"W4398397023","doi":"10.7910/dvn/itvlik/job4dc","title":"g1g15.zip","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural disaster; Natural (archaeology); Business; Computer science; Geography; Meteorology; Archaeology","score_opus":0.024252042633936037,"score_gpt":0.28363190589364856,"score_spread":0.2593798632597125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398397023","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000013608784,7.7288206e-7,0.0000144822725,0.00008863591,0.001227329,0.0002821643,0.9718384,0.00008488989,0.02646197],"genre_scores_gemma":[0.0000062496624,0.0007977834,0.00008101007,0.0012110863,0.0008544329,0.000013338237,0.9898423,0.000010742372,0.007183034],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980645,0.00016231115,0.00020330324,0.00046877636,0.0006943753,0.00040668744],"domain_scores_gemma":[0.9988375,0.000054087937,0.00014107906,0.00068590645,0.000034477176,0.00024695406],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003012617,0.00020967491,0.00024426862,0.00009784453,0.00036858485,0.00030185565,0.0015279026,0.00019586054,0.039138347],"category_scores_gemma":[0.00032529735,0.00020511837,0.00010262727,0.00029805384,0.00036530485,0.0003802853,0.0005929962,0.00028061573,0.47875747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009790401,0.00003221748,0.000003301756,0.00005707387,0.000029108644,0.00009974824,0.00033999016,5.0426627e-7,7.4950776e-7,0.0007411117,0.99817306,0.0005133667],"study_design_scores_gemma":[0.0001282251,0.000017902456,0.000009811889,0.00003822684,0.00008186269,2.5409676e-7,0.0013787545,0.0000016296009,3.417307e-7,0.00006130422,0.99802405,0.0002576272],"about_ca_topic_score_codex":0.0020505164,"about_ca_topic_score_gemma":0.0018865431,"teacher_disagreement_score":0.43961912,"about_ca_system_score_codex":0.000060277354,"about_ca_system_score_gemma":0.00019273954,"threshold_uncertainty_score":0.96174},"labels":[],"label_agreement":null},{"id":"W4398400077","doi":"10.7910/dvn/itvlik/bjeimz","title":"42566856","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural (archaeology); Natural disaster; Geography; Meteorology; Archaeology","score_opus":0.02345962686791751,"score_gpt":0.28306737837300466,"score_spread":0.25960775150508714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398400077","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000010097115,6.0294303e-7,0.000009420503,0.00007650975,0.0010872834,0.0002527536,0.9704697,0.00007750327,0.028025225],"genre_scores_gemma":[0.000005180446,0.00077073654,0.00005505227,0.0011194701,0.00078241265,0.000011683602,0.99096394,0.00000925393,0.006282291],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825037,0.00014538836,0.00018530288,0.00042031077,0.0006333536,0.00036526407],"domain_scores_gemma":[0.99895,0.000047346457,0.00012525311,0.0006204097,0.00003114532,0.00022582654],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002650071,0.00018697133,0.00021947133,0.000088305846,0.0003391798,0.00026834285,0.0013880936,0.00017832617,0.040604237],"category_scores_gemma":[0.0002993776,0.00018334626,0.00009264205,0.0002705633,0.00033326432,0.00033922095,0.0005288069,0.000254553,0.51014143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008411226,0.000029065719,0.0000024751605,0.00004931378,0.00002622756,0.00008854209,0.00031051852,4.079262e-7,4.5619993e-7,0.0006855385,0.9983154,0.00048367082],"study_design_scores_gemma":[0.000112654205,0.000015733405,0.000007910939,0.00003297121,0.00007309637,2.0862579e-7,0.0012151308,0.0000012653097,3.1104932e-7,0.000057570982,0.9982528,0.00023034977],"about_ca_topic_score_codex":0.0016868754,"about_ca_topic_score_gemma":0.0020156237,"teacher_disagreement_score":0.46953717,"about_ca_system_score_codex":0.000053726184,"about_ca_system_score_gemma":0.0001813045,"threshold_uncertainty_score":0.9602728},"labels":[],"label_agreement":null},{"id":"W4398463799","doi":"10.7910/dvn/itvlik/clrozc","title":"ch_geom.Rds","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural (archaeology); Natural disaster; Computer science; Geography; Meteorology; Archaeology","score_opus":0.021664680725799346,"score_gpt":0.28179289942001046,"score_spread":0.2601282186942111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398463799","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000017505064,8.2119425e-7,0.000008748482,0.00008777133,0.0012218191,0.00028794663,0.96904093,0.00008979772,0.02926041],"genre_scores_gemma":[0.0000072620633,0.0009012205,0.000049533053,0.0011204141,0.00092827756,0.000014927882,0.9892769,0.000010364897,0.0076911245],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800956,0.00015166559,0.00020712645,0.00047096793,0.0007323001,0.00042838606],"domain_scores_gemma":[0.99882567,0.000046586567,0.00014036479,0.00069359236,0.000037834452,0.0002559623],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003225041,0.00021431436,0.00024830346,0.00010100469,0.00037974105,0.00030230658,0.0015339304,0.00019938126,0.04500977],"category_scores_gemma":[0.000329465,0.00020945068,0.00010436769,0.0003178278,0.0003663293,0.00038389573,0.00062322617,0.00028397303,0.4665506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009416982,0.0000334776,0.0000026322136,0.000057565674,0.00003087239,0.000092123155,0.00033900057,7.466232e-7,5.197634e-7,0.0005487979,0.9982559,0.00062893954],"study_design_scores_gemma":[0.00013259542,0.00001932125,0.00000968146,0.00003771552,0.000080894555,2.560927e-7,0.0013211917,0.0000022279048,4.046424e-7,0.00005642529,0.99807733,0.00026195706],"about_ca_topic_score_codex":0.0021357697,"about_ca_topic_score_gemma":0.0023320403,"teacher_disagreement_score":0.42154083,"about_ca_system_score_codex":0.000060814054,"about_ca_system_score_gemma":0.00021576004,"threshold_uncertainty_score":0.95586324},"labels":[],"label_agreement":null},{"id":"W4398473717","doi":"10.7910/dvn/itvlik/lqfikt","title":"CA40175B","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural (archaeology); Natural disaster; Computer science; Geography; Meteorology; Archaeology","score_opus":0.02375296384994366,"score_gpt":0.28392642989638645,"score_spread":0.26017346604644276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398473717","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000001114593,6.0413316e-7,0.000008068197,0.00007184734,0.001090343,0.00025045895,0.97102326,0.000073263334,0.02748103],"genre_scores_gemma":[0.0000056786025,0.00074465486,0.000048244347,0.0010433898,0.0007570756,0.000011599373,0.99081296,0.000009084596,0.0065673194],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828666,0.00014092344,0.00017984508,0.00041269042,0.000617502,0.00036236134],"domain_scores_gemma":[0.998954,0.00004479015,0.00012379876,0.0006204483,0.000031158397,0.00022579102],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002474811,0.00018416978,0.0002173674,0.000085776745,0.00035156895,0.00026205895,0.001360917,0.0001751889,0.037458833],"category_scores_gemma":[0.00029263736,0.00018077297,0.00008847365,0.0002515302,0.00032987425,0.0003249868,0.00050977,0.00025042525,0.48277697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075827115,0.000026548887,0.0000025461202,0.00004857258,0.00002545704,0.000101305406,0.00034435937,4.3437728e-7,4.54496e-7,0.0005675729,0.9984444,0.00043081367],"study_design_scores_gemma":[0.000108274624,0.000014754643,0.000007905753,0.00003192066,0.00007328047,2.2601495e-7,0.0012744232,0.0000012005676,3.125759e-7,0.00004708871,0.9982135,0.00022710829],"about_ca_topic_score_codex":0.0026262857,"about_ca_topic_score_gemma":0.003079635,"teacher_disagreement_score":0.44531813,"about_ca_system_score_codex":0.00005731572,"about_ca_system_score_gemma":0.00019324341,"threshold_uncertainty_score":0.96342105},"labels":[],"label_agreement":null},{"id":"W4398474265","doi":"10.7910/dvn/itvlik/psu38r","title":"Disaster_events_dates_keeperL.tab","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural disaster; Natural (archaeology); Geography; Environmental resource management; Environmental science; Meteorology; Archaeology","score_opus":0.02063915542382391,"score_gpt":0.2827773796812504,"score_spread":0.2621382242574265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398474265","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004822127,0.0000011349055,0.000020333753,0.000086751104,0.001603598,0.0004172692,0.9876774,0.00010298802,0.010085693],"genre_scores_gemma":[0.000014428993,0.00076062727,0.000069589834,0.0011458113,0.0012259461,0.00002381005,0.98969483,0.000017867578,0.007047057],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973964,0.00023772311,0.00031037247,0.00063730375,0.00086266425,0.00055552635],"domain_scores_gemma":[0.99843264,0.00006279288,0.00019579445,0.0009253031,0.000041272433,0.00034218986],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003025001,0.0003056158,0.0003370636,0.000121332596,0.0004269695,0.0004280355,0.002005358,0.00022760178,0.032220963],"category_scores_gemma":[0.00028467097,0.00029897937,0.00014101497,0.00033961952,0.00044172423,0.0005852409,0.0009376632,0.00034940906,0.41900027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001575022,0.00007103895,0.000008355882,0.0000779984,0.00005143475,0.000102302954,0.00062331,5.958451e-7,7.636775e-7,0.00029067407,0.99785686,0.00090094865],"study_design_scores_gemma":[0.00020902033,0.000026918613,0.000013620142,0.00006945381,0.00012137502,4.6478203e-7,0.0019092496,0.0000022488375,4.3215175e-7,0.000066100496,0.9972179,0.00036321118],"about_ca_topic_score_codex":0.0015191671,"about_ca_topic_score_gemma":0.0021704938,"teacher_disagreement_score":0.3867793,"about_ca_system_score_codex":0.0000869695,"about_ca_system_score_gemma":0.00018321554,"threshold_uncertainty_score":0.99994624},"labels":[],"label_agreement":null},{"id":"W4398475443","doi":"10.7910/dvn/itvlik/mhbwrz","title":"Baccini and Leemann 202X.pdf","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural (archaeology); Natural disaster; Environmental science; Geography; Meteorology; Archaeology","score_opus":0.018063622032334713,"score_gpt":0.2710554385851664,"score_spread":0.2529918165528317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398475443","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012184222,0.0000025502356,0.0000050466974,0.00011008917,0.00075088796,0.00030203947,0.9767311,0.00004549581,0.022040613],"genre_scores_gemma":[0.000012902041,0.0013854413,0.000051048934,0.00094147475,0.0005712806,0.000011269155,0.9841995,0.000009395951,0.012817646],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831754,0.00013838311,0.00019928998,0.00050357176,0.00049164187,0.00034956704],"domain_scores_gemma":[0.99900645,0.00008600369,0.00012614354,0.0005025045,0.000027030717,0.00025189357],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029291958,0.00021162203,0.00025774864,0.00009223624,0.0003669869,0.00035804603,0.00086155103,0.0001762367,0.042797815],"category_scores_gemma":[0.00030910195,0.00020564011,0.0000608002,0.00021690111,0.0003367242,0.00044362893,0.00070931984,0.00025112357,0.3027743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012180624,0.000023883267,0.000016923876,0.00008409219,0.000032529017,0.00008682977,0.0003669105,2.1860794e-7,7.7704465e-7,0.00028653254,0.9984572,0.00063193345],"study_design_scores_gemma":[0.00017900944,0.000024933028,0.000077739445,0.000047309688,0.00009824354,6.265879e-7,0.0018787988,0.0000023257453,3.3060994e-7,0.000056181787,0.99738395,0.0002505514],"about_ca_topic_score_codex":0.0017734687,"about_ca_topic_score_gemma":0.0023455715,"teacher_disagreement_score":0.25997648,"about_ca_system_score_codex":0.00003423165,"about_ca_system_score_gemma":0.00011507343,"threshold_uncertainty_score":0.9580772},"labels":[],"label_agreement":null},{"id":"W4398478784","doi":"10.7910/dvn/itvlik/wyj4o4","title":"HEAD","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Head (geology); Natural disaster; Natural (archaeology); Computer science; Environmental science; Geography; Geology; Meteorology; Archaeology","score_opus":0.03031212269389051,"score_gpt":0.3105166874252965,"score_spread":0.280204564731406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398478784","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015421442,6.062883e-7,0.000008340713,0.000085345484,0.0010036436,0.0002394068,0.9747123,0.00007134321,0.023877462],"genre_scores_gemma":[0.0000054216066,0.00066275225,0.000051602605,0.0011498892,0.0007078132,0.000010301318,0.9919122,0.000008179832,0.0054918616],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837863,0.00013671447,0.00017140358,0.00038998664,0.00058025133,0.00034301955],"domain_scores_gemma":[0.9990385,0.00004190074,0.0001075879,0.000573534,0.000027161788,0.00021129247],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024136751,0.00017122248,0.00020700443,0.00007875179,0.0003168381,0.00023963515,0.0012283663,0.0001598018,0.03372699],"category_scores_gemma":[0.00024626323,0.00016786231,0.000083814164,0.0002450634,0.00030568187,0.00031027306,0.00046254174,0.00023396264,0.49263197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008729333,0.000029345767,0.0000029585344,0.00004775167,0.000021945623,0.000080030906,0.00028747172,3.6384725e-7,4.0946477e-7,0.0005591686,0.99838626,0.0005755481],"study_design_scores_gemma":[0.00011443407,0.000017068556,0.000010500346,0.000036937505,0.000057836263,1.9572705e-7,0.0009985297,0.0000011395971,2.266707e-7,0.00004864387,0.9985058,0.00020871105],"about_ca_topic_score_codex":0.0024953212,"about_ca_topic_score_gemma":0.004415884,"teacher_disagreement_score":0.45890498,"about_ca_system_score_codex":0.000050998377,"about_ca_system_score_gemma":0.00016799287,"threshold_uncertainty_score":0.9671563},"labels":[],"label_agreement":null},{"id":"W4398480879","doi":"10.7910/dvn/mypi19","title":"Replication Data for: The American Political Science Review during the COVID-19 Pandemic","year":2023,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McMaster University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Replication (statistics); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Politics; Political science; Biology; Medicine; Law; Infectious disease (medical specialty); Outbreak","score_opus":0.11881029313186485,"score_gpt":0.41995377220827873,"score_spread":0.30114347907641387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398480879","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010202209,0.000026316948,0.00007712529,0.003873252,0.0004936009,0.0014744707,0.993693,0.000106227,0.0002457934],"genre_scores_gemma":[0.00004181292,0.034726214,0.000026070331,0.009654334,0.00058517494,0.00019412447,0.9530735,0.000014613237,0.0016841635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965227,0.00026133875,0.0003205838,0.0010160651,0.0010525974,0.00082671863],"domain_scores_gemma":[0.99138325,0.0010354377,0.0003633882,0.006808567,0.00008322457,0.00032614224],"candidate_categories":["metaresearch","sts","open_science","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0074649067,0.00018594641,0.00025758284,0.00009911472,0.0024574883,0.00039339575,0.008968215,0.000048576665,0.00042450815],"category_scores_gemma":[0.014552871,0.00011003159,0.00007416508,0.0012205588,0.0042196126,0.00051164447,0.0027464747,0.00026864506,0.012066763],"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":[0.000008117031,0.000011392001,0.000043021868,0.00036200427,0.00001869694,0.0000031666189,0.000049315626,7.6601196e-7,0.0000010360177,0.0023421876,0.9966247,0.00053556834],"study_design_scores_gemma":[0.000073700125,0.000008724045,0.00036623835,0.0001310979,0.00019443835,0.0000028020409,0.0015506323,0.000020481612,6.9134174e-8,0.00013065015,0.9973599,0.00016130629],"about_ca_topic_score_codex":0.01447052,"about_ca_topic_score_gemma":0.008512679,"teacher_disagreement_score":0.04061952,"about_ca_system_score_codex":0.00035971342,"about_ca_system_score_gemma":0.0010366789,"threshold_uncertainty_score":0.99884117},"labels":[],"label_agreement":null},{"id":"W4398534620","doi":"10.7910/dvn/9atzw3","title":"Democratic Responsiveness Project Datasets","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Democracy; Computer science; Information retrieval; Political science; Law","score_opus":0.03159087032853431,"score_gpt":0.31475920400598056,"score_spread":0.28316833367744626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398534620","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000045904294,0.0000013427837,0.000016207989,0.000067905145,0.00090607494,0.000808358,0.994889,0.00008689868,0.0032196057],"genre_scores_gemma":[0.000004089418,0.0006775942,0.00011461753,0.00096635474,0.00050834374,0.000045807687,0.9951636,0.000016302312,0.0025032484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99691504,0.00062425324,0.0003240425,0.00070885255,0.0008981725,0.00052965124],"domain_scores_gemma":[0.9981611,0.00017233066,0.00023267898,0.0011678258,0.00005085061,0.00021524195],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006491098,0.0003108544,0.00037081522,0.00021569453,0.00057319336,0.00038560943,0.0020492717,0.00023038485,0.007270751],"category_scores_gemma":[0.0010968532,0.00029789703,0.000100456375,0.0005783988,0.0004759751,0.00064854854,0.00092917983,0.00035196976,0.13837267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007224952,0.00005706684,0.000002815339,0.00016970205,0.000050377956,0.00032472174,0.00036361266,8.0119565e-7,0.0000020179805,0.00019958429,0.9984317,0.00032535783],"study_design_scores_gemma":[0.00021383537,0.000039880695,0.000012075775,0.00010611329,0.00016319202,0.0000011331812,0.001840157,0.0000042908005,0.0000011728819,0.00006360516,0.99718016,0.00037437558],"about_ca_topic_score_codex":0.0024396547,"about_ca_topic_score_gemma":0.0030069358,"teacher_disagreement_score":0.13110192,"about_ca_system_score_codex":0.00009319668,"about_ca_system_score_gemma":0.00073871505,"threshold_uncertainty_score":0.9999473},"labels":[],"label_agreement":null},{"id":"W4398550481","doi":"10.7910/dvn/itvlik/f3kg5k","title":"commit-msg.sample","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Commit; Sample (material); Natural disaster; Natural (archaeology); Computer science; Geography; Chemistry; Database; Meteorology; Archaeology","score_opus":0.02755283914163756,"score_gpt":0.28699879166759795,"score_spread":0.25944595252596037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398550481","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000001402075,7.7695955e-7,0.00004670248,0.000103708575,0.001072335,0.00031166317,0.98572403,0.00009048277,0.012648875],"genre_scores_gemma":[0.000007885276,0.00065120327,0.00017743262,0.0013147753,0.0006949164,0.000015238733,0.99466205,0.000011871841,0.0024646465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798155,0.00020016087,0.00022932589,0.00046137723,0.0006953306,0.00043223752],"domain_scores_gemma":[0.99858814,0.00016223776,0.00015504003,0.0007966169,0.00003858493,0.00025938984],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033356974,0.00022464157,0.0002776331,0.00009513259,0.00047452378,0.0003270635,0.0017227086,0.00019325514,0.040203847],"category_scores_gemma":[0.0006321859,0.00022251616,0.000109267945,0.00030849478,0.00041459483,0.00037496185,0.0007233864,0.00031227779,0.29553202],"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":[0.000010673534,0.000043039992,0.000010926612,0.000060123322,0.000033811342,0.000053953056,0.00039717855,7.424198e-7,2.8989538e-7,0.0009503393,0.9978941,0.00054480723],"study_design_scores_gemma":[0.0001511807,0.000021113467,0.000013090597,0.000037597776,0.00008577086,1.7923854e-7,0.0016939713,0.0000032396217,3.1177922e-7,0.0001384473,0.99757904,0.00027607838],"about_ca_topic_score_codex":0.0072422805,"about_ca_topic_score_gemma":0.0062224967,"teacher_disagreement_score":0.25532818,"about_ca_system_score_codex":0.00006473235,"about_ca_system_score_gemma":0.0001750861,"threshold_uncertainty_score":0.9993686},"labels":[],"label_agreement":null},{"id":"W4398551519","doi":"10.7910/dvn/itvlik/tafwzl","title":"fsmonitor-watchman.sample","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Sample (material); Natural disaster; Natural (archaeology); Geography; Meteorology; Chemistry; Archaeology","score_opus":0.02527062185579191,"score_gpt":0.28777677934755597,"score_spread":0.26250615749176404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398551519","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000034155314,8.9174716e-7,0.000036467954,0.00008452244,0.001671565,0.0003367069,0.9899547,0.000102513244,0.0078092352],"genre_scores_gemma":[0.000012411115,0.0008565781,0.0001856581,0.0007630656,0.0012733616,0.000020152545,0.9940353,0.000014322164,0.0028391585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772763,0.00018723072,0.00024991782,0.00054477336,0.0007997035,0.0004907691],"domain_scores_gemma":[0.9985621,0.00014461331,0.00016811289,0.00079152343,0.00004533932,0.00028832693],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032197914,0.00025454353,0.00029098292,0.00010635929,0.0004888714,0.0003731246,0.001678626,0.0002233017,0.030808007],"category_scores_gemma":[0.00058561156,0.00025270734,0.00012225806,0.00032758364,0.00039064823,0.0004386621,0.0006788663,0.00032189168,0.29852137],"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":[0.000011860398,0.00004225677,0.000014820438,0.000063942534,0.000037624635,0.000065741995,0.00041906166,9.0283993e-7,6.256181e-7,0.00041709558,0.9984066,0.0005194914],"study_design_scores_gemma":[0.0001470568,0.000023541657,0.000018352857,0.000040895662,0.000094417526,1.8858543e-7,0.0019037958,0.0000021413207,7.776613e-7,0.00013377168,0.9973222,0.0003128647],"about_ca_topic_score_codex":0.007951864,"about_ca_topic_score_gemma":0.0029254528,"teacher_disagreement_score":0.26771337,"about_ca_system_score_codex":0.000080874095,"about_ca_system_score_gemma":0.00020233949,"threshold_uncertainty_score":0.9999925},"labels":[],"label_agreement":null},{"id":"W4398557841","doi":"10.7910/dvn/itvlik/nxernt","title":"VEC200_HOHEITSGEBIET_LV95.zip","year":2020,"lang":"de","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural disaster; Natural (archaeology); Geography; Meteorology; Archaeology","score_opus":0.023073445321305456,"score_gpt":0.2707134509964969,"score_spread":0.24764000567519145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398557841","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025024876,0.000009141692,0.000045762798,0.00020821152,0.004689824,0.0008797975,0.97298145,0.00016568137,0.02099513],"genre_scores_gemma":[0.00017909535,0.005165321,0.00015185522,0.002667506,0.0029657544,0.000034132496,0.97837955,0.00005051485,0.010406267],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99444234,0.00050333136,0.000726496,0.0014627787,0.0016786394,0.0011863887],"domain_scores_gemma":[0.9966792,0.00016873356,0.00053229154,0.001733922,0.00010608252,0.00077977596],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007005791,0.00074559316,0.00079406984,0.00022786931,0.00090340956,0.0008736229,0.003732137,0.0005364306,0.1262577],"category_scores_gemma":[0.0005937908,0.0007498846,0.0003563313,0.0010622342,0.0010673242,0.00086400646,0.0019817357,0.00084603013,0.9518787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007447158,0.00019915606,0.00002402761,0.00026790216,0.0002388602,0.00041979857,0.0015952252,0.000005393493,0.0000072772386,0.0017176174,0.99443924,0.0010110156],"study_design_scores_gemma":[0.00053596875,0.00013071559,0.000036457157,0.00019386385,0.0006056041,0.0000012363338,0.0045658634,0.00004305003,0.0000026153307,0.00008934313,0.99290895,0.0008863049],"about_ca_topic_score_codex":0.0008195258,"about_ca_topic_score_gemma":0.00073870824,"teacher_disagreement_score":0.825621,"about_ca_system_score_codex":0.00015312011,"about_ca_system_score_gemma":0.0004271731,"threshold_uncertainty_score":0.9994952},"labels":[],"label_agreement":null},{"id":"W4398618378","doi":"10.7910/dvn/itvlik/bzwj0a","title":"B210D44D","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural (archaeology); Natural disaster; Environmental science; Geography; Meteorology; Archaeology","score_opus":0.02346958798559429,"score_gpt":0.28307851980333537,"score_spread":0.2596089318177411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398618378","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000011616744,5.9486666e-7,0.000009403316,0.000075782285,0.0010849354,0.0002477277,0.9685415,0.00007787188,0.02996101],"genre_scores_gemma":[0.000005890724,0.0007681266,0.000049186263,0.0011211889,0.00078781927,0.000011694552,0.9911943,0.000009296227,0.0060524945],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982499,0.00014633784,0.0001853241,0.0004203758,0.00063259073,0.00036550415],"domain_scores_gemma":[0.9989493,0.000047757938,0.00012527002,0.00062034116,0.000031436794,0.00022589957],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026732963,0.00018700345,0.00021950206,0.000088274355,0.00033892042,0.00026352107,0.0013874243,0.0001778027,0.041099474],"category_scores_gemma":[0.00030311747,0.00018334534,0.00009135118,0.00027030197,0.00033330667,0.000333246,0.0005286844,0.00025452967,0.5076104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008193615,0.000028986486,0.0000023787195,0.000049043323,0.000025885776,0.000090029134,0.00039631073,4.136399e-7,4.4747776e-7,0.0005911744,0.9983341,0.00047302604],"study_design_scores_gemma":[0.00011201985,0.000015681553,0.0000070619417,0.000032797627,0.000053355536,2.0976474e-7,0.0016188158,0.0000012514324,3.221776e-7,0.000057548925,0.9978707,0.00023025896],"about_ca_topic_score_codex":0.0016794872,"about_ca_topic_score_gemma":0.0019300109,"teacher_disagreement_score":0.4665109,"about_ca_system_score_codex":0.000053748747,"about_ca_system_score_gemma":0.0001779591,"threshold_uncertainty_score":0.9597771},"labels":[],"label_agreement":null},{"id":"W4398621671","doi":"10.7910/dvn/itvlik","title":"Do Natural Disasters Help the Environment? How Voters Respond and What That Means","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural disaster; Natural (archaeology); Geography; Meteorology; Archaeology","score_opus":0.019947855401976806,"score_gpt":0.24554116747164048,"score_spread":0.22559331206966368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398621671","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003078975,0.000052702646,0.000015428403,0.0022038152,0.0019093051,0.00077431375,0.9942926,0.000042886655,0.00040104313],"genre_scores_gemma":[0.001122561,0.015827002,0.000049079823,0.0020071003,0.00044260433,0.000029916242,0.975377,0.000025185609,0.005119534],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719316,0.000434788,0.00016376012,0.00070643914,0.0009954696,0.0005063641],"domain_scores_gemma":[0.99846303,0.00019048252,0.0002023905,0.00091065455,0.000010930245,0.00022247792],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000551674,0.00034869884,0.0002872494,0.00009751445,0.0007002566,0.0028596884,0.0015794534,0.00016834318,0.002237992],"category_scores_gemma":[0.00013987295,0.00024900696,0.00011320537,0.0001717193,0.0013023651,0.0023410048,0.0010734843,0.00044180924,0.010892113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044558383,0.00001721095,0.000013886868,0.00004696001,0.00006836896,0.00006021307,0.0034498193,0.0000014229672,0.0000044926724,0.00010763524,0.9931236,0.0030618394],"study_design_scores_gemma":[0.00021785041,0.000025405854,0.000051247447,0.000094306684,0.00014808746,9.75519e-7,0.06734902,0.000007014274,0.0000019086403,0.000027405398,0.9317702,0.00030658836],"about_ca_topic_score_codex":0.0003074334,"about_ca_topic_score_gemma":0.0009229523,"teacher_disagreement_score":0.0638992,"about_ca_system_score_codex":0.000084426814,"about_ca_system_score_gemma":0.00005287012,"threshold_uncertainty_score":0.99999624},"labels":[],"label_agreement":null},{"id":"W4398678655","doi":"10.7910/dvn/itvlik/mzgafi","title":"update.sample","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Sample (material); Natural disaster; Natural (archaeology); Geography; Computer science; Environmental science; Meteorology; Chemistry; Archaeology","score_opus":0.022076258506757637,"score_gpt":0.2802871177653085,"score_spread":0.25821085925855086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398678655","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.778898e-7,6.5769365e-7,0.00005108737,0.00010945603,0.001031495,0.00026754785,0.99133,0.000085064545,0.007123697],"genre_scores_gemma":[0.0000044179988,0.001084711,0.00019536386,0.001598999,0.00069295417,0.000013153869,0.99487275,0.000010662556,0.001526966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813646,0.00015238897,0.00020637915,0.000462389,0.00063678256,0.00040561095],"domain_scores_gemma":[0.9988101,0.00008877836,0.00013727992,0.0006890276,0.000034486475,0.00024028671],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002852,0.00020369128,0.00023899683,0.00009325982,0.0003834916,0.00031396505,0.0015110655,0.00017482699,0.060248327],"category_scores_gemma":[0.00054337597,0.00020065611,0.00009436565,0.00029306093,0.00033208905,0.00039069713,0.00062282395,0.00025362716,0.44891736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009746482,0.000031897514,0.0000043332125,0.000045393954,0.000029201268,0.00005385003,0.00021899515,6.450503e-7,2.452547e-7,0.0012526807,0.99783283,0.000520161],"study_design_scores_gemma":[0.000121037054,0.000013767175,0.000005587829,0.000024968638,0.00007664337,1.5774212e-7,0.0010315345,0.000002134194,3.505549e-7,0.00017196621,0.9982993,0.00025255207],"about_ca_topic_score_codex":0.003992586,"about_ca_topic_score_gemma":0.0034409459,"teacher_disagreement_score":0.388669,"about_ca_system_score_codex":0.00005567907,"about_ca_system_score_gemma":0.0001832371,"threshold_uncertainty_score":0.9406107},"labels":[],"label_agreement":null},{"id":"W4398683001","doi":"10.7910/dvn/itvlik/l16bpg","title":"19B244D2","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural disaster; Natural (archaeology); Geography; Meteorology; Archaeology","score_opus":0.023224560749434076,"score_gpt":0.282441781461082,"score_spread":0.25921722071164793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398683001","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000010156529,6.0439027e-7,0.000008837034,0.00007254702,0.001088715,0.0002523657,0.969365,0.000077020275,0.02913391],"genre_scores_gemma":[0.0000054328916,0.0007570562,0.00005488818,0.0011040054,0.00079132983,0.000011665973,0.99099797,0.000009187515,0.006268493],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982556,0.00014411355,0.00018501612,0.0004193131,0.00063123443,0.00036471864],"domain_scores_gemma":[0.9989545,0.000047170524,0.00012494937,0.00061807147,0.000029964149,0.00022537829],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002632347,0.0001867232,0.00021980923,0.00008841982,0.00033980783,0.00026498068,0.0013819736,0.00017490094,0.041101605],"category_scores_gemma":[0.00028919926,0.00018300532,0.000092157505,0.0002682284,0.0003333657,0.0003319235,0.0005270093,0.0002537676,0.5111659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008152214,0.000028918594,0.0000024908522,0.00004918834,0.000025869207,0.00008989504,0.00031503694,4.0702946e-7,4.4868332e-7,0.0006665316,0.9983253,0.0004877832],"study_design_scores_gemma":[0.0001111212,0.00001550508,0.000007743652,0.000032840413,0.00007279061,2.0572253e-7,0.0012109828,0.0000012640559,3.0807115e-7,0.000055406606,0.99826187,0.00022997064],"about_ca_topic_score_codex":0.001858563,"about_ca_topic_score_gemma":0.0021659045,"teacher_disagreement_score":0.4700643,"about_ca_system_score_codex":0.00005327885,"about_ca_system_score_gemma":0.00017839266,"threshold_uncertainty_score":0.959775},"labels":[],"label_agreement":null},{"id":"W4398689425","doi":"10.7910/dvn/itvlik/5x4bc9","title":"source-pane.pper","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural (archaeology); Computer science; Natural disaster; History; Geography; Archaeology; Meteorology","score_opus":0.021316686930636326,"score_gpt":0.2722039392194231,"score_spread":0.2508872522887868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398689425","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004086282,0.0000010026339,0.000032151216,0.000091252805,0.0010025827,0.00030038363,0.9789261,0.00010463071,0.019537773],"genre_scores_gemma":[0.000011672573,0.00061470247,0.00004930874,0.0014388247,0.00093334075,0.000013755577,0.98025984,0.000014662901,0.016663874],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978637,0.00017994987,0.00022452304,0.00051638106,0.00075344165,0.0004619792],"domain_scores_gemma":[0.99876374,0.00005973679,0.00014632827,0.0007254645,0.000035224784,0.00026949824],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003073546,0.00023811331,0.00027017438,0.00010826665,0.00042700823,0.0003443396,0.0015488594,0.00022476363,0.045129202],"category_scores_gemma":[0.0003086384,0.0002293996,0.000119706645,0.00028452158,0.000417556,0.00048675828,0.00066479965,0.00031800778,0.47135738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011669265,0.000036386708,0.0000065547947,0.00005639735,0.00003605225,0.00004684381,0.00069056195,0.0000016955491,8.6829306e-7,0.0002970577,0.9978605,0.0009554064],"study_design_scores_gemma":[0.00014275641,0.000019053086,0.000007614668,0.00004041398,0.000097462085,3.9779206e-7,0.0023834647,0.0000032185876,4.0214235e-7,0.00003152044,0.9969789,0.00029480105],"about_ca_topic_score_codex":0.0023406793,"about_ca_topic_score_gemma":0.0017564086,"teacher_disagreement_score":0.4262282,"about_ca_system_score_codex":0.00006132622,"about_ca_system_score_gemma":0.00017431821,"threshold_uncertainty_score":0.9557437},"labels":[],"label_agreement":null},{"id":"W4398747791","doi":"10.7910/dvn/itvlik/9vk08x","title":"02-relief-georef-clipped-resampled.tif","year":2020,"lang":"fr","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural disaster; Natural (archaeology); Environmental science; History; Geography; Meteorology; Archaeology","score_opus":0.025873119187313283,"score_gpt":0.27471766364286554,"score_spread":0.24884454445555226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398747791","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000117536074,0.000014566985,0.00012398431,0.0005897584,0.0058691227,0.0009401186,0.96073806,0.00017485618,0.031432014],"genre_scores_gemma":[0.00019406204,0.004131116,0.00051151664,0.0033153766,0.0026806605,0.00005273907,0.9553796,0.00006450475,0.033670403],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936009,0.00065564504,0.00090285053,0.0016721152,0.0017169454,0.0014515609],"domain_scores_gemma":[0.99619466,0.00024608153,0.00060009095,0.0019523345,0.00012521433,0.00088160887],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008121028,0.0008729283,0.000900427,0.00023683175,0.0010739702,0.0007299637,0.003995873,0.0006151728,0.10887659],"category_scores_gemma":[0.00074690336,0.0008789277,0.00041721514,0.0012367913,0.001980429,0.0013407121,0.0024853826,0.00094442366,0.7956201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075186144,0.00030020298,0.0000640144,0.0003771616,0.00020995572,0.0003461395,0.0013511993,0.000016298754,0.000013654617,0.008896269,0.98242956,0.0059203357],"study_design_scores_gemma":[0.000638179,0.00016710859,0.00014325973,0.00028463395,0.00041842292,0.0000034257087,0.004119515,0.000080525606,0.0000037688003,0.0003988738,0.99272037,0.0010219372],"about_ca_topic_score_codex":0.005206745,"about_ca_topic_score_gemma":0.0038002203,"teacher_disagreement_score":0.6867435,"about_ca_system_score_codex":0.00023893637,"about_ca_system_score_gemma":0.0003768921,"threshold_uncertainty_score":0.99936616},"labels":[],"label_agreement":null},{"id":"W4398754538","doi":"10.7910/dvn/itvlik/fe7fqw","title":"2B5213ED","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","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":"McGill University","funders":"","keywords":"Natural (archaeology); Natural disaster; History; Geography; Meteorology; Archaeology","score_opus":0.023631049021026005,"score_gpt":0.28305972784874167,"score_spread":0.25942867882771564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398754538","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000014350442,5.1522835e-7,0.0000084881585,0.00007161374,0.0010258174,0.0002673212,0.9748835,0.000080450096,0.02366086],"genre_scores_gemma":[0.000006437705,0.00067395956,0.000051941835,0.0010675425,0.00071184756,0.000012096619,0.9916112,0.000009184475,0.0058557987],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982647,0.0001524382,0.00018595376,0.00041515467,0.00062222243,0.0003595698],"domain_scores_gemma":[0.9989593,0.000048605605,0.000126708,0.0006120688,0.00003115101,0.00022216067],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025744585,0.00018518485,0.00022128757,0.00008788504,0.00033265498,0.0002602671,0.001355882,0.00017651179,0.041823138],"category_scores_gemma":[0.00031166678,0.0001815697,0.000091363894,0.00026081997,0.00032193988,0.00032354423,0.0005028882,0.00024604666,0.49037933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009727779,0.0000290494,0.0000023521868,0.000047742746,0.000027189053,0.00008674771,0.00033137304,3.8094097e-7,6.3983055e-7,0.00053226016,0.99851507,0.00041747832],"study_design_scores_gemma":[0.00012886767,0.000015307887,0.000008713528,0.00003165331,0.00007472277,1.8847136e-7,0.0012228516,0.0000014214608,3.8857982e-7,0.00005013314,0.9982375,0.00022824584],"about_ca_topic_score_codex":0.0016590803,"about_ca_topic_score_gemma":0.0019694462,"teacher_disagreement_score":0.44855618,"about_ca_system_score_codex":0.00005345953,"about_ca_system_score_gemma":0.00017676096,"threshold_uncertainty_score":0.95905274},"labels":[],"label_agreement":null},{"id":"W4398762920","doi":"10.5463/thesis.712","title":"Voices of the Publics","year":2024,"lang":"en","type":"dissertation","venue":"","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":"Athena Sustainable Materials Institute","funders":"","keywords":"Publics; Political science; Sociology; Media studies; Law; Politics","score_opus":0.013796340946149581,"score_gpt":0.32013957785373587,"score_spread":0.3063432369075863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398762920","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047119055,0.00021865885,5.799627e-7,0.0007435139,0.0022609914,0.00012424443,8.5182734e-7,0.000027754842,0.9495044],"genre_scores_gemma":[0.2826157,0.00007022446,0.0000059881118,0.00003154403,0.00007902992,0.0000035161474,0.0000062624035,0.0000036756703,0.71718407],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933565,0.000028408273,0.00009296669,0.00009841886,0.00035487552,0.000089655936],"domain_scores_gemma":[0.99975663,0.000018932047,0.000060423303,0.00010664418,0.00004184813,0.000015530748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016402139,0.000049717957,0.000060996004,0.00004282263,0.00011208664,0.0001138513,0.00045668732,0.00007268778,0.00046892243],"category_scores_gemma":[0.000043431693,0.000027873743,0.00007345785,0.00030210442,0.000083486615,0.000078299,0.00002883194,0.00007254719,0.00006758774],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002580842,0.000022560444,0.0003547702,0.00027258485,0.0000372332,4.265866e-7,0.054597877,8.3803053e-7,0.000022444143,0.8363312,0.09247508,0.015882445],"study_design_scores_gemma":[0.000018938192,0.0000047958392,0.0032910043,0.00013058935,0.00005596548,9.05782e-9,0.13097556,0.0000068789086,0.000094383875,0.0104022855,0.85492384,0.000095716714],"about_ca_topic_score_codex":0.0012470292,"about_ca_topic_score_gemma":0.0423255,"teacher_disagreement_score":0.82592887,"about_ca_system_score_codex":0.0000095728465,"about_ca_system_score_gemma":0.00011139647,"threshold_uncertainty_score":0.9751496},"labels":[],"label_agreement":null},{"id":"W4399058878","doi":"10.2139/ssrn.4844132","title":"The State of Disaster and Resilience Literature in British Columbia, Canada. A Systematic Scoping Review","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Resilience (materials science); State (computer science); Political science; Systematic review; History; Geography; Computer science; Law; MEDLINE","score_opus":0.005229899636846716,"score_gpt":0.2616830970297264,"score_spread":0.2564531973928797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399058878","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13404115,0.8605844,0.000022218379,0.0014959194,0.0006373372,0.0017808881,0.000009159107,0.0000113844,0.0014175574],"genre_scores_gemma":[0.4524934,0.5321035,0.0000041273797,0.00008432279,0.00007056264,0.000040930376,0.0000010765048,0.000011993889,0.015190091],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99644446,0.0005712572,0.0006763316,0.00029591247,0.0007001794,0.0013118281],"domain_scores_gemma":[0.9990288,0.0001637671,0.0003975591,0.00021429395,0.00012003724,0.00007554518],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005063444,0.00012608603,0.0004584393,0.000045014243,0.00036511515,0.0015812342,0.00070249336,0.0000639251,0.0000049172513],"category_scores_gemma":[0.0003974929,0.00012309846,0.000081463,0.00038331305,0.00023399743,0.00011692541,0.00041748362,0.0020509253,8.1628764e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026501744,0.00010586077,0.005824097,0.8467021,0.0007782598,0.00045483554,0.026867215,0.00015618172,0.0000038966054,0.016466524,0.0052405754,0.097373955],"study_design_scores_gemma":[0.00010218133,0.000030435282,0.0002954151,0.855011,0.000114632094,0.00006715244,0.010433856,0.00003380504,8.993936e-8,0.13352242,0.00014682834,0.00024217079],"about_ca_topic_score_codex":0.55359054,"about_ca_topic_score_gemma":0.99944603,"teacher_disagreement_score":0.44585547,"about_ca_system_score_codex":0.0007757942,"about_ca_system_score_gemma":0.010209743,"threshold_uncertainty_score":0.9994552},"labels":[],"label_agreement":null},{"id":"W4399095827","doi":"10.1108/dpm-01-2024-0002","title":"Environmental disasters and the elusiveness of prevention","year":2024,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","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":"York University","funders":"","keywords":"Environmental ethics; Environmental planning; Political science; Environmental resource management; Environmental science; Philosophy","score_opus":0.011538870550003844,"score_gpt":0.3182470746650095,"score_spread":0.30670820411500566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399095827","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":[0.91674083,0.0013479083,0.016991476,0.003437714,0.0025450508,0.00076144456,0.000008848338,0.000047066565,0.058119662],"genre_scores_gemma":[0.9822679,0.0051860856,0.00015423144,0.000094897376,0.0001993588,0.0000126904815,0.000008006308,0.000006791978,0.012070006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878407,0.00022768976,0.00023596897,0.00016931305,0.00046089385,0.00012206503],"domain_scores_gemma":[0.99972355,0.000029989833,0.00009233186,0.00007425015,0.000018033903,0.00006183845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008302781,0.00008506696,0.00008612743,0.00014298205,0.00021241613,0.0005373796,0.00027686535,0.000024050403,0.00021184755],"category_scores_gemma":[0.00000655675,0.00006078221,0.000081804246,0.0000623882,0.00044594303,0.00094821234,0.00015857659,0.00007520949,0.0000054894363],"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":[0.0001731513,0.00014236594,0.0012499918,0.0000621502,0.00038616548,0.000021575244,0.020801326,0.000013518466,0.00003251677,0.45520326,0.00027215065,0.5216418],"study_design_scores_gemma":[0.008917272,0.00045134197,0.084822066,0.0020050248,0.0009287905,0.00011148953,0.25064912,0.0035336043,0.000044165034,0.21208681,0.43559578,0.0008545274],"about_ca_topic_score_codex":0.000010660688,"about_ca_topic_score_gemma":0.000042265925,"teacher_disagreement_score":0.5207873,"about_ca_system_score_codex":0.000031237014,"about_ca_system_score_gemma":0.0000117892605,"threshold_uncertainty_score":0.51819634},"labels":[],"label_agreement":null},{"id":"W4399147257","doi":"10.55016/ojs/jet.v56i2.78059","title":"Staying on Track: Writing Our Way Through a Global Pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of educational thought.","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":"University of Calgary","funders":"","keywords":"Track (disk drive); Pandemic; Coronavirus disease 2019 (COVID-19); Computer science; Aeronautics; History; Engineering; Medicine; Operating system; Infectious disease (medical specialty)","score_opus":0.07257507965466989,"score_gpt":0.4231286521909449,"score_spread":0.35055357253627506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399147257","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":[0.78272545,0.00019237935,0.00006261252,0.03373151,0.002331876,0.000106103405,0.000004858737,0.000029975276,0.18081525],"genre_scores_gemma":[0.9830957,0.00024999134,0.000992673,0.0004476793,0.002557085,0.000002806667,0.000002158301,0.0000059539398,0.01264592],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851966,0.000117843054,0.00031320128,0.00011462567,0.00067443866,0.0002602441],"domain_scores_gemma":[0.99920547,0.00022934319,0.0002551092,0.00007451332,0.00014518977,0.00009037354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000993339,0.00007714324,0.0001218319,0.00007836112,0.00037184186,0.00012427512,0.00033815225,0.000043363256,0.00015452447],"category_scores_gemma":[0.00044607875,0.0000642205,0.0001049333,0.00068716775,0.000055883433,0.00047960345,0.000028595912,0.00014068602,0.00017378006],"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":[0.00006397196,0.0003410773,0.094805464,0.000034133085,0.00008986265,0.000020495254,0.014928216,0.00057662296,0.00010446954,0.67347383,0.19030188,0.025259934],"study_design_scores_gemma":[0.00073774625,0.00016862263,0.24194527,0.00045495524,0.000064908636,0.000025978563,0.2069186,0.000038429844,0.00002715696,0.14192393,0.4073139,0.0003804946],"about_ca_topic_score_codex":0.00003554923,"about_ca_topic_score_gemma":0.000054508204,"teacher_disagreement_score":0.53154993,"about_ca_system_score_codex":0.0001725868,"about_ca_system_score_gemma":0.0003584211,"threshold_uncertainty_score":0.28599447},"labels":[],"label_agreement":null},{"id":"W4399216018","doi":"10.1175/bams-d-24-0138.1","title":"How to Engage and Adapt to Unprecedented Extremes","year":2024,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Ouranos","funders":"Deutsche Forschungsgemeinschaft; Nordisk Ministerråd; National Science Foundation","keywords":"Environmental science; Meteorology; Climatology; Earth science; Geology; Geography","score_opus":0.021009626849188615,"score_gpt":0.28241960602712285,"score_spread":0.26140997917793424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399216018","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":[0.6810266,0.0003059018,0.0010547196,0.30552277,0.00019950884,0.00046922802,0.000005142443,0.0001248782,0.011291301],"genre_scores_gemma":[0.9716461,0.00013176024,0.0065108626,0.0060303104,0.00008365339,0.000024070638,2.3264329e-7,0.0000073688607,0.0155657],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985813,0.0003199843,0.000116443414,0.0003144324,0.00036792518,0.00029994143],"domain_scores_gemma":[0.999253,0.0003378696,0.000053102318,0.00017551107,0.000029936196,0.00015063206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007907133,0.00010814444,0.00019714567,0.00001925303,0.00028962805,0.00016457966,0.0005190396,0.000035670157,0.00020901054],"category_scores_gemma":[0.00046572482,0.000064799446,0.00018103959,0.0005547534,0.00089216465,0.000022450944,0.0003900532,0.00013807006,0.00003564862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093786824,0.00012480884,0.0023642234,0.00006004778,0.000191115,0.000008173946,0.024810215,0.00006597074,0.008288895,0.024637617,0.8126398,0.12671538],"study_design_scores_gemma":[0.00004049877,0.00014370224,0.009123699,0.000022398644,0.00002433388,3.0203412e-7,0.016818704,0.000021010397,0.000085366395,0.00033651644,0.97327673,0.000106713254],"about_ca_topic_score_codex":0.00053771446,"about_ca_topic_score_gemma":0.000043339332,"teacher_disagreement_score":0.29949245,"about_ca_system_score_codex":0.000030683645,"about_ca_system_score_gemma":0.000016937456,"threshold_uncertainty_score":0.3287218},"labels":[],"label_agreement":null},{"id":"W4399451002","doi":"10.7202/1111616ar","title":"Entendre et comprendre les expériences de désastre par la recherche narrative","year":2024,"lang":"fr","type":"article","venue":"Intervention","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":"Université du Québec à Rimouski; Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.17463476505743525,"score_gpt":0.4484355674588731,"score_spread":0.27380080240143784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399451002","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":[0.57765305,0.030498818,0.011035205,0.027246011,0.00513059,0.00039789712,0.000030861775,0.00028063162,0.34772697],"genre_scores_gemma":[0.8249516,0.000880862,0.00049914577,0.00006033423,0.00023037939,0.000026403213,0.000010914339,0.0000116342835,0.17332874],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962776,0.002470219,0.0002762265,0.00035120433,0.00029326556,0.00033150258],"domain_scores_gemma":[0.9992526,0.00041549894,0.0000826329,0.00011259224,0.000050731356,0.00008591243],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022317239,0.00016344886,0.00014446964,0.00009134437,0.00022337394,0.0005048651,0.00034936893,0.0002442968,0.0019711426],"category_scores_gemma":[0.0001876079,0.00015325022,0.0002816496,0.000479637,0.0007160527,0.00079216546,0.000113448616,0.00046744233,0.00022978062],"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":[0.000014937235,0.00026191838,0.0010567507,0.00042351027,0.000119715696,0.00007894242,0.32760102,0.000035986584,0.00009688832,0.12512958,0.02832678,0.516854],"study_design_scores_gemma":[0.00020261272,0.00023328025,0.002607201,0.0041007716,0.00009423557,0.000011448638,0.35410216,0.0018140405,0.00020016433,0.037302725,0.5990434,0.0002879101],"about_ca_topic_score_codex":0.002353703,"about_ca_topic_score_gemma":0.006065399,"teacher_disagreement_score":0.5707167,"about_ca_system_score_codex":0.00019728034,"about_ca_system_score_gemma":0.00009179376,"threshold_uncertainty_score":0.9989412},"labels":[],"label_agreement":null},{"id":"W4399527888","doi":"10.1111/disa.12641","title":"Post‐tropical cyclone Fiona and Atlantic Canada: Media framing of hazard risk in the Anthropocene","year":2024,"lang":"en","type":"article","venue":"Disasters","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Climate change; Newspaper; Politics; Context (archaeology); News media; Tropical cyclone; Political science; Sociology; History; Geography; Law; Meteorology","score_opus":0.008060485251598585,"score_gpt":0.25709126059055043,"score_spread":0.24903077533895185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399527888","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":[0.9891577,0.00043343098,0.00004075785,0.0028580236,0.00035689728,0.00010910606,0.0000075581393,0.000011079448,0.0070254714],"genre_scores_gemma":[0.99939644,0.00026374907,0.000025859272,0.00012159347,0.000067874906,0.0000028158452,0.0000029703053,0.0000038910566,0.00011478561],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906796,0.00012317453,0.00012786986,0.00014686356,0.00034682505,0.0001872828],"domain_scores_gemma":[0.9995717,0.00026357413,0.00002599949,0.00008641236,0.000011531195,0.00004079549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020927076,0.00006341107,0.00009324387,0.000043904605,0.00011143607,0.000066795175,0.00019071279,0.000027104645,0.000035374465],"category_scores_gemma":[0.00011281476,0.000042327425,0.000023165117,0.00021998266,0.00039446226,0.00010234538,0.000041986612,0.0000932375,0.0000026200562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031409567,0.0000798802,0.7706615,0.00019411497,0.000054107015,0.0001666268,0.12911434,0.00002531095,0.000051447238,0.06401365,0.004531048,0.03107658],"study_design_scores_gemma":[0.00015874207,0.000028755801,0.877163,0.0001382503,0.00003820706,0.0000012077218,0.109930225,0.00035568187,0.000007294397,0.00087969983,0.011162208,0.0001367526],"about_ca_topic_score_codex":0.2718434,"about_ca_topic_score_gemma":0.6670808,"teacher_disagreement_score":0.39523745,"about_ca_system_score_codex":0.00003162035,"about_ca_system_score_gemma":0.000114412054,"threshold_uncertainty_score":0.73300546},"labels":[],"label_agreement":null},{"id":"W4399571473","doi":"10.3390/jrfm17060246","title":"Natural Disasters and Human Development in Asia–Pacific: The Role of External Debt","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Natural disaster; Debt; Population; External debt; Goods and services; Economics; Business; Development economics; Finance; Economy; Geography","score_opus":0.0051514191386076,"score_gpt":0.24240372999146467,"score_spread":0.23725231085285708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399571473","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":[0.98170125,0.004667488,0.00053597335,0.00016456445,0.00034461546,0.00015917199,6.769314e-7,0.0000053498184,0.01242088],"genre_scores_gemma":[0.9972404,0.0015899411,0.0002815469,0.00001342177,0.00010408165,0.0000023808802,1.5161497e-7,0.0000037593188,0.0007643099],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904746,0.000069712165,0.00029930193,0.000108758664,0.00031469832,0.00016007375],"domain_scores_gemma":[0.99972254,0.0000426991,0.00011855052,0.000052743642,0.000021862192,0.000041631378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008416619,0.00007879357,0.00013417665,0.0001782837,0.00020728886,0.00012509747,0.00018861149,0.00002475644,0.000007532811],"category_scores_gemma":[0.000020563755,0.00005100195,0.00004228183,0.0002071749,0.00019345203,0.00020364442,0.00010079264,0.000156995,0.0000010835374],"study_design_candidate":"design_other","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":[0.000045508867,0.00005446662,0.03626624,0.000070479495,0.000021268055,0.000062190324,0.03454311,0.000009256009,0.00004897814,0.1465414,0.00025542465,0.78208166],"study_design_scores_gemma":[0.00056988606,0.00010888752,0.45554557,0.000595345,0.00008645763,0.0000052366763,0.04649973,0.000044667042,0.00007173581,0.022513743,0.47377074,0.00018799173],"about_ca_topic_score_codex":0.00012199374,"about_ca_topic_score_gemma":0.00054247794,"teacher_disagreement_score":0.7818937,"about_ca_system_score_codex":0.000032070155,"about_ca_system_score_gemma":0.000027192369,"threshold_uncertainty_score":0.20797992},"labels":[],"label_agreement":null},{"id":"W4399760001","doi":"10.4324/9781003404798-8","title":"Function, Process, and Change: Designing Flood Infrastructure to Protect Calgary's Vulnerable Communities","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Process (computing); Environmental planning; Function (biology); Business; Geography; Environmental resource management; Computer science; Environmental science; Archaeology; Biology","score_opus":0.027029406333379052,"score_gpt":0.2758036285636746,"score_spread":0.24877422223029552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399760001","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017665942,0.0008917364,0.00056307536,0.0008439741,0.00044398423,0.0012906224,0.000004617343,0.0002341558,0.99555117],"genre_scores_gemma":[0.021794839,0.00027187655,0.0002775231,0.0007065261,0.00050614524,0.00015172154,0.000011326627,0.000039537812,0.9762405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988047,0.00004333062,0.0001688997,0.00027922535,0.00041564877,0.00028818488],"domain_scores_gemma":[0.9994912,0.00004148382,0.000057246143,0.00018886547,0.000095742456,0.0001254622],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037839884,0.00025324157,0.0002237649,0.00020355587,0.0008570459,0.0004303064,0.00031404084,0.00021929106,0.0014248434],"category_scores_gemma":[0.000015376852,0.00020777379,0.000043740023,0.00010347174,0.00027654745,0.0002764103,0.00020932776,0.00048204625,0.00012659987],"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":[0.000045077213,0.0000116010115,0.00008042108,0.00086065003,0.00017169374,0.000017163724,0.10989002,0.000020282861,0.000007769484,0.8148692,0.024794629,0.04923146],"study_design_scores_gemma":[0.000095284086,0.00015280525,0.000051631134,0.00061514985,0.00011945532,0.0000013109976,0.02084244,0.000034874567,0.0000064132173,0.13875777,0.8388506,0.0004722737],"about_ca_topic_score_codex":0.0012618855,"about_ca_topic_score_gemma":0.0055832756,"teacher_disagreement_score":0.814056,"about_ca_system_score_codex":0.000050579292,"about_ca_system_score_gemma":0.00008950523,"threshold_uncertainty_score":0.999488},"labels":[],"label_agreement":null},{"id":"W4399898161","doi":"10.33423/jabe.v26i2.7044","title":"Optimized Location and Assignment of Emergency Response Assets in Offshore Energy Basins","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emergency response; Submarine pipeline; Energy (signal processing); Geology; Computer science; Environmental science; Oceanography; Mathematics; Statistics; Medicine; Medical emergency","score_opus":0.01447587225651093,"score_gpt":0.2579051468368596,"score_spread":0.2434292745803487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399898161","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":[0.9911448,0.00044925895,0.001994161,0.0012455732,0.0003785801,0.00005795742,0.0000014899541,0.0000032285361,0.0047249803],"genre_scores_gemma":[0.9934782,0.005940409,0.00030060046,0.000016646149,0.0000755107,0.0000017394001,4.6243602e-7,0.000004280176,0.00018220175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994388,0.000023087558,0.00029838583,0.000087421075,0.00006536157,0.000086921216],"domain_scores_gemma":[0.99969554,0.000046363923,0.00013693202,0.00004041062,0.000041455576,0.000039296167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007182403,0.00005484412,0.00014638109,0.00015300832,0.00004486173,0.00006241952,0.0000755533,0.000038426882,0.000028660006],"category_scores_gemma":[0.00001588613,0.00004724569,0.000018069008,0.00017674401,0.00006517734,0.00021687715,0.000029238088,0.000039561473,3.9338696e-7],"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":[0.0054687443,0.0005609062,0.012312257,0.00076153286,0.00030777397,0.000051999396,0.03131699,0.04828977,0.0027767827,0.53007966,0.0038456467,0.36422795],"study_design_scores_gemma":[0.0050260806,0.00034298302,0.5585838,0.0010092243,0.00031930857,0.000017525581,0.051334035,0.026558358,0.0007535868,0.06298153,0.29187876,0.0011948211],"about_ca_topic_score_codex":0.000048127753,"about_ca_topic_score_gemma":0.00018460641,"teacher_disagreement_score":0.5462715,"about_ca_system_score_codex":0.000041435556,"about_ca_system_score_gemma":0.00010122028,"threshold_uncertainty_score":0.19266233},"labels":[],"label_agreement":null},{"id":"W4399921681","doi":"10.26443/ijwpc.v11i2.450","title":"black, white and grey of embracing vulnerability","year":2024,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"White (mutation); Vulnerability (computing); Geography; Computer science; Computer security; Biology","score_opus":0.019760126759650047,"score_gpt":0.3288804843782532,"score_spread":0.3091203576186031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399921681","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":[0.9418046,0.0013526146,0.00024098267,0.004578387,0.0012574823,0.00004601715,0.0000113800115,0.000009649522,0.050698873],"genre_scores_gemma":[0.9976114,0.00006517982,0.000118199256,0.000046777044,0.00036032367,3.1015261e-7,9.669959e-7,0.000003388965,0.0017934435],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99910593,0.000054021613,0.00016197823,0.00008542168,0.0005166626,0.000076001445],"domain_scores_gemma":[0.99941105,0.000050343748,0.00008479849,0.00003698286,0.0003687379,0.000048100057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035384746,0.00004662279,0.00008398272,0.00013173324,0.00004920989,0.00016810678,0.0002393708,0.000026759126,0.00010262412],"category_scores_gemma":[0.00010104721,0.000038415328,0.00007748989,0.0000873995,0.00019223073,0.00040250173,0.00003232611,0.00010300391,0.000004985054],"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":[0.00008716507,0.00006453634,0.09683163,0.00030148943,0.00032262364,0.0002148004,0.57093954,0.00047825027,0.0025382463,0.019903503,0.0060940296,0.30222416],"study_design_scores_gemma":[0.00065014954,0.00019037552,0.0539531,0.001259964,0.00009963812,0.000026512875,0.8421162,0.0007715739,0.00044640424,0.0023809762,0.097844146,0.00026096797],"about_ca_topic_score_codex":0.00007950417,"about_ca_topic_score_gemma":0.000147431,"teacher_disagreement_score":0.3019632,"about_ca_system_score_codex":0.000070915696,"about_ca_system_score_gemma":0.000079773454,"threshold_uncertainty_score":0.16210575},"labels":[],"label_agreement":null},{"id":"W4400006658","doi":"10.1038/s41598-024-64736-8","title":"Evolution of natural disaster terminologies, with a case study of the covid-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Ministry of Culture, Multiculturalism and Status of Women, Government of Alberta; University of Calgary; Alberta Innovates; Alberta Innovates - Technology Futures; Alberta Motor Association Foundation for Traffic Safety; Natural Sciences and Engineering Research Council of Canada; Government of Alberta","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Natural disaster; Betacoronavirus; Coronavirus Infections; Computer science; Virology; Data science; Geography; Medicine; Disease; Outbreak; Infectious disease (medical specialty); Pathology","score_opus":0.04266720719498072,"score_gpt":0.33513562433080213,"score_spread":0.2924684171358214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400006658","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":[0.9925589,0.0002491779,0.0000374318,0.000120935336,0.004032997,0.000528442,8.1288357e-7,0.000054182092,0.0024171104],"genre_scores_gemma":[0.98774564,0.0000011123598,0.000010420897,0.000007699722,0.000023668086,0.000010846836,5.604869e-7,0.000003272347,0.012196793],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99840933,0.00013447688,0.00027147017,0.0003727513,0.0006373307,0.00017462381],"domain_scores_gemma":[0.99919343,0.0000573033,0.00017354824,0.00046130698,0.00006435962,0.000050058166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013383032,0.00006862735,0.00010255778,0.00011535604,0.0004098651,0.00015537623,0.000221681,0.000026983087,0.000024369809],"category_scores_gemma":[0.00019566283,0.00003694994,0.000048658465,0.00090673426,0.0012177087,0.00022237617,0.00013501852,0.00007517791,0.0000013397779],"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":[0.000021787571,0.00037194963,0.76765794,0.00022997434,0.00007300833,0.0058403006,0.20891747,0.00032289044,0.0010368468,0.0015793387,0.009134244,0.0048142793],"study_design_scores_gemma":[0.0004713218,0.00028054905,0.016897466,0.00024462363,0.00027847206,0.003193417,0.8881782,0.0003483149,0.00015484879,0.008915738,0.08060633,0.00043066745],"about_ca_topic_score_codex":0.003044578,"about_ca_topic_score_gemma":0.01575041,"teacher_disagreement_score":0.75076044,"about_ca_system_score_codex":0.00011023587,"about_ca_system_score_gemma":0.00042053833,"threshold_uncertainty_score":0.8789098},"labels":[],"label_agreement":null},{"id":"W4400120703","doi":"10.61707/3dwt0k35","title":"Fitting Machine Learning Models for the Identification of Social Vulnerability in the Event of Political Instability in Nigeria","year":2024,"lang":"en","type":"article","venue":"International Journal of Religion","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":"Greenfield Research (Canada)","funders":"","keywords":"Vulnerability (computing); Government (linguistics); Poverty; Social vulnerability; Politics; Development economics; Economics; Political science; Economic growth; Computer security; Computer science; Psychology; Social psychology; Law","score_opus":0.030290142200757337,"score_gpt":0.36730581454734135,"score_spread":0.337015672346584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400120703","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":[0.98114395,0.0002918689,0.00820616,0.00855525,0.0005082,0.00018408193,0.000004541389,0.0000030784126,0.001102871],"genre_scores_gemma":[0.9996572,0.00009045194,0.000031629417,0.000026929118,0.00013570035,0.0000043388695,0.0000011938118,0.0000021148114,0.000050428367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985041,0.00025719486,0.0005676726,0.000071849776,0.0005074307,0.00009172221],"domain_scores_gemma":[0.99891484,0.0006163755,0.00022340621,0.000042413263,0.00019212726,0.000010863788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042796996,0.00003753466,0.00008660054,0.00010949826,0.00005873189,0.000056589422,0.00039352887,0.000028884131,0.0000053059143],"category_scores_gemma":[0.0006452975,0.000022996981,0.00010251573,0.00015852402,0.0001401282,0.00022811987,0.000030297042,0.00015932032,2.418704e-7],"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":[0.00024921296,0.0002976372,0.02732645,0.000103662554,0.00006572748,0.0000054967895,0.06449572,0.0138354665,0.0014241427,0.8717181,0.00020649051,0.02027188],"study_design_scores_gemma":[0.0014599363,0.00024573272,0.1635197,0.00067299715,0.000080363265,0.000009206318,0.06334883,0.19743821,0.0011145254,0.55997515,0.011892148,0.00024319737],"about_ca_topic_score_codex":0.0006672728,"about_ca_topic_score_gemma":0.0007164886,"teacher_disagreement_score":0.31174296,"about_ca_system_score_codex":0.00011328659,"about_ca_system_score_gemma":0.0000796078,"threshold_uncertainty_score":0.14832671},"labels":[],"label_agreement":null},{"id":"W4400136076","doi":"10.1108/dpm-11-2023-0315","title":"Artefacts of disaster risk reduction: conceptualizing bottom-up initiatives of climate action in informal settlements","year":2024,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Concordia University; Université de Montréal","funders":"International Development Research Centre","keywords":"Disaster risk reduction; Vulnerability (computing); Agency (philosophy); Public relations; Narrative; Action (physics); Political science; Collective action; Sociology; Environmental planning; Geography; Social science; Politics","score_opus":0.0328198282195939,"score_gpt":0.3792742792588179,"score_spread":0.346454451039224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400136076","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":[0.9507233,0.00013209734,0.0022845294,0.00021084135,0.0024248739,0.00028555313,0.000015969315,0.000024025505,0.04389884],"genre_scores_gemma":[0.99037683,0.0067686243,0.0002934763,0.00002478289,0.00017727795,0.000009592442,0.000026437265,0.0000071647314,0.0023157906],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9983819,0.00021327485,0.00049605686,0.00017248101,0.000549903,0.00018636101],"domain_scores_gemma":[0.9994787,0.000020856292,0.00027774228,0.00007495782,0.00008429434,0.00006342311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008403554,0.00010349514,0.00012423741,0.00043135084,0.000119037715,0.00026193925,0.00023238025,0.000038278704,0.0003233407],"category_scores_gemma":[0.000015194688,0.000096364376,0.00008294831,0.000181104,0.00019037079,0.0027785015,0.000116953,0.0001411014,0.000006053324],"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":[0.00040532905,0.00051353965,0.03521264,0.0005151272,0.0007724528,0.00003573311,0.15254918,0.0001489043,0.00021670446,0.21228886,0.00051709975,0.5968244],"study_design_scores_gemma":[0.0047331527,0.000688028,0.28583503,0.0034382576,0.00038394704,0.000033692122,0.61600375,0.0020209153,0.00027211301,0.014963739,0.07086743,0.00075992115],"about_ca_topic_score_codex":0.00003201544,"about_ca_topic_score_gemma":0.000103096754,"teacher_disagreement_score":0.5960645,"about_ca_system_score_codex":0.000051144583,"about_ca_system_score_gemma":0.00002775381,"threshold_uncertainty_score":0.39296252},"labels":[],"label_agreement":null},{"id":"W4400399874","doi":"10.1080/13569783.2024.2340560","title":"Torrential ontology: born out of typhoons – writing and performing collectively","year":2024,"lang":"en","type":"article","venue":"Research in Drama Education The Journal of Applied Theatre and Performance","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":"University of Winnipeg","funders":"","keywords":"Typhoon; Ontology; History; Computer science; Geography; Meteorology; Epistemology; Philosophy","score_opus":0.04358923866536377,"score_gpt":0.3910189315088909,"score_spread":0.3474296928435271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400399874","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":[0.89983594,0.0017235726,0.000012187928,0.0015316461,0.0002854171,0.00016463362,4.6994901e-7,0.000003139648,0.09644298],"genre_scores_gemma":[0.9954068,0.0036202585,0.00006138517,0.000015397345,0.00026955784,0.000005504146,2.173262e-7,0.000003819423,0.0006170777],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990449,0.00012636182,0.00021276972,0.00008024722,0.00033723033,0.00019850736],"domain_scores_gemma":[0.9993741,0.00034750978,0.00006167898,0.0000612965,0.00010055861,0.000054852007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033469482,0.00005031064,0.00010037163,0.0002657167,0.00037843973,0.00010807854,0.00018985872,0.000037436832,0.000025109364],"category_scores_gemma":[0.000022303402,0.000033804412,0.00001665382,0.00039854532,0.00042247502,0.00024352531,0.000053296884,0.00031191952,0.0000025951272],"study_design_candidate":"design_other","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":[0.00030067368,0.00012454778,0.0113804415,0.00036596414,0.000041025072,0.0000015396744,0.12937294,0.000026591728,0.00067758694,0.019707296,0.0020094332,0.835992],"study_design_scores_gemma":[0.0011426638,0.000992364,0.0723091,0.0029731325,0.00012824891,0.00004727085,0.6947884,0.0036045443,0.0022201461,0.031521454,0.18980275,0.00046992235],"about_ca_topic_score_codex":0.00013018034,"about_ca_topic_score_gemma":0.00017405955,"teacher_disagreement_score":0.83552206,"about_ca_system_score_codex":0.00005645029,"about_ca_system_score_gemma":0.0005664508,"threshold_uncertainty_score":0.29106906},"labels":[],"label_agreement":null},{"id":"W4400441175","doi":"10.5465/amproc.2024.21183abstract","title":"How Strategic Decisions Impact the Success of Local Advocacy Interventions at Greenpeace","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","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":"HEC Montréal","funders":"","keywords":"Psychological intervention; Business; Environmental planning; Public involvement; Political science; Public relations; Environmental resource management; Economics; Geography; Nursing; Medicine","score_opus":0.0697026472925978,"score_gpt":0.3777382448276417,"score_spread":0.3080355975350439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400441175","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":[0.73566526,0.0022026177,0.0010995284,0.018509971,0.0001866369,0.0010000155,0.0000074795976,0.00014413225,0.24118435],"genre_scores_gemma":[0.97153646,0.0011984139,0.000090801455,0.00005690966,0.00007355601,0.000028604345,0.0000014186268,0.0000123939435,0.027001424],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821025,0.000030465955,0.00033969086,0.00032010497,0.0007503528,0.00034911733],"domain_scores_gemma":[0.9994916,0.00011306411,0.00017546107,0.00008307405,0.000052549003,0.000084286265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010655933,0.00015372931,0.00018769868,0.0002537545,0.00031545974,0.00027890725,0.0010791837,0.000080410464,0.00016981407],"category_scores_gemma":[0.000033017084,0.00010219308,0.00031112815,0.0010147943,0.0007748442,0.00079705764,0.0005042377,0.0001836278,0.000024088797],"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":[0.000032775482,0.000106424675,0.0013443079,0.0008607467,0.0003278119,0.0000035184682,0.0042327973,0.000041301806,0.00012563902,0.90602624,0.031056024,0.05584239],"study_design_scores_gemma":[0.0012853016,0.0005147845,0.071295194,0.006365641,0.0016132033,0.0000058759565,0.3957067,0.0020735632,0.0012659725,0.11784257,0.4008816,0.0011496012],"about_ca_topic_score_codex":0.00011661263,"about_ca_topic_score_gemma":0.00003895864,"teacher_disagreement_score":0.7881837,"about_ca_system_score_codex":0.000093642884,"about_ca_system_score_gemma":0.000023049,"threshold_uncertainty_score":0.41673127},"labels":[],"label_agreement":null},{"id":"W4400443902","doi":"10.5465/amproc.2024.87bp","title":"The Weakness of Weak Ties: Do Social Capital Investments Among Leaders Pay off During Disasters","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","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":"University of Saskatchewan","funders":"","keywords":"Social capital; Interpersonal ties; Weakness; Business; Capital (architecture); Finance; Psychology; Political science; Social psychology; Medicine; Geography","score_opus":0.017754286487725743,"score_gpt":0.29199389516112256,"score_spread":0.2742396086733968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400443902","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":[0.8567305,0.00048182858,0.000005092329,0.004667957,0.00029492014,0.0005889279,0.0000022308193,0.0001010829,0.13712746],"genre_scores_gemma":[0.9656864,0.0010397142,0.000027343265,0.00006497398,0.00018559057,0.000052155134,7.076042e-7,0.000021099913,0.032922015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9976587,0.000031233863,0.0004363842,0.00038835805,0.0009663303,0.00051894423],"domain_scores_gemma":[0.99956805,0.00005146588,0.0002075196,0.00005918617,0.000034030363,0.00007976545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008685711,0.0001937792,0.00021099132,0.00021010505,0.0006402406,0.00027785962,0.00092773803,0.00011362264,0.000033759832],"category_scores_gemma":[0.000028049171,0.00013440623,0.00014140017,0.0006680762,0.0018828304,0.0010191327,0.0003734416,0.00023420948,0.000020093117],"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":[0.00006285058,0.000091499496,0.009112501,0.0022320985,0.0005994637,0.0000032801554,0.16849619,0.000007789303,0.00026146666,0.76121604,0.02236427,0.035552572],"study_design_scores_gemma":[0.00055641105,0.000042924894,0.084902026,0.00073144695,0.0002631431,3.4655326e-7,0.7390572,0.00005699798,0.0006240137,0.011719864,0.16159992,0.00044574295],"about_ca_topic_score_codex":0.000049442722,"about_ca_topic_score_gemma":0.000008062944,"teacher_disagreement_score":0.74949616,"about_ca_system_score_codex":0.000082285354,"about_ca_system_score_gemma":0.000016210932,"threshold_uncertainty_score":0.6937367},"labels":[],"label_agreement":null},{"id":"W4400443934","doi":"10.5465/amproc.2024.17774abstract","title":"Collaborative Crisis Management and Nonprofit Governance","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","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":true,"ca_institutions":"Université du Québec en Outaouais; HEC Montréal; Mount Allison University","funders":"","keywords":"Corporate governance; Crisis management; Business; Collaborative governance; Political science; Finance; Law","score_opus":0.010507106021790483,"score_gpt":0.2950429788016255,"score_spread":0.284535872779835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400443934","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05384327,0.0033915918,0.000105727915,0.019070826,0.0002500384,0.0012353729,0.0000065260083,0.00026999024,0.92182666],"genre_scores_gemma":[0.91883343,0.013442353,0.001984357,0.0006191678,0.00012486755,0.00009773589,7.1228743e-7,0.00002023437,0.06487714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981171,0.000015046138,0.00027322,0.00051373465,0.00070396566,0.00037696993],"domain_scores_gemma":[0.9996917,0.000024370938,0.000103657345,0.000051611245,0.00003663044,0.00009199077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006766049,0.00017273834,0.00017839864,0.0001813937,0.0002451155,0.0002874785,0.0004716674,0.00008040236,0.000103012564],"category_scores_gemma":[0.000009204703,0.00016299807,0.000050114926,0.001108999,0.0003205618,0.0009239116,0.00036168742,0.00013640299,0.000054174783],"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":[0.0000138475525,0.000023193135,0.00035367665,0.00087665004,0.00015318042,0.0000069902203,0.004609759,7.4785373e-7,0.000012492999,0.84711295,0.10765326,0.03918323],"study_design_scores_gemma":[0.00023745303,0.000030259664,0.011653462,0.0003906155,0.00017430443,3.7232275e-7,0.03526231,0.000060989056,0.00012195398,0.016416203,0.93539065,0.00026142708],"about_ca_topic_score_codex":0.000024461482,"about_ca_topic_score_gemma":0.000002517016,"teacher_disagreement_score":0.8649902,"about_ca_system_score_codex":0.00006303869,"about_ca_system_score_gemma":0.000007850441,"threshold_uncertainty_score":0.66468686},"labels":[],"label_agreement":null},{"id":"W4400446458","doi":"10.5465/amproc.2024.15330symposium","title":"Risk It All: Integrating Diverse Traditions of Risk and Shaping Futures","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","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":"Kellogg's (Canada)","funders":"","keywords":"Futures contract; Risk analysis (engineering); Geography; Business; Financial economics; Economics","score_opus":0.040037322989121896,"score_gpt":0.3218346462671973,"score_spread":0.28179732327807544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400446458","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":[0.8038615,0.00105837,0.00032730083,0.0037996634,0.00019654605,0.00057700404,0.000022395785,0.00016789077,0.18998931],"genre_scores_gemma":[0.98935145,0.007814764,0.0011388684,0.00014224878,0.00012588537,0.000014620562,0.0000010618587,0.000009406906,0.0014017029],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9987431,0.000024476387,0.00027896653,0.00029745486,0.00042169937,0.00023431197],"domain_scores_gemma":[0.99961036,0.00008955485,0.00018054557,0.000032612515,0.00002406903,0.00006288128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009654754,0.00011825724,0.00015176465,0.0002609904,0.0003239976,0.0001312201,0.0003408374,0.00007091335,0.000078392346],"category_scores_gemma":[0.00007344417,0.00010490683,0.00007301634,0.00045458422,0.0003785138,0.00070216367,0.0001405065,0.00022562199,0.0000065718764],"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":[0.00001349445,0.000046716672,0.0056305486,0.0007617012,0.00026218608,0.0000019596098,0.07630708,0.0000066609255,0.00010026565,0.73131937,0.031010848,0.1545392],"study_design_scores_gemma":[0.0005162542,0.00009204884,0.058074705,0.0014976544,0.0011395792,7.798067e-7,0.4691272,0.0014561377,0.00026905988,0.068556555,0.39874753,0.0005224763],"about_ca_topic_score_codex":0.00020438762,"about_ca_topic_score_gemma":0.000032504595,"teacher_disagreement_score":0.6627628,"about_ca_system_score_codex":0.000023470628,"about_ca_system_score_gemma":0.0000053155914,"threshold_uncertainty_score":0.42779762},"labels":[],"label_agreement":null},{"id":"W4400542311","doi":"10.1061/nhrefo.nheng-1985","title":"Türkiye’s Road to Recovery after the 2023 Kahramanmaras Earthquake: Lessons from Chile, Japan, and Nepal","year":2024,"lang":"en","type":"article","venue":"Natural Hazards Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BGC Engineering (Canada); University of Alberta","funders":"","keywords":"Seismology; Geology; Geography","score_opus":0.014471263332980659,"score_gpt":0.33077850135177256,"score_spread":0.3163072380187919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400542311","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12502778,0.75339335,0.00000923148,0.071809754,0.0024925245,0.001169273,0.00005133784,0.00013149748,0.04591528],"genre_scores_gemma":[0.7656354,0.18382466,0.00009182992,0.007895129,0.0008307734,0.000114101356,0.000014805934,0.000019407273,0.041573923],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982607,0.00022558426,0.00023514808,0.00042344767,0.00050640164,0.00034873228],"domain_scores_gemma":[0.9993946,0.00013273225,0.0000379819,0.0002674405,0.000041240728,0.00012600653],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007039779,0.00017292118,0.00025907884,0.000053091157,0.00028233102,0.00044854797,0.00040868303,0.00007020315,0.00082220486],"category_scores_gemma":[0.00015675461,0.00010517436,0.00015988744,0.00062716554,0.00018254985,0.0003497287,0.00019762586,0.00029467215,0.0008755818],"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":[0.000011946994,0.000006983641,0.0000665766,0.00026696996,0.00003510609,0.000014131529,0.0008325769,2.4308824e-7,0.000003276403,0.0012243574,0.07340834,0.9241295],"study_design_scores_gemma":[0.000042811113,0.000023257262,0.021516956,0.0025638558,0.00009294705,0.0000015994406,0.00031183523,0.000028676028,7.483056e-7,0.00049676525,0.97473025,0.00019026478],"about_ca_topic_score_codex":0.001129072,"about_ca_topic_score_gemma":0.0030254277,"teacher_disagreement_score":0.9239392,"about_ca_system_score_codex":0.000041757994,"about_ca_system_score_gemma":0.00008296944,"threshold_uncertainty_score":0.99990237},"labels":[],"label_agreement":null},{"id":"W4400619724","doi":"10.1016/j.samod.2024.100030","title":"Travel Behaviour and Community Needs for Resilience Hubs","year":2024,"lang":"en","type":"article","venue":"Sustainability Analytics and Modeling","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"University of Alberta","funders":"City of Edmonton; University of Alberta; Mitacs; Alberta Ecotrust Foundation","keywords":"Resilience (materials science); Community resilience; Economic geography; Sociology; Geography; Environmental planning; Computer science; Physics; Computer network","score_opus":0.04379859657638047,"score_gpt":0.3538939816061476,"score_spread":0.31009538502976713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400619724","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":[0.8836561,0.0005898791,0.10878303,0.0029308132,0.000090191556,0.00045218572,0.0000059092213,0.000056475135,0.003435446],"genre_scores_gemma":[0.9966648,0.00021272658,0.00025090933,0.00004706256,0.000048618906,0.000014695077,0.0000023255914,0.0000068744307,0.0027519746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990272,0.00013906458,0.00017021412,0.00019923938,0.00016525986,0.0002990367],"domain_scores_gemma":[0.9993227,0.00021127067,0.000017507216,0.00016215417,0.00017569301,0.000110659836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021180704,0.00009399697,0.00012745512,0.0001292083,0.0011617745,0.0003637768,0.00016132444,0.00006550471,0.000003910347],"category_scores_gemma":[0.00037027046,0.00008734947,0.000050577648,0.00028157514,0.00040673872,0.00026022983,0.00010914758,0.00020852422,2.3322539e-7],"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":[0.00005877657,0.00024855,0.016007468,0.0019459602,0.000062559615,0.000009247322,0.16792049,0.014442324,0.000023296845,0.74540883,0.0002845718,0.053587943],"study_design_scores_gemma":[0.000102040045,0.000065447784,0.00079132343,0.000039220584,0.00007701417,3.6919135e-7,0.31479543,0.5553035,0.0000022296836,0.12753798,0.0011330622,0.00015237583],"about_ca_topic_score_codex":0.0028946535,"about_ca_topic_score_gemma":0.0010939363,"teacher_disagreement_score":0.6178708,"about_ca_system_score_codex":0.00008928572,"about_ca_system_score_gemma":0.00016563806,"threshold_uncertainty_score":0.89355475},"labels":[],"label_agreement":null},{"id":"W4400785053","doi":"10.21125/edulearn.2024.2282","title":"SCHOOL ENGAGEMENT OF YOUTHS EXPOSED TO CUMULATIVE DISASTERS IN QUEBEC (CANADA)","year":2024,"lang":"en","type":"article","venue":"EDULEARN proceedings","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency management; Environmental science; Environmental health; Computer science; Political science; Medicine","score_opus":0.022157020899102126,"score_gpt":0.29406686026291773,"score_spread":0.27190983936381563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400785053","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":[0.8416935,0.0000597856,0.000021033591,0.003286407,0.00044942525,0.00041585308,0.000001525302,0.000054618024,0.15401785],"genre_scores_gemma":[0.95961905,0.000009201985,0.00010871302,0.00019236212,0.00012750279,0.000024209072,7.200285e-7,0.000011373468,0.03990687],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99850446,0.00002846541,0.00022808074,0.00029508944,0.0006153493,0.0003285398],"domain_scores_gemma":[0.9996322,0.00005122609,0.000042606793,0.000057960766,0.00006354924,0.00015250153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056211447,0.00010848891,0.00013789922,0.00018897989,0.000118390686,0.0001946618,0.00031702756,0.00003718768,0.0002448763],"category_scores_gemma":[0.00029356076,0.00010096102,0.00003657532,0.0008018025,0.00010935974,0.00043013185,0.000110999135,0.00015897425,0.0000465048],"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":[0.00012591472,0.00019906247,0.044493314,0.0006713604,0.00011316909,0.000035961995,0.6234569,0.00029172946,0.0026390166,0.17820989,0.10154666,0.048217054],"study_design_scores_gemma":[0.00039838266,0.00011376628,0.030751783,0.00093405956,0.000036122983,1.3765455e-7,0.60465074,0.0003841821,0.001092488,0.0013817406,0.3597209,0.0005356919],"about_ca_topic_score_codex":0.31696105,"about_ca_topic_score_gemma":0.6823571,"teacher_disagreement_score":0.365396,"about_ca_system_score_codex":0.00030520372,"about_ca_system_score_gemma":0.0004013185,"threshold_uncertainty_score":0.6875874},"labels":[],"label_agreement":null},{"id":"W4400856869","doi":"10.1108/dpm-12-2023-0320","title":"The politics of land management after disasters: the case of post-earthquake reconstruction in Türkiye","year":2024,"lang":"en","type":"article","venue":"Disaster Prevention and Management An International Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Politics; Emergency management; Political science; Seismology; History; Geology; Geography; Forensic engineering; Engineering; Law","score_opus":0.011639809691674144,"score_gpt":0.3137249026656902,"score_spread":0.30208509297401603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400856869","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":[0.9719932,0.00039835487,0.00082326494,0.0018102388,0.0014963001,0.000369494,0.0000070058127,0.000012096238,0.023090066],"genre_scores_gemma":[0.988658,0.001977431,0.0001450558,0.000060748207,0.000148441,0.000013856776,0.0000037054472,0.0000062518766,0.008986491],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9987493,0.00021107704,0.0003745381,0.00015042795,0.00034484497,0.00016981967],"domain_scores_gemma":[0.9995811,0.000048804748,0.000119740005,0.00012276757,0.000080158825,0.00004744136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009279046,0.000086767766,0.00007991065,0.00022218123,0.00021446713,0.00044588963,0.00031814954,0.000025014559,0.00009242701],"category_scores_gemma":[0.000009287878,0.000055451335,0.00008582933,0.00015217545,0.00031168,0.00062143855,0.00013749843,0.00009748488,0.0000035490643],"study_design_candidate":"design_other","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":[0.00011075265,0.00013621437,0.0052745068,0.00013370653,0.00037157245,0.00048388852,0.018450249,0.000030191191,0.0000029968962,0.3011747,0.00021666466,0.67361456],"study_design_scores_gemma":[0.002714831,0.0003997324,0.16393924,0.0026417915,0.00052679336,0.00088977034,0.57749575,0.0022294987,0.000015650912,0.09851395,0.15002216,0.0006108095],"about_ca_topic_score_codex":0.00009899656,"about_ca_topic_score_gemma":0.0019149358,"teacher_disagreement_score":0.67300373,"about_ca_system_score_codex":0.00003904387,"about_ca_system_score_gemma":0.0000149033585,"threshold_uncertainty_score":0.4299724},"labels":[],"label_agreement":null},{"id":"W4400886214","doi":"10.7202/1112402ar","title":"L’anthropologie des catastrophes : vers un futur événementiel ?","year":2024,"lang":"fr","type":"article","venue":"Nouvelles perspectives en sciences sociales","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Ethnology; Sociology","score_opus":0.0767414244326818,"score_gpt":0.39508514504333303,"score_spread":0.31834372061065125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400886214","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":[0.38972294,0.20493023,0.0018406527,0.043927047,0.0150180785,0.0007565835,0.00012900961,0.00060786074,0.3430676],"genre_scores_gemma":[0.919302,0.028490936,0.003637221,0.00011005816,0.001986501,0.000022499793,0.0000042908828,0.000031079577,0.046415433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9947374,0.00095498457,0.00043920253,0.0012665448,0.0012393622,0.0013625117],"domain_scores_gemma":[0.99838656,0.00086071424,0.00014002754,0.00024268933,0.00013730089,0.0002326896],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0021669231,0.00046756945,0.00040523228,0.0003356821,0.003840668,0.0012323048,0.0014689803,0.00026862594,0.004157495],"category_scores_gemma":[0.0003489587,0.00042147137,0.0003751498,0.0027927195,0.040461995,0.0016454215,0.00043317286,0.00037896578,0.00070730684],"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":[0.000009335716,0.00023312439,0.0006413702,0.00014815394,0.00018917977,0.000054444317,0.32449782,0.000050169554,0.00011420872,0.59744686,0.014973148,0.061642185],"study_design_scores_gemma":[0.00014796246,0.0002389317,0.0012191084,0.0002884854,0.00015167927,0.0000037966,0.85885274,0.00020775656,0.00009911426,0.029953351,0.10831994,0.00051710993],"about_ca_topic_score_codex":0.003880098,"about_ca_topic_score_gemma":0.0020348344,"teacher_disagreement_score":0.5674935,"about_ca_system_score_codex":0.0014467579,"about_ca_system_score_gemma":0.0021091432,"threshold_uncertainty_score":0.9998237},"labels":[],"label_agreement":null},{"id":"W4400978005","doi":"10.2139/ssrn.4905558","title":"Post-Disaster Housing Recovery Estimation: Data and Lessons Learned from the 2017 Tubbs and 2018 Camp Fires","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Estimation; Economics; Business; Management","score_opus":0.058763212399048144,"score_gpt":0.3440914565580343,"score_spread":0.28532824415898617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400978005","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":[0.8056498,0.06785016,0.0027790072,0.10978142,0.0029685881,0.0006514872,0.00027007665,0.0001106026,0.009938854],"genre_scores_gemma":[0.9201011,0.069645606,0.0002233103,0.00028673565,0.0014078432,0.0000056434014,0.00007489333,0.00003203945,0.008222793],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973528,0.0002867792,0.00025909411,0.0005594304,0.00044469073,0.0010972528],"domain_scores_gemma":[0.99890614,0.00021449597,0.00021661179,0.0005263062,0.00004762566,0.00008882744],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0025024787,0.00021693959,0.00022074956,0.00007661056,0.0010093154,0.0017463486,0.0011056304,0.0001652566,0.000042545173],"category_scores_gemma":[0.00023164829,0.00015256915,0.00006260734,0.00009372259,0.00043790642,0.00043135605,0.002130404,0.002207118,0.000032022042],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103558814,0.0000511963,0.00094223,0.00008546712,0.0008553046,0.000029289573,0.029607404,0.00019228834,0.00003635677,0.033857703,0.013900858,0.92033833],"study_design_scores_gemma":[0.00023949925,0.0000717082,0.0010555306,0.00048670275,0.00038691063,0.000028781853,0.044652514,0.0022864747,9.975524e-7,0.9299903,0.020409135,0.00039147038],"about_ca_topic_score_codex":0.0035033135,"about_ca_topic_score_gemma":0.033936646,"teacher_disagreement_score":0.91994685,"about_ca_system_score_codex":0.00025262902,"about_ca_system_score_gemma":0.0019150727,"threshold_uncertainty_score":0.99928993},"labels":[],"label_agreement":null},{"id":"W4401023781","doi":"10.1108/md-11-2023-2079","title":"Nonprofits and community resilience during a pandemic: a France-Quebec perspective","year":2024,"lang":"en","type":"article","venue":"Management Decision","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Community resilience; Originality; Interdependence; Embeddedness; Sociology; Perspective (graphical); Natural disaster; Public relations; Political science; Environmental resource management; Social science; Economics; Geography; Qualitative research; Engineering","score_opus":0.01728465068419848,"score_gpt":0.32917181443543964,"score_spread":0.31188716375124115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401023781","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":[0.8318722,0.00094569667,0.0020321854,0.0005420015,0.00038548873,0.00044783216,0.000001284276,0.0002423927,0.16353087],"genre_scores_gemma":[0.95209306,0.0010475003,0.00044269176,0.00008111204,0.00007850385,0.000027165883,6.4912086e-7,0.0000109303755,0.046218388],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99831194,0.0002440371,0.00017750442,0.0003764026,0.00055913586,0.0003309968],"domain_scores_gemma":[0.99928975,0.00024290431,0.000027083153,0.00030316526,0.00004307569,0.000094029434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011483439,0.00013588351,0.00012664172,0.00023229393,0.0012477522,0.0005318959,0.00046772245,0.000053858792,0.00010130519],"category_scores_gemma":[0.000098028235,0.00011828272,0.000052171916,0.00064518966,0.00033342632,0.00053048035,0.00048464775,0.0002803376,0.000132723],"study_design_candidate":"design_other","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":[0.0001193618,0.00022255012,0.04600797,0.0004408691,0.00013667598,0.0002905421,0.11110841,0.0000823356,0.000159366,0.20920764,0.0054481993,0.6267761],"study_design_scores_gemma":[0.000798029,0.000093495866,0.5473129,0.0012577551,0.00010093868,0.000003737682,0.2328577,0.00045880035,0.00002766159,0.052508418,0.16394633,0.00063421135],"about_ca_topic_score_codex":0.0049444796,"about_ca_topic_score_gemma":0.0073610847,"teacher_disagreement_score":0.62614185,"about_ca_system_score_codex":0.00017310571,"about_ca_system_score_gemma":0.000025472295,"threshold_uncertainty_score":0.9596827},"labels":[],"label_agreement":null},{"id":"W4401131091","doi":"10.18280/ijsdp.190707","title":"Enhancing Resilience from Pandemics in Urban and Rural Settlements of Nakhon Ratchasima Province, Northeastern Thailand","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Human settlement; Geography; Pandemic; Resilience (materials science); Environmental planning; Urbanization; Rural area; Informal settlements; Socioeconomics; Environmental protection; Coronavirus disease 2019 (COVID-19); Economic growth; Archaeology; Political science; Sociology","score_opus":0.009520772791423025,"score_gpt":0.2756461321562076,"score_spread":0.26612535936478454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401131091","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":[0.9957287,0.0012304425,0.000509346,0.0002334039,0.00032507267,0.00009164791,0.0000028529269,0.0000060879393,0.0018724883],"genre_scores_gemma":[0.9974609,0.00014226027,0.0005375245,0.000028439903,0.00013028622,0.0000014548984,0.0000049733385,0.000004116918,0.0016900718],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988706,0.000039949307,0.0003574682,0.00010801911,0.0004401909,0.00018373386],"domain_scores_gemma":[0.9995058,0.00012044986,0.00014408855,0.000025938663,0.00014929869,0.000054388267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007223537,0.000078622834,0.00012471314,0.00029836662,0.00008760139,0.00018842856,0.00020222741,0.000035156445,0.000009664074],"category_scores_gemma":[0.00007471853,0.000067182584,0.000017417004,0.0001290005,0.00008202389,0.00060808193,0.00009824805,0.00011705984,3.5477052e-7],"study_design_candidate":"observational","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":[0.00015471692,0.00003285302,0.8328332,0.00010475955,0.00011144143,0.0012498376,0.14586358,0.00011728234,0.00021332539,0.0026016557,0.00024605868,0.016471298],"study_design_scores_gemma":[0.0012530764,0.000094570234,0.2525856,0.0032989741,0.000034953864,0.000015009438,0.6762951,0.0008370444,0.00082304626,0.0033365625,0.061049517,0.0003765608],"about_ca_topic_score_codex":0.0003270012,"about_ca_topic_score_gemma":0.0003043738,"teacher_disagreement_score":0.5802476,"about_ca_system_score_codex":0.00009856698,"about_ca_system_score_gemma":0.0003295874,"threshold_uncertainty_score":0.27396262},"labels":[],"label_agreement":null},{"id":"W4401166686","doi":"10.1289/isee.2024.0550","title":"Climate Resiliency in Action: Building Community Resilience To Reduce Wildfire Smoke Exposure in British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Resilience (materials science); Smoke; Community resilience; Psychological resilience; Action (physics); Environmental science; Geography; Meteorology; Psychology; Engineering; Social psychology","score_opus":0.041904639790636695,"score_gpt":0.3220701031787153,"score_spread":0.28016546338807863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401166686","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":[0.957698,0.00021940257,0.0000053969966,0.0014106374,0.00089357945,0.00048884423,0.000015553094,0.00009879204,0.039169814],"genre_scores_gemma":[0.99515593,0.00036013385,0.000066953995,0.00025067004,0.000094072944,0.000052644762,0.0000053290155,0.000015404808,0.003998885],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99700886,0.00038333333,0.00052993244,0.00052157935,0.0006998026,0.0008564668],"domain_scores_gemma":[0.99892193,0.00028789535,0.00008147366,0.0003836417,0.00006702118,0.00025803677],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015510976,0.00015483183,0.00025370467,0.00015037002,0.00065428467,0.0015201841,0.00095778593,0.00013177728,0.00020278353],"category_scores_gemma":[0.00049091893,0.0002444268,0.00004054773,0.0012075792,0.00026090938,0.00090661657,0.00019718798,0.000712716,0.000025445095],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000913278,0.0007523827,0.3590554,0.0008610625,0.000037208585,0.0036283513,0.052562714,0.011508338,0.0024479164,0.0051035066,0.026089692,0.5378621],"study_design_scores_gemma":[0.00016915839,0.000043317195,0.95441216,0.0013406337,0.000006097413,0.000004379441,0.026750209,0.000026464411,0.00004705267,0.0007792463,0.01609183,0.0003294799],"about_ca_topic_score_codex":0.98255235,"about_ca_topic_score_gemma":0.9996428,"teacher_disagreement_score":0.59535676,"about_ca_system_score_codex":0.00052054314,"about_ca_system_score_gemma":0.0015083866,"threshold_uncertainty_score":0.9995163},"labels":[],"label_agreement":null},{"id":"W4401339862","doi":"10.1080/00397709.2024.2374019","title":"Caribes 2.0: New Media, Globalization, and the Afterlives of DisasterJossianna Arroyo. <i>Caribes 2.0: New Media, Globalization, and the Afterlives of Disaster</i> . New Brunswick and London: Rutgers UP, 2023. 189 pp.","year":2024,"lang":"en","type":"article","venue":"Symposium A Quarterly Journal in Modern Literatures","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Globalization; Media studies; Sociology; Political science; Law","score_opus":0.00664052466440971,"score_gpt":0.24363545475615253,"score_spread":0.23699493009174283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401339862","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44221035,0.4793262,0.012714563,0.05023472,0.0047779568,0.0024095923,0.00013068272,0.00013016905,0.00806578],"genre_scores_gemma":[0.98511195,0.009963284,0.00025514825,0.0004075346,0.0010681036,0.0000088715615,0.000016330285,0.000033148575,0.003135607],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99612606,0.00088340184,0.0010100327,0.0005538732,0.00089218124,0.0005344758],"domain_scores_gemma":[0.99793655,0.0007403272,0.000404121,0.00033689017,0.00015720396,0.00042490647],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011798083,0.00043410694,0.0006920458,0.00021998516,0.0003966347,0.0023156155,0.000688618,0.00020671752,0.000031087697],"category_scores_gemma":[0.00014585165,0.00026085562,0.00018963969,0.00075659476,0.0022429905,0.0014138386,0.0001288456,0.00036595555,0.0000012619903],"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":[0.001002402,0.000052288688,0.007055087,0.00028836066,0.00028928538,0.000025333033,0.88705933,0.00010982066,0.00025162788,0.064931974,0.011131045,0.027803436],"study_design_scores_gemma":[0.020855734,0.0010925971,0.026427591,0.007847817,0.0018893004,0.00030052703,0.2108168,0.0071026958,0.00014498523,0.6970561,0.02424194,0.002223876],"about_ca_topic_score_codex":0.0049525145,"about_ca_topic_score_gemma":0.006905489,"teacher_disagreement_score":0.67624253,"about_ca_system_score_codex":0.000040683863,"about_ca_system_score_gemma":0.0005560339,"threshold_uncertainty_score":0.9999844},"labels":[],"label_agreement":null},{"id":"W4401365011","doi":"10.5430/jct.v13n4p112","title":"Situational Teaching of Emergency Language Curriculum Constructs","year":2024,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Curriculum; Situational ethics; Competence (human resources); Situation awareness; Emergency management; Context (archaeology); Pedagogy; Psychology; Engineering; Mathematics education; Computer science; Knowledge management; Political science; Social psychology; Geography","score_opus":0.010110664179667848,"score_gpt":0.32757889818858393,"score_spread":0.3174682340089161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401365011","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":[0.9326368,0.002529084,0.0012400092,0.000566165,0.0014532153,0.00006574883,0.0000017279536,0.000021487345,0.061485793],"genre_scores_gemma":[0.9972506,0.00019756412,0.0010580594,0.000016174105,0.00059695845,5.457987e-7,7.8907044e-7,0.000005828841,0.00087348383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99859834,0.00022593695,0.0003928026,0.000113142814,0.0004952309,0.00017454704],"domain_scores_gemma":[0.9994862,0.000073808,0.00022185835,0.000055453846,0.00006580587,0.00009684743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016344584,0.000089528454,0.00017072064,0.00018800837,0.00031052978,0.00012087722,0.00020045343,0.000042680604,0.00013816886],"category_scores_gemma":[0.00033989383,0.00006662102,0.00011498953,0.000105175764,0.0000963726,0.0007092052,0.00005169369,0.00039051563,0.0000040449],"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":[0.0000039813044,0.00020921703,0.10996807,0.00020405797,0.00013380244,0.00009087673,0.060874727,0.000026443031,0.00102574,0.67315376,0.00785832,0.14645101],"study_design_scores_gemma":[0.0016606422,0.0006317638,0.031280655,0.0042209197,0.0008409887,0.00036753205,0.6564393,0.0063093984,0.000108322674,0.035803717,0.2609458,0.0013909467],"about_ca_topic_score_codex":0.00035667486,"about_ca_topic_score_gemma":0.000045017863,"teacher_disagreement_score":0.63735,"about_ca_system_score_codex":0.000026367616,"about_ca_system_score_gemma":0.00007259333,"threshold_uncertainty_score":0.27167264},"labels":[],"label_agreement":null},{"id":"W4401383852","doi":"10.7202/1112440ar","title":"Quand l’éruption ne fait pas irruption : rapport aux dangers sur le volcan Stromboli","year":2023,"lang":"fr","type":"article","venue":"Frontières","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Volcano; Humanities; Strombolian eruption; Geology; Art; Seismology; Pyroclastic rock","score_opus":0.09104983961954259,"score_gpt":0.2943207135885526,"score_spread":0.20327087396901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401383852","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":[0.7843857,0.0024142235,0.00086130254,0.036625337,0.0092722345,0.00068546255,0.000048011305,0.00048727586,0.16522044],"genre_scores_gemma":[0.6815925,0.001032725,0.00005612405,0.00012629962,0.0007107883,0.000024697301,0.000068136855,0.000022439155,0.31636626],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99748755,0.00024321179,0.0003411027,0.0005045315,0.00065948645,0.00076410815],"domain_scores_gemma":[0.99921757,0.000044827357,0.00017024929,0.00028702428,0.00008808027,0.00019225269],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073796825,0.00024055211,0.00028827644,0.0002008197,0.00063645205,0.00026224813,0.0004482738,0.00018640312,0.0006075716],"category_scores_gemma":[0.00006756237,0.00025239505,0.00016904433,0.0009660774,0.000667072,0.0009862253,0.00014828153,0.00016619371,0.0012794029],"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":[0.000038517283,0.00028906518,0.025465742,0.0001792523,0.00014978464,0.000052723077,0.02549239,0.00041445176,0.0005730389,0.08052636,0.72699547,0.13982321],"study_design_scores_gemma":[0.00050256116,0.00009016861,0.12409881,0.00009372034,0.00008126733,4.7130249e-7,0.020496191,0.0024566615,0.0000297222,0.0035631508,0.84823304,0.00035423803],"about_ca_topic_score_codex":0.008516704,"about_ca_topic_score_gemma":0.007652652,"teacher_disagreement_score":0.1511458,"about_ca_system_score_codex":0.0001015294,"about_ca_system_score_gemma":0.0002587405,"threshold_uncertainty_score":0.99999285},"labels":[],"label_agreement":null},{"id":"W4401485544","doi":"10.1177/00208728241269680","title":"The role of social work practitioners and human service professionals in long-term disaster recovery after the 2016 Alberta wildfires in Canada","year":2024,"lang":"en","type":"article","venue":"International Social Work","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social work; Human services; Public relations; Work (physics); Service (business); Disaster recovery; Focus group; Political science; Business; Engineering; Marketing","score_opus":0.007045702111549803,"score_gpt":0.29024334536586127,"score_spread":0.28319764325431146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401485544","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":[0.91895777,0.00032706905,6.816936e-7,0.058311943,0.0008098212,0.00021832177,0.0000059952563,0.0000060935095,0.021362323],"genre_scores_gemma":[0.9893342,0.000023323077,0.0000017767402,0.00038597122,0.000372811,0.00006720722,0.0000069972166,0.0000074206314,0.00980028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987352,0.00018119712,0.00023159377,0.00016672726,0.00047961622,0.00020566392],"domain_scores_gemma":[0.99937797,0.00042358265,0.00008474279,0.00005180293,0.000039213784,0.000022663618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038066765,0.00008510669,0.0000902879,0.000046690784,0.00070263614,0.00018716231,0.00035247926,0.00005221572,0.00025715018],"category_scores_gemma":[0.000040279032,0.00005625518,0.00004002519,0.00056176656,0.00019856571,0.00027279704,0.0001315049,0.00016560283,0.000010355822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045044048,0.00013404069,0.76764584,0.00003508059,0.00017386371,0.000025772048,0.0997949,0.000011714009,0.000010962844,0.072595924,0.015309173,0.043812305],"study_design_scores_gemma":[0.000110154775,0.0000036815327,0.9315863,0.00025687995,0.000009154619,1.2624665e-7,0.01786704,0.000003823727,0.0000013582326,0.0049872966,0.04506865,0.00010549572],"about_ca_topic_score_codex":0.36469835,"about_ca_topic_score_gemma":0.9495681,"teacher_disagreement_score":0.5848698,"about_ca_system_score_codex":0.00029014633,"about_ca_system_score_gemma":0.00030884886,"threshold_uncertainty_score":0.6395322},"labels":[],"label_agreement":null},{"id":"W4401514553","doi":"10.2196/54687","title":"Resilience Informatics: Role of Informatics in Enabling and Promoting Public Health Resilience to Pandemics, Climate Change, and Other Stressors","year":2024,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center","keywords":"Stressor; Resilience (materials science); Public health; Climate change; Pandemic; Psychological resilience; Health informatics; Informatics; Environmental resource management; Data science; Computer science; Political science; Environmental planning; Business; Coronavirus disease 2019 (COVID-19); Psychology; Geography; Medicine; Environmental science; Social psychology; Ecology","score_opus":0.09871736537950106,"score_gpt":0.4608030135050825,"score_spread":0.36208564812558147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401514553","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":[0.979215,0.002019351,0.00034537778,0.012656327,0.00015333295,0.00040483783,0.0000039673478,0.000009494437,0.005192269],"genre_scores_gemma":[0.99388534,0.0053448,0.0002977955,0.00030842662,0.00010914973,0.0000072866364,1.4582152e-7,0.00000614404,0.00004089743],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9955029,0.000517492,0.0008694487,0.00010935173,0.0024077808,0.00059305364],"domain_scores_gemma":[0.9975314,0.0013099813,0.0002542598,0.000090152,0.00028892167,0.0005252594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017492712,0.000086020365,0.00024809106,0.00095575326,0.00017972566,0.00033085712,0.00057329476,0.00008080218,0.000025411638],"category_scores_gemma":[0.0063321823,0.00006427535,0.000029035464,0.0009253213,0.00061314146,0.0014352052,0.0004454498,0.00085720833,0.0000031501575],"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":[0.00005372664,0.000066702894,0.015946133,0.00044263038,0.000016743525,0.000016789663,0.39833084,0.0000061905416,0.00003744983,0.004915342,0.00016874971,0.5799987],"study_design_scores_gemma":[0.00057454186,0.00090399355,0.007040238,0.012307392,0.000006273368,0.000032428103,0.86801296,0.015477821,0.00014520882,0.0022313844,0.0930612,0.00020655486],"about_ca_topic_score_codex":0.00069753925,"about_ca_topic_score_gemma":0.0014046379,"teacher_disagreement_score":0.57979214,"about_ca_system_score_codex":0.0001482643,"about_ca_system_score_gemma":0.0005635218,"threshold_uncertainty_score":0.75806713},"labels":[],"label_agreement":null},{"id":"W4401551297","doi":"10.1177/08861099241267940","title":"“Is She Imminently Fleeing?”: How Discursive Practices Shape Crisis Center Service Delivery and Exacerbate Existing Vulnerabilities for Survivors","year":2024,"lang":"en","type":"article","venue":"Affilia","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Massachusetts Amherst","keywords":"Sociology; Ethnography; Context (archaeology); Politics; Service provider; Public relations; Gender studies; Work (physics); Service delivery framework; Service (business); Criminology; Political science; Law; Business; Engineering","score_opus":0.05770195611930265,"score_gpt":0.3445747825865602,"score_spread":0.28687282646725754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401551297","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":[0.9409256,0.0014338646,0.00012189854,0.038435817,0.0012626491,0.0005848099,0.000058985872,0.00020525676,0.016971143],"genre_scores_gemma":[0.9788466,0.00031952705,0.00037292973,0.0005943123,0.00033409134,0.000056824825,0.000013359095,0.000021067088,0.019441292],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984759,0.00013168195,0.0001582414,0.00048403905,0.00033058974,0.00041954886],"domain_scores_gemma":[0.9989415,0.00054514664,0.00012134171,0.0001609261,0.00012742096,0.00010366049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063557463,0.00016805808,0.00015861234,0.00008583238,0.0005632869,0.00091835315,0.00028476614,0.00006778649,0.00016413335],"category_scores_gemma":[0.0002671538,0.00014040769,0.000078549645,0.00032001408,0.00018620562,0.0012074882,0.00014720733,0.00010693816,0.000028488425],"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":[0.0002624901,0.00038129362,0.032244775,0.004364836,0.0006983889,0.00007633164,0.6015596,0.00003724621,0.000977788,0.057835408,0.233689,0.06787285],"study_design_scores_gemma":[0.00034436665,0.000103895654,0.0013326682,0.00031443886,0.00018618465,0.0000016134005,0.43331367,0.005634144,0.00015411891,0.0029688724,0.5551196,0.0005264653],"about_ca_topic_score_codex":0.0023614292,"about_ca_topic_score_gemma":0.008711723,"teacher_disagreement_score":0.32143056,"about_ca_system_score_codex":0.000044502107,"about_ca_system_score_gemma":0.00005149865,"threshold_uncertainty_score":0.88557005},"labels":[],"label_agreement":null},{"id":"W4401698656","doi":"10.1007/s13753-024-00580-8","title":"Road to Resettlement: Understanding Post-disaster Relocation and Resettlement Challenges and Complexities Through a Serious Game","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"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); York University","funders":"","keywords":"Relocation; Environmental planning; Natural hazard; Sustainable development; Business; Environmental resource management; Political science; Geography; Environmental science; Computer science","score_opus":0.06730573349552992,"score_gpt":0.3675962008117551,"score_spread":0.30029046731622516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401698656","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":[0.8937919,0.00589852,0.008137704,0.054849155,0.0030726802,0.00046931786,0.000046089,0.00005064269,0.033683985],"genre_scores_gemma":[0.9949198,0.0030801825,0.0008479543,0.00032492194,0.00032333774,0.000004653342,0.0000010971283,0.000008649247,0.0004894151],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99739236,0.00012048056,0.00038078788,0.00032963604,0.0014681469,0.0003085675],"domain_scores_gemma":[0.9990891,0.00012485642,0.00017104164,0.000118091266,0.00032195786,0.00017490417],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017766136,0.00012739214,0.00014245596,0.0004243568,0.00031452952,0.0010855364,0.00068106386,0.000029984138,0.000059489794],"category_scores_gemma":[0.00025283432,0.00010357474,0.00004529716,0.00028750868,0.0010539005,0.0019699973,0.00033634374,0.00015100454,0.000013690928],"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":[0.00015891313,0.00008585237,0.0010365617,0.00006445732,0.00014417566,0.0000837026,0.4461429,0.000066089124,0.0007126184,0.37130368,0.0011844034,0.17901663],"study_design_scores_gemma":[0.0011680331,0.0009579922,0.03646818,0.0018471933,0.00011753887,0.00013003893,0.65021485,0.0011074758,0.00013249228,0.18787178,0.11930277,0.0006816416],"about_ca_topic_score_codex":0.00022581365,"about_ca_topic_score_gemma":0.0008322606,"teacher_disagreement_score":0.20407194,"about_ca_system_score_codex":0.0003008349,"about_ca_system_score_gemma":0.00015778946,"threshold_uncertainty_score":0.9999514},"labels":[],"label_agreement":null},{"id":"W4401706875","doi":"10.2139/ssrn.4925342","title":"Private Versus Social Responses to a Pandemic","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Concordia University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Business; Medicine","score_opus":0.03307569508198035,"score_gpt":0.354856687630203,"score_spread":0.3217809925482227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401706875","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":[0.9131449,0.003646641,0.0006998079,0.014107133,0.0058112442,0.0006169611,0.00000946422,0.00027790174,0.06168596],"genre_scores_gemma":[0.9382566,0.0046974714,0.00004709698,0.0001311456,0.0026711335,0.000024409266,0.0000024489796,0.000034740748,0.054134924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99531674,0.0003827619,0.00031620104,0.00043679873,0.0007921441,0.0027553295],"domain_scores_gemma":[0.999338,0.00009093784,0.00016015708,0.00017862002,0.00007413167,0.00015820765],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0038706828,0.00024401722,0.0002651787,0.0003238746,0.00079319987,0.0006146549,0.0011266777,0.000257358,0.00007343912],"category_scores_gemma":[0.0002481779,0.00022308531,0.0002661701,0.0003739373,0.00018505268,0.00009271335,0.0010058021,0.004020917,0.0003739292],"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":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085658196,0.00005371713,0.00062116736,0.000049330636,0.00054909324,0.00002989827,0.019393902,0.000032829525,0.000049060858,0.89526916,0.0047974796,0.0782978],"study_design_scores_gemma":[0.00043395275,0.00019524271,0.0004713558,0.00012911612,0.00018740942,0.000007704221,0.02055313,0.000007921178,0.0000023848042,0.8391178,0.13842922,0.0004647494],"about_ca_topic_score_codex":0.0002954975,"about_ca_topic_score_gemma":0.007423246,"teacher_disagreement_score":0.13363174,"about_ca_system_score_codex":0.0023086187,"about_ca_system_score_gemma":0.006177112,"threshold_uncertainty_score":0.99945694},"labels":[],"label_agreement":null},{"id":"W4401870012","doi":"10.1093/heapro/daae094","title":"Developing community resilience in the face of COVID-19: case study from the Estrie region, Canada","year":2024,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de Santé Publique du Québec; Centres Intégré Universitaires de Santé et de Services Sociaux; Centre Hospitalier Universitaire de Sherbrooke; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke","funders":"Medical Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Resilience (materials science); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Face (sociological concept); Pandemic; Political science; Geography; Sociology; Medicine; Virology; Social science; Outbreak","score_opus":0.15487209032319374,"score_gpt":0.4408079582738589,"score_spread":0.28593586795066517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401870012","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":[0.83243626,0.00010657082,0.0045425114,0.15974557,0.00078763295,0.0007520708,0.000014934362,0.00002380753,0.001590648],"genre_scores_gemma":[0.9977486,0.000045047535,0.000026036656,0.0016631319,0.00007740269,0.0000356876,0.000008302981,0.0000025260567,0.00039326426],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973669,0.0015228037,0.00027223764,0.00013099214,0.0005648267,0.00014222351],"domain_scores_gemma":[0.9988673,0.00076407014,0.00009706664,0.00016282899,0.000056431738,0.000052323292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024434722,0.00005587555,0.00006646415,0.000046328714,0.00076840667,0.00009667616,0.00064588693,0.000018171088,0.000044196597],"category_scores_gemma":[0.00053911115,0.00003585018,0.000015242605,0.00039641038,0.00015439486,0.00015289226,0.000080737555,0.00023063601,0.0000020514317],"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":[0.000016262307,0.00046921815,0.10355873,0.00012745983,0.000045926936,0.00069303677,0.7616681,0.00045966607,6.6106423e-7,0.075797155,0.04120577,0.015958035],"study_design_scores_gemma":[0.00021445447,0.00007478837,0.032666657,0.00014874301,0.0000052345113,0.000030403853,0.8864188,0.00057787605,8.779662e-7,0.0038149788,0.07595958,0.000087562206],"about_ca_topic_score_codex":0.94137406,"about_ca_topic_score_gemma":0.97431254,"teacher_disagreement_score":0.16531235,"about_ca_system_score_codex":0.00054769806,"about_ca_system_score_gemma":0.002758932,"threshold_uncertainty_score":0.591004},"labels":[],"label_agreement":null},{"id":"W4401941418","doi":"10.47604/jppa.2897","title":"The Effectiveness of Disaster Management Policies in Reducing the Impact of Natural Disasters in Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Public Policy and Administration","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":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Natural disaster; Emergency management; Environmental planning; Natural (archaeology); Business; Environmental resource management; Geography; Environmental science; Economic growth; Economics; Meteorology","score_opus":0.015318166361228451,"score_gpt":0.3391336709111416,"score_spread":0.32381550454991315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401941418","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":[0.9901316,0.00032592157,0.000010548925,0.0030976466,0.00016050995,0.00012003174,0.0000022837312,9.4513325e-7,0.006150511],"genre_scores_gemma":[0.99956536,0.00017176574,0.0000028488835,0.000011135401,0.000074254174,0.0000018223557,3.926791e-7,0.0000020311345,0.00017036707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99888974,0.0003467924,0.00029171977,0.000055092456,0.00025720912,0.0001594529],"domain_scores_gemma":[0.9993095,0.00043003794,0.00013587248,0.000057998157,0.000029828396,0.000036755595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018242245,0.00005425089,0.00010254298,0.00015405971,0.00007469367,0.00013718782,0.00018649925,0.000014200293,0.0000021068581],"category_scores_gemma":[0.00017499841,0.000027646063,0.000047464695,0.00046783476,0.0001911352,0.0003394612,0.000028217668,0.000094214345,4.889376e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054434186,0.00022415821,0.11494828,0.0007558383,0.00038319326,0.0000682018,0.048421405,0.0010704579,0.001007879,0.68680036,0.0009402796,0.14483559],"study_design_scores_gemma":[0.0003223443,0.00015629992,0.9449014,0.00052554987,0.000016881244,0.000007836375,0.04796094,0.00036800667,0.000100746,0.0044782367,0.0010787376,0.0000830085],"about_ca_topic_score_codex":0.37081364,"about_ca_topic_score_gemma":0.5473398,"teacher_disagreement_score":0.82995313,"about_ca_system_score_codex":0.000264851,"about_ca_system_score_gemma":0.001209911,"threshold_uncertainty_score":0.6333762},"labels":[],"label_agreement":null},{"id":"W4402014204","doi":"10.1016/j.ijdrr.2024.104791","title":"“It’s not the beds, it’s the people”: Building capacity to better host First Nation evacuations in northeast Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Mining Association of Canada","funders":"","keywords":"Host (biology); Geography; Ecology; Biology","score_opus":0.026577186667243572,"score_gpt":0.28438131717887877,"score_spread":0.2578041305116352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402014204","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":[0.78196216,0.000028767894,0.0008602298,0.2089939,0.005732398,0.00020623574,0.000012932049,0.000007337642,0.0021960645],"genre_scores_gemma":[0.99629194,0.000057304893,0.00009747006,0.00092513196,0.0013067077,0.0000143278285,0.0000023569994,0.000008151561,0.0012966129],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779487,0.00019010794,0.00043776954,0.00017067292,0.0012142464,0.00019236383],"domain_scores_gemma":[0.99913216,0.00018033471,0.00020873033,0.000116386334,0.00029391126,0.00006846668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011248084,0.00010956954,0.00010321467,0.00021500958,0.0004217841,0.000504147,0.000690863,0.00003655474,0.00019886343],"category_scores_gemma":[0.00019933078,0.000069580885,0.000094102135,0.00037858347,0.00010781916,0.000693847,0.00007133305,0.00038832135,0.00001365575],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020143829,0.00021845332,0.09867248,0.000023541888,0.0005542621,0.000040919735,0.72206795,0.0127504,0.00029113184,0.010910996,0.12868485,0.025583556],"study_design_scores_gemma":[0.00043432432,0.00007290402,0.28868377,0.00053010596,0.0001549874,0.00007542244,0.0986272,0.00096206396,0.00008719845,0.0020498529,0.6079936,0.00032855748],"about_ca_topic_score_codex":0.756703,"about_ca_topic_score_gemma":0.993825,"teacher_disagreement_score":0.62344074,"about_ca_system_score_codex":0.0011208223,"about_ca_system_score_gemma":0.0004943975,"threshold_uncertainty_score":0.48615015},"labels":[],"label_agreement":null},{"id":"W4402165727","doi":"10.1080/17477891.2024.2400131","title":"Social learning and collective action in flood-hazard management in Manitoba, Canada","year":2024,"lang":"en","type":"article","venue":"Environmental Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Flood myth; Hazard; Collective action; Action (physics); Environmental planning; Environmental resource management; Business; Political science; Geography; Environmental science; Politics; Archaeology","score_opus":0.013591791717336942,"score_gpt":0.2661622983337214,"score_spread":0.25257050661638447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402165727","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":[0.9043336,0.00027672574,0.000007964224,0.0004996816,0.0002534983,0.0002651776,0.0000021878514,0.000023209752,0.09433794],"genre_scores_gemma":[0.9813168,0.0003993369,0.00001835579,0.00004102816,0.00007712414,0.00003004674,0.0000036735805,0.000008554335,0.01810506],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989264,0.000110641595,0.00011631337,0.00025176845,0.00034243346,0.00025243833],"domain_scores_gemma":[0.9998871,0.000023799306,0.000017197028,0.000032300213,7.901423e-7,0.000038775805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002321841,0.00008980044,0.00008677168,0.00011264932,0.00023784918,0.00008436673,0.00008418978,0.00004018582,0.0001380394],"category_scores_gemma":[0.0000037213035,0.00009760221,0.000018998264,0.00023129123,0.0001296277,0.0001822004,0.00009134031,0.00015739471,0.00001819804],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008872365,0.00025219875,0.26298445,0.00018874885,0.0001306331,0.0010055023,0.046217874,0.00039272962,0.00028965354,0.007839571,0.009951508,0.6706584],"study_design_scores_gemma":[0.0005255863,0.000037643036,0.6560767,0.00006853576,0.000024641005,0.0000011696158,0.13714074,0.0010877758,0.000039687773,0.0011416863,0.20352836,0.0003274811],"about_ca_topic_score_codex":0.079606675,"about_ca_topic_score_gemma":0.8123027,"teacher_disagreement_score":0.732696,"about_ca_system_score_codex":0.0013145217,"about_ca_system_score_gemma":0.00007432443,"threshold_uncertainty_score":0.9265223},"labels":[],"label_agreement":null},{"id":"W4402192285","doi":"10.1139/facets-2023-0204","title":"Fishing in turbulent waters: resilience, risk, and trust in British Columbia’s declining commercial salmon fishery","year":2024,"lang":"en","type":"article","venue":"FACETS","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Canada Auto Workers; University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Fishery; Resilience (materials science); Fishing; Fish <Actinopterygii>; Environmental science; Biology","score_opus":0.015691893428023025,"score_gpt":0.2791407810887995,"score_spread":0.26344888766077645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402192285","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":[0.9775522,0.0004307191,0.000013654218,0.0012923927,0.0004197478,0.00025359206,0.000005136673,0.00006667794,0.01996593],"genre_scores_gemma":[0.9944415,0.0004912142,0.000099476696,0.00017143982,0.00009538182,0.000015267127,0.0000042784795,0.000009198844,0.004672235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848145,0.00021395752,0.0002672093,0.0003573342,0.0002857292,0.00039432303],"domain_scores_gemma":[0.999667,0.00012122079,0.00003572151,0.00009058063,0.000010557415,0.00007492527],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011257849,0.00007332797,0.00015260962,0.0000949724,0.00022984581,0.0015339089,0.00023664822,0.00009166602,0.00013173406],"category_scores_gemma":[0.00014596725,0.000104718376,0.000031105174,0.00042508272,0.00021214865,0.0006069901,0.00010778055,0.0002657803,0.000018682476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046520954,0.00003816688,0.85838544,0.000033328575,0.0000041896,0.00019299207,0.017671585,0.000052702075,0.000004285755,0.00003555763,0.025443785,0.09813331],"study_design_scores_gemma":[0.00028492557,0.000027235266,0.88699687,0.0004342982,0.000007880166,0.000002040727,0.0139226755,0.00073597254,0.0000015004917,0.0009078357,0.096477516,0.00020124843],"about_ca_topic_score_codex":0.14119592,"about_ca_topic_score_gemma":0.7163705,"teacher_disagreement_score":0.5751746,"about_ca_system_score_codex":0.000082292885,"about_ca_system_score_gemma":0.000052497828,"threshold_uncertainty_score":0.9995026},"labels":[],"label_agreement":null},{"id":"W4402289231","doi":"10.1016/j.ocecoaman.2024.107350","title":"Conceptualization of territorial resilience potential indicators to coastal hazards through the use of unmanned aerial vehicles","year":2024,"lang":"en","type":"article","venue":"Ocean & Coastal Management","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"Hyperion Technologies (Canada)","funders":"","keywords":"Resilience (materials science); Conceptualization; Environmental science; Environmental resource management; Aerial photos; Geography; Environmental planning; Physical geography; Oceanography; Remote sensing; Geology; Computer science","score_opus":0.020100478852785604,"score_gpt":0.2865812537444138,"score_spread":0.2664807748916282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402289231","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":[0.91754496,0.00013359005,0.019852795,0.0032460538,0.009795793,0.0026938815,0.00023066912,0.0002815433,0.046220727],"genre_scores_gemma":[0.993654,0.00009170325,0.00051315833,0.00010625318,0.0005802853,0.000010577631,0.000020064119,0.000018464325,0.005005458],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974316,0.0002255167,0.0004559829,0.00039711228,0.0011167377,0.00037307065],"domain_scores_gemma":[0.9992913,0.000084666506,0.00015045477,0.0003138522,0.000073670846,0.00008606099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004467187,0.00017651606,0.0002101879,0.00020577187,0.00029304277,0.00028726584,0.0006556114,0.000064522814,0.000087993096],"category_scores_gemma":[0.00006621183,0.00013894356,0.00012475913,0.0010506356,0.000874448,0.000603137,0.0005925571,0.00008850324,0.000016640646],"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":[0.000553443,0.0003709126,0.0014855904,0.0005016668,0.00037118743,0.00007874359,0.058653336,0.007919498,0.0007754143,0.74986804,0.12163336,0.057788823],"study_design_scores_gemma":[0.0008497222,0.0004307175,0.0042373016,0.00049517374,0.00028520895,7.6566084e-7,0.059792306,0.00074982113,0.0008348133,0.0027929086,0.9290241,0.0005071672],"about_ca_topic_score_codex":0.0016361722,"about_ca_topic_score_gemma":0.0010958337,"teacher_disagreement_score":0.80739075,"about_ca_system_score_codex":0.00003909251,"about_ca_system_score_gemma":0.00008917776,"threshold_uncertainty_score":0.5665954},"labels":[],"label_agreement":null},{"id":"W4402419720","doi":"10.2139/ssrn.4951945","title":"Making Financial Disasters Inscrutable Spaces: 120 Years Olympic Games Reporting","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Business; Finance; Accounting; Actuarial science; History","score_opus":0.0299985592160932,"score_gpt":0.3296710482743723,"score_spread":0.29967248905827915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402419720","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":[0.85291004,0.01361455,0.0015788825,0.003214468,0.0064439564,0.00062062603,0.0000054044312,0.0002791483,0.121332906],"genre_scores_gemma":[0.9543043,0.004921519,0.00011845187,0.00012134657,0.0020565675,0.000017184084,0.000003863249,0.00004811496,0.038408656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9940642,0.00022177813,0.00096547406,0.00061645533,0.0009396331,0.0031924688],"domain_scores_gemma":[0.9980056,0.000045893685,0.0014322624,0.00031393667,0.00007496979,0.0001273235],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0052734492,0.00031977764,0.000445981,0.00032840992,0.00059131364,0.0013386218,0.000970411,0.000298373,0.00007188988],"category_scores_gemma":[0.0006878626,0.0003058934,0.00038937872,0.00042134267,0.0002692138,0.0002547404,0.0009560674,0.0041749924,0.00009558006],"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":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000746164,0.0001592355,0.007972972,0.00045230382,0.0007221436,0.00053352537,0.052461885,0.0016338739,0.00004836712,0.6880058,0.005809086,0.2421262],"study_design_scores_gemma":[0.00025108174,0.00009530886,0.00091217336,0.001382142,0.0002531808,0.00007086878,0.05637885,0.00012317413,0.000004452309,0.8722906,0.067495085,0.00074305676],"about_ca_topic_score_codex":0.0006437496,"about_ca_topic_score_gemma":0.008047994,"teacher_disagreement_score":0.24138314,"about_ca_system_score_codex":0.0017353387,"about_ca_system_score_gemma":0.007808305,"threshold_uncertainty_score":0.9999393},"labels":[],"label_agreement":null},{"id":"W4402541438","doi":"10.1111/taja.12510","title":"Forecasts: A story of weather and finance at the edge of disaster By Caroline E.Schuster, illustrated by EnriqueBernardou, DavidBueno (Eds.), Toronto: University of Toronto Press. 2023. pp. xvii + 212, CAN$28.95 (Pb.), CAN$70 (Hc.). ISBN: 9871487542238","year":2024,"lang":"en","type":"article","venue":"The Australian Journal of Anthropology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Economic history; Media studies; Sociology","score_opus":0.014307941816211195,"score_gpt":0.27302005387855494,"score_spread":0.25871211206234374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402541438","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":[0.86310744,0.106659934,0.00007080203,0.022211606,0.0016103326,0.00056962913,0.00041342637,0.000017513761,0.005339331],"genre_scores_gemma":[0.8943694,0.043808363,0.000027014625,0.000046969242,0.00013428045,9.1894844e-7,0.0000053267763,0.000016165033,0.061591566],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99787855,0.00061244605,0.00047236757,0.00023976115,0.00039921456,0.00039766528],"domain_scores_gemma":[0.99865997,0.00018657462,0.0005789379,0.00030043692,0.00017516663,0.00009890996],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008594641,0.0002129865,0.0004730402,0.000014724029,0.00032827878,0.00002880422,0.0008133089,0.00016448511,0.0015334144],"category_scores_gemma":[0.000033767403,0.00013999676,0.00016261938,0.00010749048,0.004535066,0.00037265063,0.00016827787,0.00028655978,0.0000016395095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062649825,0.00028086206,0.00111461,0.00020236113,0.0006715206,0.00007680289,0.07909017,0.00008940251,0.0075631593,0.0021426515,0.8953999,0.012742029],"study_design_scores_gemma":[0.001120274,0.0011239051,0.00086474576,0.0003365645,0.0004300459,0.00004887895,0.12745982,0.000055572586,0.0020742267,0.00018005213,0.8659873,0.0003186056],"about_ca_topic_score_codex":0.102459416,"about_ca_topic_score_gemma":0.17177361,"teacher_disagreement_score":0.06931419,"about_ca_system_score_codex":0.0002310413,"about_ca_system_score_gemma":0.00019684271,"threshold_uncertainty_score":0.99937934},"labels":[],"label_agreement":null},{"id":"W4402579194","doi":"10.1108/jhlscm-03-2023-0024","title":"Defining performance and competency requirements for army responders to domestic flood response operations","year":2024,"lang":"en","type":"article","venue":"Journal of Humanitarian Logistics and Supply Chain Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Flood myth; Grey literature; First responder; Psychology; Computer science; Applied psychology; Knowledge management; Engineering; Political science; Geography; MEDLINE","score_opus":0.02520517573818892,"score_gpt":0.31530472599831755,"score_spread":0.2900995502601286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402579194","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":[0.7519074,0.0045883693,0.16383126,0.03139521,0.0043716403,0.0033919655,0.00008341145,0.00013058132,0.04030014],"genre_scores_gemma":[0.98518217,0.00069101504,0.008607059,0.00033348255,0.00014573146,0.000017700357,0.0000032628598,0.000012745125,0.005006839],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867123,0.000119632015,0.0003732037,0.00020925418,0.00034612548,0.00028056442],"domain_scores_gemma":[0.9993645,0.0002320391,0.000060025846,0.00010668907,0.000094819174,0.00014192653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022891124,0.00012528451,0.0001717206,0.00041976955,0.0006506921,0.0005634368,0.00023471566,0.00003405534,0.000031278807],"category_scores_gemma":[0.0002236261,0.00010939338,0.00004558399,0.00019820179,0.00018665422,0.0002643425,0.00011653172,0.00010374642,0.000006186214],"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":[0.00045224806,0.00008121544,0.0005336397,0.00032290042,0.00018637635,0.00020662577,0.01625256,0.0018303875,0.000057575722,0.958104,0.0074145976,0.014557845],"study_design_scores_gemma":[0.0036632316,0.0043285526,0.040812824,0.0022241762,0.0011135717,0.00005180944,0.10574446,0.020581322,0.000012868372,0.046232566,0.7739321,0.0013025267],"about_ca_topic_score_codex":0.00002009151,"about_ca_topic_score_gemma":0.00018616732,"teacher_disagreement_score":0.91187143,"about_ca_system_score_codex":0.000081702325,"about_ca_system_score_gemma":0.00008369395,"threshold_uncertainty_score":0.54332346},"labels":[],"label_agreement":null},{"id":"W4402612473","doi":"10.1017/dmp.2024.128","title":"The Impact of “Soft” and “Hard” Flood Adaptation Measures on Affected Population’s Mental Health: A Mixed Method Scoping Review","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Computer Research Institute of Montréal; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Université de Montréal","keywords":"Mental health; Flood myth; Psychological resilience; Psychological intervention; Adaptation (eye); Public health; Inclusion (mineral); MEDLINE; Poison control; Population; Occupational safety and health; Psychology; Medicine; Environmental health; Geography; Psychiatry; Nursing; Political science; Social psychology","score_opus":0.1190915147617379,"score_gpt":0.46401101530192296,"score_spread":0.34491950054018505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402612473","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3288902,0.40832716,0.007096132,0.23598939,0.0033310195,0.009256142,0.00007333419,0.00039466072,0.006641963],"genre_scores_gemma":[0.9578417,0.0391483,0.00013787896,0.002041394,0.00026264336,0.00010637657,0.00008238337,0.000019461586,0.0003598847],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9968087,0.0013527133,0.00052892155,0.00033029393,0.0005633489,0.00041602418],"domain_scores_gemma":[0.9987853,0.00042569434,0.00020834731,0.00018256519,0.00007631181,0.0003217897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048201205,0.00015152994,0.00039601623,0.00013027775,0.0006829325,0.00012801084,0.00014844385,0.00003874094,0.000038041908],"category_scores_gemma":[0.00057595095,0.000088254135,0.00005590391,0.00050275365,0.00023689526,0.0003203017,0.00004974183,0.00010597325,0.0000013600409],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026340233,0.00005949389,0.00047573322,0.0062351944,0.00008287022,8.169241e-7,0.33190724,0.0000054007605,0.000002147728,0.0038626853,0.017208483,0.64013356],"study_design_scores_gemma":[0.0032319154,0.0032652572,0.03669434,0.228368,0.00017828363,0.000024817487,0.63916206,0.0097948555,5.557085e-7,0.0019638683,0.07625864,0.0010574064],"about_ca_topic_score_codex":0.006698015,"about_ca_topic_score_gemma":0.004249867,"teacher_disagreement_score":0.6390762,"about_ca_system_score_codex":0.00014410565,"about_ca_system_score_gemma":0.00070504105,"threshold_uncertainty_score":0.9999165},"labels":[],"label_agreement":null},{"id":"W4402628075","doi":"10.1016/j.ijdrr.2024.104840","title":"Translating disaster resilience: How values, world views and politics complicate interpretation and implementation","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Interpretation (philosophy); Politics; Resilience (materials science); Epistemology; Political science; Sociology; Psychology; Environmental planning; Computer science; Environmental science; Philosophy; Law; Physics","score_opus":0.021331543777917534,"score_gpt":0.36383082166232955,"score_spread":0.34249927788441203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402628075","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":[0.9657852,0.001575818,0.0134185115,0.011518663,0.002865407,0.0002716174,0.00001804987,0.000036314133,0.0045104367],"genre_scores_gemma":[0.9958533,0.00074465846,0.0007764266,0.000045519206,0.0009126424,0.0000045524816,0.000006117344,0.0000110105675,0.001645741],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99845827,0.00020315404,0.00039063868,0.00020919617,0.0005651678,0.00017360295],"domain_scores_gemma":[0.9993213,0.00007606591,0.00027149144,0.00006281711,0.00016959394,0.000098720426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006984229,0.000117079195,0.0001340124,0.00036481317,0.00019420974,0.0008020795,0.00019934692,0.00003435235,0.000050370356],"category_scores_gemma":[0.00004436157,0.00009969406,0.00007284975,0.00019062818,0.00028823304,0.0015144765,0.000045724413,0.0001837748,0.000003963639],"study_design_candidate":"design_other","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":[0.00009110654,0.000057448287,0.0076402114,0.00006984778,0.00023296135,0.000014530903,0.15086956,0.00007639914,0.0014961424,0.023593646,0.002111283,0.81374687],"study_design_scores_gemma":[0.0032901648,0.0007528968,0.057261303,0.0027989135,0.0010678627,0.0005324705,0.54506725,0.013229755,0.0008456307,0.10617201,0.26760313,0.0013786445],"about_ca_topic_score_codex":0.00011068495,"about_ca_topic_score_gemma":0.00031230177,"teacher_disagreement_score":0.8123682,"about_ca_system_score_codex":0.00011112,"about_ca_system_score_gemma":0.000052382202,"threshold_uncertainty_score":0.7734471},"labels":[],"label_agreement":null},{"id":"W4402669356","doi":"10.1016/j.ijdrr.2024.104848","title":"The state of disaster and resilience literature in British Columbia, Canada. A systematic scoping review","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Resilience (materials science); State (computer science); Systematic review; Political science; Environmental planning; Geography; MEDLINE; Computer science; Law","score_opus":0.005742740601432035,"score_gpt":0.28211811357280664,"score_spread":0.2763753729713746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402669356","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":[0.8793748,0.113934115,0.00012823175,0.0016752107,0.0036243352,0.00064270466,0.000014670842,0.000007654674,0.0005982863],"genre_scores_gemma":[0.94877046,0.048793223,0.000028696504,0.000038067847,0.00018817373,0.000009326143,9.721609e-7,0.000006035769,0.0021650144],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9979661,0.0003061982,0.00066254195,0.00013864574,0.000786522,0.0001399617],"domain_scores_gemma":[0.9990166,0.00015865713,0.00039696245,0.00008359558,0.00029035326,0.000053840766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001283024,0.000062108054,0.0001994038,0.000070431204,0.00011652308,0.0010080559,0.00031673204,0.000021186093,0.000014343276],"category_scores_gemma":[0.00039011595,0.000057225745,0.00006111604,0.0002881589,0.000193244,0.0006973521,0.00005184686,0.0001791184,6.066679e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022258345,0.0004655035,0.04567083,0.14124967,0.0015344532,0.0020532303,0.17623936,0.0009831607,0.00036548084,0.0012597714,0.03531149,0.5946445],"study_design_scores_gemma":[0.00038871882,0.00009990387,0.008539094,0.9517474,0.00018597573,0.0006387649,0.031065643,0.00024816263,0.000012003319,0.004209064,0.0025600414,0.00030518524],"about_ca_topic_score_codex":0.114061564,"about_ca_topic_score_gemma":0.82771987,"teacher_disagreement_score":0.81049776,"about_ca_system_score_codex":0.00014169615,"about_ca_system_score_gemma":0.0003345998,"threshold_uncertainty_score":0.9720706},"labels":[],"label_agreement":null},{"id":"W4402677765","doi":"10.31223/x5c99b","title":"Very high fire danger in UK in 2022 at least 6 times more likely due to human-caused climate change","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Environment Research Council; Biotechnology and Biological Sciences Research Council; Met Office; UK Research and Innovation","keywords":"Climate change; Environmental science; Political science; History; Climatology; Geology; Oceanography","score_opus":0.038005502371303145,"score_gpt":0.3242222765874839,"score_spread":0.2862167742161808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402677765","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":[0.8081357,0.00053039903,0.0000010832767,0.007751445,0.001400776,0.001243575,0.000033304965,0.00014381346,0.1807599],"genre_scores_gemma":[0.9140142,0.00036701804,0.00004071752,0.0006971663,0.00044129026,0.00038216126,0.00004795518,0.000030534975,0.08397891],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9973557,0.00014416024,0.00036424398,0.0008308668,0.0006195593,0.0006854559],"domain_scores_gemma":[0.9993083,0.000045459652,0.00008090843,0.00041277555,0.000021640635,0.00013090308],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006937965,0.00030123582,0.0004107985,0.00041944758,0.00020081368,0.00029156634,0.00083152356,0.00027785814,0.0026251078],"category_scores_gemma":[0.000027538663,0.00027489764,0.00011271727,0.0006531141,0.00018341503,0.00013046827,0.0038378965,0.00046317533,0.0010674912],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023333443,0.000972941,0.10243038,0.0029879855,0.00023804317,0.003353027,0.4380773,0.0006141921,0.00028873456,0.102920055,0.23214051,0.11574352],"study_design_scores_gemma":[0.0018908337,0.00025760737,0.7488335,0.0069085,0.00024876517,0.0000021747114,0.06927439,0.0015033493,0.0001407026,0.03388647,0.13217552,0.0048782253],"about_ca_topic_score_codex":0.015302727,"about_ca_topic_score_gemma":0.08568564,"teacher_disagreement_score":0.6464031,"about_ca_system_score_codex":0.00039054803,"about_ca_system_score_gemma":0.000057057307,"threshold_uncertainty_score":0.9999703},"labels":[],"label_agreement":null},{"id":"W4402688888","doi":"10.29173/topo55","title":"The Past and Present of Disaster Risk Reduction in Indonesia","year":2024,"lang":"en","type":"article","venue":"Topophilia","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":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Disaster risk reduction; Reduction (mathematics); History; Geography; Environmental planning; Mathematics","score_opus":0.010177551449356882,"score_gpt":0.28355628354485346,"score_spread":0.27337873209549657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402688888","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":[0.9703363,0.00090590626,0.000009519252,0.0028773227,0.0003987519,0.00014998183,8.60046e-7,0.000017048187,0.02530431],"genre_scores_gemma":[0.99326545,0.00054101006,0.0000062187987,0.0000034048035,0.00018193989,0.0000068380778,2.434523e-7,0.0000024807885,0.00599243],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99945205,0.000082252234,0.000095826465,0.00010652107,0.0001519756,0.000111379835],"domain_scores_gemma":[0.99981844,0.000049905848,0.000021277618,0.00008075337,0.00000851668,0.000021105343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000366881,0.000036319467,0.00004443824,0.000038455233,0.00012545919,0.00008118955,0.00010207824,0.000021399577,0.000017106717],"category_scores_gemma":[0.0000144273445,0.00002341736,0.00001702971,0.00019468766,0.00029190004,0.0001256638,0.000044341257,0.00005660781,0.000008661677],"study_design_candidate":"observational","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":[0.000069284746,0.0001033157,0.15580092,0.0001712256,0.000049782004,0.000014473088,0.12615742,0.00006096341,0.00030646982,0.21062082,0.012216085,0.49442923],"study_design_scores_gemma":[0.00036443875,0.00009680128,0.5801308,0.0002080723,0.000059333164,0.0000019124916,0.06892545,0.0007572497,0.00008568731,0.060471594,0.28861412,0.0002845329],"about_ca_topic_score_codex":0.00052503805,"about_ca_topic_score_gemma":0.0004312424,"teacher_disagreement_score":0.4941447,"about_ca_system_score_codex":0.000012922137,"about_ca_system_score_gemma":0.000012367675,"threshold_uncertainty_score":0.10755178},"labels":[],"label_agreement":null},{"id":"W4402780495","doi":"10.4236/oalib.1111906","title":"Stories from the Front Line: Coping Strategies for Flood Disasters among the Dinka Community of Bor County, South Sudan","year":2024,"lang":"en","type":"article","venue":"OALib","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Scheme for Promotion of Academic and Research Collaboration; International Development Research Centre","keywords":"Front line; Flood myth; Coping (psychology); Geography; Socioeconomics; Front (military); Ancient history; Gender studies; History; Sociology; Archaeology; Psychology","score_opus":0.043472315210999396,"score_gpt":0.3207139683632042,"score_spread":0.27724165315220484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402780495","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":[0.97612035,0.0006746921,0.001502287,0.0026790595,0.0010796023,0.00049529003,0.00012801825,0.000083348365,0.017237356],"genre_scores_gemma":[0.99747926,0.000036359197,0.000037476817,0.00011832906,0.00028713368,0.00003138195,0.000014468228,0.0000093912495,0.0019862056],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989778,0.0002590507,0.00015478143,0.00011882898,0.00028845333,0.00020107704],"domain_scores_gemma":[0.99891454,0.00068313925,0.00006307874,0.00027153938,0.00003870585,0.000029000843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007549853,0.00009387915,0.00011679625,0.000015674745,0.00088798284,0.0005148,0.0007067818,0.00004033508,0.00003668473],"category_scores_gemma":[0.00007192349,0.000051070776,0.00008036816,0.00012962797,0.0008869959,0.00033235407,0.00013268707,0.00015646851,0.0000059367003],"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":[0.00003572093,0.00007182623,0.0216552,0.00015430975,0.00019096781,0.0000014827255,0.81341493,0.00019901314,0.000050592927,0.14144954,0.020277655,0.0024987503],"study_design_scores_gemma":[0.00018335583,0.00005678263,0.01547114,0.00021701625,0.00011749624,3.3677324e-8,0.9061357,0.00042877655,0.00004574532,0.014295359,0.062888265,0.00016033721],"about_ca_topic_score_codex":0.015189709,"about_ca_topic_score_gemma":0.025934933,"teacher_disagreement_score":0.12715419,"about_ca_system_score_codex":0.000025835252,"about_ca_system_score_gemma":0.000099094636,"threshold_uncertainty_score":0.99183923},"labels":[],"label_agreement":null},{"id":"W4402843250","doi":"10.62481/5d45fd17","title":"M6.5 earthquake strikes offshore western Canada","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Seismology; Geology; Geography; Oceanography","score_opus":0.020337136812848742,"score_gpt":0.28871145078111665,"score_spread":0.2683743139682679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402843250","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21673596,0.00051298237,0.000025167401,0.007891891,0.00375957,0.00040770895,0.000027490845,0.00018862617,0.7704506],"genre_scores_gemma":[0.6974501,0.00009850095,0.000030882828,0.0002885629,0.00038806544,0.000014375192,0.000010704738,0.000010801328,0.301708],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981374,0.00008538912,0.00020377521,0.0004509385,0.0007474406,0.00037503275],"domain_scores_gemma":[0.9994046,0.000041050815,0.000057266963,0.0003058812,0.00004671639,0.0001444927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027958277,0.00018423739,0.00019768732,0.00007032074,0.00018304565,0.00047784555,0.00071266573,0.00014498748,0.00085738173],"category_scores_gemma":[0.000025974941,0.00015434505,0.00008372033,0.00016389036,0.0001663193,0.000048487338,0.0011323384,0.00036621906,0.00017333997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012063145,0.00006626188,0.02067693,0.0007619515,0.0002544592,0.0002712962,0.017266156,0.0003696697,0.000002181657,0.10785654,0.7639167,0.088545844],"study_design_scores_gemma":[0.000053788423,0.0000072893704,0.006883223,0.00017892165,0.000055440938,1.6726602e-7,0.0122969495,0.000050419934,0.000006293779,0.007562299,0.97252846,0.00037672278],"about_ca_topic_score_codex":0.8776264,"about_ca_topic_score_gemma":0.99689066,"teacher_disagreement_score":0.48071414,"about_ca_system_score_codex":0.00015016692,"about_ca_system_score_gemma":0.0017677875,"threshold_uncertainty_score":0.9387729},"labels":[],"label_agreement":null},{"id":"W4402962437","doi":"10.18280/ijsdp.190910","title":"Towards a Resilient and Sustainable City: New Paradigm of Flood Disaster Governance Study Case Bekasi City","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flood myth; Environmental planning; Corporate governance; Sustainable city; Business; Resilience (materials science); Environmental resource management; Urban planning; Civil engineering; Geography; Engineering; Environmental science; Finance","score_opus":0.022836655426471175,"score_gpt":0.3125824883024568,"score_spread":0.2897458328759856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402962437","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":[0.98783374,0.0020840052,0.00083118124,0.0010516142,0.00039441307,0.00024746655,0.0000013628136,0.000013577496,0.0075426176],"genre_scores_gemma":[0.97875327,0.00013349741,0.00046141163,0.000037339534,0.0002273829,0.0000034207696,9.894667e-7,0.000007249559,0.020375445],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99819946,0.00006879778,0.00044524038,0.00019681879,0.0007365622,0.00035308852],"domain_scores_gemma":[0.999141,0.000107358384,0.00021077706,0.000056889294,0.00033254176,0.00015143726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012119723,0.00013329499,0.00020402805,0.0002763834,0.00027722048,0.00049702317,0.0002799698,0.000044176137,0.000055045162],"category_scores_gemma":[0.00020250684,0.00011314055,0.0000410555,0.00026750166,0.000113967464,0.0009272505,0.00025883727,0.00016199188,5.9362134e-7],"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":[0.00047512542,0.00036244406,0.12106476,0.0003800059,0.0008957046,0.09690281,0.5887667,0.0001776009,0.000007641564,0.12828828,0.005477801,0.057201136],"study_design_scores_gemma":[0.0009927019,0.00018762462,0.04597468,0.00043053858,0.00007540353,0.00037498615,0.80434936,0.00006295515,0.000050744682,0.005440672,0.14179742,0.000262928],"about_ca_topic_score_codex":0.0010329284,"about_ca_topic_score_gemma":0.00010555517,"teacher_disagreement_score":0.21558265,"about_ca_system_score_codex":0.00020796136,"about_ca_system_score_gemma":0.0006969386,"threshold_uncertainty_score":0.4792806},"labels":[],"label_agreement":null},{"id":"W4402993203","doi":"10.2196/58895","title":"Disaster Preparedness Intervention for Older Adults (Seniors’ Positive Involvement in Community Emergencies): Protocol for a Quasi-Experimental Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Intervention (counseling); Preparedness; Gerontology; Protocol (science); Suicide prevention; Medical emergency; Poison control; Psychology; Medicine; Disaster preparedness; Emergency management; Nursing; Computer science; World Wide Web; Alternative medicine","score_opus":0.22117335227382734,"score_gpt":0.5851377724053635,"score_spread":0.3639644201315361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402993203","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051486533,0.0000020083678,0.00024843603,0.00019779884,0.00003715631,0.9461128,0.000023361556,0.000092281385,0.0017996213],"genre_scores_gemma":[0.15164596,5.0551623e-8,0.00006344652,0.000011965773,0.00012643122,0.8438813,0.000013579266,0.000027225891,0.004230025],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99502426,0.0020573253,0.0005264225,0.0005561437,0.0010180913,0.0008177288],"domain_scores_gemma":[0.9986735,0.00038984316,0.00007537673,0.000398246,0.00031823313,0.00014477689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060482924,0.00020384615,0.00022909934,0.00035047275,0.0009611814,0.0006405231,0.0008636504,0.000093593044,0.0002073206],"category_scores_gemma":[0.00016168298,0.0001740209,0.00017588768,0.00076039246,0.00031444026,0.0007182066,0.00049973244,0.00040510244,0.000021460624],"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":[0.0049505,0.052751828,0.002812529,0.005556582,0.00008963639,0.000013546269,0.8863155,0.0000023390767,0.00023286851,0.004607902,0.021884872,0.02078186],"study_design_scores_gemma":[0.009734317,0.018265894,0.0020916217,0.010296706,0.000005128765,1.9645132e-7,0.8197068,0.0006160667,0.00082445296,0.0013925176,0.13661174,0.00045452683],"about_ca_topic_score_codex":0.0018930937,"about_ca_topic_score_gemma":0.008911699,"teacher_disagreement_score":0.11472688,"about_ca_system_score_codex":0.000656023,"about_ca_system_score_gemma":0.00020987629,"threshold_uncertainty_score":0.7392728},"labels":[],"label_agreement":null},{"id":"W4403004618","doi":"10.1007/978-981-97-5987-3_5","title":"Mapping the Current State of Knowledge About Disaster Education Within Turkish National Curricula Through the Lens of Ecosystem Approach","year":2024,"lang":"en","type":"book-chapter","venue":"Disaster risk reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Turkish; Curriculum; State (computer science); Current (fluid); Ecosystem; Lens (geology); Political science; Geography; Environmental resource management; Sociology; Pedagogy; Environmental science; Computer science; Engineering; Ecology; Electrical engineering; Biology","score_opus":0.03871697578267849,"score_gpt":0.3036564453166667,"score_spread":0.26493946953398817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403004618","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013128103,0.01053726,0.00054674706,0.00041534682,0.007914392,0.0019247144,0.00019013054,0.000064189946,0.9652791],"genre_scores_gemma":[0.640428,0.002603948,0.00008730102,0.000018316314,0.0021636453,0.00016112058,0.0001354296,0.000071699345,0.35433054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99710995,0.0002534042,0.00082544924,0.000536894,0.001008665,0.00026563968],"domain_scores_gemma":[0.99797946,0.00008192831,0.001033388,0.0004330038,0.00042770364,0.000044539865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010596926,0.0003412117,0.00036007544,0.00019264572,0.00043789364,0.0001716569,0.0006519745,0.000111423135,0.00004250248],"category_scores_gemma":[0.000040543808,0.00020603772,0.00032167978,0.00029722528,0.00088985934,0.0004528854,0.00019190123,0.0005485663,0.00008512613],"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":[0.000025750156,0.0002790669,0.000035945184,0.0011020445,0.00029797817,1.6686235e-7,0.32098642,0.00053364993,0.000010833982,0.44535428,0.009452658,0.22192119],"study_design_scores_gemma":[0.00017566807,0.00004435643,0.000280046,0.0024625736,0.00040988516,0.0000047443327,0.05373149,0.0004781218,0.000011378759,0.13035418,0.8115115,0.0005360208],"about_ca_topic_score_codex":0.00013025994,"about_ca_topic_score_gemma":0.0002700744,"teacher_disagreement_score":0.8020589,"about_ca_system_score_codex":0.00020292618,"about_ca_system_score_gemma":0.0004051479,"threshold_uncertainty_score":0.8401974},"labels":[],"label_agreement":null},{"id":"W4403134646","doi":"10.1002/sd.3217","title":"Sustainable livelihoods following an extreme event: Post‐earthquake practices of the Tibetan community in Jiuzhaigou World Heritage site, China","year":2024,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Office for Philosophy and Social Sciences","keywords":"Livelihood; China; World heritage; Geography; Event (particle physics); Environmental resource management; Archaeology; Environmental science","score_opus":0.021824313795448906,"score_gpt":0.30605557568764913,"score_spread":0.2842312618922002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403134646","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":[0.92131186,0.0007246749,0.000033870132,0.0015246492,0.00029348224,0.0009590396,0.0000012477855,0.00010677042,0.07504441],"genre_scores_gemma":[0.8357442,0.000024327763,0.00026936145,0.00008951265,0.000039197428,0.000053682186,0.000009021742,0.00002151352,0.16374916],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99629086,0.001047386,0.00049041,0.00036051322,0.00078520976,0.0010256277],"domain_scores_gemma":[0.9987657,0.00020332332,0.00023345208,0.00046557147,0.00019632201,0.00013563654],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004629363,0.00023412722,0.00026160368,0.0004414366,0.0015701362,0.0005314178,0.0010007003,0.00008351968,0.00014829825],"category_scores_gemma":[0.0006500089,0.00018952039,0.00012401697,0.0024562934,0.00022593733,0.0017755142,0.0007049667,0.00050882914,0.000019843414],"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":[0.000097603,0.0012350839,0.06526216,0.0027640378,0.00021311968,0.0012023555,0.772665,0.00036174865,0.00015855602,0.12758881,0.0015279959,0.026923487],"study_design_scores_gemma":[0.00023919939,0.000057263307,0.17616542,0.00027766987,0.00003094542,7.429813e-7,0.61901665,0.000076543234,0.00007166289,0.0030726497,0.2006742,0.00031704514],"about_ca_topic_score_codex":0.017141351,"about_ca_topic_score_gemma":0.039052963,"teacher_disagreement_score":0.19914621,"about_ca_system_score_codex":0.00064038497,"about_ca_system_score_gemma":0.00147737,"threshold_uncertainty_score":0.9997297},"labels":[],"label_agreement":null},{"id":"W4403142347","doi":"10.1016/b978-0-443-36386-3.00004-9","title":"Conceptual model for resilience to climate events","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Resilience (materials science); Conceptual model; Environmental science; Environmental resource management; Environmental planning; Computer science; Materials science","score_opus":0.03267058367277824,"score_gpt":0.31185349455581945,"score_spread":0.2791829108830412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403142347","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000034132117,0.00037328346,0.0001766375,0.00044072687,0.0009360654,0.0016794588,0.00010235152,0.00014509674,0.9961122],"genre_scores_gemma":[0.0025880453,0.00015117534,0.00054248597,0.00066262466,0.0004633656,0.0001510491,0.000009702338,0.00006576314,0.9953658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976188,0.0000194752,0.00036900988,0.0006983074,0.0006619498,0.00063243817],"domain_scores_gemma":[0.999084,0.00007103013,0.0001181915,0.00037373693,0.0001023991,0.00025066073],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005674429,0.00032724533,0.000356659,0.00016670443,0.00043334783,0.00013898504,0.00078924483,0.00023922097,0.00012739642],"category_scores_gemma":[0.00003661203,0.0003059202,0.0002577196,0.00002943061,0.00045805288,0.000091134374,0.0003372342,0.00021374218,0.00095867174],"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":[0.000018058878,0.000004624088,0.0000014377191,0.000069596026,0.00002899586,0.000005415564,0.0074219774,0.000067698966,0.000003061569,0.6480492,0.0019245241,0.34240544],"study_design_scores_gemma":[0.00009193339,0.00004442389,9.199736e-7,0.00044363172,0.00008943112,1.8536383e-7,0.0005357381,0.00033567045,0.0000013948171,0.09066684,0.9074215,0.00036827713],"about_ca_topic_score_codex":0.0000018183616,"about_ca_topic_score_gemma":0.00043409257,"teacher_disagreement_score":0.905497,"about_ca_system_score_codex":0.00013158126,"about_ca_system_score_gemma":0.00019173954,"threshold_uncertainty_score":0.99993926},"labels":[],"label_agreement":null},{"id":"W4403142393","doi":"10.1016/b978-0-443-36386-3.00002-5","title":"Resilience calculation and climate change effects","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","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":"Resilience (materials science); Climate change; Environmental science; Geology; Materials science; Oceanography","score_opus":0.01830019345854445,"score_gpt":0.2825328101283977,"score_spread":0.26423261666985326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403142393","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014856778,0.0031689373,7.641723e-7,0.0002534129,0.0007874137,0.0008613866,0.0000060933585,0.00012536827,0.99464804],"genre_scores_gemma":[0.009130438,0.0014378657,0.000027071454,0.00022713745,0.00062801753,0.000049482802,0.0000041070452,0.00003505,0.98846084],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851173,0.000034847195,0.00019405941,0.00046414533,0.0004520379,0.0003431541],"domain_scores_gemma":[0.99945396,0.000069957074,0.000098046046,0.0002201065,0.00003299797,0.00012493701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038036724,0.00023610781,0.00024229454,0.00014834896,0.00033283478,0.0002084657,0.00022561297,0.00021441202,0.000049193124],"category_scores_gemma":[0.000016672047,0.0002112826,0.00009076861,0.000025265634,0.00046919222,0.00012507221,0.00022073013,0.00021259014,0.00036159417],"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":[0.0000027211047,0.0000014913296,0.000019139605,0.00024303111,0.000012572037,0.000030708274,0.002887146,6.942351e-8,0.0000020264617,0.26945886,0.00007788022,0.72726434],"study_design_scores_gemma":[0.00006379864,0.000028352128,0.00019278459,0.0010121858,0.00010682558,7.9306415e-7,0.0000834056,0.000014109735,0.0000013009784,0.023685215,0.97453624,0.00027496435],"about_ca_topic_score_codex":0.0000067240553,"about_ca_topic_score_gemma":0.00046522045,"teacher_disagreement_score":0.9744584,"about_ca_system_score_codex":0.000057634446,"about_ca_system_score_gemma":0.0000289879,"threshold_uncertainty_score":0.8615855},"labels":[],"label_agreement":null},{"id":"W4403154302","doi":"10.1016/j.geomat.2024.100030","title":"Multi-pressure based environmental vulnerability assessment in a coastal area of Bangladesh: A case study on Cox’s Bazar","year":2024,"lang":"en","type":"article","venue":"GEOMATICA","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Vulnerability (computing); Geography; Vulnerability assessment; Environmental science; Environmental planning; Environmental resource management; Environmental protection; Medicine; Computer science","score_opus":0.03192345624723167,"score_gpt":0.33755079637701924,"score_spread":0.30562734012978754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403154302","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":[0.99212813,0.00003326248,0.000392787,0.0004017589,0.00014905819,0.0008772881,0.000043634074,0.00004791662,0.0059261704],"genre_scores_gemma":[0.99861264,0.0000016124143,0.0003834908,0.000037011036,0.000019399846,0.000059853533,0.0000045779666,0.0000076149777,0.0008737869],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.998353,0.00034681277,0.0002672065,0.00030040534,0.00049309805,0.00023949983],"domain_scores_gemma":[0.99940056,0.0002320631,0.000041982064,0.0002462687,0.0000069381645,0.00007217162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008863996,0.00011807293,0.00017782273,0.000108657194,0.00013629903,0.0000830131,0.00019302616,0.000044190572,0.0005974799],"category_scores_gemma":[0.00004916061,0.000099459336,0.000060299084,0.00021750282,0.00023475921,0.00013010386,0.00008664985,0.00014704505,0.000023586546],"study_design_candidate":"observational","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":[0.00014580808,0.023035733,0.6126951,0.001302009,0.0004533357,0.011446581,0.30700102,0.0037111614,0.0018582426,0.004606307,0.002306134,0.031438544],"study_design_scores_gemma":[0.0027791325,0.0010043841,0.32003787,0.0004261293,0.0002627701,0.000013540017,0.51875275,0.15060809,0.0000759274,0.00036672514,0.0050318525,0.00064085395],"about_ca_topic_score_codex":0.0016253799,"about_ca_topic_score_gemma":0.0058016796,"teacher_disagreement_score":0.29265726,"about_ca_system_score_codex":0.0000677454,"about_ca_system_score_gemma":0.000081321145,"threshold_uncertainty_score":0.65419865},"labels":[],"label_agreement":null},{"id":"W4403182143","doi":"10.1016/j.wasec.2024.100181","title":"More than Magnitude: Towards a multidimensional understanding of unprecedented weather to better support disaster management","year":2024,"lang":"en","type":"article","venue":"Water Security","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Foreign, Commonwealth and Development Office; Nuclear Safety and Security Commission; International Development Research Centre; University of Reading; National Aeronautics and Space Administration","keywords":"Magnitude (astronomy); Emergency management; Environmental resource management; Risk analysis (engineering); Geography; Computer science; Data science; Business; Political science; Environmental science; Physics; Astrophysics","score_opus":0.026701819524200057,"score_gpt":0.30999814255484387,"score_spread":0.28329632303064384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403182143","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":[0.8964816,0.000036417878,0.0015838465,0.00865519,0.0009039935,0.00064239796,0.000016747234,0.00015102173,0.091528796],"genre_scores_gemma":[0.9857889,0.000015914504,0.00032909593,0.00045554695,0.00010593099,0.000022192115,0.000014239749,0.000016369593,0.013251824],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981934,0.00007979473,0.0002200194,0.00037057098,0.00070336135,0.00043287184],"domain_scores_gemma":[0.999604,0.000015526988,0.000019951172,0.00019835055,0.000034005287,0.00012820758],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048775502,0.00015324107,0.00015466892,0.00017596009,0.0001609462,0.00014287473,0.00029148316,0.000063090476,0.00120381],"category_scores_gemma":[0.000004485563,0.00010750693,0.00010631547,0.0002443705,0.00020488599,0.00026574256,0.0003191352,0.00009917847,0.00025484525],"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":[0.00018860656,0.00057660916,0.012398392,0.0010601691,0.0006620451,0.00036160578,0.7697258,0.000032184853,0.0024125003,0.15355079,0.05107247,0.007958829],"study_design_scores_gemma":[0.0014933221,0.00032857066,0.013561474,0.001032309,0.00042380323,0.0000046943346,0.1799991,0.0008104718,0.004961759,0.03737459,0.75845057,0.0015593445],"about_ca_topic_score_codex":0.00034706766,"about_ca_topic_score_gemma":0.0005273629,"teacher_disagreement_score":0.7073781,"about_ca_system_score_codex":0.00012457043,"about_ca_system_score_gemma":0.000020562919,"threshold_uncertainty_score":0.99970925},"labels":[],"label_agreement":null},{"id":"W4403196996","doi":"10.1016/j.drugpo.2024.104606","title":"Historical and theoretical roots of the big events framework","year":2024,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health; NYU Grossman School of Medicine; York University","keywords":"Psychology; Data science; Computer science","score_opus":0.011122063901678697,"score_gpt":0.3368539114615134,"score_spread":0.3257318475598347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403196996","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":[0.8486997,0.0010414125,0.0007395928,0.10799146,0.0069884914,0.00007780123,0.0000037540935,0.000011761557,0.034446064],"genre_scores_gemma":[0.99508494,0.00020442547,0.00008168055,0.00018353813,0.0014814521,3.469173e-7,4.145549e-8,0.0000031749673,0.0029604253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99897784,0.000080196965,0.00019699034,0.00005449445,0.0006069806,0.000083489016],"domain_scores_gemma":[0.9995531,0.00016207073,0.0000906434,0.00004548165,0.00009760628,0.000051111518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038941615,0.00004015684,0.000070220405,0.0001402569,0.000047582602,0.000056048102,0.00048468926,0.00002780631,0.000048445087],"category_scores_gemma":[0.00046843878,0.000024530622,0.0000891162,0.0001661917,0.00023345073,0.000104861814,0.00009285325,0.00013545572,0.0000030594592],"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":[0.000010634529,0.00003068494,0.005496092,0.0000057260568,0.00004760686,0.000007894989,0.006452507,0.0000049658806,0.000027444383,0.9602014,0.0027640788,0.024950974],"study_design_scores_gemma":[0.00019981402,0.00003963059,0.03339678,0.0005550718,0.000039562336,0.000020410522,0.0021225752,0.000048843547,0.00008238942,0.72649384,0.23690493,0.00009615936],"about_ca_topic_score_codex":0.00020407974,"about_ca_topic_score_gemma":0.000025008203,"teacher_disagreement_score":0.23414086,"about_ca_system_score_codex":0.00016876891,"about_ca_system_score_gemma":0.000180021,"threshold_uncertainty_score":0.10003298},"labels":[],"label_agreement":null},{"id":"W4403238871","doi":"10.1108/jabs-10-2022-0342","title":"Collaborative governance and integrated risk management framework of natural disasters","year":2024,"lang":"en","type":"article","venue":"Journal of Asia Business Studies","topic":"Disaster Management and Resilience","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":"University Canada West","funders":"","keywords":"Corporate governance; Natural disaster; Business; Risk management; Collaborative governance; Risk governance; Environmental resource management; Economics; Finance; Geography","score_opus":0.008979702811502404,"score_gpt":0.30793737486809314,"score_spread":0.29895767205659074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403238871","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":[0.79351276,0.15901297,0.001783878,0.0113186985,0.006695946,0.00048898306,0.000022858423,0.000046237277,0.027117655],"genre_scores_gemma":[0.9533574,0.043334108,0.0016065122,0.000021705822,0.00014604857,0.0000021184621,1.9495535e-7,0.0000055845107,0.0015263151],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9989495,0.000088444554,0.00028762754,0.000116067866,0.00041595634,0.00014239589],"domain_scores_gemma":[0.9989462,0.00017863665,0.00029696303,0.000060064962,0.0004869004,0.00003124199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043077493,0.000104205064,0.00025603868,0.00009630005,0.00017240204,0.0001096953,0.00018052661,0.000028858687,0.000009614066],"category_scores_gemma":[0.00035187174,0.00006837622,0.000046265584,0.0011141318,0.00054777315,0.00043719407,0.00009684562,0.00015487248,0.0000017794322],"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":[0.0005151844,0.00026219894,0.02333141,0.0020845735,0.004773431,0.0004320262,0.22955386,0.000374187,0.00005614087,0.4051671,0.042330477,0.29111943],"study_design_scores_gemma":[0.0006003608,0.000157283,0.15688106,0.006193872,0.0006782119,0.000006878268,0.6451336,0.000080645164,0.000050078455,0.020751629,0.16908446,0.00038192124],"about_ca_topic_score_codex":0.000043216856,"about_ca_topic_score_gemma":0.0001620106,"teacher_disagreement_score":0.41557974,"about_ca_system_score_codex":0.00006743845,"about_ca_system_score_gemma":0.000055901924,"threshold_uncertainty_score":0.2788301},"labels":[],"label_agreement":null},{"id":"W4403534245","doi":"10.1109/mpel.2024.3440693","title":"Sustainable Cost-Effective Solution of Climate Emergency With Many More Societal Benefits","year":2024,"lang":"en","type":"article","venue":"IEEE Power Electronics Magazine","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Climate change; Risk analysis (engineering); Environmental economics; Environmental planning; Environmental resource management; Natural resource economics; Business; Environmental science; Economics; Ecology","score_opus":0.007749890512432113,"score_gpt":0.28795694187152954,"score_spread":0.2802070513590974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403534245","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":[0.6198702,0.016263194,0.0075590364,0.0038110637,0.0017465011,0.004630388,0.000031762193,0.000551175,0.3455367],"genre_scores_gemma":[0.9624414,0.0028698058,0.00004579842,0.000030905605,0.000093722476,0.00012149651,0.000007791714,0.000025199797,0.034363884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799585,0.000066947,0.00020581545,0.0003471704,0.0004714531,0.0009127683],"domain_scores_gemma":[0.9994542,0.000035743746,0.00007939557,0.00017346971,0.00017718125,0.00008001265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055902964,0.00016837545,0.00017902978,0.000118093245,0.00029542067,0.000108898,0.00026155994,0.00007797986,0.00019786712],"category_scores_gemma":[0.000018602732,0.0001421232,0.000105213345,0.0008032269,0.00022558129,0.0006601626,0.00005920473,0.00019540559,0.000075269985],"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":[0.00019747028,0.0003422246,0.0014362237,0.0005874984,0.0003176525,0.00006874429,0.018145699,0.00071183697,0.0027265118,0.926164,0.02032497,0.028977178],"study_design_scores_gemma":[0.0015959751,0.002518526,0.011635693,0.0004306652,0.0005753467,0.00001191805,0.019959096,0.004930404,0.002887265,0.01103041,0.9428043,0.0016204332],"about_ca_topic_score_codex":0.00008466618,"about_ca_topic_score_gemma":0.00066924735,"teacher_disagreement_score":0.9224793,"about_ca_system_score_codex":0.00025103468,"about_ca_system_score_gemma":0.00019974547,"threshold_uncertainty_score":0.57956165},"labels":[],"label_agreement":null},{"id":"W4403637697","doi":"10.1002/jcop.23156","title":"What matters most to the perception of community resilience in Romania?","year":2024,"lang":"en","type":"article","venue":"Journal of Community Psychology","topic":"Disaster Management and Resilience","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":"Bishop's University","funders":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii","keywords":"Community resilience; Construct (python library); Perception; Resilience (materials science); Psychology; Social psychology; Psychological resilience; Measure (data warehouse); Latent variable; Sample (material); Formative assessment; Sociology; Developmental psychology; Mathematics; Computer science; Statistics","score_opus":0.04972503388886478,"score_gpt":0.40573527727324366,"score_spread":0.35601024338437887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403637697","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":[0.9135208,0.00021245859,0.00028599793,0.07074802,0.0013831144,0.00012247253,8.1293575e-7,0.000009733802,0.013716576],"genre_scores_gemma":[0.99327004,0.00065962644,0.00006890216,0.00543196,0.00008050834,0.0000019474621,5.5324836e-7,0.000005514946,0.00048092398],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9955371,0.0035193402,0.00039454937,0.00004375821,0.0003087987,0.00019643645],"domain_scores_gemma":[0.9987337,0.00053825986,0.00014121122,0.00043021954,0.000093074545,0.00006351509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005174746,0.00007701113,0.00017854017,0.00028353377,0.00046122074,0.00015861916,0.0016040411,0.000065988694,0.000120015204],"category_scores_gemma":[0.0001455156,0.000055380817,0.00007030486,0.0007334698,0.0005162417,0.0006489643,0.00017792001,0.0011510389,0.000033801225],"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":[0.00015929437,0.0006688863,0.0032075658,0.00007967063,0.00005004635,0.000018289886,0.7329823,0.00020038737,0.0026368513,0.004443013,0.11904854,0.13650516],"study_design_scores_gemma":[0.00026206585,0.00046076206,0.2503635,0.00039580735,0.000022744654,0.000022359369,0.54123104,0.000012840429,0.000006871336,0.005194993,0.20191918,0.00010786423],"about_ca_topic_score_codex":0.001705582,"about_ca_topic_score_gemma":0.008645243,"teacher_disagreement_score":0.24715592,"about_ca_system_score_codex":0.0000675145,"about_ca_system_score_gemma":0.000050859395,"threshold_uncertainty_score":0.5000755},"labels":[],"label_agreement":null},{"id":"W4403717018","doi":"10.1080/10967494.2024.2406430","title":"Balancing speed and coordination: Senior leaders’ perspectives on civil service transformation during and after the pandemic","year":2024,"lang":"en","type":"article","venue":"International Public Management Journal","topic":"Disaster Management and Resilience","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":"Network for Business Sustainability","funders":"","keywords":"Pandemic; Civil service; Service (business); Public relations; Political science; Management; Coronavirus disease 2019 (COVID-19); Public administration; Sociology; Business; Public service; Marketing; Medicine; Economics","score_opus":0.01775730562708305,"score_gpt":0.28677643758590243,"score_spread":0.2690191319588194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403717018","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":[0.5749628,0.0005769037,0.0008921087,0.1373322,0.0010374655,0.00031094157,0.0000029223993,0.000089684494,0.28479502],"genre_scores_gemma":[0.9899575,0.0011035076,0.000024750378,0.00045777587,0.00039709167,0.000008293254,0.0000014035503,0.0000062299882,0.008043445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988554,0.00007603331,0.00016281159,0.00017488991,0.0005518067,0.00017902868],"domain_scores_gemma":[0.99969614,0.000053486776,0.000045760553,0.000054505235,0.00008667353,0.00006342001],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00076405145,0.00008902602,0.00005726493,0.00026457,0.00044148223,0.0015187002,0.00023260222,0.000026348047,0.0003602141],"category_scores_gemma":[0.000023812143,0.00006411455,0.000033957615,0.0002230881,0.00013521538,0.0010996147,0.000065747416,0.00017550966,0.000017638038],"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":[0.00014468459,0.0001038832,0.014450295,0.00028179947,0.00071360753,0.0001318223,0.23489486,0.00009766944,0.00006864049,0.6720459,0.0040057693,0.073061064],"study_design_scores_gemma":[0.0012081001,0.00004396769,0.11955929,0.00052792596,0.00010406266,0.00012372735,0.536349,0.0071388637,0.0000035609064,0.01222275,0.32232028,0.00039844483],"about_ca_topic_score_codex":0.000020810023,"about_ca_topic_score_gemma":0.00029405177,"teacher_disagreement_score":0.6598232,"about_ca_system_score_codex":0.00012739933,"about_ca_system_score_gemma":0.000018042514,"threshold_uncertainty_score":0.9995178},"labels":[],"label_agreement":null},{"id":"W4403891611","doi":"10.1007/s12132-024-09525-2","title":"A Quick-Scan Methodology Incorporating Local Knowledge for Climate Risk and Vulnerability Assessments Applied in Kampala","year":2024,"lang":"en","type":"article","venue":"Urban Forum","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"University of British Columbia","funders":"","keywords":"Human geography; Vulnerability (computing); Environmental planning; Climate change; Environmental resource management; Regional science; Geography; Environmental science; Computer science; Economic geography; Geology","score_opus":0.05165487205823543,"score_gpt":0.3917941103600783,"score_spread":0.34013923830184284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403891611","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":[0.49446353,0.0018868698,0.18715972,0.0018649697,0.0020293407,0.00309283,0.00006866427,0.00059367635,0.30884042],"genre_scores_gemma":[0.99503666,0.000038114344,0.003767794,0.000054529468,0.00009525985,0.000107819236,0.000005341468,0.000011472288,0.0008830053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844325,0.00033635923,0.00023904287,0.00038977896,0.00013076625,0.00046083372],"domain_scores_gemma":[0.99914306,0.00059057993,0.00006286801,0.00010411239,0.000020641835,0.00007874792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026255741,0.00011291754,0.00019217469,0.00011951151,0.0003495395,0.00014708086,0.00017932687,0.00008776173,0.000016481981],"category_scores_gemma":[0.00011875395,0.00010019429,0.000046150162,0.00033564138,0.00040221267,0.00018075634,0.0001604806,0.00015602581,0.000013168061],"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":[0.000078409,0.00012616672,0.15269521,0.0003726392,0.00003535909,0.0000045670304,0.016359545,0.00003740796,0.00011271233,0.5374598,0.005827439,0.28689077],"study_design_scores_gemma":[0.0025802134,0.0006398385,0.05385091,0.00035644643,0.000220686,0.0000015715632,0.16159625,0.058154743,0.00020010234,0.31775838,0.40327913,0.0013617214],"about_ca_topic_score_codex":0.00046900052,"about_ca_topic_score_gemma":0.008796163,"teacher_disagreement_score":0.50057316,"about_ca_system_score_codex":0.00010412938,"about_ca_system_score_gemma":0.00009349765,"threshold_uncertainty_score":0.49084654},"labels":[],"label_agreement":null},{"id":"W4403909515","doi":"10.1142/9789811296628_0014","title":"Exploring the Impact of Institutions, Governance, Organization, and Politics in Relation to the Pandemic Response","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Corporate governance; Relation (database); Pandemic; Political science; Coronavirus disease 2019 (COVID-19); Business; Medicine; Law; Computer science; Data mining; Finance","score_opus":0.07825876000907128,"score_gpt":0.30995813255090676,"score_spread":0.23169937254183548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909515","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09576395,0.00023780069,0.000015352789,0.0009563649,0.0012049443,0.0005900242,0.000026571419,0.00003956352,0.9011654],"genre_scores_gemma":[0.40862143,0.00001872245,0.000004507622,0.000016859518,0.00007132388,0.0000062332188,0.0000021825956,0.000007826596,0.5912509],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876416,0.00007106945,0.00025165838,0.00027793943,0.00044191277,0.00019325025],"domain_scores_gemma":[0.99926853,0.00016466601,0.000106877,0.00030829792,0.000096258955,0.000055382796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016059622,0.000118486896,0.00011832613,0.00027824333,0.00070832745,0.0003210095,0.0003830011,0.00003927134,0.000045709716],"category_scores_gemma":[0.00013667306,0.00007146743,0.000050877414,0.00038637582,0.00088817807,0.00013029651,0.00017597392,0.00019616526,0.000056315734],"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":[0.0000099526205,0.0000032228425,0.000462346,0.0000101910255,0.000012837531,0.0000020620898,0.017698996,0.000118851276,0.000026155101,0.9758305,0.004744959,0.0010799394],"study_design_scores_gemma":[0.000056670357,0.000011640116,0.010418267,0.00034251393,0.000029307479,6.152856e-7,0.0007368523,0.0000147127075,0.000004942358,0.015236248,0.97301024,0.00013798478],"about_ca_topic_score_codex":0.00016985438,"about_ca_topic_score_gemma":0.0117543135,"teacher_disagreement_score":0.9682653,"about_ca_system_score_codex":0.00022661917,"about_ca_system_score_gemma":0.00039631934,"threshold_uncertainty_score":0.6559183},"labels":[],"label_agreement":null},{"id":"W4403909848","doi":"10.1142/9789811296642_0001","title":"Improving the Response to Future Pandemics Requires an Improved Understanding of the Role Played by Institutions, Politics, Organization, and Governance","year":2024,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Politics; Corporate governance; Political science; Pandemic; Public administration; Coronavirus disease 2019 (COVID-19); Management; Economics; Law; Medicine","score_opus":0.020930877407249103,"score_gpt":0.2540869439577259,"score_spread":0.2331560665504768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403909848","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008742318,0.0013804194,0.0004977268,0.0040099747,0.005506973,0.0015244414,0.00026239862,0.00014634442,0.9779294],"genre_scores_gemma":[0.26561776,0.0000075016787,0.000023510265,0.00013814459,0.00020922552,0.0000038989383,0.0000057053603,0.000019994726,0.7339743],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822927,0.00008722162,0.00029329216,0.00049428147,0.00060133805,0.0002945952],"domain_scores_gemma":[0.9989087,0.00009435355,0.00022865419,0.00052267464,0.00012820719,0.00011743831],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012374497,0.00018866423,0.00016049537,0.00012712042,0.0020770459,0.0008933014,0.0008066783,0.00011220941,0.000023455037],"category_scores_gemma":[0.00009412845,0.00012412899,0.00005575144,0.00025161236,0.0018342512,0.00017749263,0.00038144767,0.00025572328,0.00000569308],"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":[0.00001435498,0.000004419593,0.000024042422,0.00002352501,0.000016393959,7.8717915e-7,0.010991837,0.0000024682488,0.0025832353,0.98038304,0.0052407775,0.0007151428],"study_design_scores_gemma":[0.00007581477,0.000015739291,0.00002210016,0.0001803165,0.000067740315,6.146142e-7,0.0098204445,0.000048516264,0.00019717451,0.03773158,0.95162594,0.00021399908],"about_ca_topic_score_codex":0.0001352618,"about_ca_topic_score_gemma":0.01500162,"teacher_disagreement_score":0.9463852,"about_ca_system_score_codex":0.00028922164,"about_ca_system_score_gemma":0.00061004964,"threshold_uncertainty_score":0.9992221},"labels":[],"label_agreement":null},{"id":"W4403917018","doi":"10.1016/j.ijdrr.2024.104912","title":"Post-disaster housing recovery estimation: Data and lessons learned from the 2017 Tubbs and 2018 Camp Fires","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Estimation; Engineering; Forensic engineering; Systems engineering","score_opus":0.06491684315766533,"score_gpt":0.3673666558939054,"score_spread":0.30244981273624005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403917018","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":[0.9556272,0.0025277147,0.003009125,0.032410342,0.004800749,0.00010875512,0.0001359728,0.000022190232,0.0013579547],"genre_scores_gemma":[0.9923645,0.0041255634,0.00061948976,0.00008821212,0.0017581827,0.0000012554585,0.000026123498,0.00000993733,0.0010066958],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863386,0.00017876751,0.00028780705,0.00024074841,0.0005349548,0.00012383304],"domain_scores_gemma":[0.9991961,0.00020184593,0.00022701369,0.00017912824,0.00013230758,0.00006359198],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007222743,0.00009994721,0.000107123575,0.0001089778,0.00028000987,0.0011121598,0.00053565507,0.00004871205,0.00007998114],"category_scores_gemma":[0.00025285748,0.00006912965,0.00004739191,0.000085657055,0.0003425604,0.002004358,0.000231644,0.00020286794,0.00001686376],"study_design_candidate":"design_other","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":[0.00017015269,0.000053368094,0.0018263643,0.000012390172,0.0003833335,0.00003069116,0.048690785,0.00019999922,0.0003991613,0.0009891768,0.017145576,0.930099],"study_design_scores_gemma":[0.002392799,0.000516558,0.065166436,0.0031603354,0.0014428911,0.0005731704,0.34033686,0.02667952,0.00016764773,0.10546241,0.4528898,0.001211565],"about_ca_topic_score_codex":0.00084550667,"about_ca_topic_score_gemma":0.0004387206,"teacher_disagreement_score":0.9288874,"about_ca_system_score_codex":0.00005552653,"about_ca_system_score_gemma":0.00008133623,"threshold_uncertainty_score":0.9999248},"labels":[],"label_agreement":null},{"id":"W4403926028","doi":"10.1016/j.ijdrr.2024.104914","title":"Household evacuation decision making during simultaneous events: Hurricane Ida and the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"National Science Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Aeronautics; Environmental science; Virology; Medical emergency; Engineering; Medicine; Outbreak","score_opus":0.025225018318387617,"score_gpt":0.3563710815155865,"score_spread":0.33114606319719886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403926028","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":[0.9812878,0.0009365306,0.011040444,0.0026118148,0.0032956148,0.00016636455,0.000005908965,0.00004044125,0.00061507797],"genre_scores_gemma":[0.99581164,0.0021597946,0.0001609397,0.00008529564,0.0011768595,0.000003654518,0.0000010268398,0.00000949914,0.0005912989],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99817157,0.00026100263,0.00038770103,0.00016654223,0.00087926607,0.0001339043],"domain_scores_gemma":[0.99892396,0.0004788113,0.00030108474,0.00007646786,0.00013578864,0.00008387499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013474557,0.000092973954,0.000114565475,0.00024351421,0.0002929357,0.0003686295,0.0003565119,0.00004620939,0.00006193084],"category_scores_gemma":[0.00094337604,0.00006192912,0.00010404222,0.00019322106,0.0002502023,0.00070654997,0.00007428531,0.0002191842,0.0000078512],"study_design_candidate":"design_other","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":[0.0037395775,0.00023226537,0.041522197,0.00010397331,0.00096426357,0.00027081862,0.14938362,0.0489058,0.0009430088,0.014001586,0.0026735645,0.7372593],"study_design_scores_gemma":[0.019384095,0.00064120616,0.044153627,0.004938051,0.0020330388,0.0067863185,0.27387056,0.03124972,0.00011974007,0.3733763,0.24136779,0.002079545],"about_ca_topic_score_codex":0.00014155066,"about_ca_topic_score_gemma":0.00009711377,"teacher_disagreement_score":0.7351798,"about_ca_system_score_codex":0.00032932727,"about_ca_system_score_gemma":0.0000928572,"threshold_uncertainty_score":0.35547027},"labels":[],"label_agreement":null},{"id":"W4403948735","doi":"10.3390/ijerph21111448","title":"Factors Associated with Impact of Event Scores Among Ontario Education Workers During the COVID-19 Pandemic","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Sinai Health System","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Event (particle physics); Environmental health; Betacoronavirus; Medicine; Psychology; Virology; Outbreak; Disease","score_opus":0.12612886503091006,"score_gpt":0.4453263980223355,"score_spread":0.3191975329914254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403948735","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":[0.9946667,0.00048443812,0.000029309804,0.0038706046,0.00016980899,0.00015000031,0.00001108133,0.000004379395,0.0006136848],"genre_scores_gemma":[0.9972141,0.00064560736,0.0000026835214,0.000046700603,0.00008591019,0.0000027519504,0.0000063355938,0.0000043744885,0.001991567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784136,0.00031790134,0.00023583265,0.00010249429,0.0012427561,0.00025965422],"domain_scores_gemma":[0.99903774,0.00033156163,0.00015723667,0.0000507409,0.000051639694,0.00037109762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024856122,0.00006077886,0.0000897266,0.00027089473,0.00027510355,0.0002347634,0.0003505956,0.000027330534,0.00037720066],"category_scores_gemma":[0.00028345268,0.00003401552,0.000060379793,0.00016829773,0.00061802194,0.0004520976,0.00006947352,0.00029824497,9.073046e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002840255,0.00017534512,0.98100215,0.000008359073,0.00014689716,0.000003970574,0.012203537,0.000027610067,0.000014763193,0.00022392844,0.00052104227,0.0056439866],"study_design_scores_gemma":[0.00014887519,0.00020657448,0.98047096,0.00009855423,0.000002397354,0.0000033751392,0.0142941475,0.0000061478286,8.0152535e-7,0.00039397657,0.0043403795,0.000033818502],"about_ca_topic_score_codex":0.028107874,"about_ca_topic_score_gemma":0.04699022,"teacher_disagreement_score":0.018882344,"about_ca_system_score_codex":0.0030875145,"about_ca_system_score_gemma":0.0032369224,"threshold_uncertainty_score":0.97836405},"labels":[],"label_agreement":null},{"id":"W4403952982","doi":"10.4102/jamba.v16i2.1799","title":"Statutory and policy-based eco-disaster risk reduction in SADC member states","year":2024,"lang":"en","type":"article","venue":"Jàmbá Journal of Disaster Risk Studies","topic":"Disaster Management and Resilience","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":"Science North","funders":"North-West University","keywords":"Disaster risk reduction; Statutory law; Reduction (mathematics); Member states; Business; Environmental health; Political science; Environmental planning; International trade; Medicine; Geography; European union; Law","score_opus":0.02370957214274718,"score_gpt":0.35907734222083554,"score_spread":0.3353677700780884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403952982","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":[0.9785953,0.01248809,0.00013057953,0.0026548798,0.001259627,0.00021021563,0.00002165828,0.000034438002,0.00460517],"genre_scores_gemma":[0.9842157,0.011872455,0.000290213,0.00008863958,0.0007501126,0.000007882518,8.7868665e-7,0.00001990287,0.0027542387],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99767673,0.00048232797,0.0005809256,0.00027714312,0.00056645164,0.0004164372],"domain_scores_gemma":[0.998948,0.00030732647,0.00033659858,0.00013425748,0.00014163899,0.00013221319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015307361,0.00021283963,0.0003743785,0.0005328514,0.0003426491,0.00029453746,0.00021315509,0.0000633252,0.00004653846],"category_scores_gemma":[0.00028328685,0.00015521343,0.00013834695,0.00052705663,0.00074013474,0.00066338596,0.00011001903,0.00036878962,0.000022536087],"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":[0.00043150462,0.00041760263,0.11607152,0.00056804373,0.0012289092,0.00019534884,0.6988599,0.0029780471,0.000090020745,0.0033783184,0.036643293,0.13913754],"study_design_scores_gemma":[0.0022029297,0.0006725996,0.042337373,0.001561481,0.0006753265,0.000019153198,0.76022536,0.0009254563,0.000057075762,0.030373959,0.1601286,0.0008206888],"about_ca_topic_score_codex":0.0005681483,"about_ca_topic_score_gemma":0.0018991072,"teacher_disagreement_score":0.13831685,"about_ca_system_score_codex":0.00020269323,"about_ca_system_score_gemma":0.0001826545,"threshold_uncertainty_score":0.632942},"labels":[],"label_agreement":null},{"id":"W4404130608","doi":"10.1088/2634-4505/ad8fcc","title":"Climate change, mass casualty incidents, and emergency response in the Arctic","year":2024,"lang":"en","type":"article","venue":"Environmental Research Infrastructure and Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia; Pacific Institute for Climate Solutions","funders":"UK Research and Innovation","keywords":"Emergency response; Mass Casualty; Mass-casualty incident; Arctic; The arctic; Climate change; Aeronautics; Disaster response; Medical emergency; Emergency management; Engineering; Poison control; Suicide prevention; Medicine; Political science; Oceanography; Geology","score_opus":0.024587966773150643,"score_gpt":0.37245053941792367,"score_spread":0.34786257264477305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404130608","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":[0.9909041,0.0015919332,0.000009305693,0.004894753,0.00010100302,0.00088037085,0.000009138942,0.000016268503,0.0015931485],"genre_scores_gemma":[0.9958866,0.003278494,0.000012876828,0.00005080753,0.00009559452,0.00009028287,0.0000024679682,0.000007181107,0.0005756635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99649143,0.0015447013,0.00017823165,0.00040277964,0.0007591191,0.00062373787],"domain_scores_gemma":[0.9992449,0.00037684466,0.000016526574,0.00022145169,0.000016664408,0.00012360193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059905653,0.00011455222,0.00009980246,0.000165187,0.00067569956,0.00023178346,0.00028116768,0.00007931143,0.00026380373],"category_scores_gemma":[0.0005124769,0.00008002162,0.000029418421,0.00041533957,0.0012534601,0.0004430923,0.00031036104,0.00044405076,0.000006683786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039879975,0.00008103787,0.7443231,0.000506368,0.000012224492,0.00026515743,0.14152151,0.0000042376214,0.00009496524,0.017200623,0.0005671687,0.09502484],"study_design_scores_gemma":[0.00008129362,0.000088969515,0.8020878,0.00001816421,0.0000044339454,0.0000021398678,0.11832342,0.00007164431,0.0000016984404,0.05928866,0.01994636,0.000085425745],"about_ca_topic_score_codex":0.00048330578,"about_ca_topic_score_gemma":0.0002490744,"teacher_disagreement_score":0.09493942,"about_ca_system_score_codex":0.0004314506,"about_ca_system_score_gemma":0.00006430008,"threshold_uncertainty_score":0.5197003},"labels":[],"label_agreement":null},{"id":"W4404141048","doi":"10.1007/s10903-024-01649-8","title":"Experiences of Immigrants During Disasters in the US: A Systematic Literature Review","year":2024,"lang":"en","type":"review","venue":"Journal of Immigrant and Minority Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"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":"National Science Foundation","keywords":"Immigration; Deportation; Disadvantaged; Ethnic group; Public health; Population; Refugee; Criminology; Economic growth; Demographic economics; Political science; Development economics; Medicine; Environmental health; Sociology; Economics; Law; Nursing","score_opus":0.02629568279295533,"score_gpt":0.36704611071063586,"score_spread":0.3407504279176805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404141048","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016759264,0.9957381,6.2403524e-7,0.0005083804,0.00052320486,0.0013030714,0.000006474418,0.000004268192,0.00023998466],"genre_scores_gemma":[0.0010035923,0.9982656,0.000012125739,0.0001371875,0.00018960115,0.00003619363,0.0000015036658,0.0000076146875,0.00034657834],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.995705,0.0012937601,0.0016936118,0.00020685958,0.00076443545,0.00033629697],"domain_scores_gemma":[0.99793994,0.00018790718,0.0014786827,0.00019982402,0.000069683236,0.00012395054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042333473,0.0002653304,0.0021273866,0.00036527877,0.00018242223,0.00016521559,0.0007242953,0.00010935211,0.0000041645903],"category_scores_gemma":[0.00016250978,0.00012957283,0.0005159795,0.0010615208,0.00022146972,0.00026400943,0.000056130648,0.0005235255,0.0000023329355],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037569357,0.000044049968,0.0000077102595,0.8086214,0.000051333398,0.0000751115,0.16764049,1.4254701e-8,1.8155555e-8,0.0001805383,0.0006576969,0.022717861],"study_design_scores_gemma":[0.00009262627,0.000083021034,0.000015665993,0.8333342,0.0005955816,0.00013511068,0.08902651,2.0907027e-7,1.4205312e-8,0.00001659295,0.076567836,0.00013265002],"about_ca_topic_score_codex":0.000480415,"about_ca_topic_score_gemma":0.0013231406,"teacher_disagreement_score":0.07861398,"about_ca_system_score_codex":0.00008172619,"about_ca_system_score_gemma":0.0003766139,"threshold_uncertainty_score":0.52838266},"labels":[],"label_agreement":null},{"id":"W4404231743","doi":"10.2196/preprints.54841","title":"Assessing the Quality of an Online Democratic Deliberation on COVID-19 Pandemic Triage Protocols for Access to Critical Care in an Extreme Pandemic Context: Mixed Methods Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Context (archaeology); Deliberation; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Triage; 2019-20 coronavirus outbreak; Preprint; Quality (philosophy); Computer science; Virology; Medicine; Political science; Medical emergency; Outbreak; Geography; World Wide Web; Politics","score_opus":0.6523203183019238,"score_gpt":0.6520870438407257,"score_spread":0.00023327446119814077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404231743","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":[0.83532995,0.000009334422,0.100386254,0.0012466451,0.00038117706,0.061996456,0.000037044654,0.00024030502,0.000372817],"genre_scores_gemma":[0.96831274,0.0000031089287,0.0066735013,0.00075845834,0.00016785655,0.023708269,0.000065232445,0.00003033414,0.00028047818],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9870398,0.009135335,0.0013241129,0.0011657196,0.0008665765,0.00046848107],"domain_scores_gemma":[0.9934694,0.0044672675,0.0004009756,0.0009772752,0.0003902923,0.00029477448],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.016835399,0.0003270716,0.00075173867,0.00027794708,0.00056191004,0.001205205,0.0019091761,0.00028791127,0.000045797424],"category_scores_gemma":[0.01055601,0.00024017718,0.00015641919,0.00049882854,0.0002857266,0.000793571,0.0009467797,0.00049875583,0.0000017595762],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010918754,0.003589479,0.3400934,0.0023313945,0.00010138138,0.000009010464,0.19083302,0.013651943,0.0006642394,0.0063076396,0.00019278254,0.44113383],"study_design_scores_gemma":[0.0022148013,0.00089246436,0.31884626,0.00042873828,0.000112400114,1.6050177e-7,0.64138573,0.005083384,0.000061808074,0.030035945,0.00024262222,0.000695656],"about_ca_topic_score_codex":0.005145488,"about_ca_topic_score_gemma":0.23404695,"teacher_disagreement_score":0.45055273,"about_ca_system_score_codex":0.00049293065,"about_ca_system_score_gemma":0.0009469788,"threshold_uncertainty_score":0.9998316},"labels":[],"label_agreement":null},{"id":"W4404258932","doi":"10.1016/j.ijdrr.2024.104975","title":"Developing a Digital Disaster Documents System for essential documents: Perspectives of decision-makers in disaster and emergency management in Canada","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Calgary","funders":"Institute for Catastrophic Loss Reduction","keywords":"Emergency management; Medical emergency; Business; Engineering; Political science; Medicine","score_opus":0.007016696356172774,"score_gpt":0.3071904314255548,"score_spread":0.30017373506938205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404258932","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":[0.98618263,0.00060569396,0.00593871,0.00055139465,0.004428429,0.00035358564,0.000022979375,0.000006842181,0.0019097495],"genre_scores_gemma":[0.9979566,0.00074381975,0.0005357666,0.0000039140637,0.00027888233,0.000015321626,0.0000034536301,0.000012218824,0.00045002546],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99783856,0.000076890065,0.00077204366,0.00026567333,0.0008214198,0.00022544456],"domain_scores_gemma":[0.9992959,0.00007503762,0.000312795,0.000078217345,0.00017145429,0.00006663429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004380947,0.00014325693,0.00020523612,0.0004900041,0.00006272469,0.0002518384,0.00035125416,0.000035734232,0.000037975376],"category_scores_gemma":[0.000060188362,0.00012445933,0.000096278716,0.00028869096,0.00009701208,0.0015344054,0.00011025398,0.000119477125,0.0000018330783],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022911336,0.00060459704,0.16226663,0.00084881316,0.002260512,0.00049132283,0.31003246,0.002267312,0.00017032179,0.051408682,0.0026273197,0.4647309],"study_design_scores_gemma":[0.0020536461,0.00008944791,0.016818708,0.0025626177,0.00012245495,0.000047348763,0.9642095,0.0005874523,0.000043396365,0.008220079,0.0048754904,0.00036984912],"about_ca_topic_score_codex":0.032659434,"about_ca_topic_score_gemma":0.09179001,"teacher_disagreement_score":0.65417707,"about_ca_system_score_codex":0.001230571,"about_ca_system_score_gemma":0.00024108058,"threshold_uncertainty_score":0.9737822},"labels":[],"label_agreement":null},{"id":"W4404321491","doi":"10.1016/j.ijdrr.2024.104962","title":"Disaster risk reduction education (DRRE) in elementary education of Pakistan: Challenges and scaling up endeavours","year":2024,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"King Saud University","keywords":"Disaster risk reduction; Reduction (mathematics); Scaling; Environmental health; Engineering; Medicine; Environmental science; Environmental planning; Mathematics","score_opus":0.014865065532280628,"score_gpt":0.34493125235697214,"score_spread":0.3300661868246915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404321491","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":[0.97137904,0.0074585723,0.00027009918,0.0020912124,0.012477026,0.00023219275,0.000009795163,0.000018414275,0.00606366],"genre_scores_gemma":[0.9784879,0.017849468,0.000498615,0.000013130553,0.0019418565,0.000011102319,0.000011548509,0.000015402973,0.0011709749],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9978154,0.00034553817,0.00070751604,0.0002792977,0.00067119085,0.00018108853],"domain_scores_gemma":[0.9987876,0.00006038331,0.000598303,0.00011693373,0.0003429565,0.00009385422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011972545,0.0001496914,0.0001858965,0.00070982927,0.00010327406,0.00020108154,0.00029615778,0.00008434224,0.00007327307],"category_scores_gemma":[0.0000925352,0.00013829248,0.00011654192,0.00023642844,0.00023341904,0.0015423235,0.00005233851,0.00033907953,0.000006569601],"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":[0.00023901138,0.00038634593,0.0025127062,0.00006906184,0.00015167032,0.000002164245,0.08529312,0.0000802501,0.0004499818,0.013478671,0.00083368795,0.8965033],"study_design_scores_gemma":[0.00094846514,0.0003326951,0.038460035,0.0024589046,0.00037018827,0.00016696416,0.8684442,0.00021013597,0.00074758084,0.052173473,0.03520256,0.00048482287],"about_ca_topic_score_codex":0.0009211609,"about_ca_topic_score_gemma":0.00021658473,"teacher_disagreement_score":0.8960185,"about_ca_system_score_codex":0.00032063352,"about_ca_system_score_gemma":0.00039635433,"threshold_uncertainty_score":0.5639404},"labels":[],"label_agreement":null},{"id":"W4404381145","doi":"10.18733/cpi29733","title":"Indigenous Peoples and the COVID-19 Pandemic: Learning, Preparedness, Challenges and the Way Forward","year":2024,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preparedness; Pandemic; Indigenous; Coronavirus disease 2019 (COVID-19); Geography; 2019-20 coronavirus outbreak; History; Political science; Economic growth; Virology; Medicine; Biology; Economics; Ecology; Infectious disease (medical specialty); Law; Outbreak","score_opus":0.48752875136753054,"score_gpt":0.4669694852304179,"score_spread":0.02055926613711262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404381145","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":[0.8635992,0.10743965,0.000021592574,0.015510949,0.00026851197,0.00042427232,0.0000015988526,0.00012835761,0.012605895],"genre_scores_gemma":[0.86241436,0.12292994,0.0000036625233,0.00047533066,0.00035886606,0.000034214703,0.0000021214212,0.000003553346,0.013777924],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874187,0.00039311254,0.00012736315,0.00028453005,0.00021935067,0.00023376588],"domain_scores_gemma":[0.99898195,0.0007636651,0.00003575178,0.00006971543,0.000020098543,0.0001288181],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010445779,0.00012242972,0.0001729619,0.000016693253,0.0011400848,0.00048586904,0.00018201662,0.00008145776,0.000047332967],"category_scores_gemma":[0.0003592393,0.000046334575,0.000052079657,0.00008083412,0.0039189607,0.00022191592,0.00019593393,0.00018799095,0.000007175374],"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":[0.00009098464,0.0000070099186,0.0010774375,0.0001060226,0.000028974311,0.000005306936,0.83037376,0.0000017980472,0.000002650401,0.13485423,0.00082063,0.03263119],"study_design_scores_gemma":[0.0005953906,0.00003535675,0.0016056609,0.000024077315,0.00004843445,0.00001779086,0.46122837,0.00005271615,1.5637399e-7,0.0091635855,0.5271071,0.00012131181],"about_ca_topic_score_codex":0.0004569975,"about_ca_topic_score_gemma":0.0015275415,"teacher_disagreement_score":0.5262865,"about_ca_system_score_codex":0.000015816579,"about_ca_system_score_gemma":0.000042439973,"threshold_uncertainty_score":0.9987918},"labels":[],"label_agreement":null},{"id":"W4404451029","doi":"10.1080/17477891.2024.2422353","title":"Factors influencing women’s participation in disaster recovery after the 2005 earthquake in Kashmir, Pakistan","year":2024,"lang":"en","type":"article","venue":"Environmental Hazards","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":"University of Alberta","funders":"","keywords":"Occupational safety and health; Natural disaster; Poison control; Socioeconomics; Environmental planning; Business; Medical emergency; Political science; Geography; Medicine; Sociology; Law","score_opus":0.010740857582085397,"score_gpt":0.2846476916828535,"score_spread":0.2739068341007681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404451029","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":[0.99242246,0.0002796992,0.000009174068,0.0003424465,0.00031722776,0.00024364825,0.000008589302,0.000025485308,0.0063512563],"genre_scores_gemma":[0.9935832,0.000093363684,0.000003900622,0.0001549435,0.000067212844,0.000117857824,0.0000038520284,0.000011112784,0.005964543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854165,0.00016224614,0.00022542344,0.00025314355,0.00036801977,0.0004494917],"domain_scores_gemma":[0.9996914,0.00007346263,0.000025158666,0.0001414973,7.757629e-7,0.00006768605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005681356,0.00011945639,0.00009840758,0.00009864762,0.00010324273,0.00017931758,0.00016805515,0.000053849126,0.0014854537],"category_scores_gemma":[0.00001223608,0.000085488406,0.000046174333,0.00018195758,0.00024746096,0.00054481666,0.00008501658,0.00014602274,0.00017742768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009752031,0.00022818384,0.58074427,0.000038334107,0.000025109486,0.00006896723,0.33986142,0.0005395511,0.00021557319,0.0006402976,0.00039134055,0.077149436],"study_design_scores_gemma":[0.00011097823,0.000029998362,0.89012694,0.000057637946,0.0000051961338,9.178034e-8,0.05975,0.00010804765,0.000018494608,0.00042659038,0.04921542,0.00015058706],"about_ca_topic_score_codex":0.0002777788,"about_ca_topic_score_gemma":0.006634106,"teacher_disagreement_score":0.3093827,"about_ca_system_score_codex":0.00062414526,"about_ca_system_score_gemma":0.00002877454,"threshold_uncertainty_score":0.9994273},"labels":[],"label_agreement":null},{"id":"W4404533755","doi":"10.69554/iyne5082","title":"A song of water and fire: Key lessons from Hurricane Fiona and Nova Scotia wildfires","year":2024,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Nova scotia; Government (linguistics); Work (physics); Emergency management; Business continuity; Mental health; Business; Geography; Environmental planning; Environmental resource management; Political science; Engineering; Psychology; Environmental science; Computer science; Computer security","score_opus":0.021115879237250966,"score_gpt":0.3056011838995321,"score_spread":0.28448530466228117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404533755","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":[0.95029926,0.0008686691,0.000027721884,0.007115806,0.00017176622,0.00007835751,0.000004376972,0.00003840833,0.041395627],"genre_scores_gemma":[0.99296635,0.00021914499,0.00014896873,0.00007583966,0.000057652196,8.5445976e-7,0.0000026620728,0.000003504449,0.0065250075],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994169,0.000026372394,0.00008258645,0.00017407055,0.00015767005,0.00014238943],"domain_scores_gemma":[0.99981403,0.00005945168,0.000009587385,0.00006027265,0.000008688631,0.00004794901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013973449,0.000054560463,0.00007995574,0.0000295318,0.00008353494,0.0001345407,0.00008855916,0.000028715993,0.0005422665],"category_scores_gemma":[0.000011952299,0.00003460855,0.00001722708,0.000093508344,0.00032743855,0.00019120553,0.00009364053,0.000034110883,0.000024891351],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049387047,0.00019240305,0.15607175,0.00033377745,0.00028400315,0.00007381913,0.19858602,0.000006899545,0.0060400614,0.24579865,0.055811368,0.33675188],"study_design_scores_gemma":[0.0011957702,0.00033319287,0.43950975,0.0010642289,0.0003637503,0.000003283844,0.09778226,0.0040081046,0.0042997375,0.061226252,0.388848,0.0013656617],"about_ca_topic_score_codex":0.018180698,"about_ca_topic_score_gemma":0.0057375967,"teacher_disagreement_score":0.33538622,"about_ca_system_score_codex":0.0000056564904,"about_ca_system_score_gemma":0.000015350219,"threshold_uncertainty_score":0.9883573},"labels":[],"label_agreement":null},{"id":"W4404572690","doi":"10.2139/ssrn.5029275","title":"Experts at Risk: The Influence of Expertise on Conceptualising Multi-Hazard Risk Perception and Preparedness in Squamish, Canada","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Hazard; Risk perception; Perception; Risk analysis (engineering); Business; Psychology; Political science","score_opus":0.011401956628624818,"score_gpt":0.28387253655031547,"score_spread":0.27247057992169066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404572690","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":[0.99309736,0.0047777696,0.000055159573,0.00044448435,0.0005265654,0.0004142953,0.000014514691,0.000016188862,0.00065366656],"genre_scores_gemma":[0.98022556,0.017939892,0.000012415368,0.000056314886,0.00016495255,0.000023345112,0.0000021792462,0.000017989216,0.0015573428],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99642867,0.0007389077,0.00044166492,0.0004304021,0.00072443427,0.0012359439],"domain_scores_gemma":[0.9989821,0.00013383367,0.00045164282,0.0002597132,0.00008079874,0.000091966314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022100795,0.00023658483,0.00027724897,0.0001215238,0.0005996878,0.00017552324,0.0006103369,0.00015309422,0.000020963413],"category_scores_gemma":[0.00029933432,0.00017092413,0.000095336625,0.00018523402,0.00045925475,0.00012484283,0.0004947052,0.0020159434,0.0000023561552],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041667762,0.00025874784,0.108574055,0.00021278707,0.0005066092,0.000058899725,0.6667562,0.048089344,0.00033666726,0.01000416,0.0015895528,0.16319627],"study_design_scores_gemma":[0.0014632766,0.00027696695,0.07105999,0.0017770027,0.0002956399,0.000037391637,0.87344575,0.0034549832,0.00003833666,0.04407558,0.0029547273,0.0011203352],"about_ca_topic_score_codex":0.60084486,"about_ca_topic_score_gemma":0.96946526,"teacher_disagreement_score":0.36862037,"about_ca_system_score_codex":0.0039227447,"about_ca_system_score_gemma":0.004200604,"threshold_uncertainty_score":0.999901},"labels":[],"label_agreement":null},{"id":"W4404591537","doi":"10.7249/rra1944-1","title":"Applying Women, Peace, and Security Considerations to Cross-Border Disaster Response: British Columbia Earthquake Case Study","year":2024,"lang":"en","type":"book","venue":"RAND Corporation eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disaster response; Political science; Emergency response; Seismology; Geography; Computer security; Emergency management; Geology; Computer science; Law; Medical emergency; Medicine","score_opus":0.01892484628294907,"score_gpt":0.3372623895347996,"score_spread":0.31833754325185054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404591537","genre_codex":"empirical","genre_gemma":"other","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":[0.65183145,0.00013081585,0.000037608235,0.00007931759,0.0005657679,0.0038039018,0.00009744542,0.00015305259,0.34330064],"genre_scores_gemma":[0.45776367,0.0000050383637,0.00001290188,0.00018541596,0.00016522189,0.00053735054,0.000007142549,0.00002301078,0.54130024],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745077,0.00039021496,0.00047480204,0.00070606783,0.0006050851,0.00037303893],"domain_scores_gemma":[0.99883205,0.00022588077,0.0001758256,0.00028929542,0.0002075505,0.00026938264],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014054874,0.00022519057,0.00036551474,0.0001332434,0.0016739853,0.006392029,0.000117425814,0.00020273478,0.00086869486],"category_scores_gemma":[0.00011440509,0.00031975977,0.00006782438,0.00011106079,0.00048222338,0.00025367714,0.00016997551,0.00029932742,0.00007596974],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051821553,0.0004006354,0.0034657042,0.00050036155,0.00050276733,0.015659746,0.57411236,0.000031435866,0.0000130975295,0.00891521,0.30276155,0.09311889],"study_design_scores_gemma":[0.0010748224,0.00027833963,0.0008418314,0.00018875604,0.00013062944,0.00021134116,0.053450637,0.000017299995,2.0985338e-7,0.015311825,0.9278182,0.00067615043],"about_ca_topic_score_codex":0.0040873545,"about_ca_topic_score_gemma":0.4231856,"teacher_disagreement_score":0.6250566,"about_ca_system_score_codex":0.00016366187,"about_ca_system_score_gemma":0.0006472597,"threshold_uncertainty_score":0.99992543},"labels":[],"label_agreement":null},{"id":"W4404604443","doi":"10.1177/21568693241290307","title":"Local Social Capital, Disaster Housing Damage, and Mental Health: Insights from Hurricane Harvey","year":2024,"lang":"en","type":"article","venue":"Society and Mental Health","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":"University of British Columbia","funders":"","keywords":"Mental health; Social capital; Receipt; Psychology; Social determinants of health; Psychological resilience; Mental distress; Social support; Social connectedness; Gerontology; Psychiatry; Economic growth; Social psychology; Health care; Political science; Medicine; Business; Economics","score_opus":0.01979346932830692,"score_gpt":0.32344994260757826,"score_spread":0.3036564732792713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404604443","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":[0.9375949,0.012164019,0.00028345338,0.044976,0.0011426352,0.0006536842,0.00015852466,0.00015446925,0.002872323],"genre_scores_gemma":[0.98829603,0.005202804,0.00019143878,0.00422099,0.00031516774,0.0000071338486,0.00009994498,0.000016800834,0.0016497152],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982788,0.00018214938,0.0002400912,0.0004250425,0.0003933808,0.00048056783],"domain_scores_gemma":[0.9995105,0.000038924827,0.00006894824,0.000071942995,0.000009568327,0.00030010522],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00035423617,0.00016430479,0.00022936177,0.000028729837,0.002229269,0.0003186777,0.00011497867,0.000077289405,0.00006867323],"category_scores_gemma":[0.0000017665927,0.00014719238,0.00008654447,0.00018865216,0.000899037,0.00046995358,0.00015886991,0.0001867657,0.00001691585],"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":[0.000024281379,0.00014958682,0.0011944404,0.00039991087,0.00008325042,0.0000040527307,0.7663116,4.2934144e-7,0.000054526783,0.01581865,0.12053112,0.095428154],"study_design_scores_gemma":[0.0007819613,0.00023556291,0.00796306,0.00029987493,0.000014233928,0.0000013407677,0.680727,0.0006183393,0.0000068565187,0.0020953098,0.30687472,0.0003817005],"about_ca_topic_score_codex":0.00816385,"about_ca_topic_score_gemma":0.0073373723,"teacher_disagreement_score":0.18634361,"about_ca_system_score_codex":0.00032148793,"about_ca_system_score_gemma":0.00024079421,"threshold_uncertainty_score":0.9990697},"labels":[],"label_agreement":null},{"id":"W4404639483","doi":"10.1038/s44304-024-00034-7","title":"Rethinking natural hazards research and engagement to include co-creation with Indigenous communities","year":2024,"lang":"en","type":"article","venue":"npj natural hazards.","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada; Simon Fraser University; Wilp Wilxo’oskwhl Nisga’a Institute","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University; UK Research and Innovation","keywords":"Indigenous; Natural hazard; Traditional knowledge; Natural (archaeology); Hazard; Natural resource; Environmental planning; Environmental resource management; Sustainable development; Environmental ethics; Political science; Geography; Ecology; Environmental science; Archaeology","score_opus":0.05143205468307405,"score_gpt":0.4046481721178411,"score_spread":0.35321611743476705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404639483","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":[0.9292901,0.0033742266,0.00002783189,0.0034877125,0.0007126954,0.00083530514,0.000007251543,0.0002568011,0.062008068],"genre_scores_gemma":[0.98288256,0.00035514202,0.0004366289,0.00031708693,0.00029008416,0.00004274741,0.000029186183,0.000021194968,0.015625356],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969789,0.0004372067,0.00019136388,0.00033241117,0.0014234697,0.0006366849],"domain_scores_gemma":[0.9989597,0.0003807429,0.000033676362,0.00025852278,0.00022827092,0.00013904803],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0027436172,0.00017908058,0.00017998957,0.0004445454,0.0022791834,0.0011450398,0.0005728443,0.000099549536,0.00006856956],"category_scores_gemma":[0.000102635895,0.00013554087,0.000038605114,0.00092804723,0.0007700415,0.0006175642,0.00036743074,0.0010249517,0.00006682257],"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":[0.00017030843,0.00007187759,0.0020948437,0.00022379444,0.0001339086,0.0001081535,0.6582554,0.000018355902,0.0004789673,0.047940686,0.011005405,0.2794983],"study_design_scores_gemma":[0.0009542995,0.0010950421,0.0197882,0.0018884777,0.00010806927,0.000019442023,0.2676449,0.001944327,0.0013025731,0.020529915,0.68333834,0.001386419],"about_ca_topic_score_codex":0.0037014654,"about_ca_topic_score_gemma":0.010651515,"teacher_disagreement_score":0.67233294,"about_ca_system_score_codex":0.0003045905,"about_ca_system_score_gemma":0.00027227474,"threshold_uncertainty_score":0.9998919},"labels":[],"label_agreement":null},{"id":"W4404766536","doi":"10.1080/01616846.2024.2433332","title":"Resilient Public Libraries – A Survey of Ontario Public Libraries Two Years into COVID-19","year":2024,"lang":"en","type":"article","venue":"Public Library Quarterly","topic":"Disaster Management and Resilience","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":true,"ca_institutions":"Alberta Library; Brampton Civic Hospital; Canadian Library Association","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Library science; Political science; Business; Geography; Virology; Computer science; Medicine; Outbreak","score_opus":0.06157374674196544,"score_gpt":0.29309977559470946,"score_spread":0.231526028852744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404766536","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":[0.55540115,0.005019509,0.0010841512,0.1321251,0.0038496763,0.0015648983,0.00016016589,0.002966619,0.29782876],"genre_scores_gemma":[0.95193136,0.000054598382,0.00078417646,0.0015038309,0.00031481218,0.00008204566,0.00031775105,0.000067035726,0.044944383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99482304,0.0011260634,0.00079527864,0.00092278374,0.001191653,0.0011411579],"domain_scores_gemma":[0.9970228,0.0007743313,0.00021862233,0.00077078416,0.000089249115,0.0011241897],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0015728117,0.00037714295,0.00048719163,0.0010635125,0.0006642573,0.009459544,0.0021940926,0.00021154375,0.005499415],"category_scores_gemma":[0.0004977783,0.0003542864,0.00022779258,0.0033780413,0.0016843318,0.022296026,0.00042108528,0.00040957658,0.00024386721],"study_design_candidate":"not_applicable","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":[0.00003390325,0.00019599547,0.10500072,0.0001334474,0.00013349044,0.00005262937,0.08640377,7.2396426e-7,0.000003903479,0.67956257,0.09629936,0.032179486],"study_design_scores_gemma":[0.00037598965,0.00024343643,0.04175561,0.00003830353,0.000018190187,0.0000018760517,0.009314704,0.00005265682,0.000004833479,0.05142516,0.8963177,0.0004515312],"about_ca_topic_score_codex":0.056382768,"about_ca_topic_score_gemma":0.14667125,"teacher_disagreement_score":0.80001837,"about_ca_system_score_codex":0.00025608932,"about_ca_system_score_gemma":0.012283843,"threshold_uncertainty_score":0.9998909},"labels":[],"label_agreement":null},{"id":"W4404774969","doi":"10.1061/nhrefo.nheng-2203","title":"Voice for the Voiceless: Amplifying Animal Issues in Disaster Management and Media","year":2024,"lang":"en","type":"article","venue":"Natural Hazards Review","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Acadia University; Dalhousie University","funders":"","keywords":"Emergency management; Business; Media coverage; Computer security; Public relations; Aeronautics; Forensic engineering; Engineering; Environmental planning; Political science; Environmental science; Computer science; Sociology; Media studies","score_opus":0.02638435236451525,"score_gpt":0.3681562563308572,"score_spread":0.34177190396634194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404774969","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037625683,0.9598029,0.00006702942,0.02116471,0.00090406876,0.0015156728,0.0000051514303,0.00007435568,0.012703502],"genre_scores_gemma":[0.50446355,0.47994322,0.000436535,0.0017500868,0.000470378,0.00021254322,0.000006363925,0.000017484634,0.012699833],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882424,0.00008862572,0.00020240377,0.00027273345,0.000332704,0.00027928082],"domain_scores_gemma":[0.99946576,0.00030584345,0.000030594914,0.00013096609,0.000025845673,0.000040985935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000996398,0.00011649492,0.00018286784,0.000052990446,0.0001978278,0.00025626854,0.0003251115,0.000033485812,0.000053061372],"category_scores_gemma":[0.0001088643,0.000068454196,0.000077729295,0.00040547666,0.00016750532,0.00029668788,0.00012305318,0.0001376398,0.000043968495],"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":[0.00001000194,0.000013359052,0.00014213247,0.0060508563,0.000043215838,0.0000153276,0.0055439956,3.4486396e-7,0.0000041070075,0.047708157,0.0316783,0.9087902],"study_design_scores_gemma":[0.00007871705,0.00000974988,0.0017410818,0.003111538,0.0000860659,5.7675385e-7,0.0028804464,0.0002463872,7.1212594e-7,0.00077517,0.99095,0.00011954537],"about_ca_topic_score_codex":0.00010243278,"about_ca_topic_score_gemma":0.0008386808,"teacher_disagreement_score":0.9592717,"about_ca_system_score_codex":0.000040126222,"about_ca_system_score_gemma":0.000017960403,"threshold_uncertainty_score":0.2791481},"labels":[],"label_agreement":null},{"id":"W4404804962","doi":"10.7202/1114729ar","title":"Les bonnes pratiques d’interventions psychosociales à adopter lors d’inondation et les facteurs organisationnels favorisant leur bonne marche : point de vue d’intervenantes et d’intervenants de première et deuxième lignes","year":2023,"lang":"fr","type":"article","venue":"Reflets Revue d’intervention sociale et communautaire","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":true,"route_about_ca":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université du Québec en Outaouais; Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.08013837014951801,"score_gpt":0.39956741355038194,"score_spread":0.3194290434008639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404804962","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":[0.788708,0.0039217304,0.014097924,0.1632858,0.0032237025,0.0023431005,0.00067264854,0.0014262295,0.02232088],"genre_scores_gemma":[0.9237079,0.008333534,0.0013051366,0.0009778367,0.00062070444,0.00038504406,0.0009141917,0.00026170068,0.063493945],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98201466,0.010914148,0.0026527434,0.0013754437,0.0011516028,0.0018914263],"domain_scores_gemma":[0.9941881,0.001393431,0.0021546665,0.0010650811,0.00072942575,0.00046931967],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010782426,0.0011756921,0.0013549668,0.00082390074,0.0020410614,0.0016440554,0.002075723,0.001100077,0.0023168868],"category_scores_gemma":[0.0017974782,0.001274251,0.0026867338,0.0018152435,0.0015804591,0.0032023278,0.0013363607,0.0019563923,0.000411547],"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":[0.00024674405,0.0044490034,0.03984923,0.0073499153,0.001422924,0.000206243,0.35683185,0.00055831496,0.0010243055,0.35198683,0.032634594,0.20344006],"study_design_scores_gemma":[0.004440429,0.0018701319,0.2681257,0.040600553,0.0012509803,0.0001272794,0.4240495,0.0015590551,0.00071798766,0.06639476,0.1872783,0.0035853407],"about_ca_topic_score_codex":0.012952639,"about_ca_topic_score_gemma":0.08165938,"teacher_disagreement_score":0.28559208,"about_ca_system_score_codex":0.0012887733,"about_ca_system_score_gemma":0.00055440393,"threshold_uncertainty_score":0.99939233},"labels":[],"label_agreement":null},{"id":"W4404929312","doi":"10.1016/j.emospa.2024.101054","title":"Beyond fear: The role of emotions in disaster risk reduction in the face of climate change","year":2024,"lang":"en","type":"article","venue":"Emotion, space and society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Cegep Edouard Montpetit; Concordia University; Université de Montréal; HEC Montréal","funders":"International Development Research Centre","keywords":"Face (sociological concept); Climate change; Disaster risk reduction; Reduction (mathematics); Psychology; Environmental science; Environmental resource management; Sociology; Oceanography; Geology; Social science","score_opus":0.0126934209806345,"score_gpt":0.2758087613093233,"score_spread":0.26311534032868883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404929312","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":[0.9754828,0.0007770416,0.000047050795,0.0081618875,0.00017193689,0.00030463116,0.000008250328,0.000011800065,0.015034606],"genre_scores_gemma":[0.9945255,0.004752419,0.000029337412,0.00003076742,0.00009867583,0.000009754425,0.000001626376,0.0000031216025,0.00054877653],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992557,0.00018237007,0.000109467546,0.00012059779,0.00019199098,0.00013987394],"domain_scores_gemma":[0.99976474,0.00005527983,0.000048687616,0.00010096251,0.00001710615,0.0000132019695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010127272,0.000052567677,0.00007320787,0.000028560045,0.00019845228,0.000054068612,0.0001222676,0.00004437694,0.000015492866],"category_scores_gemma":[0.000014919461,0.00003204234,0.0000670631,0.00048203225,0.00031928017,0.00023753698,0.00003720197,0.00010988226,0.0000027489796],"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":[0.0000026203506,0.00006564846,0.026467288,0.00005909137,0.000012489174,2.3781207e-7,0.89053386,0.000032111213,0.000085840606,0.068466604,0.0011492312,0.013124961],"study_design_scores_gemma":[0.00009807152,0.00002121447,0.21039534,0.00008958317,0.000022053047,3.525371e-7,0.77380556,0.00059676246,0.000010857576,0.0081812795,0.006721295,0.00005765089],"about_ca_topic_score_codex":0.0010597695,"about_ca_topic_score_gemma":0.000936132,"teacher_disagreement_score":0.18392804,"about_ca_system_score_codex":0.000016998025,"about_ca_system_score_gemma":0.000013694118,"threshold_uncertainty_score":0.16020615},"labels":[],"label_agreement":null},{"id":"W4404974041","doi":"10.3390/su162310578","title":"Mapping Rural Household Vulnerability to Flood-Induced Health Risks in Disaster-Stricken Khyber Pakhtunkhwa, Pakistan","year":2024,"lang":"en","type":"article","venue":"Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"King Saud University; National Natural Science Foundation of China","keywords":"Khyber pakhtunkhwa; Flood myth; Vulnerability (computing); Environmental planning; Environmental health; Natural disaster; Geography; Water resource management; Socioeconomics; Business; Computer security; Medicine; Environmental science; Computer science; Economics; Meteorology","score_opus":0.05575206305709836,"score_gpt":0.40449076466771455,"score_spread":0.3487387016106162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404974041","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":[0.9738706,0.00020213927,0.00042526814,0.016443003,0.0006964325,0.0019439755,0.000018181401,0.00036793962,0.0060324837],"genre_scores_gemma":[0.9977984,0.000016840384,0.00007286069,0.0003530472,0.00020863466,0.00012591651,0.0000057697243,0.000023083163,0.0013954572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99566424,0.0009830005,0.0006567066,0.0008175312,0.0006831679,0.0011953656],"domain_scores_gemma":[0.998416,0.00028012326,0.000071915216,0.00064604083,0.00016942325,0.00041651464],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0044511887,0.00026763466,0.00038168367,0.00032734137,0.00054653327,0.00048880937,0.0006030306,0.0001268898,0.000112955415],"category_scores_gemma":[0.00087925635,0.00024665127,0.00015602524,0.002182084,0.00033238862,0.0004717896,0.0003195464,0.00042466624,0.00003602001],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061370905,0.0004953934,0.48998177,0.0014217512,0.000038865783,0.00009055719,0.21306871,0.00030085354,0.000035933648,0.046330083,0.0021947024,0.24598],"study_design_scores_gemma":[0.0003183541,0.00011411286,0.66667485,0.00015148541,0.0000095535515,5.1763624e-7,0.26319945,0.00014038174,0.000009933763,0.034900337,0.033956572,0.0005244143],"about_ca_topic_score_codex":0.04640846,"about_ca_topic_score_gemma":0.014945954,"teacher_disagreement_score":0.24545558,"about_ca_system_score_codex":0.0032407332,"about_ca_system_score_gemma":0.001253744,"threshold_uncertainty_score":0.99999857},"labels":[],"label_agreement":null},{"id":"W4405583106","doi":"10.5539/jsd.v18n1p12","title":"Exploring Household Preparedness towards Earthquakes along the East African Rift Systems in Tanzania: A Case of the Bukoba Municipality","year":2024,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tanzania; East African Rift; Preparedness; Rift; Geography; Socioeconomics; Environmental planning; Seismology; Geology; Political science; Economics","score_opus":0.07547562625912528,"score_gpt":0.2855235233163851,"score_spread":0.2100478970572598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405583106","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":[0.98963714,0.001283293,0.000040985706,0.00084356434,0.0007969918,0.0004441505,0.0000010933089,0.000016214095,0.0069365925],"genre_scores_gemma":[0.9965194,0.00010963278,0.00003784146,0.000015396721,0.00010284782,0.000036018166,9.711063e-8,0.000009987519,0.003168809],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977036,0.00035054868,0.00065052736,0.00015009983,0.0007118605,0.0004333694],"domain_scores_gemma":[0.99913144,0.00010178538,0.00025949205,0.00019969887,0.00022514831,0.00008241619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038768763,0.00012371929,0.00023662072,0.00020361975,0.00046090662,0.00030945995,0.0006565899,0.00003842072,0.000009687033],"category_scores_gemma":[0.00019920379,0.0000695263,0.00009710338,0.0011072092,0.00023557559,0.00067735306,0.00024898522,0.00024199202,8.80472e-7],"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":[0.00006801516,0.000199318,0.005537735,0.0009381273,0.00020290792,0.0072723017,0.921038,0.00494853,0.000014232951,0.045703046,0.00081882754,0.013258984],"study_design_scores_gemma":[0.00015309663,0.000023016722,0.01659812,0.0004779384,0.00003014179,0.00009166662,0.9030983,0.00007135746,0.000025889598,0.00015164733,0.079165764,0.00011306739],"about_ca_topic_score_codex":0.008395926,"about_ca_topic_score_gemma":0.003721122,"teacher_disagreement_score":0.07834693,"about_ca_system_score_codex":0.00050453824,"about_ca_system_score_gemma":0.0013407452,"threshold_uncertainty_score":0.9982073},"labels":[],"label_agreement":null},{"id":"W4405619218","doi":"10.1080/07078552.2024.2422694","title":"COVID-19 and disaster capitalism in Phuket, Thailand","year":2024,"lang":"en","type":"article","venue":"Studies in Political Economy","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":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Capitalism; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Pandemic; Political science; Virology; Medicine; Law; Politics; Infectious disease (medical specialty)","score_opus":0.06378319173092523,"score_gpt":0.4115209325419594,"score_spread":0.3477377408110342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405619218","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":[0.10735159,0.003218133,0.000014524027,0.02797113,0.00048098047,0.00022383894,0.000004444627,0.000042425534,0.8606929],"genre_scores_gemma":[0.99342597,0.00017030264,0.000013645955,0.0023385724,0.00015389278,0.000033637247,5.8667285e-7,0.000004317082,0.0038590769],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990327,0.000070140806,0.00016387252,0.00024521915,0.00006719435,0.00042091764],"domain_scores_gemma":[0.9993708,0.00035360927,0.000008560515,0.000070573355,0.0000065923327,0.00018984271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003733253,0.000081649036,0.00015013246,0.00011104713,0.000095516,0.00011539883,0.000107638225,0.00003581363,0.00010037795],"category_scores_gemma":[0.00026421627,0.00006821057,0.000023354496,0.00012697355,0.0011600432,0.00022624631,0.00014643116,0.00008382948,0.00003385095],"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":[0.000001931026,0.000012595681,0.011083854,0.00013301156,0.000011641186,0.000057781,0.030518765,7.630121e-7,6.6269e-8,0.95508796,0.002715401,0.0003762329],"study_design_scores_gemma":[0.00024350817,0.000017719096,0.0014560102,0.00006932465,0.000008905007,0.000001348325,0.13852039,0.00006175246,3.9743415e-7,0.42076468,0.43869624,0.00015969388],"about_ca_topic_score_codex":0.00079194,"about_ca_topic_score_gemma":0.0040420503,"teacher_disagreement_score":0.88607436,"about_ca_system_score_codex":0.00024005496,"about_ca_system_score_gemma":0.00009598637,"threshold_uncertainty_score":0.42742276},"labels":[],"label_agreement":null},{"id":"W4405713428","doi":"10.29173/hsi470","title":"Natural disasters disproportionately affect populations and regions: A disaster analysis of the 2004 Indian Ocean tsunami","year":2022,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Natural disaster; Affect (linguistics); Indian ocean; Geography; Oceanography; Geology; Meteorology; Psychology","score_opus":0.0642077415689573,"score_gpt":0.38983136074783514,"score_spread":0.32562361917887783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405713428","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":[0.9895978,0.00025989406,0.00006163922,0.007631093,0.0011761178,0.00049546943,0.000013167208,0.000025862639,0.0007389739],"genre_scores_gemma":[0.9982511,0.000023036277,0.000056412977,0.00080034113,0.00004083431,0.000016404232,0.000008460796,0.0000044355957,0.0007990222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742526,0.0002354661,0.0003166652,0.00037853187,0.0011773584,0.0004666951],"domain_scores_gemma":[0.9990982,0.000049379727,0.00030739733,0.00033602404,0.000050725597,0.00015826545],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001869904,0.00009605574,0.00018755444,0.00048473137,0.003455476,0.00010884754,0.00074362085,0.000017624503,0.000051758398],"category_scores_gemma":[0.00011743518,0.000070104434,0.000100723366,0.005302213,0.0032125104,0.0005097537,0.00042350584,0.00016168744,0.0000011486969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024113257,0.0001933485,0.65078694,0.00006439124,0.00006523688,0.0000036636268,0.24528322,0.002605014,0.000028043421,0.090442054,0.0030990553,0.0074049155],"study_design_scores_gemma":[0.000121119396,0.000054817534,0.8764442,0.000025590874,0.0000665618,0.0000015570062,0.11835856,0.0011877014,0.0000014923561,0.0016640443,0.0019291495,0.00014519064],"about_ca_topic_score_codex":0.0017853572,"about_ca_topic_score_gemma":0.0036014195,"teacher_disagreement_score":0.22565727,"about_ca_system_score_codex":0.0002422305,"about_ca_system_score_gemma":0.00046113224,"threshold_uncertainty_score":0.99950016},"labels":[],"label_agreement":null},{"id":"W4405790520","doi":"10.52609/jmlph.v5i1.170","title":"Strengthening Disaster Risk Communication: Insights from Emergency Operation Centers in Saudi Arabia","year":2024,"lang":"en","type":"article","venue":"The Journal of Medicine Law & Public Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"CLARITY; Transparency (behavior); Consistency (knowledge bases); Context (archaeology); Public relations; Emergency management; Agency (philosophy); Resilience (materials science); Business; Process management; Psychology; Political science; Computer security; Computer science; Geography; Sociology","score_opus":0.04315506401834966,"score_gpt":0.34889304485918826,"score_spread":0.3057379808408386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405790520","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":[0.5603236,0.019287577,0.0016669511,0.3730065,0.0021686277,0.00033486533,0.000003297696,0.000036833553,0.043171763],"genre_scores_gemma":[0.98291135,0.014812088,0.00007143478,0.0012031511,0.0006186759,0.0000015022371,0.000004783506,0.0000067820083,0.0003702187],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967805,0.0015867203,0.00068178965,0.00009494208,0.00061498815,0.00024101828],"domain_scores_gemma":[0.998934,0.00029185077,0.00031102615,0.00021423804,0.000073516436,0.00017542717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004466093,0.000085456304,0.00019775417,0.000119904114,0.0004707521,0.000084055304,0.00061235455,0.00003294687,0.00038852246],"category_scores_gemma":[0.00018566858,0.00004799127,0.000038332113,0.0004284678,0.00036282899,0.0006894118,0.000058261805,0.00040670612,0.000011047994],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041049854,0.00014915265,0.005832892,0.000064975415,0.0001098699,0.000009796871,0.6370487,0.00012937147,0.000032454438,0.22216463,0.042793408,0.09162365],"study_design_scores_gemma":[0.0010416306,0.00032501543,0.0156607,0.0012143437,0.000059136277,0.000004149468,0.17116266,0.0012829506,0.000001328929,0.018592414,0.79048973,0.00016590086],"about_ca_topic_score_codex":0.013213437,"about_ca_topic_score_gemma":0.026748378,"teacher_disagreement_score":0.74769634,"about_ca_system_score_codex":0.00014902401,"about_ca_system_score_gemma":0.00022943057,"threshold_uncertainty_score":0.99335766},"labels":[],"label_agreement":null},{"id":"W4405888315","doi":"10.18280/ijsdp.191222","title":"Resilient Schools Amid Epidemics: Multifunctional Design Strategies","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental planning; Architectural engineering; Coronavirus disease 2019 (COVID-19); Environmental resource management; Engineering; Geography; Environmental science; Medicine; Infectious disease (medical specialty)","score_opus":0.032549926258293053,"score_gpt":0.3257627989634009,"score_spread":0.2932128727051078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405888315","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":[0.82259375,0.006153921,0.12077287,0.0046970523,0.0042586555,0.00035467715,0.0000015528813,0.000099645404,0.041067906],"genre_scores_gemma":[0.9808163,0.0002058428,0.006889585,0.00010178445,0.00058078696,0.0000047137955,0.0000030560946,0.000007273165,0.0113906255],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857885,0.00007970093,0.00034257275,0.00012951971,0.00062988565,0.00023947061],"domain_scores_gemma":[0.9991006,0.00021559006,0.00011752121,0.000028713588,0.00044656155,0.00009096762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016289173,0.00009169883,0.00010446015,0.0004145276,0.0002590512,0.00081766414,0.0002825632,0.000045689758,0.000071473456],"category_scores_gemma":[0.00025426064,0.00007743608,0.000038319693,0.00016683961,0.00007916185,0.0012070283,0.000068172994,0.00019167452,0.000010321991],"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":[0.00065281295,0.00013995465,0.016096203,0.00023935453,0.0011771524,0.012172376,0.21059676,0.021246836,0.00021689612,0.5647884,0.06937004,0.10330321],"study_design_scores_gemma":[0.00025218952,0.00003998475,0.0051911613,0.00050219975,0.000020168654,0.00003164246,0.46840847,0.0006499959,0.000101635975,0.012178607,0.5124284,0.00019555187],"about_ca_topic_score_codex":0.000040326846,"about_ca_topic_score_gemma":0.0000042918864,"teacher_disagreement_score":0.5526098,"about_ca_system_score_codex":0.00022129502,"about_ca_system_score_gemma":0.0008692369,"threshold_uncertainty_score":0.7884754},"labels":[],"label_agreement":null},{"id":"W4405939410","doi":"10.1007/978-3-031-74062-6_36","title":"The Unique Challenges Faced by Indigenous Communities During the Pandemic","year":2024,"lang":"en","type":"book-chapter","venue":"Risk, systems and decisions","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Indigenous; Pandemic; Geography; History; Coronavirus disease 2019 (COVID-19); Political science; Medicine; Biology; Ecology; Infectious disease (medical specialty)","score_opus":0.047521371581483444,"score_gpt":0.2936295954516819,"score_spread":0.24610822387019843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405939410","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0078123645,0.15275685,0.000030713898,0.0007150967,0.0009547005,0.00091448775,0.00009782414,0.000121577985,0.83659637],"genre_scores_gemma":[0.2055603,0.25944108,9.3407374e-7,0.000015224667,0.00009853501,0.00003307231,0.0000030184724,0.000019899147,0.53482795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840677,0.00028032644,0.00030872706,0.00021411231,0.00050928484,0.00028075528],"domain_scores_gemma":[0.9972121,0.0019688646,0.00018788365,0.00049212936,0.00005601225,0.00008299858],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016454667,0.00021473989,0.0002458236,0.000074470874,0.0035255929,0.0007827662,0.00070927694,0.0002107194,0.000015407708],"category_scores_gemma":[0.000056825837,0.000108766944,0.00010137743,0.000043525073,0.0005773244,0.000084811814,0.0003339564,0.00058383984,0.00007788975],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008795298,0.00000941001,0.000158782,0.00006348727,0.0001867709,0.00000865427,0.11141542,0.000013308921,9.615248e-7,0.861403,0.005470298,0.021261113],"study_design_scores_gemma":[0.000052880492,0.000017351234,0.00019498322,0.00047226576,0.000048797534,0.0000032077994,0.076459736,0.000010764039,4.8517983e-8,0.024155932,0.8984238,0.00016024277],"about_ca_topic_score_codex":0.004317293,"about_ca_topic_score_gemma":0.034976263,"teacher_disagreement_score":0.8929535,"about_ca_system_score_codex":0.00005693314,"about_ca_system_score_gemma":0.00007125103,"threshold_uncertainty_score":0.9977717},"labels":[],"label_agreement":null},{"id":"W4406034253","doi":"10.1017/dmp.2024.326","title":"Nature-Based Community Recovery Post-Natural Disaster: Black Summer Bushfires","year":2024,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Zoos Victoria; Canada Excellence Research Chairs, Government of Canada; Department of Environment, Land, Water and Planning, State Government of Victoria","keywords":"Natural disaster; General partnership; Disaster recovery; Mental health; Natural (archaeology); Feeling; Geography; Community engagement; Environmental planning; Psychology; Political science; Public relations; Social psychology; Archaeology; Meteorology","score_opus":0.06703368633410679,"score_gpt":0.3897712566710539,"score_spread":0.3227375703369471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406034253","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":[0.85247296,0.0060166465,0.00029606352,0.09150654,0.0037041502,0.00080744794,0.000038249145,0.00036794125,0.044790015],"genre_scores_gemma":[0.9776392,0.00041644002,0.000031039042,0.016560858,0.0007133029,0.000039292852,0.00016559316,0.00002951728,0.0044047735],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957444,0.0014775908,0.0005367927,0.0005125745,0.0007849145,0.00094369554],"domain_scores_gemma":[0.99771404,0.0008167504,0.00012918448,0.0005236263,0.00017329144,0.00064311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00306087,0.00030127686,0.00043643074,0.00035717245,0.0010416458,0.0004885263,0.0006275726,0.00019508207,0.00041714896],"category_scores_gemma":[0.0006654884,0.00022339284,0.000100495534,0.00079704757,0.001556326,0.0009990257,0.0002001144,0.0008915624,0.000044712528],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079280995,0.00022360325,0.0013614574,0.0015133637,0.000093058115,0.000022316284,0.77388984,0.0000023132766,0.000015756534,0.011165666,0.122697674,0.088935666],"study_design_scores_gemma":[0.0005118622,0.00025277867,0.0012173981,0.0008077204,0.000029542663,0.0000023849352,0.45847726,0.00041213538,4.833432e-7,0.00062826124,0.5373542,0.00030599313],"about_ca_topic_score_codex":0.007065294,"about_ca_topic_score_gemma":0.010725632,"teacher_disagreement_score":0.4146565,"about_ca_system_score_codex":0.00018074809,"about_ca_system_score_gemma":0.0008663065,"threshold_uncertainty_score":0.99954677},"labels":[],"label_agreement":null},{"id":"W4406081248","doi":"10.1007/s00550-024-00544-y","title":"Sustainability Nexus AID: storms","year":2025,"lang":"en","type":"article","venue":"Sustainability Nexus Forum","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"United Nations University Institute for Water, Environment, and Health; University of Calgary","funders":"Global Affairs Canada; Bundesministerium für Bildung und Forschung","keywords":"Nexus (standard); Storm; Sustainability; Political science; Geography; Computer science; Meteorology; Ecology; Biology","score_opus":0.005942574341269067,"score_gpt":0.31792383504687416,"score_spread":0.3119812607056051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406081248","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":[0.19753185,0.0005765638,0.00519385,0.1337151,0.0023479813,0.0047833687,0.000010472706,0.00090146833,0.65493935],"genre_scores_gemma":[0.90403885,0.000011997757,0.000039433176,0.00078243896,0.00010355846,0.00013229558,0.0000060103575,0.000014294021,0.094871104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9958298,0.00049594394,0.00051713263,0.00085113436,0.0006902619,0.0016156895],"domain_scores_gemma":[0.9971639,0.0002768407,0.00012525108,0.0010322017,0.001132372,0.0002694142],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021546052,0.00031040778,0.00038635687,0.0002917459,0.0016670387,0.00036480947,0.0011163922,0.00023838878,0.0002416086],"category_scores_gemma":[0.003716958,0.0002887914,0.0002578768,0.0016147961,0.0017592487,0.00087225373,0.0006225096,0.00034221297,0.000029706925],"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":[0.00013777353,0.0004671239,0.08196624,0.0005355105,0.000046370147,0.000026899117,0.013693006,0.00022169245,0.0000015386528,0.8159445,0.024719197,0.062240172],"study_design_scores_gemma":[0.00030130945,0.000050086608,0.0072387643,0.000010321919,0.000021712933,1.1817803e-7,0.21923174,0.00007335684,0.0000055370956,0.4120309,0.3608409,0.00019526524],"about_ca_topic_score_codex":0.005740527,"about_ca_topic_score_gemma":0.0048438925,"teacher_disagreement_score":0.706507,"about_ca_system_score_codex":0.0028459872,"about_ca_system_score_gemma":0.0025182455,"threshold_uncertainty_score":0.9999564},"labels":[],"label_agreement":null},{"id":"W4406144038","doi":"10.2139/ssrn.5037749","title":"Is Chernobyl Exceptional? Effects of Unintentional Man-made Disasters on Trust and Risk Preference *","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Toll; Government (linguistics); Socioeconomic status; Punishment (psychology); Natural disaster; Politics; China; Preference; Affect (linguistics); Death toll; Business; Public economics; Development economics; Political science; Psychology; Socioeconomics; Geography; Environmental health; Economics; Social psychology; Medicine; Law","score_opus":0.0151536393372125,"score_gpt":0.2838898879951299,"score_spread":0.2687362486579174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406144038","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":[0.9565666,0.0026846565,0.0036472823,0.0017875684,0.0010953625,0.0006226966,0.00003651292,0.000038080285,0.03352128],"genre_scores_gemma":[0.90997213,0.03447642,0.00004602949,0.000091871676,0.0002632505,0.000018067694,0.000007720674,0.000010661592,0.05511382],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99693,0.0003663704,0.00033956568,0.00041556897,0.0007542819,0.0011942381],"domain_scores_gemma":[0.9989113,0.00019190839,0.00045972265,0.00021217488,0.00012018429,0.00010468965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013802071,0.00024645787,0.00030198277,0.00024091349,0.0004289825,0.0001393182,0.00069526467,0.00020962497,0.000082458144],"category_scores_gemma":[0.00019369001,0.00021699176,0.00021300226,0.0001772307,0.00043844373,0.0001403018,0.00032397138,0.0021769558,0.000011945646],"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":[0.00032042977,0.00053613266,0.054943718,0.0007268272,0.0018133355,0.0000066218818,0.013964935,0.00048467168,0.00007195003,0.804964,0.0018711227,0.12029628],"study_design_scores_gemma":[0.0013945232,0.0004448393,0.060659286,0.0018888982,0.00060054346,0.0000059140716,0.018124463,0.00024071801,0.000076233206,0.910093,0.005804726,0.0006668501],"about_ca_topic_score_codex":0.0005389037,"about_ca_topic_score_gemma":0.001303978,"teacher_disagreement_score":0.11962942,"about_ca_system_score_codex":0.0005873332,"about_ca_system_score_gemma":0.0016908626,"threshold_uncertainty_score":0.94579107},"labels":[],"label_agreement":null},{"id":"W4406489610","doi":"10.1177/87552930241305016","title":"Identifying viable financing mechanisms for post‐earthquake housing reconstruction in Canada: Case study of a M7 earthquake in British Columbia","year":2025,"lang":"en","type":"article","venue":"Earthquake Spectra","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Seismology; Earthquake warning system; Geology; Engineering; Warning system","score_opus":0.013875310812293075,"score_gpt":0.2561655538224864,"score_spread":0.24229024301019333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406489610","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":[0.9940754,0.00010096092,0.00056534883,0.000106339074,0.0008615244,0.0015993813,0.000013627415,0.000037684815,0.0026396955],"genre_scores_gemma":[0.99688804,0.000025819061,0.0008672356,0.000062351726,0.000045416637,0.000059072085,0.0000025105803,0.000015499454,0.0020340355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99752676,0.00022513352,0.00066284224,0.000524633,0.00041001616,0.0006505888],"domain_scores_gemma":[0.9992322,0.00015413153,0.00018808585,0.00023778965,0.000111679015,0.00007616888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010554271,0.0001406528,0.00040378326,0.00026383201,0.00053768005,0.00039440687,0.00025129225,0.00008436904,0.00018429811],"category_scores_gemma":[0.00018653287,0.00023265279,0.00007343703,0.0012344447,0.00009929209,0.00043541176,0.00007133247,0.00021803117,0.0000017733466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044214285,0.00058365794,0.5037568,0.0002706459,0.00007071041,0.0028291268,0.019234894,0.0010209172,0.00022689429,0.0016970981,0.0003154031,0.4699496],"study_design_scores_gemma":[0.0021193274,0.00016558796,0.692573,0.00058919087,0.000039687056,0.000056684672,0.30066088,0.0003387511,0.000045423876,0.0024773402,0.0005596733,0.00037443682],"about_ca_topic_score_codex":0.9931932,"about_ca_topic_score_gemma":0.99997324,"teacher_disagreement_score":0.46957517,"about_ca_system_score_codex":0.00038163888,"about_ca_system_score_gemma":0.001275927,"threshold_uncertainty_score":0.9487305},"labels":[],"label_agreement":null},{"id":"W4406491137","doi":"10.1016/0952-5807(95)90003-9","title":"10.1016/0952-5807(95)90003-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Forensic engineering; Business; Engineering","score_opus":0.006908501328360059,"score_gpt":0.20881130399005335,"score_spread":0.2019028026616933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406491137","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007744005,0.00004644172,6.1871253e-7,0.00094545085,0.0000042828397,0.00019454001,0.0000020312884,0.00013011604,0.9979021],"genre_scores_gemma":[0.00055959,0.0000016205354,0.00004208558,0.000082869265,0.00020044873,0.000010767604,0.0000022302743,0.000008689994,0.9990917],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989623,0.000067238376,0.00011121703,0.00020294216,0.00032303695,0.0003332951],"domain_scores_gemma":[0.9995936,0.0000303961,0.00001995286,0.00018088565,0.000023493096,0.00015163976],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024964078,0.00008634934,0.000096530486,0.000042671658,0.00027499557,0.000120022276,0.00036753673,0.00004315328,0.9973846],"category_scores_gemma":[0.00003176394,0.00008056245,0.000045307002,0.00033671912,0.00012791423,0.00019084924,0.000046060453,0.00005271928,0.9942909],"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":[0.000012049962,0.000027748869,4.5473172e-7,0.0000018975732,0.0000050051435,0.0000026334799,0.00038923454,0.000016232954,0.0000030777371,0.000040506962,0.44735914,0.552142],"study_design_scores_gemma":[0.000081829545,0.00003746708,0.000059382906,0.000009681065,0.000008422459,1.482903e-7,0.00006250429,0.00002580771,0.0000031980323,0.000045013494,0.999541,0.00012553317],"about_ca_topic_score_codex":0.00021191414,"about_ca_topic_score_gemma":0.000008199872,"teacher_disagreement_score":0.5521819,"about_ca_system_score_codex":0.000028979506,"about_ca_system_score_gemma":0.000030902247,"threshold_uncertainty_score":0.32852414},"labels":[],"label_agreement":null},{"id":"W4406496081","doi":"10.1016/s0029-7437(05)71274-x","title":"10.1016/s0029-7437(05)71274-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.00837897498399684,"score_gpt":0.21743144448874183,"score_spread":0.209052469504745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406496081","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005766706,0.000026591095,9.521727e-7,0.0010879699,9.18394e-7,0.00019079947,0.0000021153226,0.00014636207,0.9979676],"genre_scores_gemma":[0.00051367475,9.1638185e-7,0.00005244787,0.000083422,0.00020453981,0.00001074218,0.0000022865504,0.000008650977,0.99912333],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989589,0.00006890496,0.00011281124,0.00020390273,0.0003189983,0.00033651877],"domain_scores_gemma":[0.9995865,0.000032269545,0.000020503074,0.00018265937,0.000024217976,0.00015385644],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002624251,0.000086755754,0.00009838085,0.00005328023,0.00027523894,0.0001188482,0.0004081824,0.000043315114,0.9980762],"category_scores_gemma":[0.00003448362,0.000080853,0.00004714677,0.00031946355,0.00012543712,0.00019240432,0.00004768207,0.000052963114,0.9952601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010839847,0.000026566333,2.8554126e-7,0.0000017569511,0.000004613858,0.0000023554621,0.00038571324,0.000014084539,0.000002669055,0.000037730977,0.7253207,0.27419266],"study_design_scores_gemma":[0.00008335267,0.00004050655,0.0000442823,0.000009909498,0.000008454878,1.9864287e-7,0.00006614969,0.000023162194,0.0000036807942,0.00004956396,0.9995454,0.00012533355],"about_ca_topic_score_codex":0.00019320344,"about_ca_topic_score_gemma":0.000009764775,"teacher_disagreement_score":0.2742247,"about_ca_system_score_codex":0.00003028843,"about_ca_system_score_gemma":0.000029238918,"threshold_uncertainty_score":0.32970896},"labels":[],"label_agreement":null},{"id":"W4406500401","doi":"10.1016/s0029-7437(06)72212-1","title":"10.1016/s0029-7437(06)72212-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Disaster response; Emergency response; Computer security; History; Computer science; Political science; Emergency management; Medical emergency; Medicine; Law","score_opus":0.008423550821282998,"score_gpt":0.2168519710499999,"score_spread":0.2084284202287169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406500401","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000716324,0.000028255772,8.3452426e-7,0.00087985786,3.8167684e-7,0.0001941758,0.0000022043066,0.00014694157,0.998031],"genre_scores_gemma":[0.00060562266,9.254418e-7,0.000047363585,0.000068997666,0.0002023215,0.000010390248,0.000002883412,0.000008712457,0.99905276],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896383,0.000065180626,0.00011179426,0.00020319475,0.00032326297,0.00033272887],"domain_scores_gemma":[0.9995929,0.000030455074,0.000020283052,0.00018043918,0.000024327186,0.00015158206],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025131763,0.00008672836,0.00009674441,0.00005367005,0.00027640065,0.000121140816,0.00041321747,0.000043468954,0.99802697],"category_scores_gemma":[0.00003202202,0.000081022685,0.000046314344,0.0003210609,0.00012545771,0.00019231706,0.000047844667,0.000053431348,0.99696326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009418964,0.00002839542,5.056382e-7,0.0000019430033,0.000005095944,0.0000018191251,0.0004335263,0.00001541235,0.000002783968,0.00003951844,0.83152163,0.16793998],"study_design_scores_gemma":[0.00008258344,0.000033319633,0.00005691027,0.000009901168,0.00000858958,1.5268246e-7,0.0000671682,0.000021970951,0.0000032419252,0.000047929403,0.9995421,0.00012609523],"about_ca_topic_score_codex":0.0001589714,"about_ca_topic_score_gemma":0.0000071211557,"teacher_disagreement_score":0.16802053,"about_ca_system_score_codex":0.000029259862,"about_ca_system_score_gemma":0.00002905325,"threshold_uncertainty_score":0.33040094},"labels":[],"label_agreement":null},{"id":"W4406508710","doi":"10.1016/s0197-2510(06)70470-3","title":"10.1016/s0197-2510(06)70470-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Course (navigation); Aeronautics; Engineering; Aerospace engineering","score_opus":0.007090819431186963,"score_gpt":0.2104687896902153,"score_spread":0.20337797025902832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406508710","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008945955,0.00002782022,6.8478107e-7,0.0010796457,0.0000025454992,0.00019447076,0.0000020659477,0.00013339783,0.99766475],"genre_scores_gemma":[0.00070682983,8.5410596e-7,0.000043805816,0.00007340025,0.00020461524,0.000010062004,0.0000029338328,0.000008700822,0.9989488],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989495,0.00006781033,0.00011448476,0.00020388151,0.00032512343,0.00033919603],"domain_scores_gemma":[0.9995906,0.00003258792,0.000021033746,0.00017875535,0.000024992583,0.00015203693],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000267082,0.00008635943,0.00009695872,0.00005269052,0.00028153617,0.000120318335,0.00041019366,0.000043532895,0.9971161],"category_scores_gemma":[0.000037150483,0.000080680016,0.00004575558,0.00032586113,0.00012705587,0.00018919072,0.000048684346,0.00005406912,0.99623513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010047549,0.000029362764,6.402985e-7,0.0000021611934,0.0000053256854,0.0000026144153,0.000474642,0.000018427336,0.0000035119158,0.000040929575,0.5289552,0.4704571],"study_design_scores_gemma":[0.00008249079,0.00003374457,0.0000602739,0.000008924785,0.000009325316,1.4916215e-7,0.00006930285,0.000022469225,0.0000032564606,0.000043997905,0.9995408,0.00012528579],"about_ca_topic_score_codex":0.00018354341,"about_ca_topic_score_gemma":0.000007950202,"teacher_disagreement_score":0.47058553,"about_ca_system_score_codex":0.000029326475,"about_ca_system_score_gemma":0.000030612846,"threshold_uncertainty_score":0.32900357},"labels":[],"label_agreement":null},{"id":"W4406637812","doi":"10.1007/s13753-025-00613-w","title":"Lessons from the Implementation of the Sendai Framework for Disaster Risk Reduction from Latin America and the Caribbean","year":2025,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Disaster risk reduction; Latin Americans; Natural hazard; Reduction (mathematics); Sustainable development; Environmental planning; Geography; Political science; Meteorology","score_opus":0.012413387536114102,"score_gpt":0.3656299130073881,"score_spread":0.353216525471274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406637812","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":[0.9378633,0.00017423586,0.027130557,0.030473903,0.002863158,0.00036980773,0.0001786201,0.0000049187465,0.00094149204],"genre_scores_gemma":[0.99727225,0.00031203649,0.0015177364,0.00031158535,0.00040029213,0.00000840962,0.0000016751649,0.0000036667598,0.00017234085],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99791396,0.00035364943,0.0004199692,0.00019979001,0.00093910575,0.00017350438],"domain_scores_gemma":[0.99749637,0.0010096802,0.0008879441,0.0002188045,0.0003460642,0.000041136995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012665562,0.00009415218,0.00014242805,0.000075676304,0.00079444476,0.00039896488,0.0015705267,0.000030555075,0.000047453967],"category_scores_gemma":[0.00077115564,0.0000457486,0.00014116411,0.00041495476,0.0024816552,0.00051305606,0.0002726802,0.00021892686,0.00000120603],"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":[0.0005249332,0.00013126474,0.20057017,0.000005562781,0.0005072423,8.1511644e-7,0.30236948,0.0004250461,0.0008197778,0.1397096,0.0034980592,0.35143805],"study_design_scores_gemma":[0.0017317063,0.000049928844,0.38346085,0.00024141601,0.00033518957,0.0000010005899,0.3540719,0.00076047325,0.00058545865,0.24513921,0.013472635,0.00015027382],"about_ca_topic_score_codex":0.0055500735,"about_ca_topic_score_gemma":0.0014522345,"teacher_disagreement_score":0.35128775,"about_ca_system_score_codex":0.00007449011,"about_ca_system_score_gemma":0.00020080878,"threshold_uncertainty_score":0.9143762},"labels":[],"label_agreement":null},{"id":"W4406669254","doi":"10.1016/b978-0-12-088407-0.50014-7","title":"10.1016/b978-0-12-088407-0.50014-7","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Credibility; Computer science; Epistemology; Philosophy","score_opus":0.012128814770300771,"score_gpt":0.20756436681381857,"score_spread":0.19543555204351779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406669254","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.2018424e-7,0.00014857159,4.9093524e-7,0.00043872528,0.000013815419,0.00049810443,0.000020718706,0.00020352888,0.9986755],"genre_scores_gemma":[0.0000021739875,0.0000049123314,0.000024443387,0.00007764029,0.0006555001,0.000013681923,0.00002513024,0.00004999713,0.9991465],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979781,0.000041213618,0.0002748893,0.0004971432,0.0007199,0.0004887579],"domain_scores_gemma":[0.9991011,0.00005752561,0.00011134912,0.0004157345,0.000052544063,0.00026172047],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002913751,0.0003152196,0.00033223146,0.00020914534,0.00034880356,0.00020209987,0.00085527526,0.00027816475,0.99786514],"category_scores_gemma":[0.000025727495,0.00031391266,0.00017529492,0.00007290739,0.00031347052,0.00016743946,0.00017128489,0.0002213489,0.99627775],"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":[0.000022976903,0.000014853995,1.4685984e-8,0.000009024659,0.00003146857,0.000015137109,0.00020947588,0.0000042112006,2.9047612e-7,0.002005558,0.4027316,0.5949554],"study_design_scores_gemma":[0.00009504263,0.000066463304,0.0000013574013,0.000100889985,0.000057625966,4.3991045e-7,0.000012294061,0.0000023468817,3.079507e-7,0.0011105854,0.99813366,0.00041897662],"about_ca_topic_score_codex":0.00014385424,"about_ca_topic_score_gemma":0.000027347282,"teacher_disagreement_score":0.59540206,"about_ca_system_score_codex":0.00009402878,"about_ca_system_score_gemma":0.00010240916,"threshold_uncertainty_score":0.9999313},"labels":[],"label_agreement":null},{"id":"W4406696507","doi":"10.1186/s12939-025-02387-5","title":"We cannot repeat history again: a call to action to centre indigenous leadership as we prepare for the next pandemic","year":2025,"lang":"en","type":"article","venue":"International Journal for Equity in Health","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; Assembly of First Nations; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Indigenous; Pandemic; Call to action; Health services research; Public health; Social policy; Political science; Coronavirus disease 2019 (COVID-19); Medicine; Public relations; Sociology; Business; Nursing; Biology; Law; Disease","score_opus":0.3251032638886199,"score_gpt":0.49795688601580457,"score_spread":0.1728536221271847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406696507","genre_codex":"commentary","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":[0.095311694,0.004430711,0.015963238,0.8436449,0.021355944,0.00563984,0.000058873517,0.00010505936,0.01348973],"genre_scores_gemma":[0.8643154,0.0025900134,0.00036109515,0.021339275,0.0013087405,0.00017352674,0.0000094844945,0.00001534807,0.109887145],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982866,0.00013107921,0.00037937384,0.00021454539,0.0005245445,0.0004638743],"domain_scores_gemma":[0.99895895,0.00036484294,0.00017215914,0.0001068179,0.00021803788,0.00017916733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001839751,0.00009273272,0.00013211412,0.00025322818,0.0005018849,0.0001731813,0.000796339,0.00005548214,0.000052647447],"category_scores_gemma":[0.0005717412,0.000076273194,0.000097881246,0.00015362039,0.0000538059,0.00022676693,0.000110214096,0.00016560321,0.000010744308],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007187436,0.0001507606,0.003558114,0.00020812091,0.0000992608,0.0000074431287,0.19552729,0.0015715658,0.000044084205,0.014127668,0.2509897,0.53299725],"study_design_scores_gemma":[0.00034477148,0.000107592336,0.00054342416,0.00038420968,0.000008007604,0.0000028628897,0.046860244,0.000096457654,0.0000044442913,0.0032617736,0.94829977,0.00008645708],"about_ca_topic_score_codex":0.004439128,"about_ca_topic_score_gemma":0.06458621,"teacher_disagreement_score":0.8223056,"about_ca_system_score_codex":0.0042353203,"about_ca_system_score_gemma":0.0014351257,"threshold_uncertainty_score":0.99958724},"labels":[],"label_agreement":null},{"id":"W4406731633","doi":"10.1016/j.ijdrr.2025.105234","title":"Research gaps and challenges for impact-based forecasts and warnings: Results of international workshops for High Impact Weather in 2022","year":2025,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Collège Montmorency; Environment and Climate Change Canada","funders":"Bundesministerium für Bildung und Forschung; Met Office; Environment and Climate Change Canada; University of Reading; University of Leeds","keywords":"Environmental science; Business; Engineering; Aeronautics","score_opus":0.04207809956863836,"score_gpt":0.4119110456795624,"score_spread":0.36983294611092404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406731633","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":[0.9874238,0.0014482696,0.0010603878,0.00733952,0.0012097819,0.00037975993,0.00006353999,0.0000045673296,0.0010704257],"genre_scores_gemma":[0.9948105,0.00353715,0.00051014207,0.000009751339,0.00041289683,0.000019951663,0.000009730249,0.000007152393,0.0006826797],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984709,0.00017681805,0.00043995824,0.00018942462,0.0005339583,0.00018892642],"domain_scores_gemma":[0.99830085,0.00043805546,0.00038739553,0.00007038296,0.0007459285,0.000057371664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024708346,0.00009429259,0.00017148,0.00078035926,0.00010235299,0.00012242881,0.00032037334,0.00007273474,0.000015470538],"category_scores_gemma":[0.00069097074,0.000075368764,0.00010745919,0.00018142702,0.0002533746,0.00046625838,0.000060476563,0.00017156792,2.606668e-7],"study_design_candidate":"design_other","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":[0.014767637,0.0008651933,0.03155234,0.0001591264,0.0010656044,0.0000070295227,0.05822794,0.0023166297,0.0014984518,0.008902355,0.008616062,0.8720216],"study_design_scores_gemma":[0.033057462,0.0040943553,0.49697053,0.0046413527,0.00033910133,0.000044544362,0.22519392,0.011830519,0.0019342658,0.12854522,0.09240776,0.0009409604],"about_ca_topic_score_codex":0.00036728493,"about_ca_topic_score_gemma":0.00032055922,"teacher_disagreement_score":0.8710807,"about_ca_system_score_codex":0.00021070859,"about_ca_system_score_gemma":0.00014005277,"threshold_uncertainty_score":0.3073449},"labels":[],"label_agreement":null},{"id":"W4406773577","doi":"10.1017/cls.2024.26","title":"The “Unusual” Suspect—Race, Class, and Crime: A Critical Discourse Case Study of Nova Scotia’s Mass Casualty Event","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Law and Society / Revue Canadienne Droit et Société","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":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Nova scotia; Suspect; Nova (rocket); Race (biology); Event (particle physics); Criminology; Class (philosophy); History; Psychology; Genealogy; Sociology; Gender studies; Engineering; Ethnology; Aeronautics; Computer science; Physics; Astrophysics","score_opus":0.021602376326824716,"score_gpt":0.3358583954321438,"score_spread":0.3142560191053191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406773577","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":[0.9744403,0.003361813,0.00004568253,0.0072173337,0.001395778,0.00033201955,0.00003533025,0.000009544632,0.013162217],"genre_scores_gemma":[0.99694794,0.0003211989,0.00004208093,0.0003757937,0.00031508986,0.0000029671223,8.485729e-7,0.000020511783,0.0019735787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99807984,0.00024359873,0.00048681104,0.00027752563,0.00022674938,0.00068550196],"domain_scores_gemma":[0.99776846,0.0005501761,0.00013997643,0.00018722916,0.00024121683,0.0011129429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020902103,0.00018080113,0.00034694726,0.000078226214,0.0011030759,0.0004952815,0.00030986703,0.00011618934,0.000050298193],"category_scores_gemma":[0.00023627581,0.00014994666,0.00020076378,0.0002934749,0.0018199628,0.0004194275,0.00003786182,0.00046789422,0.0000011198921],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007191605,0.000051189134,0.0011602317,0.00016309907,0.00026660634,0.0045605903,0.22744797,0.000009877304,0.000009638456,0.75845236,0.0046186154,0.0032526343],"study_design_scores_gemma":[0.0005397738,0.00040574872,0.0009324762,0.00027093722,0.0003523221,0.000903567,0.9494474,0.00022125876,0.0000026411853,0.0081130965,0.03849802,0.00031273934],"about_ca_topic_score_codex":0.34097818,"about_ca_topic_score_gemma":0.9637133,"teacher_disagreement_score":0.75033927,"about_ca_system_score_codex":0.00043710045,"about_ca_system_score_gemma":0.0012855997,"threshold_uncertainty_score":0.848408},"labels":[],"label_agreement":null},{"id":"W4406792581","doi":"10.1016/j.gloenvcha.2025.102967","title":"“Sometimes, I just want to scream”: Institutional barriers limiting adaptive capacity and resilience to extreme events","year":2025,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université TÉLUQ; University of Alberta","funders":"University of Alberta; Institute for Catastrophic Loss Reduction","keywords":"Limiting; Resilience (materials science); Adaptive capacity; Psychology; Physics; Climate change; Geology; Engineering","score_opus":0.04933769707619566,"score_gpt":0.279728358266828,"score_spread":0.23039066119063234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406792581","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":[0.9266283,0.00021550292,0.0005670259,0.002740575,0.0003576118,0.0008089815,0.00013845404,0.00004101496,0.068502516],"genre_scores_gemma":[0.9953969,0.0000871993,0.00074730493,0.0019035428,0.00010345759,0.00006392775,0.000004635823,0.0000034334032,0.0016896008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844384,0.00008384805,0.00014681765,0.00043044973,0.00046821765,0.00042684784],"domain_scores_gemma":[0.99942565,0.000019363775,0.000035134646,0.00014310003,0.0000063415832,0.00037038335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002511742,0.0001481774,0.00013771081,0.00008017017,0.0007152337,0.000055330034,0.0003211766,0.00005859073,0.00014160833],"category_scores_gemma":[0.00007851901,0.00015106273,0.000037263257,0.00039592278,0.00038791474,0.00031860257,0.00041951865,0.00006403968,0.00012720411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043590032,0.00049083284,0.5498991,0.00008583883,0.00014448137,0.000070149144,0.04060879,0.00033865374,0.0015009786,0.21649033,0.0077750925,0.18215986],"study_design_scores_gemma":[0.00070899696,0.00024959815,0.78795063,0.00031000123,0.00006541175,0.0000027539647,0.052973967,0.00015894664,0.00015349223,0.0019165227,0.15483852,0.00067113346],"about_ca_topic_score_codex":0.0013638409,"about_ca_topic_score_gemma":0.00075124623,"teacher_disagreement_score":0.23805158,"about_ca_system_score_codex":0.00055463554,"about_ca_system_score_gemma":0.000040555893,"threshold_uncertainty_score":0.616016},"labels":[],"label_agreement":null},{"id":"W4406815614","doi":"10.5539/jsd.v18n1p110","title":"Disaster Risk Management and Emergency Response Legislations and Strategies Awareness in Tanzania: A Case of Dar Es Salaam City","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tanzania; Dar es salaam; Business; Emergency management; Emergency response; Environmental planning; Risk management; Socioeconomics; Environmental health; Geography; Environmental protection; Medical emergency; Economic growth; Medicine; Finance; Sociology; Economics","score_opus":0.01184389756885912,"score_gpt":0.30228382172452967,"score_spread":0.29043992415567055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406815614","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":[0.98861927,0.00056980766,0.0013543904,0.00038645952,0.0001095619,0.00026306862,8.161767e-7,0.000004792028,0.008691814],"genre_scores_gemma":[0.9903636,0.000826028,0.0010671997,0.000008281674,0.000010678642,0.000007864046,1.843903e-7,0.0000032554588,0.007712893],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9986787,0.00021170205,0.0004909418,0.00013566464,0.00023381868,0.00024919203],"domain_scores_gemma":[0.999329,0.00008235144,0.0002530611,0.00007916311,0.00019443675,0.000062039275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018408127,0.00009820607,0.00019329519,0.00047389313,0.0003785148,0.000098677316,0.00014332775,0.000038796006,0.000024206334],"category_scores_gemma":[0.00011363457,0.00008472189,0.000025957495,0.0005570005,0.00018007349,0.0005701209,0.00017294288,0.00009663558,1.795519e-7],"study_design_candidate":"observational","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":[0.0009185541,0.00047108,0.6148805,0.00095175434,0.0003416491,0.0049819727,0.17785166,0.00047678303,0.000022957824,0.16161613,0.0014806471,0.036006313],"study_design_scores_gemma":[0.0005097401,0.00003663683,0.4185074,0.00011423963,0.0000414975,0.000010197751,0.56233436,0.000015625368,0.000012980865,0.0067362045,0.011578404,0.000102682774],"about_ca_topic_score_codex":0.0004166017,"about_ca_topic_score_gemma":0.0012523277,"teacher_disagreement_score":0.3844827,"about_ca_system_score_codex":0.00014008836,"about_ca_system_score_gemma":0.00046601254,"threshold_uncertainty_score":0.34548584},"labels":[],"label_agreement":null},{"id":"W4406931423","doi":"10.15273/jue.v15i1.12370","title":"Why Rebuild on Toxic, Sinking Ground?: The Challenges for Disaster Recovery in Southeast Louisiana","year":2025,"lang":"en","type":"article","venue":"Journal for Undergraduate Ethnography","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Forensic engineering; Environmental planning; Political science; Engineering","score_opus":0.04850270881540404,"score_gpt":0.341968683697674,"score_spread":0.29346597488227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406931423","genre_codex":"commentary","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":[0.043796733,0.005270857,0.02887012,0.7065553,0.009455936,0.0035685124,0.000025585197,0.0001567951,0.20230013],"genre_scores_gemma":[0.98157233,0.003908657,0.00075196434,0.0055956114,0.000851812,0.00016607632,0.000003798728,0.000039988576,0.0071097654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979729,0.0002565771,0.0004016481,0.00031855798,0.00043256188,0.00061774265],"domain_scores_gemma":[0.99860793,0.0007509549,0.00020691675,0.00024545254,0.000100148594,0.00008858779],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019887108,0.00020155474,0.00023949776,0.0006039427,0.0015067853,0.00046466987,0.0006821359,0.00011981622,0.0000066149482],"category_scores_gemma":[0.00019135934,0.00014021114,0.0004642119,0.0007692761,0.00032786073,0.0003965052,0.000054830653,0.0003369299,0.0000030640515],"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":[0.0007220518,0.00041289718,0.0011878205,0.00020809537,0.00035743584,0.0000074875757,0.023787191,0.00037367767,0.000033892655,0.76327354,0.08986121,0.1197747],"study_design_scores_gemma":[0.0009502495,0.00023958496,0.0011324534,0.00048086132,0.00006413361,6.599099e-7,0.07060492,0.000093425464,0.000007047969,0.6245461,0.30164427,0.00023628744],"about_ca_topic_score_codex":0.00009058697,"about_ca_topic_score_gemma":0.0052205436,"teacher_disagreement_score":0.9377756,"about_ca_system_score_codex":0.000082864455,"about_ca_system_score_gemma":0.0000740957,"threshold_uncertainty_score":0.9997931},"labels":[],"label_agreement":null},{"id":"W4407006805","doi":"10.22541/au.173833037.71619604/v1","title":"Visualizing the Impacts of Natural Disaster","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Natural disaster; Natural (archaeology); Computer science; Geography; Environmental planning; Environmental resource management; Environmental science; Archaeology; Meteorology","score_opus":0.02118631714589484,"score_gpt":0.3676551748982398,"score_spread":0.3464688577523449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407006805","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":[0.10223907,0.00049618917,0.00018087937,0.0031044045,0.0019573423,0.00045362252,0.0000045307315,0.00005617473,0.8915078],"genre_scores_gemma":[0.9146993,0.00012186561,0.00007508474,0.00030883594,0.0001271507,0.0000071678655,0.0000025682434,0.0000026038765,0.08465543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988948,0.00014703626,0.00018144112,0.00018917031,0.00037299446,0.00021455537],"domain_scores_gemma":[0.9993909,0.00012620645,0.00011602768,0.00027890218,0.00005574074,0.000032245418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047708143,0.00010527413,0.00015016407,0.00006209267,0.00018817122,0.00014309165,0.00080758677,0.00008529216,0.0001825259],"category_scores_gemma":[0.00010843554,0.000060156563,0.000121730896,0.0001717694,0.00035295408,0.00008151944,0.0009562828,0.00020550861,0.000010702461],"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":[0.000036248923,0.00014525653,0.010232718,0.0007449468,0.0002795315,0.0000036236042,0.17234965,0.000094750976,0.00009821584,0.7211039,0.05536613,0.03954505],"study_design_scores_gemma":[0.00081854267,0.00007009295,0.0380326,0.0028925876,0.0005300105,3.1491157e-7,0.36930588,0.0016562145,0.0007699115,0.07148475,0.5127502,0.001688903],"about_ca_topic_score_codex":0.0028309743,"about_ca_topic_score_gemma":0.0035376407,"teacher_disagreement_score":0.81246024,"about_ca_system_score_codex":0.00003077575,"about_ca_system_score_gemma":0.00014434401,"threshold_uncertainty_score":0.42796054},"labels":[],"label_agreement":null},{"id":"W4407026764","doi":"10.1177/2752535x251317651","title":"<i>‘We’re More Prepared than Before</i> : Understanding the Strategies Used by a Non-governmental Organization During the COVID-19 Pandemic in Sub-Saharan Africa","year":2025,"lang":"en","type":"article","venue":"Community Health Equity Research & Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Political science; Economic growth; Medicine; Outbreak; Economics; Infectious disease (medical specialty); Disease","score_opus":0.23242213968122938,"score_gpt":0.5013044041764125,"score_spread":0.26888226449518315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407026764","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":[0.84801316,0.00048615728,0.00026559853,0.10466307,0.000074719006,0.0026639095,0.00003981221,0.00011066899,0.043682896],"genre_scores_gemma":[0.9945,0.0023175962,0.0000019377685,0.001091955,0.00006137638,0.000088799956,0.000018049233,0.000013013162,0.0019072772],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9926264,0.004433248,0.0003425061,0.00023003343,0.0012631123,0.0011046823],"domain_scores_gemma":[0.9975991,0.0011649588,0.00012285449,0.00076743483,0.00007334161,0.00027227317],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008541353,0.00015158819,0.00020242222,0.0002471988,0.0083568655,0.0006938613,0.0022562223,0.00009759215,0.000026249134],"category_scores_gemma":[0.0016344343,0.000107697444,0.000044824188,0.0033281592,0.0016971937,0.0004329597,0.001876932,0.001230741,0.0000070102633],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005676965,0.00051065936,0.04713758,0.00089158525,0.00004575997,0.000002620712,0.8785909,0.000069907524,0.0003442563,0.038880195,0.0316788,0.0012800784],"study_design_scores_gemma":[0.0024662805,0.0001801948,0.0075644916,0.00017878825,0.0000051213983,4.687886e-7,0.95569396,0.00007241071,0.000009892648,0.023826068,0.009865819,0.00013652012],"about_ca_topic_score_codex":0.14133435,"about_ca_topic_score_gemma":0.36575845,"teacher_disagreement_score":0.22442411,"about_ca_system_score_codex":0.008758881,"about_ca_system_score_gemma":0.0044915755,"threshold_uncertainty_score":0.9950463},"labels":[],"label_agreement":null},{"id":"W4407245361","doi":"10.2139/ssrn.5128678","title":"Sendai as a Guiding Force within Canadian Provincial and Territorial Emergency Management","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency management; Business; Political science; Law","score_opus":0.010865815598751383,"score_gpt":0.28308572956625155,"score_spread":0.27221991396750017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407245361","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17996678,0.003851473,0.0023894345,0.009272366,0.032811265,0.0026632294,0.00003532348,0.0001739236,0.7688362],"genre_scores_gemma":[0.73523206,0.013348964,0.00016944914,0.00013599308,0.005259463,0.000046891153,0.000012177133,0.000027494461,0.24576749],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9955316,0.00023547043,0.00046875907,0.00049838104,0.0006673121,0.0025984813],"domain_scores_gemma":[0.9990667,0.0000146487755,0.00028256196,0.00022387873,0.0000982618,0.00031393435],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0028695965,0.00028688504,0.0002683887,0.0004518833,0.0013598646,0.00036994953,0.000917677,0.0002574342,0.00008262963],"category_scores_gemma":[0.00009875315,0.0002845116,0.00015034394,0.0002465555,0.00012665124,0.00021719844,0.00049131166,0.0015273094,0.000013170345],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047217476,0.000036869074,0.002039318,0.00012096537,0.00047935566,0.000039483544,0.008990742,0.0000709367,0.0000040908317,0.95105875,0.003342965,0.033769302],"study_design_scores_gemma":[0.00064002234,0.00013787737,0.00043518806,0.0003573054,0.00035568114,0.00001757983,0.048546843,0.00009051801,0.000003777975,0.81930804,0.12934434,0.00076283317],"about_ca_topic_score_codex":0.26518622,"about_ca_topic_score_gemma":0.89919055,"teacher_disagreement_score":0.63400435,"about_ca_system_score_codex":0.0025391951,"about_ca_system_score_gemma":0.010367758,"threshold_uncertainty_score":0.9999607},"labels":[],"label_agreement":null},{"id":"W4407292292","doi":"10.1080/17477891.2025.2459952","title":"Four core principles to reconcile sociocultural conditions and disaster risk reduction in pursuit of community resilience","year":2025,"lang":"en","type":"article","venue":"Environmental Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ouranos; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Resilience (materials science); Disaster risk reduction; Reduction (mathematics); Sociocultural evolution; Core (optical fiber); Risk analysis (engineering); Environmental planning; Environmental resource management; Political science; Business; Computer science; Geography; Economics; Law","score_opus":0.029147816392500667,"score_gpt":0.30788939923652286,"score_spread":0.2787415828440222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407292292","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":[0.97430193,0.00005080758,0.000023449033,0.00067904015,0.00014285457,0.00031378935,0.000035508983,0.000013202041,0.024439422],"genre_scores_gemma":[0.9882469,0.00014817083,0.0001141244,0.000077463796,0.000019326946,0.0000252301,0.00000862649,0.0000031317727,0.011357005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990287,0.00023124804,0.00018153364,0.00014003301,0.00024372397,0.00017475776],"domain_scores_gemma":[0.99964863,0.000060147697,0.00006797232,0.00016225567,0.0000048236684,0.00005615989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005605967,0.00008046923,0.000114568786,0.00007178769,0.0004763119,0.000036872625,0.00026480525,0.000048941296,0.00013228055],"category_scores_gemma":[0.00006748558,0.00007658684,0.000031940846,0.00016117409,0.00072564115,0.00021853851,0.00022704384,0.00015303654,0.000014685275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001317635,0.0007941649,0.65799063,0.000098820354,0.00007312823,0.000004919657,0.20627387,0.0007473114,0.02292575,0.018379876,0.0062245615,0.086355224],"study_design_scores_gemma":[0.00025844938,0.000059412338,0.8764062,0.000058544738,0.000017667822,4.7389577e-7,0.110766776,0.000029543333,0.00032291084,0.0017148029,0.010251641,0.00011356631],"about_ca_topic_score_codex":0.00090266275,"about_ca_topic_score_gemma":0.002026589,"teacher_disagreement_score":0.21841559,"about_ca_system_score_codex":0.0001533184,"about_ca_system_score_gemma":0.000022253955,"threshold_uncertainty_score":0.3663454},"labels":[],"label_agreement":null},{"id":"W4407576644","doi":"10.4337/9781035340163.00009","title":"The structure of the recovery","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chart; Coronavirus disease 2019 (COVID-19); Pandemic; Geography; Regional science; History; Political science; Medicine; Statistics; Mathematics","score_opus":0.011101801874425962,"score_gpt":0.23599181439760714,"score_spread":0.22489001252318117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407576644","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000072197676,0.00029206256,0.000009627995,0.0027895006,0.0040070894,0.00042187137,0.0000306256,0.0000553731,0.99232167],"genre_scores_gemma":[0.00946806,0.00007234886,0.00002994208,0.00048154037,0.0005901102,0.0000021814703,0.000004469943,0.00001913882,0.9893322],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980146,0.000111940964,0.00032051047,0.00030121944,0.00092373084,0.00032797534],"domain_scores_gemma":[0.9983794,0.00033222555,0.00037945417,0.00067746633,0.00017428142,0.00005714873],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000718064,0.00020750244,0.00022381026,0.00009008779,0.0010997258,0.0016806073,0.0023560403,0.0003549611,0.0001329596],"category_scores_gemma":[0.00059347233,0.000119009565,0.00025950963,0.000057115412,0.0007996891,0.00035342952,0.0006124609,0.00065398874,0.0000064717847],"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":[0.0000069106945,0.0000015494124,0.000013800198,0.00002784455,0.00006675942,0.0000010081156,0.0014574962,0.0000015483772,0.0000047102817,0.71062833,0.2208924,0.06689764],"study_design_scores_gemma":[0.000048331614,0.0000064196634,0.000035040426,0.00019540288,0.00004209656,1.6220113e-7,0.00043422924,7.5241655e-7,0.000014591637,0.13818641,0.86091495,0.00012160988],"about_ca_topic_score_codex":0.00036999912,"about_ca_topic_score_gemma":0.0054259603,"teacher_disagreement_score":0.6400226,"about_ca_system_score_codex":0.00010012573,"about_ca_system_score_gemma":0.00054689485,"threshold_uncertainty_score":0.99935573},"labels":[],"label_agreement":null},{"id":"W4407626135","doi":"10.1016/j.cstp.2025.101396","title":"No sooner said than done: A qualitative study examining equity considerations in pandemic street reallocation initiatives","year":2025,"lang":"en","type":"article","venue":"Case Studies on Transport Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","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":"McGill University; University of Toronto; Toronto Public Health; Simon Fraser University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Equity (law); Pandemic; Coronavirus disease 2019 (COVID-19); Business; 2019-20 coronavirus outbreak; Transport engineering; Environmental planning; Political science; Geography; Engineering; Medicine; Infectious disease (medical specialty); Virology","score_opus":0.14946293866926383,"score_gpt":0.48410982043926126,"score_spread":0.33464688176999746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407626135","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":[0.8365276,0.0001107469,0.000029965397,0.00065431127,0.00016942715,0.00070854055,0.000013492812,0.000069158275,0.16171677],"genre_scores_gemma":[0.9968544,0.00024595467,0.000029199644,0.0004182174,0.00010155073,0.00015951788,0.0000068906397,0.0000065598,0.0021777134],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99802935,0.0005602755,0.00043615943,0.00036018706,0.0002848829,0.0003291255],"domain_scores_gemma":[0.9988593,0.0006338415,0.000111153226,0.00017987448,0.00015873535,0.000057091536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013767267,0.00017021921,0.000294525,0.00035892564,0.0007234998,0.000037010068,0.00012280767,0.00005143928,0.000017823206],"category_scores_gemma":[0.0006733958,0.00015423053,0.000044357297,0.0007385194,0.0005818749,0.00030791305,0.00004734955,0.00015047177,0.000010779404],"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":[0.00003332661,0.00039825,0.05323557,0.000047045247,0.0001825135,0.0003558629,0.8289661,0.000055730474,0.000009270708,0.11551902,0.00019672528,0.0010006302],"study_design_scores_gemma":[0.00072205387,0.00016839302,0.07253316,0.00012232858,0.00005696101,8.1155395e-7,0.9224834,0.0000026007147,0.0000061127216,0.0035447231,0.00017715087,0.00018233959],"about_ca_topic_score_codex":0.0070288708,"about_ca_topic_score_gemma":0.23352626,"teacher_disagreement_score":0.22649738,"about_ca_system_score_codex":0.00021997454,"about_ca_system_score_gemma":0.0003273308,"threshold_uncertainty_score":0.9995834},"labels":[],"label_agreement":null},{"id":"W4407901413","doi":"10.5751/es-15862-300120","title":"Equity in resilience: a case study of community resilience to wildfire in southwestern Oregon, United States","year":2025,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Oregon State University; U.S. Department of Agriculture","keywords":"Resilience (materials science); Equity (law); Community resilience; Geography; Environmental resource management; Environmental planning; Political science; Environmental science; Resource (disambiguation); Computer science","score_opus":0.026891582202168765,"score_gpt":0.3668064980314964,"score_spread":0.33991491582932765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407901413","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":[0.9959574,0.000026624004,0.000013053512,0.0007709301,0.00009394844,0.0005502622,0.0000020744346,0.000018491955,0.0025672505],"genre_scores_gemma":[0.99817497,0.000058605136,0.00003712195,0.00071709143,0.0000059399126,0.00003106468,0.0000017226406,0.0000024954954,0.0009709742],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99815875,0.00086073333,0.00028866305,0.00020254642,0.00014946445,0.00033986158],"domain_scores_gemma":[0.9991744,0.00044305006,0.00006416414,0.00021771697,0.000037616315,0.00006304178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021330537,0.00009750734,0.0002200176,0.00016237755,0.00059972587,0.000033456072,0.00038638586,0.00011643467,0.0000109333605],"category_scores_gemma":[0.00019519014,0.00009389822,0.000029257399,0.0014126307,0.00067735417,0.00014083918,0.00050340994,0.00031212287,0.0000014525451],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019866458,0.00050002604,0.6645754,0.000025485653,0.000009848351,0.000051210438,0.33216193,0.00030222622,0.0000066978428,0.00070131855,0.00049091,0.0011550506],"study_design_scores_gemma":[0.00042686882,0.00012391989,0.4909097,0.000022075154,0.0000064030833,7.852314e-7,0.50737405,0.00009148089,0.0000014648472,0.00074838503,0.00023607282,0.00005877411],"about_ca_topic_score_codex":0.039451968,"about_ca_topic_score_gemma":0.35319296,"teacher_disagreement_score":0.313741,"about_ca_system_score_codex":0.00009227188,"about_ca_system_score_gemma":0.00011129254,"threshold_uncertainty_score":0.9669444},"labels":[],"label_agreement":null},{"id":"W4407909199","doi":"10.7202/1115956ar","title":"Les facteurs ayant facilité l’intervention sociale auprès de sinistrés lors des inondations de 2019 : point de vue de gestionnaires et d’intervenants sociaux","year":2024,"lang":"fr","type":"article","venue":"Intervention","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":"Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Montréal; Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.04768036392843099,"score_gpt":0.37146518727203365,"score_spread":0.32378482334360265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407909199","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":[0.86386794,0.006682776,0.10810603,0.010713144,0.0023434584,0.0004701439,0.00022245692,0.0003409947,0.0072530443],"genre_scores_gemma":[0.9484181,0.0012664363,0.0008193261,0.0001211151,0.00035534342,0.000079367885,0.000091438276,0.00004737626,0.04880154],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9953757,0.0016712672,0.00082049426,0.00059293635,0.00045906127,0.0010805718],"domain_scores_gemma":[0.9988316,0.00020285815,0.00029753946,0.00022968694,0.00017085737,0.0002674214],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034570163,0.0003701908,0.00030860238,0.00028792658,0.0007532196,0.0010546104,0.0005886481,0.00038685626,0.0028430335],"category_scores_gemma":[0.0005078959,0.00040449869,0.0010805881,0.0005653711,0.0011030268,0.0014584995,0.00023244991,0.0005334331,0.00044210308],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008133175,0.001997866,0.03056783,0.0026003055,0.0005915941,0.00014035926,0.120296225,0.0005670879,0.0011389824,0.12454822,0.027841529,0.68962866],"study_design_scores_gemma":[0.001770368,0.0010653383,0.52710867,0.017775416,0.0010284096,0.00009322762,0.1156684,0.009648478,0.0016319992,0.22885288,0.09386693,0.0014898556],"about_ca_topic_score_codex":0.0447837,"about_ca_topic_score_gemma":0.044129476,"teacher_disagreement_score":0.68813884,"about_ca_system_score_codex":0.002313015,"about_ca_system_score_gemma":0.00041439547,"threshold_uncertainty_score":0.9999824},"labels":[],"label_agreement":null},{"id":"W4408059216","doi":"10.1016/j.futures.2025.103570","title":"Gender-responsive disaster risk reduction strategy at the community level: A qualitative approach to analyze coastal communities in Bangladesh","year":2025,"lang":"en","type":"article","venue":"Futures","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Disaster risk reduction; Reduction (mathematics); Environmental planning; Socioeconomics; Geography; Environmental health; Political science; Economic growth; Sociology; Economics; Medicine","score_opus":0.08960476475381418,"score_gpt":0.3787466164886378,"score_spread":0.2891418517348236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408059216","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":[0.8359532,0.00015058262,0.0004494095,0.0011357701,0.0002495927,0.000454811,0.00006512297,0.000034875524,0.16150668],"genre_scores_gemma":[0.9812823,0.000044750373,0.00013300656,0.0002608515,0.00008481276,0.000058399823,0.000039320443,0.0000060621046,0.018090473],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99380773,0.005221514,0.00021059751,0.00014665337,0.0003105192,0.00030295702],"domain_scores_gemma":[0.9988117,0.0005853059,0.00008407506,0.0003876995,0.00007785801,0.00005335635],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021294774,0.00013538334,0.0001621001,0.00018483654,0.0019227009,0.00018621027,0.0006510465,0.0000720591,0.00007588118],"category_scores_gemma":[0.0001693098,0.00009750297,0.00006590935,0.0007245797,0.0007615824,0.00019651427,0.00038080005,0.00042181436,0.000016313239],"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":[0.00016559607,0.00015485613,0.0014859282,0.000021064858,0.00005623231,5.9393716e-7,0.9392481,0.0008564475,0.000032747346,0.03291516,0.020452872,0.0046104095],"study_design_scores_gemma":[0.00018550914,0.000029839735,0.040542684,0.000021971631,0.000023155835,2.3736746e-7,0.94214207,0.000033282475,0.00001830689,0.0048423875,0.012045201,0.000115382485],"about_ca_topic_score_codex":0.036649052,"about_ca_topic_score_gemma":0.22504142,"teacher_disagreement_score":0.18839237,"about_ca_system_score_codex":0.00011306965,"about_ca_system_score_gemma":0.00009040275,"threshold_uncertainty_score":0.99937665},"labels":[],"label_agreement":null},{"id":"W4408121497","doi":"10.69554/ijet9958","title":"Evacuate or shelter-in-place? Applying a risk-informed decision support tool for long-term care facilities threatened by wildfire","year":2025,"lang":"en","type":"article","venue":"","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":true,"ca_institutions":"Interior Health","funders":"","keywords":"Flooding (psychology); SAFER; Emergency management; Environmental planning; Business; Risk management; Risk assessment; Health care; Medical emergency; Geography; Environmental health; Environmental resource management; Medicine; Political science; Psychology; Environmental science; Computer security; Computer science","score_opus":0.01670486526825598,"score_gpt":0.33334050548950434,"score_spread":0.31663564022124835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408121497","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":[0.8741167,0.0001929602,0.007284583,0.00039164597,0.0005141248,0.0027678462,0.000060884544,0.00017294168,0.11449832],"genre_scores_gemma":[0.82395977,0.00040096103,0.00056842604,0.0001610285,0.000031780706,0.0004013063,0.000041185995,0.000008256242,0.1744273],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831,0.000050311937,0.00035381893,0.00036719165,0.0003894586,0.00052916585],"domain_scores_gemma":[0.99919534,0.0003659918,0.00007996773,0.00023381377,0.00005705018,0.000067855464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045689777,0.00018103188,0.00023857955,0.00015915617,0.00056698045,0.00029087483,0.00048136865,0.00010370022,0.0004632074],"category_scores_gemma":[0.00024359161,0.00013179191,0.000105693005,0.00036656854,0.00017027334,0.000550335,0.00013406522,0.00007738775,0.000039552095],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006389581,0.00007358038,0.30523783,0.00034846147,0.00005264353,0.000011398363,0.027240967,0.000022607232,0.000015997059,0.0016679075,0.024370776,0.6403189],"study_design_scores_gemma":[0.009150866,0.00063683075,0.1428096,0.0010314961,0.00025237622,0.000001047647,0.37053424,0.00081847725,0.0007993606,0.004939524,0.46718442,0.0018417564],"about_ca_topic_score_codex":0.001087398,"about_ca_topic_score_gemma":0.026232673,"teacher_disagreement_score":0.6384771,"about_ca_system_score_codex":0.0001825541,"about_ca_system_score_gemma":0.00029026592,"threshold_uncertainty_score":0.991536},"labels":[],"label_agreement":null},{"id":"W4408197776","doi":"10.18280/ijsdp.200234","title":"Socio-Economic Analysis and Population Displacement Due to Natural Disasters in West Sumatra","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Natural disaster; Geography; Natural (archaeology); Displacement (psychology); Population; Geology; Archaeology; Demography; Meteorology; Sociology","score_opus":0.007162779411648476,"score_gpt":0.2984671577569563,"score_spread":0.2913043783453078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408197776","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":[0.99501884,0.00017300378,0.00092272565,0.0015572404,0.00034121328,0.000089146524,5.5216327e-7,0.0000034750508,0.0018938087],"genre_scores_gemma":[0.9963279,0.000025481839,0.00050059526,0.00011121827,0.000047453577,0.0000025666618,0.0000072305947,0.0000017918163,0.002975796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920416,0.000035610436,0.0002806732,0.00010413695,0.00021236537,0.000163085],"domain_scores_gemma":[0.99966335,0.00006445036,0.00011155856,0.00002271835,0.00008797833,0.00004994802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006096063,0.00006619327,0.00013453029,0.00080380804,0.00015290134,0.00022436051,0.00016210297,0.000024341463,0.000017894108],"category_scores_gemma":[0.000053292784,0.00006147598,0.00002584571,0.00023181691,0.000033480108,0.0003884306,0.00008735972,0.00006890781,7.298941e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013187302,0.000023991775,0.9129099,0.00002422854,0.0003897004,0.00026214056,0.053729974,0.0025439009,0.0000038236485,0.015598376,0.0003002864,0.014081776],"study_design_scores_gemma":[0.00031490903,0.000008171677,0.83248985,0.00009682839,0.000035367237,0.0000013252262,0.15946303,0.00017925585,0.0000073125852,0.0005643731,0.0067498623,0.00008974744],"about_ca_topic_score_codex":0.00067323406,"about_ca_topic_score_gemma":0.00069404434,"teacher_disagreement_score":0.10573305,"about_ca_system_score_codex":0.000329477,"about_ca_system_score_gemma":0.000111502886,"threshold_uncertainty_score":0.25069174},"labels":[],"label_agreement":null},{"id":"W4408213258","doi":"10.55016/ojs/jcph.v2i1.77909","title":"‘You're just invisible and you don't matter at all’: The structural violence of the COVID-19 Canada Emergency Response Benefit (CERB)","year":2025,"lang":"en","type":"article","venue":"Journal of Critical Public Health","topic":"Disaster Management and Resilience","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":true,"ca_institutions":"Queen's University; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Gun violence; History; Medicine; Medical emergency; Virology; Poison control; Suicide prevention; Internal medicine","score_opus":0.047302967128498026,"score_gpt":0.38650867088354973,"score_spread":0.3392057037550517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408213258","genre_codex":"commentary","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":[0.41387826,0.0005665702,0.000050039493,0.5820888,0.00076034886,0.00012625448,0.000010371525,0.000003241777,0.0025160755],"genre_scores_gemma":[0.97108436,0.00028473305,0.000028400404,0.026127586,0.00009303205,0.0000016023301,2.8108582e-7,0.0000041645726,0.0023758698],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972572,0.000765795,0.0005742464,0.00014852003,0.0007819048,0.00047235328],"domain_scores_gemma":[0.99830985,0.00055693876,0.0002163522,0.00021973466,0.00021468486,0.00048245248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003088616,0.00009887318,0.00021150643,0.000085884785,0.0008887733,0.000101940044,0.0007486617,0.00005022806,0.0008776108],"category_scores_gemma":[0.0024595507,0.00005526352,0.00007312376,0.0004450658,0.0006744552,0.00029571782,0.00022837536,0.00025970273,0.0000013319763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037875902,0.00013212986,0.23502849,0.000875271,0.000097434175,0.000024381307,0.017348511,0.00006107058,0.000041854022,0.1840742,0.55398554,0.0079524],"study_design_scores_gemma":[0.00050297996,0.00012158749,0.2629304,0.00014928724,0.00004871587,0.000017426524,0.032977555,0.00006429491,0.00000647091,0.021152204,0.6818496,0.00017948041],"about_ca_topic_score_codex":0.118785284,"about_ca_topic_score_gemma":0.28855303,"teacher_disagreement_score":0.5572061,"about_ca_system_score_codex":0.0004888804,"about_ca_system_score_gemma":0.0031958425,"threshold_uncertainty_score":0.9609223},"labels":[],"label_agreement":null},{"id":"W4408257207","doi":"10.1353/jds.00001","title":"Boots on the Ground: Disaster Response in Canada by Johanu Botha (review)","year":2024,"lang":"en","type":"article","venue":"Journal of disaster studies.","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disaster response; Emergency response; Aeronautics; Engineering; Emergency management; Political science; Medicine; Medical emergency; Law","score_opus":0.031227131562255636,"score_gpt":0.32882677495198304,"score_spread":0.2975996433897274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408257207","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":[0.7366561,0.1389608,0.000020899388,0.09068662,0.0037555408,0.00053568126,0.000012481954,0.000016457596,0.029355422],"genre_scores_gemma":[0.9672296,0.01714629,0.000005410797,0.004794915,0.00025763258,0.000012773526,2.9543017e-7,0.000014172447,0.010538915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997396,0.00058101537,0.0005282282,0.00018646018,0.0009374549,0.00037084118],"domain_scores_gemma":[0.99861926,0.00085218396,0.00017195127,0.00018213817,0.0000746215,0.00009986021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021548497,0.00016728467,0.00033226257,0.00008998545,0.000193921,0.00011725693,0.0005522853,0.000025626076,0.00016159461],"category_scores_gemma":[0.00040417654,0.000093881245,0.00012226097,0.0004459136,0.00022942251,0.00032645304,0.000114815164,0.00029529462,0.00003257272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020681,0.00007055008,0.00082963845,0.00021170129,0.00021044792,0.00024589506,0.030259892,0.0000064717015,0.000026521582,0.0012799407,0.9545185,0.012133653],"study_design_scores_gemma":[0.0003113571,0.00021511303,0.0036802383,0.0039505824,0.000095031966,0.000006873245,0.13172731,0.000011462204,0.0000071022223,0.0005320217,0.8592041,0.00025880724],"about_ca_topic_score_codex":0.032105464,"about_ca_topic_score_gemma":0.40668595,"teacher_disagreement_score":0.3745805,"about_ca_system_score_codex":0.0006691914,"about_ca_system_score_gemma":0.0005503152,"threshold_uncertainty_score":0.97433984},"labels":[],"label_agreement":null},{"id":"W4408423109","doi":"10.5194/egusphere-egu25-2824","title":"Investigating the impact of model complexity on efficiency, efficacy &amp;amp; ease of use for storm surge modelling &amp;#8211; A case study of Hurricane Helene, Florida","year":2025,"lang":"en","type":"preprint","venue":"","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":"Stantec (Canada)","funders":"","keywords":"Storm surge; Storm; Surge; Computer science; Environmental science; Operations research; Meteorology; Marine engineering; Engineering; Geography","score_opus":0.28752450044134886,"score_gpt":0.42505633455437425,"score_spread":0.1375318341130254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408423109","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":[0.9418235,0.00003541089,0.052261848,0.000058442245,0.00019418575,0.0030765173,0.000236103,0.000055152603,0.0022588628],"genre_scores_gemma":[0.99243665,0.00002866718,0.0053869393,0.000021634576,0.000058802183,0.0000764112,0.000030024366,0.000019711582,0.0019411751],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99611276,0.00049058645,0.001112225,0.00071835576,0.0010266859,0.0005393597],"domain_scores_gemma":[0.9955194,0.0015481779,0.0010233024,0.0011611056,0.0005603774,0.00018761438],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020466668,0.0004333667,0.0009433064,0.00035594674,0.00053749414,0.00011514087,0.0011943087,0.00017665469,0.00003844287],"category_scores_gemma":[0.00075609406,0.0003030974,0.0005490528,0.0007756631,0.0009815542,0.00016745827,0.0008577339,0.00040324964,0.0000014749214],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009071225,0.0014849122,0.005370603,0.00032381827,0.00018637527,0.0000023947905,0.0492211,0.93921995,0.000034462548,0.0031715059,0.00050343,0.0003907568],"study_design_scores_gemma":[0.002188265,0.000434606,0.001368298,0.0009993268,0.0006261315,0.0000023311907,0.041164845,0.94613755,0.000049887723,0.005856351,0.00015385814,0.0010185417],"about_ca_topic_score_codex":0.16003104,"about_ca_topic_score_gemma":0.043644074,"teacher_disagreement_score":0.116386965,"about_ca_system_score_codex":0.00017904805,"about_ca_system_score_gemma":0.0008870475,"threshold_uncertainty_score":0.9999421},"labels":[],"label_agreement":null},{"id":"W4408423649","doi":"10.1175/waf-d-24-0072.1","title":"“This Isn’t a Hurricane, This is a Flood Event”: A Qualitative Analysis of National Weather Service Forecaster Messaging during Hurricane Florence","year":2025,"lang":"en","type":"article","venue":"Weather and Forecasting","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":"NOAA Weather Program Office","keywords":"National weather service; Meteorology; Flood myth; Event (particle physics); Service (business); Environmental science; Climatology; History; Geography; Geology; Business","score_opus":0.03599258190067988,"score_gpt":0.3512368306395378,"score_spread":0.3152442487388579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408423649","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":[0.51793647,0.00033766474,0.0007724942,0.0010299239,0.00009197307,0.00027147794,0.000030163243,0.000047793637,0.47948202],"genre_scores_gemma":[0.9609161,0.00003517537,0.0005416553,0.00046673734,0.00004863501,0.000032270505,0.000005425704,0.000011979384,0.03794204],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99780035,0.00023303261,0.00045469083,0.00045543438,0.0006419509,0.00041455473],"domain_scores_gemma":[0.99891216,0.0002963576,0.0002566556,0.00017036805,0.0002794647,0.00008501468],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011584006,0.00020098794,0.00040305874,0.00057059206,0.00053242216,0.0001098504,0.0003297428,0.00007940204,0.0017198685],"category_scores_gemma":[0.0001772636,0.00018142727,0.0001744875,0.0026336869,0.0002598083,0.0003338777,0.00018303812,0.00013171663,0.000010716836],"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":[0.00013279304,0.000266564,0.06974031,0.00042872652,0.0026881346,0.00000888601,0.8767017,0.00030386966,0.00075543375,0.027655087,0.0016176599,0.019700825],"study_design_scores_gemma":[0.005866072,0.0003016855,0.083253086,0.0031000103,0.0055708163,0.0000074654913,0.7129118,0.13886362,0.0010417538,0.016227666,0.029601254,0.003254767],"about_ca_topic_score_codex":0.0021449088,"about_ca_topic_score_gemma":0.0013864483,"teacher_disagreement_score":0.4429796,"about_ca_system_score_codex":0.00008344104,"about_ca_system_score_gemma":0.00009983163,"threshold_uncertainty_score":0.9991927},"labels":[],"label_agreement":null},{"id":"W4408426554","doi":"10.5194/egusphere-egu25-10006","title":"Cross-country dependencies in fire weather enhance the danger of extremely widespread fires in Europe","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Forensic engineering; Geography; Computer security; Computer science; Engineering","score_opus":0.02212266305014274,"score_gpt":0.33878706430577643,"score_spread":0.31666440125563367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408426554","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":[0.4675313,0.0013658846,0.00002814679,0.0008036747,0.0005572113,0.00049621554,0.000010042934,0.000033478642,0.52917403],"genre_scores_gemma":[0.80700547,0.0011121591,0.000064178086,0.00019285447,0.000058798698,0.000048416892,0.000003210102,0.0000070200076,0.19150789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980391,0.00024243936,0.00040883708,0.00044207863,0.000525769,0.0003417409],"domain_scores_gemma":[0.9989282,0.00030082997,0.00016266275,0.00047102149,0.00011035983,0.000026937949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010710465,0.00018943612,0.00027141056,0.000120438526,0.00012377345,0.00020951073,0.0014037498,0.00018090341,0.00049348216],"category_scores_gemma":[0.0005026797,0.0001311228,0.00006399943,0.000740331,0.0006646262,0.0001922452,0.0009869196,0.00036416412,0.000017778659],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017298166,0.0007477918,0.63082373,0.0012064852,0.00012773127,0.00009101039,0.141249,0.004630915,0.00041640474,0.07800209,0.015810074,0.12672181],"study_design_scores_gemma":[0.0007960958,0.000052339736,0.6117098,0.0044584246,0.0000800564,3.314618e-7,0.036796443,0.0017964038,0.0014127523,0.01524047,0.32615858,0.0014983244],"about_ca_topic_score_codex":0.030792309,"about_ca_topic_score_gemma":0.104321435,"teacher_disagreement_score":0.33947417,"about_ca_system_score_codex":0.000066379434,"about_ca_system_score_gemma":0.00029072203,"threshold_uncertainty_score":0.97566175},"labels":[],"label_agreement":null},{"id":"W4408431344","doi":"10.5194/egusphere-egu25-12942","title":"Enhancing Community Resilience to Ice-Jam Floods: Insights from Socioeconomic and Psychological Factors in Fort McMurray, Canada","year":2025,"lang":"en","type":"preprint","venue":"","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":true,"ca_institutions":"University of Saskatchewan; Global Institute for Water Security","funders":"","keywords":"Socioeconomic status; Resilience (materials science); Psychological resilience; Geography; Psychology; Sociology; Social psychology; Demography","score_opus":0.03676903997905876,"score_gpt":0.3288115504437111,"score_spread":0.2920425104646523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408431344","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":[0.87960875,0.00008777686,0.00016046868,0.0007102259,0.000933388,0.0005847766,0.00002679641,0.00005177828,0.117836036],"genre_scores_gemma":[0.99339956,0.00013396454,0.000364119,0.00095100404,0.00006794733,0.000037035054,0.000019323923,0.000005812116,0.005021263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976685,0.0005361725,0.0004363711,0.0006229394,0.00031214574,0.000423878],"domain_scores_gemma":[0.9986102,0.00049733033,0.0001188265,0.0005255545,0.000036122008,0.00021194096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004611502,0.0002715684,0.00043018901,0.00015716616,0.0006228068,0.0002163148,0.0012854266,0.00028501215,0.00020900817],"category_scores_gemma":[0.00017765882,0.00023951831,0.00005736468,0.00017400448,0.0002838715,0.00015639026,0.0015133545,0.00085290446,0.000008867347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001868664,0.0011258773,0.5882007,0.0005197592,0.0002632559,0.000063770996,0.32813847,0.0019344902,0.0004444883,0.03121523,0.03147308,0.016434025],"study_design_scores_gemma":[0.00054308074,0.0000836429,0.74977845,0.0005753207,0.00005126068,8.919056e-8,0.20214526,0.00010189791,0.00029417162,0.02609042,0.019092476,0.0012439528],"about_ca_topic_score_codex":0.96034473,"about_ca_topic_score_gemma":0.9977891,"teacher_disagreement_score":0.16157773,"about_ca_system_score_codex":0.00049494073,"about_ca_system_score_gemma":0.00061916583,"threshold_uncertainty_score":0.97672737},"labels":[],"label_agreement":null},{"id":"W4408463334","doi":"10.1007/978-3-031-83317-5_7","title":"Prefabricated Shelters","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada); McGill University","funders":"","keywords":"Business","score_opus":0.019783536708622908,"score_gpt":0.28229623390980413,"score_spread":0.2625126972011812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408463334","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000013710887,0.00010183686,0.00011900041,0.0012443486,0.00040952163,0.00024092241,0.0000021803774,0.00015248424,0.99772835],"genre_scores_gemma":[0.0006781826,0.00032138915,0.00007225967,0.00046938338,0.000107493026,0.000003349605,0.0000068703,0.000007334146,0.99833375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991464,0.000012628037,0.00012543259,0.00023711173,0.00030015165,0.00017830326],"domain_scores_gemma":[0.9996346,0.0000346003,0.0000536024,0.00018198155,0.000037940208,0.00005727419],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001251153,0.00011999737,0.00013297322,0.00011462228,0.00018138881,0.00008742959,0.0004086588,0.00014516972,0.0048890654],"category_scores_gemma":[0.00001562926,0.00010477389,0.000082854036,0.00004256342,0.0002476696,0.0000728316,0.00010783155,0.000098660836,0.0006183591],"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":[0.0000014101398,0.000003196859,0.000006433383,0.000010747213,0.000021057796,0.0000026945074,0.00034947775,2.0810984e-7,3.0397544e-7,0.79938024,0.18111932,0.019104913],"study_design_scores_gemma":[0.00003503241,0.000005317981,0.000012099444,0.000057119756,0.00002768007,1.6198923e-8,0.00021298027,0.0000025211652,6.6442215e-7,0.018355845,0.98116064,0.00013009534],"about_ca_topic_score_codex":0.00021642634,"about_ca_topic_score_gemma":0.0005248998,"teacher_disagreement_score":0.8000413,"about_ca_system_score_codex":0.000052472118,"about_ca_system_score_gemma":0.00010302035,"threshold_uncertainty_score":0.9960206},"labels":[],"label_agreement":null},{"id":"W4408463341","doi":"10.1007/978-3-031-83317-5","title":"Fundamentals of Planning and Designing Sustainable Post-Disaster Shelters","year":2025,"lang":"en","type":"book","venue":"","topic":"Disaster Management and Resilience","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":"Stantec (Canada); McGill University","funders":"","keywords":"Environmental planning; Business; Architectural engineering; Geography; Engineering","score_opus":0.01468274834753748,"score_gpt":0.29687196505020674,"score_spread":0.2821892167026693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408463341","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00060565816,0.0006231877,0.0003820005,0.00021737341,0.0001361973,0.00043425348,0.0000033655697,0.000041330062,0.9975566],"genre_scores_gemma":[0.009788651,0.000052343494,0.00026009526,0.00029424424,0.000060444516,0.000006739695,0.000010457408,0.000009633209,0.9895174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987425,0.00006491348,0.0002262457,0.00027655865,0.0003343315,0.00035540404],"domain_scores_gemma":[0.9994239,0.00014897944,0.00013223496,0.00013602573,0.0000885999,0.00007024513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043494726,0.00016150114,0.00026097678,0.00023361805,0.00029017898,0.0001686635,0.000293349,0.00014005194,0.00038664602],"category_scores_gemma":[0.000047043006,0.00014693856,0.00006330996,0.0001017181,0.00044091835,0.00025643414,0.00026391164,0.000107497304,0.0000073369374],"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":[0.00007173945,0.000056880952,0.0019933966,0.0019639635,0.0002576554,0.00008941189,0.080489576,0.000025845597,0.00007682931,0.63698804,0.26798666,0.0100000175],"study_design_scores_gemma":[0.00031659048,0.000106523636,0.00019000018,0.0009523975,0.0001354483,3.344314e-7,0.22917286,0.000007663944,0.00003591087,0.010341348,0.7582997,0.00044121884],"about_ca_topic_score_codex":0.000390555,"about_ca_topic_score_gemma":0.00007063394,"teacher_disagreement_score":0.6266467,"about_ca_system_score_codex":0.00011299697,"about_ca_system_score_gemma":0.0003656372,"threshold_uncertainty_score":0.59919804},"labels":[],"label_agreement":null},{"id":"W4408463391","doi":"10.1007/978-3-031-83317-5_3","title":"Site Planning","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada); McGill University","funders":"","keywords":"Geography; Computer science","score_opus":0.025552581862793803,"score_gpt":0.3082971089425263,"score_spread":0.2827445270797325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408463391","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003977984,0.0002082818,0.00013597531,0.00050606416,0.00038344297,0.00012200316,0.0000018043114,0.00009716191,0.9985413],"genre_scores_gemma":[0.0004402983,0.00010701579,0.00008184519,0.00041901955,0.00018292456,0.0000013016331,0.000005314521,0.0000051549146,0.9987571],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933374,0.0000075224707,0.0000916595,0.00017380468,0.0002481335,0.0001451477],"domain_scores_gemma":[0.9997409,0.00003774599,0.000040961317,0.00011819093,0.00002190094,0.00004028027],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012152817,0.000092147835,0.00010553335,0.000090157024,0.0002062721,0.000085685926,0.00023090103,0.00012074629,0.0031389454],"category_scores_gemma":[0.000011491282,0.00008196205,0.000060099275,0.000022928432,0.0001372808,0.00006399859,0.000093894116,0.000093907656,0.00056118955],"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":[9.343118e-7,0.000001281146,0.000035365632,0.000009207615,0.00001045703,0.0000071883646,0.0010502073,9.0759926e-7,1.485492e-7,0.85113555,0.1394966,0.008252154],"study_design_scores_gemma":[0.000023700974,0.0000035116188,0.000014633711,0.0001066585,0.000015915375,1.665979e-8,0.00034614193,0.0000026469306,1.7215223e-7,0.01713728,0.9822458,0.00010349581],"about_ca_topic_score_codex":0.00012245134,"about_ca_topic_score_gemma":0.00038099414,"teacher_disagreement_score":0.84274924,"about_ca_system_score_codex":0.000026602851,"about_ca_system_score_gemma":0.00006342704,"threshold_uncertainty_score":0.99777234},"labels":[],"label_agreement":null},{"id":"W4408464124","doi":"10.1007/978-3-031-85709-6_4","title":"Critical Incidents","year":2025,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in criminology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Amgen (Canada); University of Regina; London Health Sciences Centre","funders":"","keywords":"Psychology","score_opus":0.07226800925948663,"score_gpt":0.35820837640665004,"score_spread":0.2859403671471634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408464124","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006047442,0.0007274093,0.000055280816,0.0018764602,0.0019771925,0.00024590144,0.0000034474604,0.000094208764,0.99441534],"genre_scores_gemma":[0.04297447,0.00084396213,0.00018269761,0.0008104499,0.0003211565,0.000015779135,0.0000040334226,0.00002116418,0.9548263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810886,0.00006701566,0.00036352596,0.000537819,0.00036923084,0.00055354304],"domain_scores_gemma":[0.999099,0.00028317948,0.00007832198,0.00036959467,0.00008219261,0.00008769823],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034825032,0.0002341689,0.0003736916,0.00044318676,0.0001967496,0.000079173886,0.0007798633,0.0005902165,0.0014901839],"category_scores_gemma":[0.000593921,0.00026558075,0.00010654773,0.00004937415,0.001279382,0.00013231196,0.00046440697,0.00052334956,0.00036706022],"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":[0.000008812729,0.000019680792,0.00033097362,0.00007441191,0.000015754063,0.00013402825,0.0014803999,4.9578506e-7,0.0000012609834,0.9690485,0.005744613,0.023141067],"study_design_scores_gemma":[0.000114111426,0.000020562034,0.00065049564,0.00024085699,0.00004226997,6.7196225e-7,0.0002296866,0.0000017871841,0.0000023962552,0.195913,0.80253536,0.00024880617],"about_ca_topic_score_codex":0.0007306531,"about_ca_topic_score_gemma":0.00321018,"teacher_disagreement_score":0.7967907,"about_ca_system_score_codex":0.000206162,"about_ca_system_score_gemma":0.00024376807,"threshold_uncertainty_score":0.9999796},"labels":[],"label_agreement":null},{"id":"W4408484366","doi":"10.1080/13549839.2025.2477026","title":"Community perceptions on institutional gaps in flood disaster preparedness and management in Mepe community, Ghana","year":2025,"lang":"en","type":"article","venue":"Local Environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Preparedness; Flood myth; Emergency management; Environmental planning; Community resilience; Disaster preparedness; Perception; Political science; Business; Environmental resource management; Geography; Psychology; Environmental science","score_opus":0.01683653268268594,"score_gpt":0.2872254209589106,"score_spread":0.2703888882762247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408484366","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":[0.85748386,0.00003533766,0.000751566,0.000989527,0.00008281835,0.00039587542,0.0000033097135,0.000015299493,0.14024241],"genre_scores_gemma":[0.9952964,0.00027915082,0.00006598702,0.0004404848,0.000008361349,0.00007423831,0.000010386398,0.0000034730251,0.003821502],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984637,0.0007012841,0.00018807146,0.00015449629,0.0002627477,0.0002297333],"domain_scores_gemma":[0.99956757,0.00006666197,0.000022432707,0.00028853543,0.000002301435,0.000052473144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006735048,0.0001085007,0.00011956722,0.0001550961,0.00065748155,0.00004714948,0.00034522332,0.000055232795,0.00012559861],"category_scores_gemma":[0.00000859138,0.00010645667,0.000025723213,0.00019241098,0.0006893343,0.00013887478,0.00047751557,0.00033484647,0.000038351358],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002731382,0.009093131,0.05375977,0.00044193206,0.00013705662,0.000057152458,0.33851743,0.02469281,0.00007246804,0.3012658,0.001960877,0.26972845],"study_design_scores_gemma":[0.0015347265,0.00010826226,0.6079571,0.00033843442,0.0000326165,2.849634e-7,0.35265833,0.00065146806,0.00000643974,0.0058235317,0.030588573,0.00030022458],"about_ca_topic_score_codex":0.0043376316,"about_ca_topic_score_gemma":0.024741208,"teacher_disagreement_score":0.5541973,"about_ca_system_score_codex":0.0005248545,"about_ca_system_score_gemma":0.000017123515,"threshold_uncertainty_score":0.99305475},"labels":[],"label_agreement":null},{"id":"W4408490861","doi":"10.1111/cag.70009","title":"Pitfall: The race to mine the world's most vulnerable places By ChristopherPollon, Vancouver: Greystone Books. 2023. 304 pages. $39.95 (hardcover). ISBN: 9781771649124","year":2025,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","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":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Race (biology); History; Sociology; Gender studies","score_opus":0.0055237051107909045,"score_gpt":0.21655924347500202,"score_spread":0.21103553836421113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408490861","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":[0.39220965,0.09259581,0.000021114425,0.16838564,0.014041986,0.0054885447,0.0008731361,0.00056622765,0.32581788],"genre_scores_gemma":[0.5098425,0.030552294,0.0001197497,0.033058167,0.0008901058,0.0009536344,0.000099820376,0.00013308499,0.42435065],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946564,0.00051347184,0.0006220931,0.0010030797,0.0007792859,0.0024256636],"domain_scores_gemma":[0.9963991,0.0006326252,0.00022591547,0.001227776,0.00030093684,0.00121363],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0014840565,0.0006663248,0.0005791455,0.0018273124,0.0066604386,0.00093709084,0.002821064,0.00020710773,0.0003580983],"category_scores_gemma":[0.0003831173,0.0004944693,0.00038105962,0.014675133,0.0042974586,0.00053997186,0.0002453801,0.0006277571,0.00003717141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003144918,0.000028975775,0.010668934,0.000036641613,0.00024836292,0.00003233861,0.0044109193,0.000057405905,0.000026033043,0.010454242,0.9677051,0.006299611],"study_design_scores_gemma":[0.00031402148,0.00005951018,0.0057364143,0.00010911017,0.00013638043,0.000001313494,0.06581685,0.000009939246,0.000017773193,0.0010589064,0.926133,0.00060680433],"about_ca_topic_score_codex":0.8271039,"about_ca_topic_score_gemma":0.9994359,"teacher_disagreement_score":0.17233199,"about_ca_system_score_codex":0.0002988262,"about_ca_system_score_gemma":0.00059256767,"threshold_uncertainty_score":0.9997507},"labels":[],"label_agreement":null},{"id":"W4408505121","doi":"10.3390/cli13030061","title":"The Medium-Term Psychosocial Impact of the 2021 Floods in Belgium: A Survey-Based Study","year":2025,"lang":"en","type":"article","venue":"Climate","topic":"Disaster Management and Resilience","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":"McMaster University","funders":"Vlaamse regering","keywords":"Psychosocial; Medium term; Term (time); Environmental science; Environmental health; Psychology; Medicine; Physics; Psychiatry","score_opus":0.019864178553024445,"score_gpt":0.3881064560762574,"score_spread":0.3682422775232329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408505121","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":[0.97044617,0.000059918537,0.0000029604244,0.0011674584,0.0007533668,0.00049531454,0.000008753904,0.000008662288,0.027057426],"genre_scores_gemma":[0.9987627,0.000057503898,0.0000019461468,0.000043065193,0.000043648928,0.000019533209,0.0000010899345,0.0000032954395,0.0010671844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983686,0.00068446586,0.00020580609,0.00014837367,0.0002957326,0.0002969935],"domain_scores_gemma":[0.9993068,0.00027300642,0.00008768793,0.00026210072,0.000045345303,0.000025072402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020894143,0.00007632894,0.0001238811,0.000046909612,0.0005203988,0.00009469249,0.000686057,0.00003576687,0.00006300886],"category_scores_gemma":[0.00019487237,0.00004070082,0.00009841519,0.0008542277,0.0003066404,0.00006115217,0.00012837235,0.000090520385,0.000007966352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004337397,0.00020584946,0.9912226,0.000007287649,0.000022608088,0.0000011409306,0.0048199776,0.000018771754,0.000020581112,0.00060709554,0.0011899789,0.0018406991],"study_design_scores_gemma":[0.0003917558,0.000033266067,0.9938317,0.000031169395,0.000012666697,4.890992e-9,0.004944578,0.000026082524,0.000004893097,0.00028209938,0.00039510918,0.00004667833],"about_ca_topic_score_codex":0.0019954124,"about_ca_topic_score_gemma":0.055412784,"teacher_disagreement_score":0.053417373,"about_ca_system_score_codex":0.000060550705,"about_ca_system_score_gemma":0.00020575392,"threshold_uncertainty_score":0.96182346},"labels":[],"label_agreement":null},{"id":"W4408559433","doi":"10.1057/s41599-025-04707-0","title":"Access to ınformation and social solidarity in the 2023 Turkey earthquake: disaster education as citizenship education","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Solidarity; Citizenship; Political science; Citizenship education; Sociology; Economic growth; Law; Economics","score_opus":0.11809600818225735,"score_gpt":0.4075437458648557,"score_spread":0.28944773768259835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408559433","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":[0.412419,0.00020625725,0.000016059788,0.05125572,0.00019042793,0.00045242268,0.0000030318404,0.000018866183,0.53543824],"genre_scores_gemma":[0.98806554,0.00020452906,0.000053016774,0.006820752,0.0001099576,0.00012871907,0.000014561677,0.0000020850912,0.004600821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99879014,0.0003830977,0.00019427975,0.00015334021,0.0002694583,0.00020965537],"domain_scores_gemma":[0.9994749,0.0001717202,0.000076886274,0.00017137351,0.000087175846,0.000017961836],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010041572,0.00008173727,0.000094942116,0.0001911145,0.005584722,0.0016006157,0.0010533148,0.00005335192,0.000030120582],"category_scores_gemma":[0.00006578164,0.00007017164,0.000025838404,0.000591085,0.0015545776,0.0007231125,0.0003587156,0.00012582363,0.000008248529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022392494,0.00005708993,0.0016893625,0.000016616243,0.0000028449017,1.5477525e-8,0.16298188,4.4207277e-7,0.0000013456714,0.8022719,0.008595294,0.02438096],"study_design_scores_gemma":[0.00008721357,0.000018665374,0.11899026,0.000042616994,0.000017778519,2.0782524e-7,0.5947167,0.000029844843,4.3224972e-7,0.06445288,0.22150216,0.00014120254],"about_ca_topic_score_codex":0.003912126,"about_ca_topic_score_gemma":0.020774584,"teacher_disagreement_score":0.737819,"about_ca_system_score_codex":0.00005548902,"about_ca_system_score_gemma":0.00044402143,"threshold_uncertainty_score":0.99943584},"labels":[],"label_agreement":null},{"id":"W4408580850","doi":"10.1177/00207152251325224","title":"Deconstructing the concept of camp governance toward practice-based theory building on post-disaster relocation","year":2025,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; Global Affairs Canada","funders":"Japan Society for the Promotion of Science; Fonds de Recherche du Québec-Société et Culture; International Development Research Centre","keywords":"Relocation; Corporate governance; Sociology; Business; Public relations; Political science; Computer science; Finance","score_opus":0.030453323352944345,"score_gpt":0.39787524712655464,"score_spread":0.36742192377361027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408580850","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":[0.8869522,0.0006712317,0.02223127,0.030589292,0.002682194,0.00018207976,0.0000063841794,0.0000082449,0.05667708],"genre_scores_gemma":[0.9973092,0.000024518795,0.00067603256,0.0014552934,0.00020047893,0.0000024305064,8.426887e-7,0.000002139788,0.00032907352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9982192,0.0008154688,0.00037882858,0.00009754041,0.00037412494,0.00011486672],"domain_scores_gemma":[0.99567,0.0024111962,0.00083272764,0.00006949048,0.0009950828,0.000021509182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011718373,0.00007433218,0.00017510379,0.00006721249,0.0001489788,0.000038601993,0.00063160557,0.000050864226,0.00009254598],"category_scores_gemma":[0.0010380269,0.00005151662,0.00010029255,0.00009511206,0.0011686923,0.0002648388,0.000045522822,0.00021600862,0.0000045600054],"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":[0.00036719482,0.00006691478,0.0014022489,0.0000023746597,0.0002160317,0.0000045203656,0.04422992,0.0012010001,0.00023871803,0.94578624,0.0007595854,0.0057252236],"study_design_scores_gemma":[0.0038559246,0.0008638969,0.047002066,0.0008780553,0.00025118512,0.000025771655,0.60759556,0.0007346006,0.0068628443,0.20346944,0.12802377,0.00043685787],"about_ca_topic_score_codex":0.0000365324,"about_ca_topic_score_gemma":0.000021005115,"teacher_disagreement_score":0.74231684,"about_ca_system_score_codex":0.00014128137,"about_ca_system_score_gemma":0.0003187494,"threshold_uncertainty_score":0.43060952},"labels":[],"label_agreement":null},{"id":"W4408613081","doi":"10.1177/10482911251326648","title":"Exploring Canadian Public Safety Communicator Mental Health Help-Seeking Behaviors","year":2025,"lang":"en","type":"article","venue":"NEW SOLUTIONS A Journal of Environmental and Occupational Health Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Mitacs","keywords":"Denial; Mental health; Psychological intervention; Psychology; Stigma (botany); Feeling; Public health; Public relations; Social psychology; Medicine; Nursing; Psychiatry; Political science; Psychotherapist","score_opus":0.11844394676407151,"score_gpt":0.37961063025517383,"score_spread":0.26116668349110234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408613081","genre_codex":"commentary","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":[0.2963675,0.009297668,0.0012064634,0.6747981,0.001332806,0.0010433716,0.0003275843,0.00003851581,0.015588007],"genre_scores_gemma":[0.98461777,0.00966691,0.00054149854,0.004038338,0.00023902375,0.000004487274,0.000019253219,0.000005523145,0.00086718827],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822694,0.00023555978,0.00048938266,0.00012054613,0.00035423238,0.00057334994],"domain_scores_gemma":[0.99879485,0.000049281236,0.00026196087,0.00011171841,0.000013587671,0.0007686272],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009077347,0.00010059015,0.00017879781,0.0005444991,0.0032249643,0.00007127074,0.00027150672,0.000034068064,0.00011558418],"category_scores_gemma":[0.000033545894,0.000100879726,0.000067726905,0.00030098145,0.0002935855,0.000594953,0.00011842761,0.0001854373,0.0000082465685],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098061486,0.0005260664,0.11074653,0.000059400463,0.00010040291,0.0000034144216,0.028450228,0.000034729914,0.000055734556,0.3479725,0.02770128,0.48425165],"study_design_scores_gemma":[0.0005060461,0.000106798645,0.44928873,0.000104069215,0.0000064579017,0.000005479175,0.011968352,0.000017697115,4.378736e-7,0.00038641237,0.5375117,0.00009783349],"about_ca_topic_score_codex":0.12643087,"about_ca_topic_score_gemma":0.13434793,"teacher_disagreement_score":0.68825024,"about_ca_system_score_codex":0.0019497431,"about_ca_system_score_gemma":0.0041776276,"threshold_uncertainty_score":0.9980727},"labels":[],"label_agreement":null},{"id":"W4409158390","doi":"10.63315/jrcd.v20i1.2654","title":"The “Fire Family”: A qualitative Exploration of the Volunteer Firefighter Organizational Culture and Social Support System In Rural Communities","year":2025,"lang":"en","type":"article","venue":"Journal of rural and community development","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":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Qualitative research; Organizational change; Sociology; Public relations; Business; Economic growth; Environmental resource management; Political science; Social science; Economics","score_opus":0.029302903911215886,"score_gpt":0.301388321978309,"score_spread":0.27208541806709313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409158390","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":[0.9943963,0.00021053481,0.0000328933,0.002358138,0.00013806585,0.00010112504,0.0000012855206,0.0000033423912,0.0027582673],"genre_scores_gemma":[0.99773693,0.00020269946,0.00003896963,0.00011064752,0.000015172108,0.0000031294921,0.000002810871,0.0000016904189,0.0018879545],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99824375,0.0010798024,0.0003033694,0.000015472768,0.000264088,0.00009354076],"domain_scores_gemma":[0.9993429,0.00018785307,0.00019377322,0.000057631933,0.00020200116,0.000015836],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013772106,0.00006383229,0.00012399357,0.000038869894,0.0019153457,0.00009292718,0.00033006692,0.00003608066,0.0000035142311],"category_scores_gemma":[0.000032437427,0.000034016986,0.000024527892,0.00020193367,0.0003737704,0.00028233638,0.00019472938,0.00027105334,2.9093346e-7],"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":[0.00002983708,0.00004541062,0.0067217685,0.00004975144,0.000040936513,1.9680233e-7,0.9653798,0.0000012210922,0.00001700885,0.0190748,0.00088347663,0.007755801],"study_design_scores_gemma":[0.00021019725,0.000020489653,0.06303827,0.00020730225,0.000009472129,7.802271e-7,0.9279609,0.0000058827336,0.000013294495,0.001297072,0.007194341,0.000042038613],"about_ca_topic_score_codex":0.00046814923,"about_ca_topic_score_gemma":0.0023885597,"teacher_disagreement_score":0.056316495,"about_ca_system_score_codex":0.00007686116,"about_ca_system_score_gemma":0.00015943577,"threshold_uncertainty_score":0.99938405},"labels":[],"label_agreement":null},{"id":"W4409402439","doi":"10.18740/ss27372","title":"From Crisis to Catastrophe","year":2025,"lang":"en","type":"article","venue":"Socialist studies","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":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science","score_opus":0.03860072290016854,"score_gpt":0.4316632618889911,"score_spread":0.3930625389888226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409402439","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":[0.11263046,0.0025926367,0.00034028402,0.3336472,0.0032304036,0.00049288914,0.000044276265,0.00022701036,0.54679483],"genre_scores_gemma":[0.94372505,0.0003904158,0.00041141055,0.009762846,0.00066230603,0.000055909994,0.000004172925,0.000005483927,0.04498238],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921143,0.0000736305,0.00010494603,0.00018650909,0.00020636438,0.00021710408],"domain_scores_gemma":[0.9996581,0.00009698997,0.000025108893,0.00010671884,0.0000744495,0.00003860526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001828674,0.00006999005,0.00014123876,0.00004728079,0.0009403013,0.000078503115,0.0002539795,0.000027501428,0.00005929337],"category_scores_gemma":[0.00030375234,0.000063803855,0.000048921196,0.0003946051,0.000262181,0.00007636096,0.00019789411,0.000036150574,0.000105643856],"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":[0.0000060629795,0.000022082293,0.0035235977,0.000007842564,0.0001385487,0.0000020602633,0.075128265,0.0000014316818,0.000007763197,0.12396746,0.79271793,0.0044769477],"study_design_scores_gemma":[0.00007690167,0.0000055969435,0.004372819,0.000019863312,0.000039030492,1.0036513e-9,0.35442343,1.06280446e-7,0.000011758825,0.038752574,0.6022153,0.00008263565],"about_ca_topic_score_codex":0.007563439,"about_ca_topic_score_gemma":0.0054799053,"teacher_disagreement_score":0.8310946,"about_ca_system_score_codex":0.00009813509,"about_ca_system_score_gemma":0.00004916839,"threshold_uncertainty_score":0.99904525},"labels":[],"label_agreement":null},{"id":"W4409535980","doi":"10.3390/land14040890","title":"Strengthening Climate Resilience Through Urban Policy: A Mixed-Method Framework with Case Study Insights","year":2025,"lang":"en","type":"article","venue":"Land","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Resilience (materials science); Environmental planning; Green infrastructure; Environmental resource management; Climate change; Climate resilience; Urban resilience; Business; Geography; Urban planning; Environmental science; Civil engineering; Ecology; Engineering","score_opus":0.012499302052894349,"score_gpt":0.35451034892754135,"score_spread":0.342011046874647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409535980","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":[0.8884731,0.000116491974,0.0043958724,0.0005040645,0.00021643157,0.00041479766,0.0000017957739,0.00010057722,0.105776876],"genre_scores_gemma":[0.9921784,0.000040024297,0.003707901,0.00023886414,0.00015301169,0.000023016646,5.6665976e-7,0.0000067958226,0.0036514339],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99852216,0.000288127,0.00016652106,0.00033618268,0.00031067434,0.00037630336],"domain_scores_gemma":[0.99925953,0.00028241696,0.00006854699,0.00028747576,0.000039414048,0.000062596126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036927647,0.00012522154,0.0001644455,0.000104173785,0.00084778166,0.00021834123,0.00031267916,0.000061896964,0.000019597937],"category_scores_gemma":[0.00014013663,0.00008915369,0.000027796901,0.0009842523,0.00019549094,0.00026808068,0.0001391959,0.00015276851,0.000010511987],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000712537,0.00029987533,0.67606527,0.00004161717,0.0000700756,0.001070926,0.1911657,0.00018006153,0.0000040711225,0.121982805,0.0005395917,0.008508731],"study_design_scores_gemma":[0.0028085012,0.0006587235,0.06763779,0.00081167195,0.0002908872,0.000042602664,0.8015736,0.00038764652,0.000050847084,0.03149375,0.0931901,0.0010538896],"about_ca_topic_score_codex":0.012331638,"about_ca_topic_score_gemma":0.033197142,"teacher_disagreement_score":0.6104079,"about_ca_system_score_codex":0.000038160575,"about_ca_system_score_gemma":0.000111248264,"threshold_uncertainty_score":0.99424535},"labels":[],"label_agreement":null},{"id":"W4409750318","doi":"10.1080/13549839.2025.2496159","title":"Evaluating equity and justice in Vancouver’s Sea2City Design Challenge","year":2025,"lang":"en","type":"article","venue":"Local Environment","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Equity (law); Environmental justice; Economic Justice; Sociology; Public economics; Political science; Economics; Law","score_opus":0.09279503737969347,"score_gpt":0.39281154063397167,"score_spread":0.3000165032542782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409750318","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":[0.09624538,0.0013257518,0.3034664,0.005333295,0.001146747,0.0015398606,0.0000015528374,0.000083290746,0.59085774],"genre_scores_gemma":[0.99347454,0.0004943768,0.0010469911,0.0002937523,0.000030585918,0.000024073093,2.1851292e-7,0.0000027294202,0.004632731],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887013,0.00020589794,0.00012404344,0.0002270478,0.00033629514,0.00023656881],"domain_scores_gemma":[0.9997023,0.000111446105,0.000026759182,0.000104302766,0.0000027596318,0.00005242903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011605445,0.000070892755,0.00009051057,0.000038266313,0.00020469572,0.000031202,0.0001653154,0.000047110567,0.00011317485],"category_scores_gemma":[0.00005188492,0.000067729765,0.00001543898,0.000086523796,0.00029469025,0.00010406179,0.00036064142,0.00007914861,0.000018444505],"study_design_candidate":"design_other","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":[0.000056978955,0.00032008966,0.00089944096,0.00012078338,0.000017586268,0.00001431472,0.007790957,0.026227584,0.00013586124,0.037427686,0.0015415947,0.9254471],"study_design_scores_gemma":[0.0070223156,0.001066049,0.098901846,0.0007198878,0.00064231874,3.6228073e-7,0.1591483,0.24631704,0.0005339018,0.1994888,0.28417623,0.001982931],"about_ca_topic_score_codex":0.0003733347,"about_ca_topic_score_gemma":0.001486245,"teacher_disagreement_score":0.9234642,"about_ca_system_score_codex":0.00018255496,"about_ca_system_score_gemma":0.000032004435,"threshold_uncertainty_score":0.27619398},"labels":[],"label_agreement":null},{"id":"W4409987447","doi":"10.3727/152599525x17458176767774","title":"A Theoretical Framework of Communal Resistance to Mega-Events","year":2025,"lang":"en","type":"article","venue":"Event Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mega-; Resistance (ecology); Business; Sociology","score_opus":0.007181414295754579,"score_gpt":0.3218409325522591,"score_spread":0.3146595182565045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409987447","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021734722,0.00013718092,0.03218304,0.012277242,0.0006221167,0.00082592166,0.0000020970474,0.00006024409,0.93215746],"genre_scores_gemma":[0.94091195,0.00008238535,0.003686426,0.0008513209,0.000030710988,0.00004606125,0.0000010182323,0.0000048792726,0.05438523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998518,0.0001775717,0.00025086658,0.0002271782,0.0005225136,0.00030388575],"domain_scores_gemma":[0.9993506,0.00009371295,0.000057140376,0.00038724008,0.0000376211,0.00007365198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077050575,0.00009848436,0.00014993554,0.00016288862,0.00024098248,0.00003785823,0.00075124117,0.00004228291,0.0006671463],"category_scores_gemma":[0.000086372034,0.00009297954,0.00007996325,0.0006865825,0.00024593368,0.00006830863,0.00042905792,0.000084159954,0.0000589708],"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":[0.00004392996,0.00013592863,0.00089154183,0.00007383091,0.000060320977,0.000003728775,0.0019263104,0.000028088927,0.000002755978,0.97894174,0.012060104,0.0058317133],"study_design_scores_gemma":[0.0002818744,0.00003106285,0.015941938,0.00071800855,0.00007027012,1.4757304e-8,0.0067647337,0.000019640473,0.00005376053,0.5042179,0.47171792,0.00018288185],"about_ca_topic_score_codex":0.000025604486,"about_ca_topic_score_gemma":0.00013350652,"teacher_disagreement_score":0.91917723,"about_ca_system_score_codex":0.00007346629,"about_ca_system_score_gemma":0.000021081169,"threshold_uncertainty_score":0.7304784},"labels":[],"label_agreement":null},{"id":"W4410016336","doi":"10.32799/ijih.v20i1.43194","title":"Strength-based Indigenous public health emergencies research: Tl’etinqox methodology","year":2025,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","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":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Indigenous; Engineering; Forensic engineering; Geography; Environmental planning; Environmental science; Biology; Ecology","score_opus":0.3322402361263145,"score_gpt":0.5351545368425006,"score_spread":0.2029143007161861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410016336","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":[0.7218158,0.008722406,0.018738892,0.20698716,0.011280498,0.0015359061,0.00004786607,0.00011983716,0.030751625],"genre_scores_gemma":[0.97846293,0.004640207,0.0061650705,0.0063068457,0.0008525367,0.0000120120985,0.000013496275,0.000018507722,0.00352838],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921538,0.0033328624,0.0011174149,0.00026785082,0.0020104942,0.0011175793],"domain_scores_gemma":[0.99612844,0.0008032107,0.00090609735,0.00020676861,0.0015323616,0.0004231246],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.018119872,0.00015199058,0.00041474955,0.0017389946,0.0016201985,0.00026289007,0.0018979271,0.00010514621,0.00020818127],"category_scores_gemma":[0.0010292922,0.0001376599,0.00016918965,0.001025012,0.0005112656,0.00033038415,0.0001315923,0.0006365109,0.000026696769],"study_design_candidate":"not_applicable","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":[0.00018783515,0.0015595994,0.023929425,0.00015765266,0.0005178563,0.00011773971,0.38401893,0.00021087997,0.00003656341,0.07495897,0.023535391,0.49076918],"study_design_scores_gemma":[0.0010701088,0.0010690411,0.017739695,0.000332479,0.000010259156,0.000015274416,0.10065307,0.000024167864,0.000052887,0.008808217,0.86997914,0.0002456821],"about_ca_topic_score_codex":0.013205118,"about_ca_topic_score_gemma":0.021625157,"teacher_disagreement_score":0.8464437,"about_ca_system_score_codex":0.0016298963,"about_ca_system_score_gemma":0.015102933,"threshold_uncertainty_score":0.99967957},"labels":[],"label_agreement":null},{"id":"W4410032539","doi":"10.1097/hp.0000000000001982","title":"A Comparative Analysis of International Atomic Energy Agency General Safety Requirements Part 7 against the Lessons Learned from the 11 September 2001 Terrorist Attack on the Pentagon","year":2025,"lang":"en","type":"article","venue":"Health Physics","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":"Ontario Tech University; Health Canada","funders":"","keywords":"Preparedness; Terrorism; Agency (philosophy); Risk analysis (engineering); Atomic energy; Emergency management; Event (particle physics); Pentagon; Requirements analysis; Computer security; Computer science; Business; Operations management; Engineering; Political science; Law","score_opus":0.19549735896925644,"score_gpt":0.4483358335258468,"score_spread":0.25283847455659036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410032539","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":[0.6544302,0.00018614593,0.0013822395,0.11084416,0.0014070228,0.0006750334,0.00019243902,0.000036880672,0.2308459],"genre_scores_gemma":[0.9820066,0.0007497446,0.000012838258,0.006628657,0.0002572488,0.00002976509,0.00009820881,0.000003958033,0.010212979],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979552,0.0007095125,0.00031577164,0.00024352704,0.0005005171,0.00027546316],"domain_scores_gemma":[0.9989121,0.0003273289,0.00029327924,0.00035878283,0.00006651836,0.00004201151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007004217,0.00011473212,0.00022950364,0.00003522778,0.0009328852,0.00007131103,0.0007405741,0.000026407559,0.00016455508],"category_scores_gemma":[0.000018974226,0.000061515646,0.00015732666,0.000779577,0.0003471621,0.00009603901,0.00014133562,0.000114937546,0.000017201834],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001346446,0.0005904661,0.031071667,0.000016505865,0.0023462744,0.0000011242079,0.06388737,0.007526469,0.00008661951,0.45076934,0.4158555,0.027714033],"study_design_scores_gemma":[0.0004030293,0.000028245531,0.08123932,0.000105470135,0.00028351328,6.891335e-9,0.021740012,0.015863232,0.000056515077,0.0042042085,0.8759031,0.00017332427],"about_ca_topic_score_codex":0.0055336733,"about_ca_topic_score_gemma":0.017927237,"teacher_disagreement_score":0.46004763,"about_ca_system_score_codex":0.00016161137,"about_ca_system_score_gemma":0.00020686824,"threshold_uncertainty_score":0.999993},"labels":[],"label_agreement":null},{"id":"W4410049982","doi":"10.1016/j.ijdrr.2025.105549","title":"“If we didn't have anything, not even pots to cook, how do we help each other”: A qualitative analysis of social capital networks and household food access post-cyclone Idai in Beira, Mozambique","year":2025,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Universidade Eduardo Mondlane; Social Sciences and Humanities Research Council of Canada","keywords":"Social capital; Cyclone (programming language); Capital (architecture); Qualitative research; Qualitative analysis; Fishery; Advertising; Business; Agricultural economics; Environmental health; Economics; Engineering; Sociology; Geography; Medicine; Biology; Social science","score_opus":0.029480757540807877,"score_gpt":0.365554593549602,"score_spread":0.33607383600879415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410049982","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":[0.9761442,0.00029403451,0.0056127803,0.016105061,0.0008468822,0.00023366757,0.00006853692,0.00001013779,0.0006847173],"genre_scores_gemma":[0.9978604,0.00049897464,0.00012677505,0.00013784933,0.00040342836,0.0000092661085,0.0000052681753,0.000010786599,0.0009473057],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975863,0.00054940995,0.00057617266,0.0002680616,0.00079166726,0.00022835608],"domain_scores_gemma":[0.9985033,0.00013315267,0.0007182534,0.0000973279,0.00045836827,0.00008959979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010994972,0.00016422266,0.00037633418,0.0011757979,0.00016797105,0.00040009222,0.0006077432,0.000113700415,0.000027215436],"category_scores_gemma":[0.00016973856,0.0001511736,0.00021820261,0.0007660466,0.00024763856,0.0010323653,0.00016514587,0.00028831032,5.2920626e-7],"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":[0.0015040085,0.0008187555,0.03925926,0.00004698987,0.0045170197,0.000018958845,0.87695336,0.011283566,0.001148324,0.011196828,0.0021750708,0.051077846],"study_design_scores_gemma":[0.0026202053,0.0005742756,0.1657749,0.00082832784,0.0012187875,0.0000085706315,0.81317425,0.0010671489,0.00050851784,0.009966213,0.0036421386,0.0006166898],"about_ca_topic_score_codex":0.0011445974,"about_ca_topic_score_gemma":0.0026353726,"teacher_disagreement_score":0.12651564,"about_ca_system_score_codex":0.00021118198,"about_ca_system_score_gemma":0.000088417204,"threshold_uncertainty_score":0.6164681},"labels":[],"label_agreement":null},{"id":"W4410064215","doi":"10.1038/s41598-025-98714-5","title":"Enhancing community resilience to ice-jam floods through individuals’ mitigation efforts","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"","keywords":"Flood mitigation; Flood myth; Business; Incentive; Environmental planning; Flooding (psychology); Community resilience; Psychological intervention; Resilience (materials science); Psychological resilience; Environmental resource management; Damages; Risk analysis (engineering); Computer science; Psychology; Political science; Economics; Geography","score_opus":0.01801266048215002,"score_gpt":0.323943307800424,"score_spread":0.305930647318274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410064215","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":[0.7608228,0.0000673384,0.0022785466,0.0011667969,0.007884579,0.00063520315,9.2033747e-7,0.00014828113,0.22699559],"genre_scores_gemma":[0.9447354,0.000005872625,0.001368341,0.0003995941,0.000068242574,0.000041068986,0.000013843442,0.000006326359,0.053361293],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99689984,0.00039308393,0.0005299825,0.0006158325,0.0010125277,0.0005487483],"domain_scores_gemma":[0.99830186,0.0001306727,0.00021634767,0.0010034654,0.00020113293,0.00014652568],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0058758073,0.00014598477,0.0001851455,0.00025947415,0.003589646,0.00096975843,0.00062933407,0.000086465225,0.00012331731],"category_scores_gemma":[0.0010697732,0.00014188813,0.00008028007,0.002257121,0.00083003246,0.0007993585,0.00039419954,0.00021376807,0.00006962099],"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":[0.000026046515,0.0009689402,0.15721276,0.0004243889,0.00012917545,0.00026188488,0.33767942,0.0010805725,0.033549365,0.09217488,0.3312555,0.04523708],"study_design_scores_gemma":[0.00014936569,0.000041825493,0.026037876,0.0005169258,0.00005596673,0.000004360422,0.03564993,0.000017255925,0.027288819,0.112126164,0.79764557,0.00046591618],"about_ca_topic_score_codex":0.0015970827,"about_ca_topic_score_gemma":0.0060050585,"teacher_disagreement_score":0.4663901,"about_ca_system_score_codex":0.00012615378,"about_ca_system_score_gemma":0.0003679015,"threshold_uncertainty_score":0.99770755},"labels":[],"label_agreement":null},{"id":"W4410132135","doi":"10.1080/21624887.2025.2502715","title":"Children, childhoods, and security studies: taking stock and thinking forward","year":2025,"lang":"en","type":"article","venue":"Critical Studies on Security","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":"McMaster University","funders":"","keywords":"Stock (firearms); Psychology; History","score_opus":0.032212865368987716,"score_gpt":0.3927397395256483,"score_spread":0.36052687415666057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410132135","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":[0.92301995,0.025588157,0.00003656793,0.013660219,0.0009158891,0.0005868547,0.000010360499,0.00016365982,0.036018323],"genre_scores_gemma":[0.992819,0.0049689226,0.00007082022,0.0017117335,0.00023548679,0.000027146783,7.529099e-7,0.0000068848162,0.00015924944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99801224,0.00022837926,0.00028086358,0.00055124634,0.0004316256,0.00049564725],"domain_scores_gemma":[0.99854803,0.0009309086,0.0000612992,0.00017695189,0.00015657817,0.00012622967],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010225148,0.00021926395,0.00041127243,0.00009175974,0.0021753395,0.00020466048,0.00024637903,0.00009034186,0.00000882024],"category_scores_gemma":[0.003737425,0.0001846934,0.000061131315,0.00031149024,0.002174121,0.00024510923,0.00066998275,0.0002843188,0.000004455066],"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":[0.000022786957,0.00015678248,0.02260403,0.00027021373,0.0003345966,0.000008849487,0.122960694,4.697122e-7,8.4775957e-7,0.8442257,0.0041860812,0.00522895],"study_design_scores_gemma":[0.0007921913,0.00019816097,0.03870051,0.000936916,0.00027840506,0.00000148662,0.25140005,0.00004242188,0.000026443588,0.69536453,0.011694256,0.0005646212],"about_ca_topic_score_codex":0.000110653804,"about_ca_topic_score_gemma":0.00068239216,"teacher_disagreement_score":0.14886115,"about_ca_system_score_codex":0.00007880208,"about_ca_system_score_gemma":0.00002885465,"threshold_uncertainty_score":0.9991237},"labels":[],"label_agreement":null},{"id":"W4410218268","doi":"10.1108/sbr-05-2024-0171","title":"Big tech and natural hazards: disaster response patterns of Fortune Global 500 ICT MNCs in developing countries","year":2025,"lang":"en","type":"article","venue":"Society and Business Review","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":"University of Waterloo","funders":"","keywords":"Multinational corporation; Information and Communications Technology; Business; Natural disaster; Developing country; Commerce; Economic growth; Economics; Computer science; Geography; Finance; World Wide Web","score_opus":0.015729937507456083,"score_gpt":0.3142547442663383,"score_spread":0.2985248067588822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410218268","genre_codex":"empirical","genre_gemma":"review","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":[0.70706946,0.25088105,0.00097583607,0.0370185,0.00051133713,0.000908189,0.000020536727,0.000042014384,0.002573106],"genre_scores_gemma":[0.47694635,0.51772314,0.00023924149,0.0036917233,0.000034459925,0.00002058242,0.0000042686124,0.000003890454,0.0013363574],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990972,0.00010197582,0.00023421699,0.00018966738,0.00018874204,0.00018817885],"domain_scores_gemma":[0.9996341,0.000078284196,0.00007647594,0.00009317202,0.00009556816,0.000022385722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007731146,0.00010310338,0.0002648496,0.000020712707,0.00017696897,0.00006567313,0.00014270493,0.00005501645,0.000008531361],"category_scores_gemma":[0.00011913976,0.000080154125,0.000052137988,0.0007454306,0.00031807186,0.0001973193,0.00014459272,0.00005330463,7.0664345e-7],"study_design_candidate":"observational","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":[0.00017723921,0.00009930292,0.30872506,0.033369772,0.00013612467,0.00001245151,0.011176112,9.253202e-7,0.000017995375,0.06528634,0.0054302295,0.57556844],"study_design_scores_gemma":[0.00045769522,0.0000104499395,0.39141682,0.015393221,0.000082596234,0.0000012292098,0.0063432655,0.000012076592,0.0000038576304,0.0009933886,0.5850268,0.00025861713],"about_ca_topic_score_codex":0.00024134152,"about_ca_topic_score_gemma":0.00078340364,"teacher_disagreement_score":0.5795965,"about_ca_system_score_codex":0.000050519655,"about_ca_system_score_gemma":0.00018494137,"threshold_uncertainty_score":0.32685903},"labels":[],"label_agreement":null},{"id":"W4410282503","doi":"10.18280/ijsse.150306","title":"Communication Innovations for Adaptation to Climate Change and Increased Disaster Risk","year":2025,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Climate change; Climate change adaptation; Risk communication; Poison control; Risk analysis (engineering); Environmental planning; Environmental resource management; Business; Environmental science; Medical emergency; Psychology; Medicine; Geology; Oceanography","score_opus":0.016894310206781043,"score_gpt":0.2922299475487972,"score_spread":0.27533563734201616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410282503","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":[0.8647433,0.0007784398,0.11267802,0.016505968,0.0010189146,0.0005397965,0.000059997423,0.000030447934,0.003645148],"genre_scores_gemma":[0.99592054,0.0015920898,0.0021781726,0.00017000227,0.00010130303,0.0000059732292,0.0000039818387,0.0000022040938,0.000025745232],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995456,0.00002359203,0.00018166407,0.00005063026,0.00012810952,0.00007045075],"domain_scores_gemma":[0.99951243,0.00013747501,0.00008400584,0.00003454471,0.0001973512,0.000034177792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053426303,0.0000404018,0.00006583351,0.00017196662,0.00012934093,0.000077332865,0.00013675267,0.000022954091,0.0000031178606],"category_scores_gemma":[0.00022402754,0.000039683142,0.000019366236,0.00011530991,0.000029029756,0.00032876033,0.00005435145,0.00006214564,2.3478046e-7],"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":[0.00042447427,0.000094744355,0.0073427632,0.00008098787,0.00019158123,0.0000022278011,0.11501003,0.0016052522,0.00012894614,0.70617014,0.00020591401,0.16874294],"study_design_scores_gemma":[0.0051031145,0.00026706024,0.2851622,0.0022937765,0.00025504892,0.000010171855,0.063669935,0.1249388,0.00009370634,0.033635512,0.48386943,0.00070122175],"about_ca_topic_score_codex":0.000105143874,"about_ca_topic_score_gemma":0.00021314602,"teacher_disagreement_score":0.67253464,"about_ca_system_score_codex":0.000031843763,"about_ca_system_score_gemma":0.000013082915,"threshold_uncertainty_score":0.16182315},"labels":[],"label_agreement":null},{"id":"W4410439637","doi":"10.5751/es-16059-300220","title":"Negotiating informality and urban resilience: implications for equity","year":2025,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vetenskapsrådet; National Research Foundation","keywords":"Negotiation; Equity (law); Resilience (materials science); Political science; Environmental resource management; Geography; Environmental planning; Development economics; Business; Economic growth; Economics","score_opus":0.02550947700754527,"score_gpt":0.37547632844330536,"score_spread":0.3499668514357601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410439637","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":[0.8074762,0.00036174754,0.003133258,0.011039372,0.00039328888,0.0006565423,0.000008991318,0.00006860519,0.17686196],"genre_scores_gemma":[0.9912124,0.00023028321,0.0005726422,0.001042829,0.000041749605,0.000041896932,0.000002096436,0.0000010698924,0.0068550026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99950826,0.000032733067,0.00009641473,0.00013171832,0.000035811263,0.00019506273],"domain_scores_gemma":[0.9996132,0.00021462025,0.000035988152,0.00006422201,0.00003467103,0.000037268008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062926044,0.000042019503,0.00007188133,0.000011943403,0.0012873271,0.00007045219,0.00010601217,0.00008523647,0.0000064288865],"category_scores_gemma":[0.00013075852,0.000039860843,0.000029952855,0.00011102709,0.0005355271,0.00016615553,0.00014230028,0.000054094056,5.691623e-7],"study_design_candidate":"observational","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":[0.0000026238667,0.000014996884,0.36875132,0.000029847535,0.0000149325615,2.0398126e-8,0.00959606,0.000004328021,0.000012681304,0.59496206,0.021784276,0.004826873],"study_design_scores_gemma":[0.00018298012,0.000016815507,0.9093559,0.000003879656,0.000016688178,5.894141e-8,0.013651947,0.00020181425,0.0000015088573,0.017542979,0.058968987,0.00005648552],"about_ca_topic_score_codex":0.000056821023,"about_ca_topic_score_gemma":0.00020149151,"teacher_disagreement_score":0.57741904,"about_ca_system_score_codex":0.000022568236,"about_ca_system_score_gemma":0.00007981818,"threshold_uncertainty_score":0.990121},"labels":[],"label_agreement":null},{"id":"W4410456694","doi":"10.1016/j.geoforum.2025.104315","title":"Towards a relational reading of resilience: Community networks and the politics of disaster recovery in Puerto Rico in the aftermath of Hurricane María","year":2025,"lang":"en","type":"article","venue":"Geoforum","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Resilience (materials science); Community resilience; Politics; Reading (process); Disaster recovery; Political science; Sociology; History; Geography; Computer science; Law","score_opus":0.011166967388203428,"score_gpt":0.27890608560831864,"score_spread":0.2677391182201152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410456694","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":[0.90697294,0.00017338156,0.00035871242,0.0023096309,0.000078097386,0.00026784156,0.000005192073,0.0000026479427,0.08983154],"genre_scores_gemma":[0.99820024,0.00011999156,0.000050399467,0.0001973249,0.000010212017,0.000008828651,0.0000015929324,0.0000015726781,0.0014098302],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984685,0.00061288936,0.0003030303,0.0000721901,0.00023691311,0.00030644273],"domain_scores_gemma":[0.9989889,0.00063759077,0.0001250673,0.00020343912,0.000031985586,0.00001300115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032415963,0.000055298042,0.00016066438,0.000102670674,0.00023300864,0.0000169705,0.00038346418,0.000045381403,0.000008416019],"category_scores_gemma":[0.00026110112,0.000034117624,0.000037034795,0.00057673064,0.000944376,0.00012692048,0.00029952,0.00016249523,1.7985774e-7],"study_design_candidate":"observational","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":[0.00017569032,0.000110968474,0.2980342,0.00011110856,0.000018575756,0.0000014666925,0.0487336,0.0009412861,0.000012772004,0.64602494,0.0010231887,0.00481222],"study_design_scores_gemma":[0.0008349019,0.000049645976,0.8133084,0.00033930913,0.000023001321,3.3825162e-7,0.13735536,0.0014489449,0.0000069579605,0.045541197,0.0010117426,0.00008019269],"about_ca_topic_score_codex":0.005020741,"about_ca_topic_score_gemma":0.0024716207,"teacher_disagreement_score":0.6004837,"about_ca_system_score_codex":0.000024241426,"about_ca_system_score_gemma":0.00006108388,"threshold_uncertainty_score":0.7589892},"labels":[],"label_agreement":null},{"id":"W4410736094","doi":"10.1016/j.ijdrr.2025.105612","title":"Fostering effective intersectional disaster risk governance in Dominica: the role of social networks and trust in information dissemination","year":2025,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; International Development Research Centre","keywords":"Corporate governance; Business; Risk governance; Information governance; Information Dissemination; Public relations; Environmental planning; Sociology; Political science; Information system; Geography; Computer science; Law; World Wide Web; Finance","score_opus":0.003468560873265358,"score_gpt":0.2862093178412974,"score_spread":0.282740756968032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410736094","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":[0.9869051,0.00017481232,0.001850267,0.0007959391,0.0016232902,0.0002614582,0.000008749577,0.0000044531384,0.008375954],"genre_scores_gemma":[0.99907196,0.00044079116,0.000037056914,0.000016009479,0.00028498308,0.000013817864,0.00000281422,0.0000034637203,0.00012911756],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99843585,0.00030447697,0.0005844651,0.00011036563,0.00043241394,0.00013239536],"domain_scores_gemma":[0.9987569,0.00018755834,0.0007778015,0.000056833404,0.00019856424,0.000022354208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010839851,0.00009586552,0.00015793821,0.0002804048,0.00012297816,0.00013225763,0.00030345816,0.00007093455,0.00002089295],"category_scores_gemma":[0.00030058005,0.00007630422,0.00008276547,0.00031384002,0.00025232785,0.0014084759,0.00015989477,0.00030139487,9.778258e-7],"study_design_candidate":"observational","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":[0.00091068476,0.00016816198,0.119404316,0.000014983066,0.00013925397,0.0000015412179,0.07759198,0.002679464,0.00013120845,0.011390405,0.0002103719,0.7873576],"study_design_scores_gemma":[0.0016013938,0.00009493981,0.8481676,0.00051238685,0.000071882736,0.000009434685,0.12894279,0.0045682564,0.00014347915,0.01199538,0.0037306414,0.00016179905],"about_ca_topic_score_codex":0.00038172558,"about_ca_topic_score_gemma":0.0006345399,"teacher_disagreement_score":0.78719586,"about_ca_system_score_codex":0.0002487528,"about_ca_system_score_gemma":0.000038073427,"threshold_uncertainty_score":0.31115958},"labels":[],"label_agreement":null},{"id":"W4410760867","doi":"10.2139/ssrn.5270178","title":"How Do Critical Researchers Build Resilience? “Community is Probably the Best Thing We Can Do for Each Other.\"","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Resilience (materials science); Community resilience; Psychology; Engineering ethics; Environmental ethics; Computer science; Engineering; Philosophy; Materials science","score_opus":0.06202807299958738,"score_gpt":0.38594799687450154,"score_spread":0.32391992387491414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410760867","genre_codex":"commentary","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":[0.06267457,0.03307485,0.023851603,0.7029167,0.00360405,0.0057155737,0.00015067612,0.00025041893,0.16776156],"genre_scores_gemma":[0.9046269,0.013165121,0.00047271754,0.0006830658,0.000969383,0.00015623115,0.0000036239046,0.00003834186,0.079884596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99196213,0.002090687,0.00039633052,0.0005081957,0.0013271437,0.0037155324],"domain_scores_gemma":[0.99734056,0.000986675,0.00025453806,0.00078517443,0.00041616705,0.00021685893],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.014712145,0.0003454031,0.00037015215,0.00024840658,0.0050975415,0.002754698,0.0041255853,0.0003689408,0.000029675677],"category_scores_gemma":[0.0021612076,0.00024961974,0.0003727639,0.0004927488,0.0013334822,0.00035383407,0.0010337689,0.009482947,0.0000066390767],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012205794,0.00027524374,0.00096748763,0.0002915112,0.00037917352,0.000003771005,0.06393324,0.00009555535,0.000017595383,0.8696517,0.0058731306,0.058389574],"study_design_scores_gemma":[0.00023482098,0.00018191125,0.000018403016,0.0004953932,0.000103928505,0.0000042655456,0.2539965,0.00006967577,0.00001121896,0.67541367,0.06918857,0.00028163995],"about_ca_topic_score_codex":0.004460449,"about_ca_topic_score_gemma":0.022457285,"teacher_disagreement_score":0.8419524,"about_ca_system_score_codex":0.0018018626,"about_ca_system_score_gemma":0.008621173,"threshold_uncertainty_score":0.9999956},"labels":[],"label_agreement":null},{"id":"W4410777742","doi":"10.26565/1684-8489-2024-2-19","title":"Foreign experience of public administration in emergency situations","year":2024,"lang":"en","type":"article","venue":"Pressing Problems of Public Administration","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Medical emergency; Business; Medicine; Political science; Law","score_opus":0.07809818989508947,"score_gpt":0.3609796983879998,"score_spread":0.2828815084929103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410777742","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":[0.7163954,0.0014034944,0.04789308,0.012921657,0.00088185514,0.0012797398,0.000017560244,0.00023833115,0.2189689],"genre_scores_gemma":[0.99690664,0.00019921183,0.0007618883,0.000005173419,0.00007204767,0.00009070537,0.000033580618,0.0000095044825,0.0019212218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978982,0.00020842257,0.00069224986,0.0003090611,0.00058223895,0.00030978632],"domain_scores_gemma":[0.999182,0.000074413394,0.00026248366,0.0001974275,0.00018568778,0.00009803105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013073072,0.000117215706,0.00015088383,0.0003114734,0.00019522231,0.00033646962,0.00034969457,0.00009949184,0.00028915916],"category_scores_gemma":[0.0004279701,0.00011768241,0.00006621175,0.0009664048,0.00033241964,0.0021690691,0.000047480815,0.00010033924,0.000004669903],"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":[0.000008298307,0.0004504771,0.01677532,0.00052949536,0.000026030562,0.0000044067287,0.023408392,0.000026964448,0.0046368055,0.89403456,0.00039780335,0.059701424],"study_design_scores_gemma":[0.002169337,0.0023810677,0.093228266,0.0040608724,0.00026902277,0.000019023859,0.17138784,0.03621228,0.01957788,0.49823117,0.16937767,0.003085576],"about_ca_topic_score_codex":0.000100611156,"about_ca_topic_score_gemma":0.0029002267,"teacher_disagreement_score":0.39580342,"about_ca_system_score_codex":0.00005020469,"about_ca_system_score_gemma":0.00067366846,"threshold_uncertainty_score":0.4798949},"labels":[],"label_agreement":null},{"id":"W4410797031","doi":"10.5539/jms.v15n1p154","title":"Disaster Management and Emergency Response Capability Assessment Indexes in Tanzania; Empirical Evidence from Dar es Salaam City","year":2025,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dar es salaam; Tanzania; Emergency management; Disaster response; Emergency response; Geography; Environmental planning; Business; Medical emergency; Medicine; Economic growth; Economics","score_opus":0.025449394733033703,"score_gpt":0.3672144109688722,"score_spread":0.3417650162358385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410797031","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":[0.9810645,0.0009367873,0.0021514366,0.008628346,0.00037106735,0.0009382888,0.0000022024203,0.000020110605,0.0058872406],"genre_scores_gemma":[0.99297786,0.0021023855,0.0007398218,0.000112328584,0.000049362352,0.000023852208,5.501104e-7,0.0000062372437,0.0039876285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960146,0.0013131694,0.0008989307,0.00053747685,0.0007645057,0.0004713193],"domain_scores_gemma":[0.9984219,0.00049902365,0.00028187758,0.00039071016,0.00023794397,0.00016851535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064700493,0.00023885194,0.00043714978,0.00043532514,0.00037355348,0.00021816968,0.00054335763,0.00010377137,0.00012344106],"category_scores_gemma":[0.00058038876,0.00020239907,0.00011961891,0.0007377489,0.0006300332,0.00088191277,0.0007074346,0.0003146459,6.3993815e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078614446,0.00035782222,0.9616796,0.0004141785,0.00011207482,0.00009143849,0.0056224614,0.000025365063,0.000001462611,0.0051161465,0.0014024508,0.02439089],"study_design_scores_gemma":[0.0006513872,0.00009450904,0.89979047,0.0001852412,0.00012037916,2.7973638e-7,0.049769558,0.00006150255,0.0000017929733,0.0402829,0.008867203,0.00017477668],"about_ca_topic_score_codex":0.0004212535,"about_ca_topic_score_gemma":0.000835482,"teacher_disagreement_score":0.061889097,"about_ca_system_score_codex":0.00066919695,"about_ca_system_score_gemma":0.00018646795,"threshold_uncertainty_score":0.8253594},"labels":[],"label_agreement":null},{"id":"W4410857744","doi":"10.3138/jccpe-2024-0047","title":"Urban Climate Resilience Discourse in Ontario, Canada: Findings from a Systematic Literature Review and Thematic Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of city climate policy and economy","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":true,"ca_institutions":"Children’s Health Research Institute; Western University","funders":"","keywords":"Resilience (materials science); Thematic map; Thematic analysis; Climate change; Geography; Environmental planning; Sociology; Environmental resource management; Environmental science; Cartography; Social science; Qualitative research; Geology; Oceanography","score_opus":0.009852423490008411,"score_gpt":0.2881515089534248,"score_spread":0.27829908546341636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410857744","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":[0.9278752,0.023099557,0.000016744469,0.008122383,0.00009948338,0.0004895,0.000018499302,0.0000056888366,0.04027294],"genre_scores_gemma":[0.9746075,0.022778198,0.00004820924,0.0014778903,0.00003778747,0.000006853318,0.0000019068941,0.0000027928438,0.0010388552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998588,0.0001503377,0.00065380335,0.00016250524,0.00014137072,0.0003039773],"domain_scores_gemma":[0.99909693,0.00022654988,0.000372264,0.0001362395,0.000050283474,0.00011774784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012528533,0.00012363745,0.00068611285,0.0003672074,0.000226666,0.0002576795,0.00025856958,0.000046015226,0.000051349652],"category_scores_gemma":[0.00021824088,0.000093948904,0.00008928672,0.00066433055,0.00013672649,0.0005198785,0.0000898227,0.00018569542,5.7374376e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042859727,0.00010090026,0.8702581,0.03315198,0.0007383173,0.00006327728,0.0281194,0.000024643095,0.0000024365052,0.06355717,0.0037270526,0.0002138813],"study_design_scores_gemma":[0.0018622894,0.000111073714,0.76137084,0.16724513,0.007442153,0.000023322702,0.037740335,0.00042173138,0.000007006069,0.014062632,0.008685934,0.0010275654],"about_ca_topic_score_codex":0.42253733,"about_ca_topic_score_gemma":0.95382947,"teacher_disagreement_score":0.53129214,"about_ca_system_score_codex":0.0002841315,"about_ca_system_score_gemma":0.0004442684,"threshold_uncertainty_score":0.581308},"labels":[],"label_agreement":null},{"id":"W4410954954","doi":"10.1016/j.firesaf.2025.104439","title":"A provisional fire risk characterization of informal settlements of different scales in San Jose, Costa Rica","year":2025,"lang":"en","type":"article","venue":"Fire Safety Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; York University","funders":"Natural Sciences and Engineering Research Council of Canada; York University","keywords":"Informal settlements; Human settlement; Geography; Forensic engineering; Engineering; Environmental science; Archaeology; Economics; Economic growth","score_opus":0.00647714033628576,"score_gpt":0.2688743756514136,"score_spread":0.2623972353151278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410954954","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":[0.9895013,0.000038158774,0.0002776575,0.00063066353,0.00027123332,0.00021557823,0.00004689134,0.0000062491267,0.009012277],"genre_scores_gemma":[0.99809474,0.0008655734,0.000049866983,0.000038636023,0.000046091478,0.0000024594663,0.000018461553,0.0000026950129,0.00088148296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861634,0.00014657323,0.0004928467,0.00009086272,0.00045526234,0.00019814669],"domain_scores_gemma":[0.9993603,0.000050710056,0.00036700093,0.00008259476,0.00008573287,0.000053615524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004886979,0.00008057891,0.00017224795,0.0001231696,0.00025763866,0.0000393065,0.00028607296,0.000050356113,0.00019285516],"category_scores_gemma":[0.00010409264,0.00006382868,0.000070027825,0.0003508235,0.00015296326,0.00033988955,0.00010195549,0.00015611833,0.0000021676951],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002157894,0.00028962435,0.7222347,0.00007519603,0.00004994238,0.0000026524078,0.0054829065,0.000035106277,0.00053101825,0.0026953362,0.000620497,0.2677672],"study_design_scores_gemma":[0.0005310466,0.000049215294,0.9907509,0.0002643201,0.000014215845,2.9932554e-7,0.0014348468,0.0004910704,0.00006357913,0.00042340028,0.005913584,0.00006353137],"about_ca_topic_score_codex":0.00007742651,"about_ca_topic_score_gemma":0.000330536,"teacher_disagreement_score":0.26851615,"about_ca_system_score_codex":0.00006245876,"about_ca_system_score_gemma":0.00013514374,"threshold_uncertainty_score":0.2602858},"labels":[],"label_agreement":null},{"id":"W4411094672","doi":"10.1007/s13753-025-00646-1","title":"Beyond Institutional Silos: Rethinking Multilevel Disaster Risk Governance in Africa a Decade into the Sendai Framework Implementation","year":2025,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Information silo; Corporate governance; Natural hazard; Risk governance; Disaster risk reduction; Business; Environmental planning; Political science; Environmental resource management; Environmental science; Engineering; Geography; Finance","score_opus":0.014076167909787003,"score_gpt":0.35411620224502904,"score_spread":0.34004003433524205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411094672","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":[0.9437725,0.0004642495,0.020084674,0.0077265147,0.0042191627,0.00033447598,0.00002783252,0.000017785329,0.02335279],"genre_scores_gemma":[0.99460363,0.0005933534,0.00347188,0.0004703064,0.00034596064,0.000010397899,0.0000010553434,0.0000057948446,0.0004976182],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9958905,0.00032191156,0.0007413134,0.00035691934,0.0022543808,0.00043496466],"domain_scores_gemma":[0.9977798,0.0005112187,0.0008471172,0.00022338037,0.00052901334,0.000109504916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037001285,0.0001703056,0.0001863231,0.00039877868,0.00096501183,0.0006897607,0.0025203477,0.00007278205,0.00014006878],"category_scores_gemma":[0.0017220385,0.00012259839,0.00013584022,0.001087541,0.0017352471,0.0020416991,0.00043255446,0.00060136925,0.00001753543],"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":[0.00016804929,0.0002457812,0.19613747,0.000010504144,0.00011535652,0.00003661948,0.30345505,0.0016970189,0.00020303993,0.26548353,0.00089415745,0.23155339],"study_design_scores_gemma":[0.0019204408,0.000106354106,0.4016795,0.00093940867,0.0001093938,0.000010221702,0.10289577,0.0025054591,0.00029672348,0.44591883,0.043133385,0.00048455],"about_ca_topic_score_codex":0.0011389992,"about_ca_topic_score_gemma":0.0029977397,"teacher_disagreement_score":0.23106883,"about_ca_system_score_codex":0.0006255446,"about_ca_system_score_gemma":0.0007260236,"threshold_uncertainty_score":0.7422188},"labels":[],"label_agreement":null},{"id":"W4411151307","doi":"10.1080/30656680.2025.2498294","title":"Editorial","year":2025,"lang":"en","type":"editorial","venue":"Urban Resilience and Earthquake Engineering","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":"Western University","funders":"","keywords":"Psychology","score_opus":0.0035895118449752275,"score_gpt":0.23502768465736454,"score_spread":0.23143817281238932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411151307","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044586617,0.0008541691,0.00015606514,0.000097485325,0.9726451,0.00024257984,0.00001764257,0.00019831772,0.025342757],"genre_scores_gemma":[0.0024305473,0.0011869927,0.000086555854,0.000015022325,0.9459777,0.000022382637,0.000021007592,0.000018709643,0.050241094],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997348,0.00005719407,0.0002705963,0.0005507057,0.0011493047,0.00062417],"domain_scores_gemma":[0.99871737,0.0005796341,0.00008056206,0.00030107188,0.00012944931,0.00019190331],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006167597,0.00029493077,0.00032950976,0.00025333054,0.00041256877,0.00039960307,0.000578798,0.0006711023,0.000045326422],"category_scores_gemma":[0.001612949,0.0003050205,0.00008900421,0.00040946424,0.00023134271,0.00031402125,0.00017285509,0.00065992505,0.000039068396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007930504,0.000010372475,0.000051317424,0.000112536705,0.000016899028,0.000004857419,0.00096175674,0.00018362651,0.0000026663597,0.001545191,0.99387527,0.003227572],"study_design_scores_gemma":[0.00015739152,0.000025752366,0.00010874471,0.0002579493,0.000031735908,3.953317e-8,0.00037224044,0.00007904898,0.0000013815995,0.00004001595,0.99860054,0.00032513362],"about_ca_topic_score_codex":0.000472582,"about_ca_topic_score_gemma":0.00026362014,"teacher_disagreement_score":0.026667427,"about_ca_system_score_codex":0.000061797415,"about_ca_system_score_gemma":0.0003848465,"threshold_uncertainty_score":0.9999402},"labels":[],"label_agreement":null},{"id":"W4411332317","doi":"10.21203/rs.3.rs-6896107/v1","title":"Hurricane Impact Index for Assessing Direct and Indirect Hazards in Central America","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Vicerrectoría de Investigación, Universidad de Costa Rica; Universidad de Costa Rica; Consejo Superior Universitario Centroamericano; International Development Research Centre","keywords":"Index (typography); Environmental science; Computer science","score_opus":0.06073694060298247,"score_gpt":0.47756149695695993,"score_spread":0.41682455635397747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411332317","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":[0.65929145,0.0023590052,0.0005691947,0.0026070278,0.00070544216,0.004538135,0.00023210532,0.00017130001,0.32952636],"genre_scores_gemma":[0.99231356,0.0011269427,0.00017154797,0.000024477302,0.00021763668,0.00022638217,0.00003415136,0.0000135072205,0.005871773],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9958081,0.0009985672,0.00025339253,0.00066335796,0.0010843009,0.0011922598],"domain_scores_gemma":[0.9983319,0.00080682815,0.00009217235,0.0003179849,0.0002130974,0.00023800955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020888012,0.00020507119,0.0004218211,0.0008354277,0.0005691489,0.0009225189,0.00066263607,0.00024284667,0.00008197105],"category_scores_gemma":[0.0012940962,0.00018273984,0.00014803429,0.0011551267,0.00069349085,0.00023239556,0.0009834287,0.00077904755,0.000002828333],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018526897,0.00041520258,0.44867826,0.0022709046,0.00017604708,0.000059849845,0.03866691,0.0010911807,0.000030305318,0.0011712688,0.014602881,0.49265194],"study_design_scores_gemma":[0.0008178901,0.00018032281,0.85810727,0.0029025145,0.0000359214,2.1906533e-7,0.032565635,0.0047558206,0.000023928204,0.0056368387,0.094246015,0.0007276508],"about_ca_topic_score_codex":0.013188002,"about_ca_topic_score_gemma":0.0032851347,"teacher_disagreement_score":0.4919243,"about_ca_system_score_codex":0.0006506321,"about_ca_system_score_gemma":0.0017316928,"threshold_uncertainty_score":0.9933833},"labels":[],"label_agreement":null},{"id":"W4411397876","doi":"10.18280/ijsse.150420","title":"Reconstructing Land Fire Mitigation Policies in Solok Regency, Indonesia: A Disaster Management Continuum Approach","year":2025,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Negeri Padang","keywords":"Environmental resource management; Environmental planning; Emergency management; Business; Environmental science; Political science","score_opus":0.004611718228308602,"score_gpt":0.24768538669784054,"score_spread":0.24307366846953193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411397876","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":[0.96079415,0.00038928888,0.005614899,0.0025269638,0.0009303829,0.00012837736,0.0000023363114,0.000014292179,0.029599316],"genre_scores_gemma":[0.998314,0.00066983036,0.00055272167,0.000061001923,0.00012921945,0.0000016227876,0.0000014642301,0.000002628882,0.0002674792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992323,0.000031656593,0.00029792314,0.00008512601,0.00022878886,0.00012422638],"domain_scores_gemma":[0.9997107,0.000052308405,0.00010076653,0.00003586315,0.00006788826,0.000032467065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004425502,0.00006604537,0.000117617885,0.0002203175,0.0000643776,0.00009032624,0.0002130074,0.000040979055,0.0000057440366],"category_scores_gemma":[0.000043488726,0.00006316098,0.000039678274,0.00015455368,0.000063382184,0.0003223252,0.00006874396,0.00012975617,3.1192585e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045555085,0.0003228557,0.4425549,0.00049049774,0.0008088742,0.0001900307,0.100620076,0.009139257,0.0001481785,0.34489518,0.0006381248,0.09973648],"study_design_scores_gemma":[0.009488149,0.00013706369,0.6252066,0.0057173967,0.00023559248,0.00016285098,0.15338272,0.07441453,0.00021197223,0.026162904,0.10353808,0.0013421534],"about_ca_topic_score_codex":0.00006648555,"about_ca_topic_score_gemma":0.00008538106,"teacher_disagreement_score":0.3187323,"about_ca_system_score_codex":0.000068840855,"about_ca_system_score_gemma":0.00001940278,"threshold_uncertainty_score":0.257563},"labels":[],"label_agreement":null},{"id":"W4411618080","doi":"10.51847/ttlet4cdo2","title":"10.51847/ttLet4cDo2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Environmental science; Geography; Computer science; Computer security","score_opus":0.007781228367619751,"score_gpt":0.22062404677390884,"score_spread":0.2128428184062891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411618080","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016317087,0.000016351934,4.4458088e-7,0.0011355691,0.0000048258707,0.00012838634,0.0000010590089,0.00009233248,0.9969893],"genre_scores_gemma":[0.0015679495,8.8322815e-7,0.000034568202,0.00011816632,0.00013459854,0.0000064372666,0.0000012313016,0.00000515306,0.99813104],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992947,0.000042962063,0.0000710091,0.00013484406,0.00022595421,0.00023052326],"domain_scores_gemma":[0.9997242,0.000020337651,0.000011032237,0.00012358562,0.000015235581,0.00010557809],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017431672,0.000054101398,0.00006184913,0.00003465788,0.00019463949,0.00007799728,0.00027949983,0.000026682266,0.9946957],"category_scores_gemma":[0.000021268366,0.000050449325,0.000028806066,0.000231194,0.00009159461,0.00012372248,0.00002769246,0.000029278057,0.9853573],"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":[0.000008681019,0.000020009533,0.0000011492548,0.0000011831966,0.0000033286542,0.0000021522144,0.0003667136,0.000014904611,0.000004102607,0.00008997531,0.08430652,0.9151813],"study_design_scores_gemma":[0.00005178346,0.000023069068,0.000092191774,0.0000053031054,0.0000045165084,7.777863e-8,0.000029741344,0.000010331725,0.0000010940335,0.000014152645,0.999688,0.000079704376],"about_ca_topic_score_codex":0.00012493123,"about_ca_topic_score_gemma":0.000003967013,"teacher_disagreement_score":0.9153815,"about_ca_system_score_codex":0.00001824476,"about_ca_system_score_gemma":0.000018743842,"threshold_uncertainty_score":0.20572639},"labels":[],"label_agreement":null},{"id":"W4411683233","doi":"10.1177/02637758251350475","title":"Subtle potentials as emancipatory forces? Recasting the micropolitics of risk and disaster management","year":2025,"lang":"en","type":"article","venue":"Environment and Planning D Society and Space","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":"Université de Montréal","funders":"Global Challenges Research Fund","keywords":"Emergency management; Risk management; Sociology; Economic geography; Epistemology; Political science; Geography; Economics; Philosophy; Management; Law","score_opus":0.010208498259760486,"score_gpt":0.258558932759753,"score_spread":0.24835043449999253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411683233","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":[0.97898877,0.0025578563,0.0011149214,0.0007477082,0.00011300875,0.0001843144,0.0000037382476,0.000010283072,0.016279416],"genre_scores_gemma":[0.9795178,0.00560403,0.00047766767,0.00018205526,0.000043055832,0.000004709557,0.0000015405224,0.000003887213,0.014165249],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9992947,0.00008006333,0.000111514215,0.00017805024,0.00014727662,0.00018839503],"domain_scores_gemma":[0.9996375,0.0001455686,0.00007717157,0.00009263812,0.000003846703,0.000043313325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051446597,0.000086947824,0.00010509332,0.000017045417,0.00070992956,0.00007134868,0.00008226659,0.00004971322,0.00001837866],"category_scores_gemma":[0.000017682085,0.00006661552,0.00003790564,0.00005217175,0.00063452125,0.00007860929,0.00016407177,0.000081641665,0.000001356311],"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":[0.00005482095,0.000101585276,0.5107602,0.0005165639,0.0004135891,0.0000108342965,0.35488382,0.00025429096,0.00029811866,0.09358206,0.011279181,0.02784493],"study_design_scores_gemma":[0.0008180837,0.000059927264,0.16660592,0.00036591073,0.0003990524,9.227526e-7,0.5990665,0.0005400538,0.00010678887,0.008131822,0.22353236,0.00037264102],"about_ca_topic_score_codex":0.00014488565,"about_ca_topic_score_gemma":0.000011588901,"teacher_disagreement_score":0.34415427,"about_ca_system_score_codex":0.0000124644275,"about_ca_system_score_gemma":0.000005569196,"threshold_uncertainty_score":0.5460276},"labels":[],"label_agreement":null},{"id":"W4412158324","doi":"10.1007/s44367-025-00014-2","title":"\"There was no advantage to being old in the shelter\": experiences of older adults to tropical cyclone in the Coastal Bangladesh","year":2025,"lang":"en","type":"article","venue":"Journal of Disaster Science and Management","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":"University of Manitoba","funders":"","keywords":"Tropical cyclone; Geography; Socioeconomics; Tropical cyclone scales; Cyclone (programming language); Climatology; Oceanography; Meteorology; Geology; Sociology; Engineering","score_opus":0.005904189902647706,"score_gpt":0.288189026333772,"score_spread":0.28228483643112434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412158324","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":[0.95247597,0.000050692383,0.00035596485,0.0058766985,0.00034254655,0.00057681545,4.0127665e-7,0.0000026311116,0.040318303],"genre_scores_gemma":[0.9964107,0.00008722916,0.00027098242,0.0023431338,0.000052811545,0.00003062056,6.7246255e-8,0.0000020951618,0.0008023051],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99776256,0.00014651085,0.00039732983,0.00022964196,0.0011146679,0.0003493098],"domain_scores_gemma":[0.9994441,0.00008270199,0.00010567497,0.00020177956,0.000089946254,0.00007576185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020175872,0.000104229264,0.00017238493,0.00041358426,0.00022775932,0.00029941782,0.0014756846,0.000020387355,0.000018317109],"category_scores_gemma":[0.00010045954,0.00005777289,0.000045668665,0.0015702707,0.00048551042,0.0005820686,0.00030375563,0.000107177664,0.0000037588431],"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":[0.00015809061,0.00040548193,0.036056153,0.00011396045,0.000014726758,0.00009665855,0.8883029,0.00003602271,0.00007697902,0.038589176,0.0021456352,0.034004193],"study_design_scores_gemma":[0.00046696726,0.00018344879,0.20445307,0.0005025316,0.0000134153925,0.00000132802,0.7846966,0.000024038618,0.000021301708,0.00030913905,0.009236358,0.00009181461],"about_ca_topic_score_codex":0.00008381117,"about_ca_topic_score_gemma":0.0011708838,"teacher_disagreement_score":0.16839692,"about_ca_system_score_codex":0.000034819735,"about_ca_system_score_gemma":0.000048566806,"threshold_uncertainty_score":0.28872928},"labels":[],"label_agreement":null},{"id":"W4412205043","doi":"","title":"Affektiv Samstemning i Katastrofens Felt:Samtale med Erin Manning og Brian Massumi","year":2012,"lang":"da","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art history; Art","score_opus":0.036764114544799525,"score_gpt":0.3279377672711899,"score_spread":0.2911736527263904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412205043","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":[0.33282173,0.0011194893,0.001514282,0.002921898,0.0050408747,0.0007413923,0.00001777652,0.00028292148,0.65553963],"genre_scores_gemma":[0.824646,0.000074053256,0.0009440418,0.00044776656,0.001509861,0.00001799616,0.000014631672,0.00003395412,0.17231172],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956241,0.00040540873,0.0005220593,0.00058683124,0.0010222999,0.0018392951],"domain_scores_gemma":[0.9983236,0.00017669806,0.00036049416,0.00048376503,0.000060994647,0.0005944208],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016346317,0.0004126686,0.0004361849,0.00017966134,0.0011176472,0.00053505885,0.00094027043,0.00020656973,0.003920512],"category_scores_gemma":[0.00015462034,0.00038031526,0.00021473713,0.0007467736,0.00060438813,0.0016859735,0.00062475767,0.00031359104,0.0026512793],"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":[0.00013652,0.0011771029,0.4835138,0.0006301107,0.0006794672,0.00012230613,0.14150348,0.00013352901,0.0023243933,0.12856412,0.15867665,0.08253851],"study_design_scores_gemma":[0.0009792346,0.00009953121,0.100680746,0.00037547233,0.00024671436,0.0000048914017,0.21343455,0.0003954296,0.00031044908,0.00023813386,0.6819729,0.0012619287],"about_ca_topic_score_codex":0.0010836133,"about_ca_topic_score_gemma":0.0009302098,"teacher_disagreement_score":0.52329624,"about_ca_system_score_codex":0.0001608491,"about_ca_system_score_gemma":0.00006448274,"threshold_uncertainty_score":0.9998649},"labels":[],"label_agreement":null},{"id":"W4412253771","doi":"","title":"Disaster Recovery and the Resilience Narrative: Where is Vulnerability?","year":2016,"lang":"en","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Resilience (materials science); Vulnerability (computing); Narrative; Computer security; History; Geography; Sociology; Computer science; Art; Literature; Physics","score_opus":0.027252867032156083,"score_gpt":0.29813894669886665,"score_spread":0.2708860796667106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412253771","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":[0.54268223,0.0024566357,0.0008404509,0.02144163,0.00007492564,0.0010833004,0.000034790257,0.000025238533,0.43136078],"genre_scores_gemma":[0.5079004,0.0011723544,0.000053304833,0.000028330256,0.000012975544,1.3094801e-7,7.0535606e-7,0.000004506112,0.4908273],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99538547,0.0023156202,0.00015720914,0.00047427468,0.0011296737,0.0005377609],"domain_scores_gemma":[0.99696296,0.0015499844,0.00019735012,0.0006727097,0.00042134398,0.00019563404],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00407701,0.00015135309,0.0003290701,0.00011196042,0.003467261,0.00006068797,0.0019428881,0.000108801,0.22377603],"category_scores_gemma":[0.000272513,0.000101781916,0.00017176702,0.000751478,0.009550138,0.001033166,0.0013278982,0.00022127577,0.009532801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014029497,0.000058885995,0.000043268876,0.00005042392,0.00009715223,0.000021007425,0.08601974,0.0000048084003,0.00084715046,0.0033040387,0.89590555,0.01224504],"study_design_scores_gemma":[0.0016488177,0.00012802328,0.0042171814,0.00012052614,0.000047276855,8.972303e-7,0.19825688,0.00002195259,0.00018625185,0.00022519777,0.79499245,0.00015453581],"about_ca_topic_score_codex":0.0035320427,"about_ca_topic_score_gemma":0.010581694,"teacher_disagreement_score":0.21424323,"about_ca_system_score_codex":0.00020411143,"about_ca_system_score_gemma":0.00028697177,"threshold_uncertainty_score":0.9978301},"labels":[],"label_agreement":null},{"id":"W4412258254","doi":"","title":"Disaster Risk Management Status Assessment at Municipalities in South Africa","year":2011,"lang":"en","type":"report","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Environmental planning; Emergency management; Geography; Risk management; Business; Environmental resource management; Environmental health; Environmental science; Economic growth; Medicine; Economics; Finance","score_opus":0.11833957639813371,"score_gpt":0.3458140215184396,"score_spread":0.2274744451203059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412258254","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06269401,0.0048233466,0.00009852803,0.00012117494,0.00020872259,0.0022248088,0.000306235,0.000038952516,0.92948425],"genre_scores_gemma":[0.32207602,0.008794807,0.00025877313,0.000003643067,0.000026005622,8.452797e-7,0.0000585344,0.000023588864,0.6687578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905027,0.003046847,0.0004040123,0.0008977067,0.003702952,0.0014457828],"domain_scores_gemma":[0.9961356,0.00051098084,0.0008136822,0.0013296145,0.00079386175,0.0004162542],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0068065207,0.00039850536,0.0008759869,0.00072842627,0.0028580516,0.00007468795,0.0035508187,0.00037287144,0.3695529],"category_scores_gemma":[0.000115835755,0.00042486878,0.00044217578,0.0013991892,0.0037570423,0.0005927169,0.0051256153,0.00087181624,0.020334387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051023846,0.00022824008,0.00016978724,0.0004338085,0.00049325696,0.00035820657,0.17157014,0.00003655178,0.000008058906,0.00089828164,0.8219273,0.0033661476],"study_design_scores_gemma":[0.0007522798,0.00011816947,0.011528053,0.000254786,0.00023998124,4.3557733e-7,0.2632503,0.000016097998,0.0000051939583,0.000026907339,0.72350484,0.00030293418],"about_ca_topic_score_codex":0.03534434,"about_ca_topic_score_gemma":0.07443448,"teacher_disagreement_score":0.34921852,"about_ca_system_score_codex":0.0028270665,"about_ca_system_score_gemma":0.0015454212,"threshold_uncertainty_score":0.9998203},"labels":[],"label_agreement":null},{"id":"W4412259489","doi":"","title":"1 Exploring Disaster Recovery Coordination: Stakeholder Interfaces, Goals and Interdependencies","year":2016,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Interdependence; Process management; Stakeholder; Business; Stakeholder engagement; Computer science; Knowledge management; Public relations; Political science","score_opus":0.1998523218802684,"score_gpt":0.295859221325789,"score_spread":0.0960068994455206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412259489","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":[0.754187,0.000055541335,0.002085062,0.005282412,0.00047573072,0.0001345683,0.0000014730812,0.00007984636,0.23769836],"genre_scores_gemma":[0.8758528,0.00024458586,0.00008777147,0.000096361124,0.00007951249,0.000016476404,1.8784463e-7,0.0000047373533,0.123617545],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916834,0.00006404433,0.00012646808,0.00020192504,0.00022443605,0.00021478646],"domain_scores_gemma":[0.99964297,0.00011064292,0.000037133643,0.00010714979,0.000036282003,0.000065798624],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031937726,0.00007749562,0.00008269522,0.0000656952,0.0001774639,0.00017037762,0.00018048532,0.00002390145,0.00096664415],"category_scores_gemma":[0.00008800506,0.00004727831,0.000020234535,0.00010119337,0.00025971257,0.0016474234,0.00014194472,0.000027988419,0.00010766655],"study_design_candidate":"design_other","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":[0.000044385077,0.000066995606,0.02090587,0.000032796786,0.000053547214,0.000007659329,0.036248647,9.731574e-7,0.002334816,0.094759695,0.018087542,0.8274571],"study_design_scores_gemma":[0.0015955787,0.00030408354,0.035853576,0.00067796523,0.00005091933,0.0000026886505,0.30000195,0.000013919141,0.00378652,0.014272176,0.6423164,0.0011242362],"about_ca_topic_score_codex":0.00013736596,"about_ca_topic_score_gemma":0.0011431935,"teacher_disagreement_score":0.8263328,"about_ca_system_score_codex":0.00003857786,"about_ca_system_score_gemma":0.000014325568,"threshold_uncertainty_score":0.9999466},"labels":[],"label_agreement":null},{"id":"W4412273944","doi":"","title":"Disaster Risk Management in Asia and the Pacific","year":2015,"lang":"en","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Asia pacific; Emergency management; Risk management; Business; Geography; Economics; International trade; Finance; Economic growth","score_opus":0.04472167321578441,"score_gpt":0.29311721065304297,"score_spread":0.24839553743725856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412273944","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25023,0.001604256,0.00018053016,0.0021030772,0.000044052646,0.0008975694,0.0000094655925,0.000013057815,0.744918],"genre_scores_gemma":[0.5748192,0.00097635615,0.00010928723,0.0000067714122,0.000007805011,1.269094e-7,0.000002130121,0.0000040100645,0.42407432],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996025,0.0020197844,0.00012712512,0.00032186706,0.0010481232,0.0004580483],"domain_scores_gemma":[0.9985607,0.00041241758,0.00015358879,0.00046771113,0.00020668295,0.00019887651],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0050993995,0.00011736865,0.00026443836,0.00017946347,0.001427975,0.000055619756,0.0015100606,0.00007338521,0.033258937],"category_scores_gemma":[0.00009351234,0.00009820185,0.00009983198,0.00095063803,0.004077075,0.0004918611,0.0013614029,0.0002605518,0.00885994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013682958,0.00009920351,0.00012332207,0.000045530596,0.00013313365,0.000103528764,0.09124446,0.00006140214,0.000012090899,0.011899088,0.88458663,0.0103233075],"study_design_scores_gemma":[0.0019301885,0.000051551942,0.00672237,0.000031380532,0.000052647792,4.482161e-7,0.34565383,0.00013774887,0.0000065534296,0.00015829559,0.6451643,0.00009066528],"about_ca_topic_score_codex":0.005718244,"about_ca_topic_score_gemma":0.010732477,"teacher_disagreement_score":0.3245892,"about_ca_system_score_codex":0.00020178864,"about_ca_system_score_gemma":0.00014200498,"threshold_uncertainty_score":0.999872},"labels":[],"label_agreement":null},{"id":"W4412451165","doi":"10.1016/j.scs.2025.106624","title":"Assessing stakeholder awareness and perceptions of equity in communicating extreme weather risks to communities","year":2025,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"National Weather Service; National Oceanic and Atmospheric Administration","keywords":"Stakeholder; Perception; Equity (law); Business; Extreme weather; Stakeholder engagement; Risk perception; Environmental planning; Environmental resource management; Public relations; Psychology; Geography; Political science; Environmental science; Climate change","score_opus":0.14193286941599503,"score_gpt":0.41291164956581927,"score_spread":0.27097878014982424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412451165","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":[0.9175344,0.0004873695,0.0005229171,0.0007358517,0.00002420859,0.00020050393,0.0000018562569,0.000019519843,0.080473356],"genre_scores_gemma":[0.98765904,0.0007452732,0.00045995414,0.00020788713,0.000009941789,0.000018768404,0.0000016725489,0.000004000166,0.010893451],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999146,0.00017284542,0.000155179,0.00009863304,0.00013288556,0.0002944554],"domain_scores_gemma":[0.99947035,0.000176674,0.00004155937,0.00017085078,0.0001030957,0.000037451016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093469914,0.00007614191,0.0001534184,0.00006030121,0.0012974938,0.00031430135,0.0002317979,0.000056819546,0.000031251344],"category_scores_gemma":[0.00003360124,0.000075025055,0.000035052908,0.00030157797,0.0007579969,0.00039472684,0.0006450332,0.00011852582,1.2057903e-7],"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":[0.0000041891144,0.00005696722,0.21218766,0.0005383665,0.000023278431,8.344203e-7,0.55881006,0.00006290419,0.00002811118,0.21751384,0.0008458212,0.009927954],"study_design_scores_gemma":[0.00013017983,0.0000070575866,0.09401725,0.000119721335,0.000009471083,3.470501e-8,0.8958971,0.000128248,0.0000016093368,0.0058559515,0.0037598219,0.000073589195],"about_ca_topic_score_codex":0.030724514,"about_ca_topic_score_gemma":0.0035490177,"teacher_disagreement_score":0.337087,"about_ca_system_score_codex":0.000095828,"about_ca_system_score_gemma":0.00013402618,"threshold_uncertainty_score":0.9979405},"labels":[],"label_agreement":null},{"id":"W4412617108","doi":"10.1080/19475705.2025.2534889","title":"Research on earthquake disaster risk based on the anti-lethal levels of buildings at the township level: a case study in Suqian, China","year":2025,"lang":"en","type":"article","venue":"Geomatics Natural Hazards and Risk","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":"Continental (Canada)","funders":"Institute of Geology, China Earthquake Administration; National Key Research and Development Program of China; China Earthquake Administration","keywords":"China; Seismology; Geography; Urban seismic risk; Forensic engineering; Geology; Engineering; Seismic hazard","score_opus":0.06081532352672897,"score_gpt":0.3811253811957815,"score_spread":0.3203100576690525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412617108","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":[0.9886902,0.0001127269,0.00001820554,0.002863961,0.00022990105,0.0009942922,0.000048867332,0.000014139211,0.007027706],"genre_scores_gemma":[0.9956548,0.00007945004,0.00004231893,0.00010810961,0.000045104774,0.000019129502,7.603906e-7,0.0000072884745,0.0040429924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965715,0.0015207946,0.00030143405,0.00031320337,0.0008632472,0.00042982606],"domain_scores_gemma":[0.99755585,0.0017348487,0.00013529653,0.00041659948,0.0001052411,0.000052169944],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0048802835,0.0001594949,0.00021963728,0.00021992931,0.0015168125,0.00019168442,0.0004715687,0.000081205195,0.000060866652],"category_scores_gemma":[0.00078787206,0.000077933015,0.0000768088,0.0009322641,0.00075796695,0.00008475526,0.00026417282,0.0006712785,0.000007797449],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040795148,0.0013412867,0.4947824,0.00017334941,0.00023965303,0.00053663994,0.14019293,0.00211761,0.000027261478,0.021010427,0.0069735544,0.33219695],"study_design_scores_gemma":[0.00097094325,0.00030778538,0.86165965,0.00023472823,0.00007165523,0.000002856197,0.12690537,0.0064969393,0.000051943414,0.0020833137,0.0010088325,0.0002060199],"about_ca_topic_score_codex":0.008857388,"about_ca_topic_score_gemma":0.026349656,"teacher_disagreement_score":0.36687723,"about_ca_system_score_codex":0.000061669925,"about_ca_system_score_gemma":0.00009223392,"threshold_uncertainty_score":0.9997831},"labels":[],"label_agreement":null},{"id":"W4412724114","doi":"10.1139/er-2025-0106","title":"Thermal refuge modeling: a short review","year":2025,"lang":"en","type":"review","venue":"Environmental Reviews","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":true,"route_about_ca":false,"ca_institutions":"St. Lawrence River Institute of Environmental Sciences; University of New Brunswick; Institut National de la Recherche Scientifique","funders":"","keywords":"Environmental science; Ecology; Geography; Biology","score_opus":0.07688033448063962,"score_gpt":0.3916863149391795,"score_spread":0.31480598045853986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412724114","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.6509485e-7,0.9044427,0.000031710177,0.00006244707,0.0003159394,0.003526523,0.0000077250115,0.000044395012,0.091568254],"genre_scores_gemma":[6.1128776e-7,0.9563109,0.00008468827,0.0005803927,0.00021935042,0.00058312796,0.00010226383,0.000030240073,0.04208838],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99604946,0.0010787478,0.001086727,0.0006993111,0.00057169714,0.0005140822],"domain_scores_gemma":[0.998728,0.00006994583,0.00026691947,0.00076492695,7.9896915e-7,0.00016943121],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001624307,0.0005289214,0.0021820567,0.00010582314,0.00034994373,0.00006851085,0.0012109902,0.00021461987,0.00067282555],"category_scores_gemma":[0.00013455225,0.00038730938,0.0011428241,0.00038289055,0.00023537343,0.00019763963,0.0003418619,0.00037133318,0.0020099077],"study_design_candidate":"design_other","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":[2.909263e-7,0.000047833626,7.4503663e-7,0.020003224,0.000027106302,0.0000051309657,0.000047497393,1.2038531e-7,2.9423308e-8,0.00017783366,0.004930299,0.9747599],"study_design_scores_gemma":[0.000018747924,0.000007952719,1.3404893e-7,0.09697877,0.00087018183,4.6454102e-7,0.00001870798,0.0000026657797,5.706278e-9,0.000009973468,0.9017496,0.0003427598],"about_ca_topic_score_codex":0.000008622688,"about_ca_topic_score_gemma":0.000008841571,"teacher_disagreement_score":0.97441715,"about_ca_system_score_codex":0.00030839897,"about_ca_system_score_gemma":0.00013120109,"threshold_uncertainty_score":0.9998579},"labels":[],"label_agreement":null},{"id":"W4412809089","doi":"10.21522/tijar.2014.12.03.art013","title":"Evaluating the Resiliency and Business Survival Strategies of Private Security Agencies during Covid-19 and Implications for marginalized Communities: A Study of Selected Cases in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Texila international journal of academic research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Business; Private security; Economic growth; Political science; Public administration; Economics; Medicine","score_opus":0.21903907400353362,"score_gpt":0.5126267950691648,"score_spread":0.29358772106563114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412809089","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":[0.9954704,0.00029564864,0.000026857595,0.002703082,0.000073262876,0.00047242985,0.00000743356,0.0000020474783,0.0009488526],"genre_scores_gemma":[0.9990807,0.0005106702,0.000038246217,0.000016052,0.000020824446,0.000018271383,0.0000012217106,0.0000023966088,0.00031159882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997808,0.000641973,0.00047212173,0.00009233303,0.00081247353,0.00017314444],"domain_scores_gemma":[0.99623513,0.002068975,0.0002546482,0.00008961311,0.0013036103,0.00004800309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004105752,0.00005998877,0.0001676517,0.00033430711,0.00037334266,0.000067406356,0.0007743397,0.00003757014,0.000017495491],"category_scores_gemma":[0.0025219282,0.00004584768,0.00001550686,0.0005750415,0.00048546217,0.00024924055,0.000236717,0.00041998806,1.1064884e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072404515,0.00013944259,0.8557143,0.000198994,0.00015647014,0.000007841062,0.10217149,0.00062079,0.001318267,0.038069878,0.00027517162,0.0006032871],"study_design_scores_gemma":[0.0009490252,0.000118884556,0.7330596,0.00014978208,0.000015553855,0.0000044519747,0.25464654,0.000080650585,0.000022167658,0.01052076,0.00039123796,0.000041389714],"about_ca_topic_score_codex":0.8156066,"about_ca_topic_score_gemma":0.952213,"teacher_disagreement_score":0.15247504,"about_ca_system_score_codex":0.00043490346,"about_ca_system_score_gemma":0.0040106406,"threshold_uncertainty_score":0.7114704},"labels":[],"label_agreement":null},{"id":"W4412867412","doi":"10.30574/gscarr.2025.24.1.0220","title":"Public health communication strategies during wildfire events: Lessons for the United States from a global perspective","year":2025,"lang":"en","type":"article","venue":"GSC Advanced Research and Reviews","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Public health; Environmental planning; Environmental resource management; Public relations; Political science; Environmental health; Geography; Medicine; Environmental science; Computer science; Nursing","score_opus":0.2459342292620694,"score_gpt":0.5227844192170544,"score_spread":0.276850189954985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412867412","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05253996,0.42486787,0.009799828,0.47199175,0.00026623748,0.007015393,0.00009000509,0.00011791423,0.033311054],"genre_scores_gemma":[0.36678046,0.62603104,0.0009964651,0.0004299651,0.00006279608,0.0004654039,0.00006052693,0.000006236617,0.0051671043],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802864,0.0008411098,0.00019417728,0.00023472794,0.00025948338,0.00044188768],"domain_scores_gemma":[0.9988942,0.00043875334,0.000079095225,0.000304911,0.00018562748,0.00009741798],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020746444,0.00008175607,0.00016925579,0.00008068344,0.002459406,0.00026107702,0.0005354148,0.0000290455,0.000009628486],"category_scores_gemma":[0.0005723732,0.000051042407,0.00004450964,0.0010219787,0.0006409583,0.0003668964,0.00019083012,0.00017026612,0.0000040315517],"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":[0.000064031345,0.00014101474,0.00061480183,0.00019597803,0.000072582516,6.180141e-7,0.0184501,0.000033174747,0.000010537539,0.7456775,0.004231089,0.2305086],"study_design_scores_gemma":[0.0003081561,0.000040255974,0.0054438403,0.00031524827,0.0000052639916,7.6223806e-8,0.20420358,0.00007829537,7.9878987e-7,0.12781426,0.66172403,0.00006619153],"about_ca_topic_score_codex":0.0058336053,"about_ca_topic_score_gemma":0.011114056,"teacher_disagreement_score":0.65749294,"about_ca_system_score_codex":0.0002735867,"about_ca_system_score_gemma":0.00026983125,"threshold_uncertainty_score":0.99883926},"labels":[],"label_agreement":null},{"id":"W4412896212","doi":"10.1007/s40980-025-00140-8","title":"Here, There and Everywhere: Residential Relocation Following a Natural Disaster","year":2025,"lang":"en","type":"article","venue":"Spatial Demography","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Relocation; Natural (archaeology); Natural disaster; Environmental planning; Business; Geography; Computer science; Archaeology; Meteorology","score_opus":0.004942081778414095,"score_gpt":0.27085479234928517,"score_spread":0.26591271057087107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412896212","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":[0.89619434,0.0018028087,0.0015336511,0.0016722159,0.0017724623,0.00037307444,0.0000011065343,0.000104383485,0.09654594],"genre_scores_gemma":[0.9943808,0.000117752366,0.000126916,0.00023208027,0.00012990658,0.000013707406,0.0000032266407,0.000005994811,0.0049896473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989061,0.00013847901,0.00015265805,0.00025979616,0.00029188214,0.00025113637],"domain_scores_gemma":[0.9996698,0.000054888013,0.00004751401,0.00014505099,0.000031499847,0.000051242492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026496907,0.00010419477,0.00011395154,0.00017431175,0.0004993252,0.00021724596,0.00021915422,0.000068941976,0.000032514763],"category_scores_gemma":[0.000054835684,0.00009356959,0.000116421215,0.0006200436,0.00022835472,0.00031495336,0.00008741165,0.00009904085,0.000009772075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010048735,0.00008153024,0.76680994,0.00007744491,0.00021407165,0.000016464104,0.007808618,0.000003935713,0.00032170923,0.04562506,0.006342498,0.17259827],"study_design_scores_gemma":[0.0011622153,0.000060959675,0.8943508,0.00031613276,0.0002011221,3.0214667e-7,0.022802114,0.00023675035,0.00007264785,0.024596268,0.055685654,0.00051499816],"about_ca_topic_score_codex":0.0042279135,"about_ca_topic_score_gemma":0.011890025,"teacher_disagreement_score":0.17208327,"about_ca_system_score_codex":0.000016164,"about_ca_system_score_gemma":0.00004046379,"threshold_uncertainty_score":0.6634913},"labels":[],"label_agreement":null},{"id":"W4412904852","doi":"10.1088/1755-1315/1523/1/012002","title":"A Population’s Perception of the Risk Management-Driven Response during Major Landslides","year":2025,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","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":true,"ca_institutions":"Université du Québec à Chicoutimi; EnGlobe (Canada)","funders":"","keywords":"Landslide; Population; Perception; Geography; Psychology; Geology; Geotechnical engineering; Medicine; Environmental health","score_opus":0.006811871346754114,"score_gpt":0.2267654088016418,"score_spread":0.2199535374548877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412904852","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":[0.98334694,0.000024173456,0.00001701868,0.0003939431,0.00012766647,0.00022737824,0.000007878457,0.000015878424,0.01583912],"genre_scores_gemma":[0.98714507,0.00042215618,0.00021675379,0.000031860847,0.00000922934,0.000007316866,0.0000010205235,0.0000018580637,0.012164724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988909,0.00012513719,0.00013190904,0.00024642944,0.0003709739,0.0002346926],"domain_scores_gemma":[0.99965304,0.00002088348,0.0000756998,0.00018472373,0.00000789002,0.000057737307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004346888,0.000080558704,0.00008330302,0.000088659675,0.0011981509,0.00012193571,0.00037863932,0.000026786742,0.00013681567],"category_scores_gemma":[0.000042960888,0.000060145398,0.000030253748,0.0003384623,0.0018104415,0.00053440174,0.00029011568,0.0000591011,0.000006063692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004153207,0.000089096284,0.8199953,0.00007098813,0.00002761404,0.000003578761,0.015716419,0.00013730959,0.0927884,0.025988793,0.00002813556,0.04473907],"study_design_scores_gemma":[0.00015461363,0.000017530412,0.97603655,0.000039631133,0.000014912289,3.898972e-7,0.020694595,0.00004230456,0.0011612035,0.00048071184,0.0012858894,0.00007165024],"about_ca_topic_score_codex":0.0004496488,"about_ca_topic_score_gemma":0.0006601597,"teacher_disagreement_score":0.1560413,"about_ca_system_score_codex":0.000041827963,"about_ca_system_score_gemma":0.000030952,"threshold_uncertainty_score":0.9215329},"labels":[],"label_agreement":null},{"id":"W4412931351","doi":"10.1016/j.pnucene.2025.105959","title":"Examining lessons learned from the COVID-19 response to inform nuclear emergency management","year":2025,"lang":"en","type":"article","venue":"Progress in Nuclear Energy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories","funders":"Atomic Energy of Canada Limited","keywords":"Emergency response; Coronavirus disease 2019 (COVID-19); Emergency management; Disaster response; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Nuclear engineering; Medical emergency; Medicine; Political science; Virology","score_opus":0.07448593964286143,"score_gpt":0.3695097865535297,"score_spread":0.29502384691066824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412931351","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":[0.3436088,0.00084309897,0.00018463355,0.18232356,0.0014806186,0.0007446137,0.000009616969,0.00047854654,0.4703265],"genre_scores_gemma":[0.97370833,0.0007314007,0.0005657832,0.005567532,0.0000785344,0.000064409,0.0000030215795,0.000024490711,0.01925647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979404,0.00040466123,0.00029512792,0.00041721243,0.0004669285,0.0004756663],"domain_scores_gemma":[0.9991041,0.00016704726,0.000079404716,0.00045252155,0.000029291868,0.00016767069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011529772,0.00015319287,0.00015516052,0.00022208875,0.00091757724,0.0002266485,0.0011801485,0.00008492989,0.0008509275],"category_scores_gemma":[0.00028468136,0.00012771794,0.000055950903,0.0012726989,0.00029952373,0.00019959077,0.00072068314,0.0001248856,0.00011571065],"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":[0.0005386805,0.00010720124,0.0050657196,0.000022341515,0.00006420831,0.00003780276,0.031447783,0.00013217391,0.000011591046,0.6341484,0.03207578,0.2963483],"study_design_scores_gemma":[0.00029184233,0.000030547657,0.012351511,0.000047354522,0.000016228074,6.464994e-8,0.033641703,0.000106896696,9.091845e-7,0.0047538835,0.94860125,0.00015780017],"about_ca_topic_score_codex":0.0013382923,"about_ca_topic_score_gemma":0.0027665137,"teacher_disagreement_score":0.9165255,"about_ca_system_score_codex":0.00018210965,"about_ca_system_score_gemma":0.00006352429,"threshold_uncertainty_score":0.93170595},"labels":[],"label_agreement":null},{"id":"W4413005237","doi":"10.3390/youth5030080","title":"Climate Activism in Our Part of The World and Methodological Insights on How to Study It","year":2025,"lang":"en","type":"article","venue":"Youth","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Killam Trusts; University of Alberta","keywords":"Climate change; Political science; Data science; Computer science; Oceanography; Geology","score_opus":0.1337169566079465,"score_gpt":0.401200509149779,"score_spread":0.26748355254183254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413005237","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":[0.9177228,0.0000067195515,0.00000869886,0.0058486992,0.0001643483,0.00029930938,7.2191455e-7,0.0000074399463,0.075941265],"genre_scores_gemma":[0.99361944,0.000006888695,0.000035659934,0.0003716949,0.000016962073,0.0000065229524,6.1089295e-8,0.000001050286,0.005941725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913937,0.00040402391,0.00006614796,0.00013071112,0.00014679272,0.000112971305],"domain_scores_gemma":[0.9997593,0.000084184976,0.00002680887,0.00010109539,0.000008104841,0.000020488722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006044787,0.000041923795,0.00009131829,0.00006708043,0.00010798564,0.000036385038,0.00017926969,0.000015884765,0.0000040724235],"category_scores_gemma":[0.00015050553,0.00002385894,0.000016111751,0.00043299887,0.00004360828,0.000040799896,0.00014070785,0.000053857668,0.0000017680521],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017864454,0.0009463481,0.465264,0.000028616938,0.00004867014,0.0000087149865,0.4186343,0.000036489128,0.00010647441,0.07352605,0.0030856635,0.038136043],"study_design_scores_gemma":[0.00033842036,0.00009161489,0.6230851,0.00009235869,0.000024836061,6.2407772e-9,0.36861145,0.0000042825263,0.00016651371,0.0014513319,0.006049447,0.0000846621],"about_ca_topic_score_codex":0.000069828646,"about_ca_topic_score_gemma":0.003625358,"teacher_disagreement_score":0.15782106,"about_ca_system_score_codex":0.000009726207,"about_ca_system_score_gemma":0.000008934365,"threshold_uncertainty_score":0.20230348},"labels":[],"label_agreement":null},{"id":"W4413093648","doi":"10.69931/001c.142851","title":"Food Crises in Nigeria: Why the Crisis Communication Professionals Should Care","year":2025,"lang":"en","type":"article","venue":"International Crisis and Risk Communication Association Reports","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":"World Federation of Science Journalists","funders":"","keywords":"Crisis communication; Business; Political science; Development economics; Public relations; Economics","score_opus":0.021492217379889197,"score_gpt":0.35398665572344257,"score_spread":0.33249443834355336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413093648","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":[0.55573994,0.010306823,0.00035212055,0.25005916,0.0016963426,0.0015682408,0.000039704977,0.00020358474,0.18003409],"genre_scores_gemma":[0.98351204,0.01122279,0.00020618387,0.0021783838,0.000041088122,0.00015770386,0.000065960805,0.000007832252,0.0026080208],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970402,0.0011486982,0.00063436717,0.00027054248,0.00070508086,0.00020109459],"domain_scores_gemma":[0.9972079,0.00062938564,0.0008156275,0.0006733816,0.0006312002,0.00004251792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025934794,0.00012937708,0.00017855348,0.00022873099,0.0012852116,0.00038555547,0.0007425234,0.00016114044,0.00009980529],"category_scores_gemma":[0.0011090515,0.00010450125,0.00008815006,0.00046393284,0.00011616506,0.00046900188,0.00039227784,0.00035248452,0.0000044785534],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022526558,0.00021801342,0.7525948,0.000015613594,0.00020489922,0.0000015911603,0.041332062,0.000095642434,0.000002928733,0.030525165,0.17066513,0.0043215863],"study_design_scores_gemma":[0.00037056018,0.000018427734,0.21057463,0.00014862184,0.000077926576,7.0650947e-7,0.23088504,0.00007994993,0.00003164185,0.027017858,0.5305707,0.00022395965],"about_ca_topic_score_codex":0.004046687,"about_ca_topic_score_gemma":0.026165893,"teacher_disagreement_score":0.5420202,"about_ca_system_score_codex":0.00044873165,"about_ca_system_score_gemma":0.000121655816,"threshold_uncertainty_score":0.99160403},"labels":[],"label_agreement":null},{"id":"W4413190192","doi":"10.1007/978-981-96-6609-6_2","title":"Contributions of Disaster Research Institutes to the Sustainable Disaster-Resilient World -Results of the Questionnaire Survey-","year":2025,"lang":"en","type":"book-chapter","venue":"Disaster and risk research: GADRI book series","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Chiropractic Association; Western University","funders":"","keywords":"Political science; Environmental planning; Geography","score_opus":0.053773624598184674,"score_gpt":0.37675756584157616,"score_spread":0.32298394124339147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413190192","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0067786565,0.0045409254,0.0000683963,0.008286251,0.00087316136,0.0047329213,0.0016871532,0.000049242797,0.9729833],"genre_scores_gemma":[0.23169714,0.0031397233,0.000007976705,0.00005007721,0.00024166777,0.00010865184,0.00003995614,0.000028787219,0.764686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.991121,0.002825009,0.00097413716,0.0008757427,0.002769628,0.0014344685],"domain_scores_gemma":[0.99294,0.0019678944,0.00035777976,0.0014632246,0.0029559555,0.0003151217],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.010576929,0.00044213692,0.00067727565,0.00084888475,0.0035819826,0.00051245,0.002049812,0.0002854074,0.00013866801],"category_scores_gemma":[0.00513892,0.00026489177,0.00026862716,0.0011848699,0.009423691,0.0006026341,0.003008421,0.0013449419,0.000039321007],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009585005,0.00015314558,0.006025835,0.0004908907,0.000231589,0.000009987459,0.036786396,0.000035165012,0.00000627418,0.8421177,0.10966732,0.003517152],"study_design_scores_gemma":[0.00047313643,0.00021678561,0.010255423,0.0015720404,0.00008536857,4.6245862e-7,0.032881975,0.0000050559647,0.00006271047,0.016367223,0.9377592,0.00032059543],"about_ca_topic_score_codex":0.010626537,"about_ca_topic_score_gemma":0.10106967,"teacher_disagreement_score":0.8280919,"about_ca_system_score_codex":0.000265282,"about_ca_system_score_gemma":0.0010134801,"threshold_uncertainty_score":0.99998033},"labels":[],"label_agreement":null},{"id":"W4413231915","doi":"10.5204/ijcjsd.3773","title":"Racialised and Colonial Constructions of Climate Disaster: News Media Framing of Indigenous Wildfire Evacuations in Western Canada","year":2025,"lang":"en","type":"article","venue":"International Journal for Crime Justice and Social Democracy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg","funders":"Social Sciences and Humanities Research Council of Canada; University of Winnipeg","keywords":"Indigenous; Framing (construction); Colonialism; First nation; Criminology; Political science; Geography; Socioeconomics; Sociology; Ecology; Law","score_opus":0.014273770632980395,"score_gpt":0.34394626769896175,"score_spread":0.32967249706598134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413231915","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":[0.9911068,0.00015031907,0.0006013353,0.0038417063,0.0017903546,0.00021144866,0.00006751182,0.0000046688,0.0022258477],"genre_scores_gemma":[0.9984432,0.0005931574,0.00023816731,0.00019540975,0.00026005338,0.0000048170423,0.0000073058914,0.000003827751,0.00025410016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894816,0.00008017825,0.00037516563,0.00010411386,0.00031986012,0.000172533],"domain_scores_gemma":[0.9991361,0.000356085,0.00023079068,0.00003011805,0.00020292115,0.000044001765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030115104,0.00007169788,0.0001728017,0.0001664197,0.0006004517,0.00009000671,0.00019809401,0.000057311176,0.000008558312],"category_scores_gemma":[0.00029489846,0.00007316866,0.000042486463,0.00012724852,0.0002859716,0.00025940157,0.00005890269,0.00010534824,1.2171165e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006328537,0.00034380602,0.3492457,0.0004902568,0.000491159,0.00003816422,0.2912933,0.00007375657,0.00041862298,0.14211492,0.0018333016,0.21302417],"study_design_scores_gemma":[0.0051995036,0.00011585581,0.5666143,0.00063804147,0.0012229079,0.00001731228,0.35272703,0.00038490928,0.00007992138,0.042202245,0.030286647,0.00051133655],"about_ca_topic_score_codex":0.05122192,"about_ca_topic_score_gemma":0.35355115,"teacher_disagreement_score":0.30232924,"about_ca_system_score_codex":0.00008937229,"about_ca_system_score_gemma":0.00060997717,"threshold_uncertainty_score":0.95509607},"labels":[],"label_agreement":null},{"id":"W4413375274","doi":"10.1037/tra0002000","title":"Screening positively for PTSD: Examining the role of avoidance for public safety personnel.","year":2025,"lang":"en","type":"article","venue":"Psychological Trauma Theory Research Practice and Policy","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":true,"ca_institutions":"University of Regina","funders":"","keywords":"PsycINFO; Psychology; Clinical psychology; MEDLINE; Political science","score_opus":0.23093513120888923,"score_gpt":0.5147351719326487,"score_spread":0.28380004072375953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413375274","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":[0.091293484,0.0015082972,0.017789723,0.050240412,0.000098410914,0.0022416774,0.00003610875,0.000049918614,0.836742],"genre_scores_gemma":[0.99025536,0.00054336095,0.0015100568,0.0011381226,0.00028445598,0.00022427311,0.0000022613303,0.0000067911906,0.0060353316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964321,0.0020306741,0.00021292735,0.00034696737,0.00035753282,0.000619758],"domain_scores_gemma":[0.9855457,0.013744143,0.00009901261,0.00020584754,0.0003044219,0.00010089801],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.013013456,0.00009769739,0.00015795656,0.00020218472,0.0021028037,0.000245007,0.0006150442,0.00010389182,0.000037162856],"category_scores_gemma":[0.012994688,0.00006476585,0.00007420601,0.0007700019,0.0014201188,0.0004636056,0.00012257518,0.00030172034,0.0000027569545],"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":[0.00076877396,0.00011059221,0.00015869425,0.000018432997,0.00003847162,3.5277208e-7,0.009372416,6.3054375e-7,0.00014175726,0.67078274,0.0003006997,0.31830645],"study_design_scores_gemma":[0.00079164386,0.00048054106,0.0064347577,0.000062382634,0.00002820314,0.0000011581253,0.29754275,0.000053860047,0.000060550097,0.19509882,0.4993298,0.00011552997],"about_ca_topic_score_codex":0.00023934014,"about_ca_topic_score_gemma":0.00005085763,"teacher_disagreement_score":0.89896184,"about_ca_system_score_codex":0.000028859473,"about_ca_system_score_gemma":0.00007877427,"threshold_uncertainty_score":0.99919635},"labels":[],"label_agreement":null},{"id":"W4413446007","doi":"10.1002/9781394323555.ch04","title":"Emergency Preparedness, Response, and Management","year":2025,"lang":"en","type":"other","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency management; Preparedness; Emergency response; Disaster response; Medical emergency; Computer science; Political science; Medicine","score_opus":0.010535545346645164,"score_gpt":0.309053888603243,"score_spread":0.2985183432565979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413446007","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017065851,0.0007961734,0.00015677951,0.0005316868,0.00078367285,0.00046083948,0.0000036444956,0.00023122421,0.99701893],"genre_scores_gemma":[0.00014567791,0.010198823,0.00029405652,0.00007429092,0.00008657674,0.000024315896,0.0000018907134,0.000036202106,0.9891382],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907017,0.00011497996,0.00010007532,0.00028307937,0.00023850899,0.00019317702],"domain_scores_gemma":[0.9996769,0.000013304601,0.000050056966,0.00019941178,0.000010128125,0.000050198963],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002826797,0.00011289606,0.00011091212,0.00020515245,0.00012744381,0.00004683303,0.00028074396,0.00009637863,0.013612692],"category_scores_gemma":[0.00002158502,0.00009986682,0.000030941046,0.00021204817,0.0001342487,0.000036517038,0.00018533284,0.000034091663,0.00014205668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001175988,0.000013546632,0.00009929194,0.00008452696,0.00003692686,0.000004372805,0.0006703763,2.983799e-8,1.098851e-7,0.10727866,0.88574743,0.0060529658],"study_design_scores_gemma":[0.00006109835,0.000005013694,0.00036491087,0.000087623055,0.000029940968,1.3954876e-8,0.003447059,5.828402e-7,7.497255e-8,0.00077461073,0.9951056,0.00012342926],"about_ca_topic_score_codex":0.0011848263,"about_ca_topic_score_gemma":0.005013934,"teacher_disagreement_score":0.10935821,"about_ca_system_score_codex":0.000020512647,"about_ca_system_score_gemma":0.00004234378,"threshold_uncertainty_score":0.987289},"labels":[],"label_agreement":null},{"id":"W4413514067","doi":"10.64628/aam.qxyam7anj","title":"Why it’s not OK to take small social risks during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Virology; Medicine; Outbreak","score_opus":0.2155141631722616,"score_gpt":0.37633955685946585,"score_spread":0.16082539368720425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413514067","genre_codex":"commentary","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":[0.27036786,0.000008874162,0.0022085318,0.5161998,0.00026045844,0.00050381647,0.0000042032525,0.00025723,0.21018918],"genre_scores_gemma":[0.83195674,0.000018299517,0.000043715656,0.15126212,0.00047438222,0.000014750703,5.1345495e-7,0.000005655529,0.016223853],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988244,0.000136081,0.00013211479,0.00024007176,0.00034968104,0.00031761118],"domain_scores_gemma":[0.99950725,0.00008568801,0.000040902276,0.000091026144,0.000022408773,0.00025274936],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040306145,0.00008494485,0.00009513571,0.000023812452,0.0010499039,0.00018527712,0.0006265293,0.000048672973,0.0010155783],"category_scores_gemma":[0.00030399451,0.00005829522,0.00006461782,0.0003363971,0.00019448956,0.00009975824,0.0002009171,0.000101340695,0.0002654173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011799286,0.000051213883,0.05429449,0.00007487449,0.00005183431,0.000020465397,0.29555157,0.0002585524,0.00078194827,0.03160939,0.6096762,0.0075114677],"study_design_scores_gemma":[0.00018435392,0.000015154003,0.008016069,0.0000018238281,0.000011272988,1.4490327e-7,0.032195184,0.000020205749,0.000019988824,0.00017708557,0.959232,0.000126724],"about_ca_topic_score_codex":0.003339569,"about_ca_topic_score_gemma":0.017178137,"teacher_disagreement_score":0.5615889,"about_ca_system_score_codex":0.000067416695,"about_ca_system_score_gemma":0.00007582959,"threshold_uncertainty_score":0.9998976},"labels":[],"label_agreement":null},{"id":"W4413516310","doi":"10.64628/aam.aswwcmsp6","title":"Signs of hope for community after Toronto high-rise fire displaces hundreds","year":2019,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"History; Geography; Media studies; Sociology","score_opus":0.013467238391274877,"score_gpt":0.2909098172484551,"score_spread":0.2774425788571802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413516310","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":[0.826882,0.00015137585,0.00013672758,0.00025156798,0.00023975747,0.00039880525,0.0000063930065,0.00002726202,0.1719061],"genre_scores_gemma":[0.92895865,0.0000439177,0.00021807855,0.000087318695,0.00003748994,0.00002370232,0.0000024671322,0.000004443265,0.07062391],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932265,0.00009020633,0.000116063595,0.00009333846,0.0001918477,0.00018590651],"domain_scores_gemma":[0.99950475,0.00013798903,0.0000468316,0.00022056547,0.000043039232,0.000046854184],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040197815,0.00006268001,0.00011729601,0.000011047459,0.000183321,0.00004041605,0.000367096,0.00004304328,0.0018155136],"category_scores_gemma":[0.000025188832,0.00005029563,0.000055809567,0.00006273563,0.00016186578,0.00036872298,0.00009641513,0.000038243692,0.00004039126],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008955556,0.0018360015,0.18949282,0.0009959441,0.0002511058,0.0000023972395,0.23624347,0.00008079337,0.0020746365,0.3837571,0.07975933,0.104610816],"study_design_scores_gemma":[0.0025362752,0.0015835629,0.11370661,0.00021534268,0.00014933755,1.06236385e-7,0.36158362,0.0004004799,0.00088614033,0.0116720535,0.5061891,0.0010773379],"about_ca_topic_score_codex":0.023305805,"about_ca_topic_score_gemma":0.057585023,"teacher_disagreement_score":0.4264298,"about_ca_system_score_codex":0.000035886904,"about_ca_system_score_gemma":0.000024009274,"threshold_uncertainty_score":0.999097},"labels":[],"label_agreement":null},{"id":"W4413523805","doi":"10.64628/aam.63unakdwp","title":"As Canadian wildfires rage, Facebook’s news ban reveals the importance of radio","year":2023,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Rage (emotion); Internet privacy; Advertising; Business; Psychology; Computer science; Social psychology","score_opus":0.025321380306344336,"score_gpt":0.30346710386391945,"score_spread":0.2781457235575751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413523805","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":[0.34282476,0.000032890664,0.0000016364635,0.012944313,0.00017883965,0.00035533032,0.0000018615121,0.000053291005,0.6436071],"genre_scores_gemma":[0.8231919,0.00013698722,0.000013482484,0.0009476376,0.00006634908,0.000016274334,0.0000014976255,0.000004696071,0.17562121],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989533,0.00008970294,0.00015523571,0.00015158973,0.00030181045,0.0003483862],"domain_scores_gemma":[0.9994775,0.00007997595,0.000056888763,0.00022219932,0.000021636775,0.00014176877],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000612964,0.00006624034,0.00009654695,0.00008185494,0.00038335638,0.00006832264,0.000516761,0.000036077374,0.0011853367],"category_scores_gemma":[0.0001286349,0.000043718486,0.00004994813,0.00053835654,0.00029245086,0.00012893692,0.000045925615,0.000048929083,0.00041986138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044498906,0.00001005654,0.24531604,0.0000135465025,0.000029587696,0.000025813113,0.020180529,0.000025126554,0.00007518256,0.27440113,0.4497765,0.010142027],"study_design_scores_gemma":[0.00011363617,0.000019207942,0.13331172,0.0000191835,0.000011983602,2.5989138e-7,0.042545326,0.000029188925,0.000041129213,0.008110841,0.81564933,0.0001481819],"about_ca_topic_score_codex":0.39725637,"about_ca_topic_score_gemma":0.85617936,"teacher_disagreement_score":0.48036712,"about_ca_system_score_codex":0.000037705784,"about_ca_system_score_gemma":0.00020816315,"threshold_uncertainty_score":0.9997277},"labels":[],"label_agreement":null},{"id":"W4413526297","doi":"10.64628/ab.6r5er5q6u","title":"We rarely hear about the disasters that were avoided – but there’s a lot we can learn from them","year":2023,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Northern Alberta Institute of Technology","funders":"","keywords":"Operations management; Business; Computer science; History; Computer security; Economics","score_opus":0.06740989137181984,"score_gpt":0.2926442406889819,"score_spread":0.22523434931716207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413526297","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":[0.46762392,0.00031072658,0.00008687189,0.103416055,0.0008860905,0.0005514536,0.000022968981,0.0004914856,0.42661044],"genre_scores_gemma":[0.7282673,0.001123145,0.000016826776,0.00064594083,0.00018676308,0.000020895985,0.0000053514477,0.000016222877,0.26971754],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99787474,0.00035229593,0.00016899307,0.0003632562,0.0006737526,0.0005669855],"domain_scores_gemma":[0.99900603,0.00038535902,0.00007561706,0.00038407263,0.00001892274,0.0001299796],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006036617,0.00017388335,0.0001741409,0.00004897444,0.000830727,0.0004198974,0.0009313756,0.000075105505,0.001966806],"category_scores_gemma":[0.00005305617,0.000102226695,0.00012755381,0.0004220309,0.000534361,0.00023008561,0.00025302632,0.00017120634,0.002002897],"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":[0.000104527346,0.00015902083,0.026871368,0.00005401828,0.00028076168,0.00007680081,0.38889757,0.00013828337,0.00031525522,0.09746101,0.37431028,0.1113311],"study_design_scores_gemma":[0.00029746903,0.000023322442,0.009568991,0.00008044415,0.000030497522,2.1768486e-7,0.49771178,0.0001948435,0.000091473565,0.0105425455,0.48117638,0.0002820526],"about_ca_topic_score_codex":0.015253089,"about_ca_topic_score_gemma":0.025435366,"teacher_disagreement_score":0.2606434,"about_ca_system_score_codex":0.000044490665,"about_ca_system_score_gemma":0.00007612396,"threshold_uncertainty_score":0.99894553},"labels":[],"label_agreement":null},{"id":"W4413528921","doi":"10.64628/aam.et69nmtwa","title":"‘Godzilla Minus One’: Finding paradise of shared co-operation through environmental disaster","year":2023,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Paradise; Business; Computer security; Computer science; Astrobiology; History; Art history; Physics","score_opus":0.05941054772548938,"score_gpt":0.3342377080739954,"score_spread":0.274827160348506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413528921","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":[0.7410574,0.00002190662,0.00016334109,0.000685402,0.00016112547,0.00025756963,0.000015321508,0.00007279879,0.25756514],"genre_scores_gemma":[0.9656706,0.00008225017,0.00017527415,0.00009112158,0.0000676891,0.000009737144,0.00003574815,0.000005843063,0.033861775],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99903023,0.00005784213,0.00015327575,0.00017407305,0.0003626201,0.00022197489],"domain_scores_gemma":[0.9997448,0.000045365494,0.000047285863,0.000116560506,0.0000029627088,0.000043039436],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018259598,0.00006868903,0.00009437573,0.000044254113,0.0002327909,0.00006889858,0.00018689116,0.000038779195,0.0026839874],"category_scores_gemma":[0.0000132997075,0.00006088374,0.00004604585,0.00013824261,0.00021652778,0.00041532997,0.00005832984,0.000030175217,0.00081404566],"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":[0.0001071191,0.00079303567,0.17051645,0.00016311904,0.00019977469,0.000042787316,0.5123629,0.0006099116,0.024112869,0.13324265,0.124303736,0.033545624],"study_design_scores_gemma":[0.0023346834,0.00030767816,0.27995333,0.0001581549,0.00013497795,9.014079e-7,0.36003187,0.0026048208,0.0056880363,0.0067300447,0.34067884,0.0013766676],"about_ca_topic_score_codex":0.00016182386,"about_ca_topic_score_gemma":0.00018686864,"teacher_disagreement_score":0.22461317,"about_ca_system_score_codex":0.000032174714,"about_ca_system_score_gemma":0.00001324984,"threshold_uncertainty_score":0.99996394},"labels":[],"label_agreement":null},{"id":"W4413530713","doi":"10.64628/aam.sutt9cyqg","title":"Turkey’s push for post-earthquake reconstruction puts speed over housing quality","year":2024,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Quality (philosophy); Seismology; Business; Geology; Computer science; Physics","score_opus":0.039108206692504734,"score_gpt":0.362945696916801,"score_spread":0.32383749022429625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413530713","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":[0.79889244,0.00012045307,0.0016196347,0.0044819964,0.003386147,0.0004921401,0.000008865542,0.0003495523,0.19064878],"genre_scores_gemma":[0.95437074,0.000018148063,0.0005725599,0.00022070875,0.00043107936,0.0000045808233,0.000004245521,0.0000075719768,0.044370376],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990629,0.00006816582,0.00015753537,0.00023921899,0.00023455342,0.00023765228],"domain_scores_gemma":[0.99965984,0.00010551222,0.000028738628,0.000095639036,0.000051679348,0.000058591544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067003927,0.00007082845,0.00008471576,0.00006990969,0.0002806199,0.00041616906,0.000121435674,0.00005435273,0.0007031405],"category_scores_gemma":[0.00007641267,0.000059344624,0.000087926055,0.00019169333,0.00015657337,0.00050360506,0.000030149133,0.00005044681,0.0001086694],"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":[0.000045188943,0.00005423586,0.0037448106,0.00023775786,0.000070378956,0.0000061347014,0.010473876,0.000042066436,0.0015393973,0.38796526,0.02447796,0.57134295],"study_design_scores_gemma":[0.00064584264,0.00011789895,0.026680147,0.00023298168,0.0000904982,0.0000019450624,0.040910188,0.0037430625,0.00039848106,0.033303022,0.8930934,0.0007825321],"about_ca_topic_score_codex":0.001733902,"about_ca_topic_score_gemma":0.0033162562,"teacher_disagreement_score":0.86861545,"about_ca_system_score_codex":0.00004354966,"about_ca_system_score_gemma":0.00006625363,"threshold_uncertainty_score":0.76988953},"labels":[],"label_agreement":null},{"id":"W4413533529","doi":"10.64628/aam.dsakpfjf6","title":"Meta’s Canadian news ban could put people at risk during public emergencies","year":2024,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Business; Risk communication; Internet privacy; Political science; Computer security; Public relations; Risk analysis (engineering); Computer science","score_opus":0.0492981498095232,"score_gpt":0.28183471625347156,"score_spread":0.23253656644394838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413533529","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":[0.35138005,0.0011451346,0.000025295669,0.015427151,0.0010074448,0.00019840348,0.000010068713,0.00021353384,0.63059294],"genre_scores_gemma":[0.74877244,0.0006726225,0.000030414938,0.00012396932,0.00012719604,0.000015962447,0.0000025068325,0.000007666567,0.25024724],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856603,0.000087882734,0.0001431632,0.00028763936,0.00037096028,0.0005442949],"domain_scores_gemma":[0.9993922,0.000034148205,0.000023181168,0.00017029786,0.000031031726,0.0003491536],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039127373,0.00010859491,0.00012975858,0.0002016669,0.0009724094,0.0004897789,0.00036151995,0.000055261495,0.012785459],"category_scores_gemma":[0.000060029583,0.0000833818,0.00013176032,0.0006680499,0.000114646034,0.0005138298,0.00010218049,0.000089102636,0.0008689133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054211155,0.00005383697,0.1468815,0.00015615806,0.0016372119,0.0000971279,0.106100075,0.00007030824,0.00013342229,0.31252518,0.42053995,0.011799794],"study_design_scores_gemma":[0.000038258582,0.000007032626,0.013981748,0.0000044291583,0.00020038437,4.020601e-7,0.014392538,0.000140859,0.000019223899,0.0007212464,0.9703071,0.00018677964],"about_ca_topic_score_codex":0.6963832,"about_ca_topic_score_gemma":0.99548924,"teacher_disagreement_score":0.54976714,"about_ca_system_score_codex":0.0002201531,"about_ca_system_score_gemma":0.00025465808,"threshold_uncertainty_score":0.99990904},"labels":[],"label_agreement":null},{"id":"W4413547618","doi":"10.64628/aam.ggsejavxc","title":"If the Trump whistleblowers lived in Canada, they’d face serious risks","year":2019,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Face (sociological concept); Political science; Internet privacy; Computer security; Business; Computer science; Sociology","score_opus":0.019052845199059018,"score_gpt":0.27312232912182843,"score_spread":0.2540694839227694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413547618","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":[0.59567094,0.00002251888,0.0000036905524,0.003269388,0.00030073756,0.00022820335,4.862323e-7,0.000012987363,0.40049106],"genre_scores_gemma":[0.93547946,0.000043583826,0.000008168813,0.0007591802,0.000025944755,0.000005123928,3.5845352e-7,0.0000035377045,0.06367466],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99905443,0.00009447963,0.00009832199,0.00015029311,0.00032196866,0.0002805291],"domain_scores_gemma":[0.9996534,0.00007851718,0.000033709177,0.00017503568,0.000012695943,0.00004665592],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028370318,0.00006484959,0.00007924666,0.000022050634,0.00015035116,0.00006240839,0.00046791974,0.000023656312,0.0009720164],"category_scores_gemma":[0.000025700385,0.00004036345,0.000023489985,0.00015924961,0.00007305133,0.00010731883,0.00006015415,0.000078163415,0.00018353986],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058183497,0.00011631654,0.5845101,0.000035580393,0.00006463777,0.000039617888,0.22494136,0.0033144963,0.00012593716,0.044795666,0.07574254,0.066255584],"study_design_scores_gemma":[0.00035732024,0.00002488291,0.24177647,0.000018835386,0.000008416272,1.4634529e-7,0.43078196,0.0006049399,0.000015380334,0.00064715213,0.32550943,0.00025508518],"about_ca_topic_score_codex":0.985219,"about_ca_topic_score_gemma":0.99679434,"teacher_disagreement_score":0.34273362,"about_ca_system_score_codex":0.00018296803,"about_ca_system_score_gemma":0.00039096826,"threshold_uncertainty_score":0.99994123},"labels":[],"label_agreement":null},{"id":"W4413557664","doi":"10.64628/aam.hjfg6vmvd","title":"Fort McMurray’s flood disaster was foreseeable and preventable","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Flood myth; Environmental health; Geography; Medical emergency; Medicine; Archaeology","score_opus":0.04276262750170955,"score_gpt":0.32118647394813543,"score_spread":0.27842384644642587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413557664","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05414072,0.0003262669,0.0017800078,0.005536457,0.0008591201,0.0010953124,0.00001158305,0.00019207397,0.93605846],"genre_scores_gemma":[0.770804,0.00048060785,0.0014279683,0.00057899737,0.00050675706,0.00008994663,0.000024033863,0.000024830406,0.22606285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981455,0.00009034882,0.00023348072,0.00058694585,0.00049187255,0.00045182076],"domain_scores_gemma":[0.99930733,0.000038454145,0.00009451164,0.00029940432,0.00003492892,0.00022538261],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003447654,0.0002125783,0.00028389064,0.00005888734,0.00033383776,0.0004978844,0.000608101,0.00017711127,0.0010021868],"category_scores_gemma":[0.000056357876,0.00018044002,0.000101123005,0.00013634,0.00027520186,0.00029755654,0.0015862127,0.0002539873,0.00010992289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011300137,0.0005315732,0.061834406,0.0021040929,0.0005837827,0.000066104076,0.10007943,0.00022127114,0.00009864552,0.35544693,0.4284671,0.05045367],"study_design_scores_gemma":[0.0006923489,0.00010645304,0.0050826557,0.00031639426,0.0002263625,7.3051064e-7,0.036731906,0.0011491933,0.00007621092,0.14323036,0.8112721,0.0011152815],"about_ca_topic_score_codex":0.0019187959,"about_ca_topic_score_gemma":0.0034730479,"teacher_disagreement_score":0.7166633,"about_ca_system_score_codex":0.00004149809,"about_ca_system_score_gemma":0.00012087914,"threshold_uncertainty_score":0.999911},"labels":[],"label_agreement":null},{"id":"W4413557967","doi":"10.64628/aam.3yegqtftu","title":"Finding a place to pee during a pandemic or a protest shouldn’t be so hard","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Political science; Media studies; History; Sociology; Medicine","score_opus":0.1365867949130929,"score_gpt":0.37766381347788724,"score_spread":0.24107701856479435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413557967","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":[0.78188354,0.00006200451,0.0016946592,0.035944767,0.0010120021,0.004559584,0.00002055292,0.0009999105,0.173823],"genre_scores_gemma":[0.81957024,0.00007756743,0.0024184529,0.0012805306,0.00062420673,0.00039651673,0.0000055060004,0.00003262274,0.17559434],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975241,0.0001222147,0.000285157,0.00078269147,0.00071803486,0.0005678211],"domain_scores_gemma":[0.99912816,0.000080182894,0.0001244257,0.0003163304,0.0000445679,0.00030635626],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047279865,0.00026327194,0.0003214355,0.00013679547,0.00061580504,0.0007592282,0.0010749956,0.00021063737,0.0011456546],"category_scores_gemma":[0.00048508163,0.00021213439,0.00012413676,0.0003774545,0.00016763367,0.00015755149,0.0018054073,0.0004603689,0.00024026661],"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":[0.0015053132,0.00059709133,0.09426614,0.0049904557,0.0008140655,0.00071017776,0.6867122,0.00340575,0.0050744507,0.02234706,0.14330238,0.036274914],"study_design_scores_gemma":[0.002024985,0.0003751759,0.056069855,0.0028436312,0.0004096001,0.0000062522313,0.11935951,0.0012234757,0.0005056017,0.0040843235,0.8088242,0.0042733913],"about_ca_topic_score_codex":0.0015010495,"about_ca_topic_score_gemma":0.007843699,"teacher_disagreement_score":0.6655218,"about_ca_system_score_codex":0.00020391938,"about_ca_system_score_gemma":0.0004902464,"threshold_uncertainty_score":0.9997674},"labels":[],"label_agreement":null},{"id":"W4413559639","doi":"10.64628/aam.pfwffnhh7","title":"If we love our cities, we’ll make better decisions about their future after the COVID-19 pandemic","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Geography; Political science; Virology; Biology; Medicine; Outbreak; Infectious disease (medical specialty)","score_opus":0.06563630857673954,"score_gpt":0.3357507124748164,"score_spread":0.2701144038980769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413559639","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012534391,0.0034507406,0.008157861,0.7407016,0.0054504927,0.0019264057,0.00021527063,0.00042490082,0.22713834],"genre_scores_gemma":[0.7410431,0.014635564,0.0005086234,0.06567079,0.0067610187,0.00016917897,0.000038057235,0.000057844685,0.17111585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967468,0.00045083166,0.00041946786,0.00083841,0.0009178536,0.00062666676],"domain_scores_gemma":[0.99816865,0.00034360212,0.00020667227,0.0008141738,0.00006572314,0.0004011586],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000792181,0.00042591826,0.0004009307,0.000107951346,0.00049382227,0.0007574095,0.0021794103,0.0004603685,0.0023432067],"category_scores_gemma":[0.00018396038,0.00024366766,0.00038293638,0.0003257237,0.00041427134,0.00012770372,0.0020354753,0.0009417793,0.0008312728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001121012,0.00006764496,0.01636788,0.00016173854,0.0002281432,0.00006936758,0.19270213,0.000089349196,0.000004022157,0.010641385,0.7234372,0.05611905],"study_design_scores_gemma":[0.00014820225,0.000010213939,0.0015853234,0.00008083727,0.000055130917,9.723002e-7,0.10401032,0.00003454794,5.390134e-7,0.04521817,0.8485092,0.00034653992],"about_ca_topic_score_codex":0.00066311203,"about_ca_topic_score_gemma":0.008415834,"teacher_disagreement_score":0.72850865,"about_ca_system_score_codex":0.00019223239,"about_ca_system_score_gemma":0.00053126115,"threshold_uncertainty_score":0.9999467},"labels":[],"label_agreement":null},{"id":"W4413564049","doi":"10.64628/aam.q6xyfqqex","title":"Are local shutdowns effective, or should COVID-19 lockdowns be in lockstep provincewide?","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Guelph","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Business; Virology; Medicine","score_opus":0.1120371982325362,"score_gpt":0.3890298437959187,"score_spread":0.2769926455633825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413564049","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":[0.028350435,0.0005005985,0.07859975,0.18630554,0.0031710907,0.01317997,0.00014905584,0.0017505233,0.68799305],"genre_scores_gemma":[0.95115125,0.00017085805,0.00028275285,0.0137936035,0.00038028572,0.00048536263,0.000029196592,0.000041281604,0.033665378],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955456,0.00064298604,0.0005320542,0.0013247944,0.0011390769,0.0008154622],"domain_scores_gemma":[0.99779874,0.00045633753,0.00038888934,0.00056319445,0.00010163354,0.0006912246],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009644843,0.0004890199,0.000712008,0.0002902197,0.00039215424,0.0004188104,0.0016363098,0.00058342883,0.0016403089],"category_scores_gemma":[0.0018111982,0.00038409993,0.00019889655,0.0010207185,0.0009934435,0.00028191583,0.0019897844,0.0009628092,0.00018065504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018836743,0.0021892108,0.17926173,0.009717937,0.0006524335,0.0054772566,0.101507664,0.031384703,0.000039643935,0.090243116,0.48256975,0.09507287],"study_design_scores_gemma":[0.0020422183,0.0001908207,0.040986713,0.00071893743,0.00018946265,0.0000029129635,0.092078656,0.0027727599,0.000037427886,0.013266102,0.8454388,0.0022752339],"about_ca_topic_score_codex":0.017078219,"about_ca_topic_score_gemma":0.20518796,"teacher_disagreement_score":0.92280084,"about_ca_system_score_codex":0.00096679403,"about_ca_system_score_gemma":0.0015181536,"threshold_uncertainty_score":0.9998611},"labels":[],"label_agreement":null},{"id":"W4413591057","doi":"10.64628/aam.gadtawt7t","title":"How obituaries helped people grieve during the pandemic","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); History; Psychology; Political science; Psychoanalysis; Medicine; Pathology","score_opus":0.02357914776855505,"score_gpt":0.28368095269787225,"score_spread":0.26010180492931717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413591057","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":[0.68304425,0.0003406879,0.0002369012,0.014623567,0.0022834928,0.00092301326,0.00001085837,0.00035870192,0.29817852],"genre_scores_gemma":[0.7299816,0.0004578358,0.000021047204,0.00011358564,0.00025908975,0.00010032212,0.000008243611,0.000008534239,0.26904973],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981842,0.00024738762,0.00013357314,0.00037902422,0.0006880378,0.00036779672],"domain_scores_gemma":[0.99931407,0.00007913902,0.00010057591,0.00041538716,0.000032827513,0.000057992267],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005701614,0.00016041775,0.00018042939,0.00005422693,0.0015121929,0.0008936854,0.0012415707,0.000099548655,0.0018370843],"category_scores_gemma":[0.000105343206,0.00010787843,0.00013199751,0.00023087363,0.0002643623,0.00015674368,0.0021979755,0.00044065434,0.000022016935],"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":[0.0000887642,0.00022109512,0.28895926,0.000733946,0.00043535855,0.000038001457,0.4732443,0.003088591,0.00009832606,0.20267023,0.02493671,0.0054854155],"study_design_scores_gemma":[0.0002758745,0.000023115317,0.047126424,0.00004550981,0.00009565201,8.130352e-7,0.50972074,0.00020812664,0.0000077077875,0.018385075,0.4233351,0.00077587436],"about_ca_topic_score_codex":0.0045655943,"about_ca_topic_score_gemma":0.046017308,"teacher_disagreement_score":0.3983984,"about_ca_system_score_codex":0.0001319277,"about_ca_system_score_gemma":0.00017389987,"threshold_uncertainty_score":0.9997877},"labels":[],"label_agreement":null},{"id":"W4413591160","doi":"10.64628/aam.jgmytpaj6","title":"Protests in Ottawa are a recurring disaster, affecting neighbourhoods and residents","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Political science; Geography; History","score_opus":0.02684174842538141,"score_gpt":0.3326095006146043,"score_spread":0.3057677521892229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413591160","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":[0.7330021,0.00026855586,0.000038093152,0.00064442656,0.0006413383,0.0011924881,0.000002567289,0.00010420045,0.26410618],"genre_scores_gemma":[0.9872921,0.00013004823,0.0003064845,0.000090867965,0.00015318484,0.00016643883,0.0000032834932,0.000018324576,0.011839272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975918,0.00046486626,0.00029520056,0.00063640217,0.0005678474,0.0004438709],"domain_scores_gemma":[0.99921936,0.0001269697,0.00024333545,0.0002838497,0.000020826901,0.000105662584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013605667,0.00020299751,0.00027053658,0.00022754184,0.0004480471,0.00042918194,0.0005806088,0.00012849338,0.00051478285],"category_scores_gemma":[0.00037390567,0.00020068896,0.00006122693,0.00031544187,0.00014840305,0.00022126785,0.0022216549,0.00057856605,0.000007516004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014093021,0.000115887255,0.932614,0.00043932325,0.000023686369,0.00007264883,0.044827044,0.00017634449,0.0000061212313,0.004700802,0.0007578707,0.016252145],"study_design_scores_gemma":[0.0005882358,0.000054370645,0.84660745,0.0014083437,0.000033791046,9.657874e-7,0.13010316,0.0002919782,0.00000556541,0.013636814,0.0064109415,0.00085838465],"about_ca_topic_score_codex":0.009843993,"about_ca_topic_score_gemma":0.034262694,"teacher_disagreement_score":0.25428993,"about_ca_system_score_codex":0.00017214888,"about_ca_system_score_gemma":0.00008470824,"threshold_uncertainty_score":0.9967495},"labels":[],"label_agreement":null},{"id":"W4413594435","doi":"10.64628/aam.t64wt4ms4","title":"Lessons from Fiona: Global collaboration is key to preparing for future hurricanes","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Key (lock); Political science; Aeronautics; Computer science; Engineering; Computer security","score_opus":0.027055633953690806,"score_gpt":0.38493453340067063,"score_spread":0.3578788994469798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413594435","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":[0.12839165,0.00040164313,0.0048565073,0.09880089,0.008375473,0.0036844579,0.0014718345,0.00039206355,0.75362545],"genre_scores_gemma":[0.8291933,0.00037534654,0.014523856,0.0042392737,0.004401148,0.0015154082,0.0005510193,0.00003420337,0.14516647],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836665,0.000085834465,0.00018523136,0.0005748429,0.0005245108,0.00026292048],"domain_scores_gemma":[0.9993234,0.000047861427,0.00011303868,0.000295075,0.00011302312,0.00010756057],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025841343,0.00014953312,0.00018798486,0.00004403883,0.0006482855,0.00042637752,0.00072320644,0.00013324317,0.0013368835],"category_scores_gemma":[0.000066059525,0.000146137,0.00009482359,0.0003968145,0.00005314477,0.00012994658,0.0009463952,0.00010214235,0.000024997085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005870349,0.000102427904,0.003959756,0.00006541214,0.00010701022,0.0000016751397,0.07181644,0.0016023885,0.000006766713,0.1961174,0.70834935,0.017812662],"study_design_scores_gemma":[0.000090835485,0.00001950451,0.0021699048,0.000019539735,0.00003988637,1.212638e-8,0.09228048,0.00011278136,0.000005631698,0.014602702,0.89042974,0.00022897896],"about_ca_topic_score_codex":0.0069080237,"about_ca_topic_score_gemma":0.032339115,"teacher_disagreement_score":0.7008016,"about_ca_system_score_codex":0.00029704746,"about_ca_system_score_gemma":0.00032741888,"threshold_uncertainty_score":0.9997051},"labels":[],"label_agreement":null},{"id":"W4413594458","doi":"10.64628/aam.56t3frnj5","title":"Fiona was one of Canada’s worst natural disasters, but evacuations prevented greater losses in Atlantic Canada","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Natural disaster; Geography; Natural (archaeology); History; Demography; Socioeconomics; Meteorology; Archaeology; Sociology","score_opus":0.01990760879045593,"score_gpt":0.2617209213897171,"score_spread":0.24181331259926114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413594458","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":[0.8953397,0.00014955262,0.0000116210085,0.005850233,0.0013728992,0.0008546465,0.00010204654,0.000023057375,0.09629619],"genre_scores_gemma":[0.9127835,0.00003941411,0.00004612944,0.00015067177,0.000058857604,0.00004386417,0.000121343845,0.0000091648535,0.08674704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974605,0.0002325739,0.0003932284,0.00038533818,0.0011174107,0.00041094868],"domain_scores_gemma":[0.9992795,0.000109347326,0.00018505384,0.00025986086,0.00006885616,0.00009736278],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028365367,0.0001839762,0.00029932472,0.00011802302,0.00027484147,0.00005959761,0.00077220646,0.00006059758,0.0029532746],"category_scores_gemma":[0.00010686274,0.0001712326,0.000058685386,0.00029591666,0.00014519166,0.00008973025,0.0007124686,0.00032567425,0.0000010041089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024351076,0.00077381387,0.60175556,0.0017584597,0.000937181,0.00042861706,0.04341818,0.012897361,0.00006481541,0.032190617,0.30309823,0.002433624],"study_design_scores_gemma":[0.0016952937,0.00007136345,0.68481046,0.0014658446,0.0003720567,0.0000023277782,0.17417444,0.0014697001,0.00010822901,0.003021263,0.13020952,0.0025994969],"about_ca_topic_score_codex":0.9996563,"about_ca_topic_score_gemma":0.99998504,"teacher_disagreement_score":0.17288873,"about_ca_system_score_codex":0.0010300521,"about_ca_system_score_gemma":0.006441162,"threshold_uncertainty_score":0.9991914},"labels":[],"label_agreement":null},{"id":"W4413599550","doi":"10.64628/aao.5gew4a5pe","title":"A 90 segundos de la medianoche, nunca hemos estado tan cerca de una catástrofe mundial","year":2023,"lang":"es","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Humanities; Philosophy","score_opus":0.02201422094137584,"score_gpt":0.3514422482490224,"score_spread":0.3294280273076466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413599550","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1678219,0.000090096946,0.0026938557,0.010128091,0.0033239475,0.0016704926,0.00006361151,0.0009133357,0.81329465],"genre_scores_gemma":[0.8112761,0.003409696,0.0028337361,0.00070376665,0.002173876,0.00022964188,0.000059977843,0.000103541766,0.17920966],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940597,0.001160834,0.0006396928,0.0011734539,0.0013522381,0.0016141101],"domain_scores_gemma":[0.9971473,0.00091060664,0.00033819737,0.0008223204,0.000104325845,0.0006772316],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025688435,0.00062733516,0.0006509131,0.00030928518,0.00076982233,0.0012168088,0.0023360373,0.0009081164,0.0010794741],"category_scores_gemma":[0.00064567564,0.0005902096,0.00043449496,0.0008499837,0.0017768126,0.0002886377,0.0017231522,0.001003182,0.0013659602],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043549686,0.002094495,0.086471714,0.0033203822,0.0016173056,0.0016449284,0.30623624,0.0027656953,0.0024572227,0.25226796,0.24202837,0.09866018],"study_design_scores_gemma":[0.004503294,0.00048316122,0.087146685,0.0030461063,0.0012369559,0.00002364593,0.2835924,0.0061681652,0.0012726125,0.14205472,0.46471635,0.0057559],"about_ca_topic_score_codex":0.02502082,"about_ca_topic_score_gemma":0.008795537,"teacher_disagreement_score":0.6434542,"about_ca_system_score_codex":0.0006861247,"about_ca_system_score_gemma":0.0013051147,"threshold_uncertainty_score":0.9998337},"labels":[],"label_agreement":null},{"id":"W4413638990","doi":"10.64628/aam.gvdhaeydk","title":"Travelling to the U.S.? Here’s what you need to know about the risks and your rights","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; Toronto Metropolitan University","funders":"","keywords":"Need to know; Business; Law and economics; Internet privacy; Political science; Environmental ethics; Computer security; Computer science; Economics; Philosophy","score_opus":0.05114139588334575,"score_gpt":0.34639746626242635,"score_spread":0.2952560703790806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413638990","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08153296,0.004388258,0.0048656464,0.15526563,0.0049528945,0.0036182145,0.000012817116,0.0001830537,0.7451805],"genre_scores_gemma":[0.49552664,0.0061345655,0.0006277831,0.0068296758,0.0012365796,0.00020804764,0.0000043496584,0.000015722637,0.48941663],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816114,0.00022849164,0.00022843553,0.0005058956,0.00047816685,0.00039784453],"domain_scores_gemma":[0.99903953,0.00014678772,0.00007055533,0.00052160805,0.000073351875,0.00014813695],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010622916,0.00021450668,0.00020835566,0.00009410347,0.0011172302,0.001923758,0.0014483519,0.00014286437,0.00018728909],"category_scores_gemma":[0.000054602766,0.000107075095,0.000098228105,0.00038911233,0.00020323928,0.00016349513,0.0010762276,0.0003170903,0.00011697322],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005039564,0.00009119899,0.0009358353,0.00012475354,0.00020038318,0.000007511109,0.3671248,0.004611658,0.0000056838126,0.16268235,0.09087715,0.37328827],"study_design_scores_gemma":[0.00006869935,0.000014422298,0.001616035,0.00037077142,0.00006196453,8.4036756e-8,0.10526662,0.00021188958,0.000017214888,0.0067006815,0.8854182,0.0002534442],"about_ca_topic_score_codex":0.011126105,"about_ca_topic_score_gemma":0.027331093,"teacher_disagreement_score":0.794541,"about_ca_system_score_codex":0.00004358501,"about_ca_system_score_gemma":0.00009518453,"threshold_uncertainty_score":0.99911237},"labels":[],"label_agreement":null},{"id":"W4413675925","doi":"10.64628/aam.5wyhqvacs","title":"False alerts — like the one sent during the Greater Los Angeles wildfires — can undermine trust and provoke anxiety","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Anxiety; Psychology; Computer security; Social psychology; Criminology; Psychiatry; Computer science","score_opus":0.020959793803906213,"score_gpt":0.2683204174068883,"score_spread":0.24736062360298205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413675925","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":[0.8867053,0.00039322415,0.000021074995,0.012207332,0.0005345273,0.0017573609,0.00004892168,0.0001370005,0.098195285],"genre_scores_gemma":[0.8144006,0.0012747716,0.000035029003,0.00068184716,0.00025420968,0.00009475859,0.000004564939,0.000008685529,0.18324554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818546,0.00021647879,0.00022743912,0.00050053734,0.0004829773,0.00038708563],"domain_scores_gemma":[0.9991766,0.00008963128,0.00010981853,0.0005062326,0.000041247782,0.000076449716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044113293,0.00024486787,0.0002252435,0.00006112238,0.0009532063,0.00053255784,0.0007971163,0.0001393642,0.00019469929],"category_scores_gemma":[0.00003440579,0.000115378265,0.000090107016,0.00018752555,0.000758416,0.00008463825,0.0013786015,0.00027787968,0.00000233344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044750306,0.000789038,0.5177178,0.0039154827,0.0017540174,0.00011487196,0.21268936,0.0006588867,0.00012989553,0.024334146,0.07356176,0.16388728],"study_design_scores_gemma":[0.0010663733,0.00006793971,0.71212417,0.0013611241,0.00066460663,0.0000068424283,0.10035071,0.000721022,0.00045976404,0.007697718,0.17386313,0.0016165732],"about_ca_topic_score_codex":0.010236966,"about_ca_topic_score_gemma":0.07849954,"teacher_disagreement_score":0.19440642,"about_ca_system_score_codex":0.00007523251,"about_ca_system_score_gemma":0.00016956308,"threshold_uncertainty_score":0.9963539},"labels":[],"label_agreement":null},{"id":"W4413730390","doi":"10.64628/aam.e4hce5cau","title":"What I learned at a People’s Party of Canada rally","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Political science; History","score_opus":0.026384975497950623,"score_gpt":0.29538918997919633,"score_spread":0.26900421448124573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413730390","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30492085,0.00015645324,0.000028360637,0.0051816427,0.0034396593,0.00040166007,0.0000039750703,0.000044801767,0.6858226],"genre_scores_gemma":[0.6532501,0.00053184386,0.00007387049,0.00026516625,0.00016403293,0.00001102193,0.0000068009226,0.000006550933,0.3456906],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983234,0.00011835985,0.00021056512,0.00032489348,0.0006929144,0.00032986584],"domain_scores_gemma":[0.9992155,0.000050885734,0.00017102288,0.00033489914,0.000110455774,0.000117244716],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043661645,0.00012717572,0.0002293832,0.000037032303,0.00023614721,0.0001641851,0.0006867937,0.00011794529,0.0033972373],"category_scores_gemma":[0.00007442948,0.000105534535,0.000074948446,0.0001206555,0.0002715997,0.00016813907,0.0010314976,0.00010462626,0.00003064787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068509726,0.000115385235,0.029430365,0.00047464328,0.00018901593,0.000016059515,0.0629094,0.00018547295,0.00002890846,0.031436186,0.8674255,0.007720541],"study_design_scores_gemma":[0.00044020684,0.00006927513,0.046955753,0.00052075513,0.00010693323,2.8824422e-7,0.0906335,0.00021113576,0.00020817899,0.012435118,0.84739166,0.0010271873],"about_ca_topic_score_codex":0.7759524,"about_ca_topic_score_gemma":0.99665177,"teacher_disagreement_score":0.34832925,"about_ca_system_score_codex":0.00019079931,"about_ca_system_score_gemma":0.0013003643,"threshold_uncertainty_score":0.9975138},"labels":[],"label_agreement":null},{"id":"W4413730947","doi":"10.64628/aam.ehupc4f4a","title":"Politics and paper towels: Disputing disaster death tolls","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Politics; Political science; Sociology; Criminology; Law","score_opus":0.03330853627382284,"score_gpt":0.3270160204061903,"score_spread":0.29370748413236747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413730947","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":[0.23633447,0.00011303142,0.00039959987,0.0015771942,0.0008225689,0.00030246397,0.000005163134,0.000094458206,0.76035106],"genre_scores_gemma":[0.897237,0.00019683671,0.00082798814,0.00088199537,0.0007915235,0.000010748385,0.0000052309097,0.00001407403,0.10003459],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983853,0.00010414788,0.00021371913,0.0004485088,0.0003770551,0.0004712464],"domain_scores_gemma":[0.9993141,0.00007389243,0.0000888549,0.00030134682,0.00005605757,0.00016572629],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040254925,0.00018642597,0.00019811618,0.000057344387,0.00042296964,0.00050895574,0.00043608097,0.0001844833,0.0009299472],"category_scores_gemma":[0.00009463364,0.000149255,0.00006950992,0.000066047796,0.00050122663,0.00019303111,0.0012485153,0.00016583047,0.000080370424],"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":[0.000010543227,0.00015629937,0.059999634,0.0003632347,0.0001515233,0.00002014158,0.092313774,0.000010097406,0.000017566916,0.7915863,0.027053887,0.028317027],"study_design_scores_gemma":[0.00043115666,0.00007841976,0.044758808,0.00061978714,0.00021446751,0.0000011378581,0.05701288,0.00030537817,0.000028502931,0.1696476,0.72536707,0.0015348156],"about_ca_topic_score_codex":0.0021806944,"about_ca_topic_score_gemma":0.0013388459,"teacher_disagreement_score":0.6983132,"about_ca_system_score_codex":0.00004879663,"about_ca_system_score_gemma":0.000078478195,"threshold_uncertainty_score":0.9999833},"labels":[],"label_agreement":null},{"id":"W4413765328","doi":"10.1016/j.ehb.2025.101522","title":"Responses in child health to concerted reconstruction efforts in the aftermath of the 2016 earthquake in Ecuador","year":2025,"lang":"en","type":"article","venue":"Economics & Human Biology","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":"Institute on Governance","funders":"","keywords":"History; Seismology; Forensic engineering; Political science; Geology; Engineering","score_opus":0.01604724978758332,"score_gpt":0.3140161995416704,"score_spread":0.2979689497540871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413765328","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":[0.9743037,0.000071606315,9.969389e-7,0.0075212414,0.00029489922,0.00042222804,0.000004113509,0.00000430992,0.017376866],"genre_scores_gemma":[0.9980162,0.000109482724,0.000008660853,0.0012630483,0.000023750477,0.000022119177,0.0000013358896,0.0000017090192,0.00055371935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887615,0.00043740595,0.00030314937,0.00016524755,0.000019788755,0.00019822948],"domain_scores_gemma":[0.9996254,0.000094804585,0.00009552794,0.00016355151,0.0000059166077,0.000014793642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009997514,0.000056567613,0.00014991278,0.0001932171,0.00012793182,0.000017730203,0.00035105128,0.00005207014,0.000023904668],"category_scores_gemma":[0.000043949905,0.000039233713,0.000027899918,0.0002200434,0.00029614096,0.00005610615,0.00006901448,0.00009241969,0.0000046117534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012671298,0.00010151771,0.779525,0.000020668855,0.000011557177,0.000001773815,0.027275974,0.000107566906,0.00004438876,0.11498672,0.00084342866,0.07695469],"study_design_scores_gemma":[0.00032141426,0.00004116523,0.97677535,0.00008549762,0.0000010908501,4.699745e-7,0.004262284,0.000008673119,0.00001978684,0.007673073,0.0107530365,0.000058179674],"about_ca_topic_score_codex":0.0029833294,"about_ca_topic_score_gemma":0.13327587,"teacher_disagreement_score":0.19725034,"about_ca_system_score_codex":0.00009019521,"about_ca_system_score_gemma":0.00011835995,"threshold_uncertainty_score":0.8825396},"labels":[],"label_agreement":null},{"id":"W4413803072","doi":"10.29173/mlj1445","title":"Canada’s fractured emergency management system","year":2025,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Emergency management; Legislature; Context (archaeology); Public administration; Government (linguistics); Business; Order (exchange); Political science; Public relations; Law; Finance; Geography","score_opus":0.00799136550124752,"score_gpt":0.25303163020262087,"score_spread":0.24504026470137336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413803072","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":[0.010013448,0.0003168808,0.0010187305,0.0031903656,0.0049310075,0.00021446256,0.0000015524064,0.00004906553,0.9802645],"genre_scores_gemma":[0.98606634,0.00012423862,0.00012778249,0.0005372714,0.00036971408,0.0000055628057,6.9761535e-7,0.000005460702,0.012762948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985276,0.0001238952,0.0002638328,0.0001499868,0.000567282,0.0003674277],"domain_scores_gemma":[0.999547,0.000013329101,0.000099397235,0.00014905332,0.00007302251,0.00011816664],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00042652362,0.00010267183,0.00011579156,0.000076179866,0.0016841767,0.00019755895,0.0005563854,0.000038187864,0.0002551743],"category_scores_gemma":[0.000009772454,0.00008936152,0.000061459745,0.00024280029,0.00006984603,0.00017573498,0.00008917329,0.000155129,0.000026844684],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001007915,0.000029529105,0.0014750403,0.00007889299,0.000110873014,0.00019239394,0.0005964701,0.000037085174,0.0000022627532,0.7583032,0.21070954,0.028454632],"study_design_scores_gemma":[0.00015230961,0.0000050220187,0.0043533235,0.00007233234,0.000044103337,0.0000018846171,0.09639302,0.000011643292,0.0000048190977,0.0017803145,0.89707845,0.00010275653],"about_ca_topic_score_codex":0.85652393,"about_ca_topic_score_gemma":0.9966175,"teacher_disagreement_score":0.9760529,"about_ca_system_score_codex":0.0004829627,"about_ca_system_score_gemma":0.00021822097,"threshold_uncertainty_score":0.9996155},"labels":[],"label_agreement":null},{"id":"W4413803118","doi":"10.29173/mlj1444","title":"First Nations and Canada’s Emergencies Act","year":2025,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Jurisdiction; Legislation; Political science; Declaration; Work (physics); Public administration; Emergency management; Law; Economic growth","score_opus":0.0121797995780139,"score_gpt":0.25703183770245364,"score_spread":0.24485203812443973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413803118","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":[0.15359183,0.00025182267,0.00007171593,0.012209621,0.0013954788,0.00008779217,0.0000012113582,0.000016679978,0.83237386],"genre_scores_gemma":[0.9947929,0.0003624856,0.000043129825,0.00033775566,0.0001530202,0.000001565529,2.1664636e-7,0.000001821134,0.00430715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999397,0.000031320193,0.00010210481,0.00006983156,0.00023228912,0.00016750164],"domain_scores_gemma":[0.99975026,0.00004976047,0.00003524926,0.000047786336,0.000051347,0.00006558842],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00019565804,0.00004637382,0.000052401512,0.000055451113,0.0028891833,0.00020638817,0.00018589737,0.000018651992,0.00013503127],"category_scores_gemma":[0.00006399697,0.000040502106,0.000018757984,0.00013388314,0.0001371052,0.00017786626,0.00004556793,0.000078311605,0.0000034627271],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044708468,0.000029491388,0.03745481,0.000026024103,0.00004978469,0.000027197964,0.0021309357,0.000036461937,0.000005655282,0.86784303,0.084517024,0.007875118],"study_design_scores_gemma":[0.000080420585,0.0000052925484,0.019257586,0.000030782925,0.000014370956,0.0000015062484,0.05606041,0.000012587021,0.00000494124,0.0029843492,0.92148584,0.00006191698],"about_ca_topic_score_codex":0.9235299,"about_ca_topic_score_gemma":0.99995613,"teacher_disagreement_score":0.8648587,"about_ca_system_score_codex":0.00010103766,"about_ca_system_score_gemma":0.0002397256,"threshold_uncertainty_score":0.9984089},"labels":[],"label_agreement":null},{"id":"W4413841177","doi":"10.1016/j.ijdrr.2025.105783","title":"Host community logistics and advanced preparation: Insights from wildfire evacuations in Alberta","year":2025,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Host (biology); Engineering; Transport engineering; Business; Ecology; Biology","score_opus":0.01307375617080096,"score_gpt":0.33734574073439294,"score_spread":0.32427198456359196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413841177","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":[0.9790517,0.0002028457,0.0020224056,0.0023458907,0.0017925457,0.00011550122,0.000004280974,0.0000062104673,0.014458621],"genre_scores_gemma":[0.9975296,0.000534205,0.00031754386,0.000049455586,0.00022366762,0.0000034360762,0.000007782857,0.0000028792815,0.0013313751],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988328,0.00033125485,0.00034134608,0.00009408548,0.00032185137,0.000078649326],"domain_scores_gemma":[0.9992243,0.00018716961,0.0002807442,0.00009513188,0.00017364282,0.000038993046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026466596,0.00007056585,0.000107763204,0.00021916958,0.0002228942,0.00014414392,0.0003207901,0.000047966794,0.000018739962],"category_scores_gemma":[0.00039854678,0.00006431975,0.000039580267,0.00018400002,0.00020503937,0.0007272214,0.00006580378,0.00023281062,0.0000036650013],"study_design_candidate":"observational","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":[0.0019176548,0.0022344964,0.19113761,0.00003376575,0.0009876905,0.000028703429,0.43802068,0.0076986407,0.0030081947,0.10468207,0.005137277,0.24511321],"study_design_scores_gemma":[0.0042876163,0.0003329593,0.5104324,0.00108863,0.0002769389,0.000014052019,0.22308493,0.0018799028,0.00046273874,0.18871282,0.06890759,0.0005194352],"about_ca_topic_score_codex":0.0045062127,"about_ca_topic_score_gemma":0.010970972,"teacher_disagreement_score":0.31929478,"about_ca_system_score_codex":0.0001302376,"about_ca_system_score_gemma":0.00008591143,"threshold_uncertainty_score":0.68120754},"labels":[],"label_agreement":null},{"id":"W4413860871","doi":"10.1007/978-3-031-92766-9_9","title":"Nearly Drowning, Diagnosing Bias: Contemplating Societal Biases","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Psychology; Criminology; Computer security; Forensic engineering; Computer science; Engineering","score_opus":0.10064832395721042,"score_gpt":0.33942916791071687,"score_spread":0.23878084395350646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413860871","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002738168,0.00055482687,0.00014619654,0.00073339086,0.0007422545,0.00035988886,0.000008462724,0.00023889657,0.9969423],"genre_scores_gemma":[0.012598999,0.0003839816,0.00025620565,0.0006004883,0.0004222953,0.000008341883,0.000014303201,0.00002112378,0.9856943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982236,0.00004623003,0.00032831606,0.00043256857,0.0005873033,0.00038196775],"domain_scores_gemma":[0.99865746,0.0007297727,0.00021621393,0.0002112062,0.00008683641,0.00009851442],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047434017,0.00026060903,0.00031753018,0.00014871685,0.0008428613,0.0005017225,0.00046017635,0.00026677913,0.0021516006],"category_scores_gemma":[0.00038342352,0.0002393695,0.00025250582,0.00007968389,0.0005202301,0.0002960218,0.00021835862,0.00024456205,0.00019870873],"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":[0.0000027953986,0.000014486527,0.00044179478,0.000045154047,0.000088284076,0.000022274315,0.004454139,0.000003636386,0.0000016337267,0.82543147,0.124274574,0.045219764],"study_design_scores_gemma":[0.00015232894,0.00002951081,0.000054124106,0.0010956994,0.000087361084,2.0948168e-7,0.005006978,0.000049775903,0.000004750576,0.008484625,0.98459077,0.00044384747],"about_ca_topic_score_codex":0.0011441641,"about_ca_topic_score_gemma":0.0020865328,"teacher_disagreement_score":0.8603162,"about_ca_system_score_codex":0.000090603935,"about_ca_system_score_gemma":0.00022360323,"threshold_uncertainty_score":0.9987606},"labels":[],"label_agreement":null},{"id":"W4413989505","doi":"10.33524/cjar.v25i2.747","title":"Politics of Resilience-Building: Explorations of Community-Based Interventions in Trinidad and Tobago","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","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":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Resilience (materials science); Politics; Psychological intervention; Political science; Psychological resilience; Community resilience; Action research; Sociology; Economic growth; Public administration; Pedagogy; Psychology; Engineering; Social psychology; Law; Economics","score_opus":0.3238652996612451,"score_gpt":0.5041747496799702,"score_spread":0.18030945001872511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413989505","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":[0.9674902,0.00015191996,0.00028508072,0.016388701,0.00012558764,0.00014708487,0.0000034763175,0.0000012528695,0.015406693],"genre_scores_gemma":[0.99831367,0.000051679912,0.00006238534,0.000043094165,0.000016596965,0.000002056153,2.948808e-7,0.0000014635218,0.0015087435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9981394,0.0010838263,0.0002765022,0.000032117205,0.00029262013,0.00017555653],"domain_scores_gemma":[0.9987641,0.00047795783,0.000105223735,0.00012284693,0.00040049633,0.00012940046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00426619,0.000029262063,0.00009147109,0.0009423984,0.0007925415,0.00006460891,0.0004073487,0.00003145865,0.00003283528],"category_scores_gemma":[0.0011033856,0.000023628983,0.00004899873,0.00095128425,0.001052823,0.00016243481,0.000025981159,0.00038185084,4.0904163e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010394845,0.00035479356,0.062666975,0.000516265,0.000091009264,0.000011138053,0.063822016,0.0020388414,0.0012370048,0.8269059,0.0153508205,0.026901288],"study_design_scores_gemma":[0.0017522265,0.0007956808,0.18975098,0.0025663595,0.00007458102,0.0000027504873,0.5872044,0.00025704489,0.0040864153,0.12087324,0.092442125,0.00019419154],"about_ca_topic_score_codex":0.07758875,"about_ca_topic_score_gemma":0.5476754,"teacher_disagreement_score":0.70603263,"about_ca_system_score_codex":0.000153563,"about_ca_system_score_gemma":0.001881015,"threshold_uncertainty_score":0.92855364},"labels":[],"label_agreement":null},{"id":"W4414227275","doi":"10.18438/eblip30723","title":"Crisis Leadership Characteristics Necessary for Public Library Personnel During Natural Disaster Situations Include Emotional Control, Empathy, Collaborative Coordination, and Community Advocacy","year":2025,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","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":true,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Thematic analysis; Focus group; Empathy; Order (exchange); Plan (archaeology); Crisis communication; Natural disaster; Crisis management; Crisis response","score_opus":0.026882042270020855,"score_gpt":0.28842162144040406,"score_spread":0.26153957917038323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414227275","genre_codex":"commentary","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":[0.1842226,0.0017434427,0.00816338,0.7917647,0.0005501565,0.0017310327,0.00014674511,0.00029169922,0.011386248],"genre_scores_gemma":[0.9529951,0.00079630705,0.0008869245,0.043312714,0.00008860058,0.000085454,0.00019577809,0.000006481304,0.0016326035],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.997971,0.0009914603,0.00037469016,0.00015110555,0.0002729342,0.00023878274],"domain_scores_gemma":[0.9958311,0.0033812413,0.00032896866,0.00015986079,0.00018807192,0.00011077269],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00079494,0.00014804631,0.00015985282,0.00029070812,0.002599505,0.0016208426,0.00029132373,0.000087398876,0.00010811113],"category_scores_gemma":[0.003201728,0.00014430036,0.000037119033,0.0007576076,0.00030132142,0.19551866,0.00015365597,0.00031696234,0.0000052263986],"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":[0.00235596,0.00060920033,0.025872463,0.0021609298,0.00026090772,0.0000038696503,0.15158315,0.000068247384,0.0000702137,0.7218464,0.07904022,0.016128458],"study_design_scores_gemma":[0.0018093707,0.00013671184,0.11970056,0.0005583699,0.00012968374,0.0000018095844,0.61293566,0.0046388307,0.00006302029,0.0008704652,0.25876507,0.0003904644],"about_ca_topic_score_codex":0.00001836906,"about_ca_topic_score_gemma":0.0000017948751,"teacher_disagreement_score":0.76877254,"about_ca_system_score_codex":0.000021406751,"about_ca_system_score_gemma":0.00041859708,"threshold_uncertainty_score":0.9994156},"labels":[],"label_agreement":null},{"id":"W4414258464","doi":"10.64628/aam.ps4wt4fv4","title":"Evacuations of Indigenous communities during wildfires must prioritize keeping families together","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Indigenous; Vulnerability (computing); Natural disaster; Vegetation (pathology); Work (physics)","score_opus":0.029691977316765948,"score_gpt":0.32602527788442626,"score_spread":0.29633330056766033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414258464","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":[0.62786525,0.00028217322,0.00016456288,0.0003524158,0.00033525378,0.000458747,0.00001624805,0.000109642926,0.37041572],"genre_scores_gemma":[0.9699298,0.0019581506,0.0007283468,0.00016058884,0.00006516837,0.000048490736,0.000014491252,0.000008068806,0.027086874],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99845684,0.0003328996,0.00032140457,0.00018791942,0.000422538,0.00027838722],"domain_scores_gemma":[0.9990502,0.00020944966,0.0001664121,0.0004159824,0.000118233205,0.000039716495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005395079,0.00016467362,0.00027789178,0.0002792499,0.00067929423,0.00017603813,0.00087896455,0.00016063063,0.00013357945],"category_scores_gemma":[0.0000726456,0.00016311693,0.00012308396,0.00022617546,0.0005167678,0.00015851817,0.0010970919,0.0002983336,0.000006166133],"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":[0.000013337801,0.00019588624,0.06614356,0.0011424117,0.00024634087,0.0000029985006,0.86194277,0.001563329,0.000059179263,0.06138408,0.00024803515,0.0070580817],"study_design_scores_gemma":[0.000377228,0.00002646951,0.14430483,0.001971703,0.0001628754,1.8528836e-7,0.8315284,0.00008009065,0.00018754006,0.010588115,0.0100663565,0.00070618826],"about_ca_topic_score_codex":0.058198687,"about_ca_topic_score_gemma":0.03975451,"teacher_disagreement_score":0.34332883,"about_ca_system_score_codex":0.00008103043,"about_ca_system_score_gemma":0.00040066,"threshold_uncertainty_score":0.97776747},"labels":[],"label_agreement":null},{"id":"W4414306844","doi":"10.1016/j.techsoc.2025.103057","title":"Deciphering technological advancements for efficient disaster management and community resilience","year":2025,"lang":"en","type":"article","venue":"Technology in Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Emergency management; Resilience (materials science); Preparedness; Big data; Community resilience; Vulnerability (computing); Risk management; Vulnerability assessment; Supply chain","score_opus":0.015064303711418708,"score_gpt":0.3263578446472102,"score_spread":0.3112935409357915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414306844","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":[0.9508087,0.00037205566,0.019083867,0.0037213943,0.00013889985,0.0010036563,0.0000017684938,0.0003368939,0.024532733],"genre_scores_gemma":[0.98681045,0.00026348472,0.009436955,0.00020727907,0.000005246214,0.00023738493,8.9682277e-7,0.0000046354344,0.0030336508],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988707,0.00008008384,0.0001994089,0.00028240262,0.0001460691,0.0004213531],"domain_scores_gemma":[0.9994422,0.00014606483,0.00004842564,0.00031192784,0.000026932496,0.000024413355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010124708,0.00011537953,0.00015676883,0.0001388403,0.0009060632,0.00003835997,0.0006313472,0.00021189939,0.000006810427],"category_scores_gemma":[0.00012830696,0.00010920315,0.00005029164,0.0009947394,0.0018215964,0.00007290252,0.00061817904,0.00034119605,0.0000026040138],"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":[0.00003475028,0.0005689761,0.06486134,0.00021510076,0.0000696734,0.0000042110914,0.008657194,0.00019670045,0.00040871595,0.7697839,0.001420914,0.15377848],"study_design_scores_gemma":[0.0028169192,0.00016742533,0.031684767,0.0005521844,0.0000772801,7.1573004e-7,0.5632136,0.0017477769,0.00048525666,0.22990955,0.16869313,0.0006514073],"about_ca_topic_score_codex":0.00003056104,"about_ca_topic_score_gemma":0.00012570465,"teacher_disagreement_score":0.55455637,"about_ca_system_score_codex":0.00013319246,"about_ca_system_score_gemma":0.000015670472,"threshold_uncertainty_score":0.69687974},"labels":[],"label_agreement":null},{"id":"W4414355576","doi":"10.28924/2291-8639-23-2025-227","title":"Numerical Analysis of a SEIHRD Model for a Hypothetical Ebola Outbreak During the 2025 Hajj Season in Saudi Arabia","year":2025,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Outbreak; Hajj; Epidemiology; Isolation (microbiology); Destinations; Disease","score_opus":0.01674640098126502,"score_gpt":0.3416098812034887,"score_spread":0.32486348022222367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414355576","genre_codex":"methods","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":[0.39752057,0.00033786727,0.5839733,0.0093172,0.000060164362,0.0003176976,0.00003162424,0.000006629269,0.008434942],"genre_scores_gemma":[0.9969691,0.00019030955,0.00074977387,0.00011526083,0.000040365398,0.00003141014,0.0000031951715,0.00000172594,0.0018988755],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990314,0.00004724046,0.00037765416,0.00012155305,0.0003274471,0.00009466383],"domain_scores_gemma":[0.99915224,0.00016643113,0.00022676143,0.00010021581,0.00031392623,0.000040435898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004349924,0.000056983936,0.00023176752,0.0007357158,0.00012137275,0.00007967289,0.00042973662,0.0000310106,0.000019779876],"category_scores_gemma":[0.00006776171,0.000041362422,0.00032249358,0.0016098104,0.0001393953,0.000089707064,0.000045099998,0.000070259266,3.2480796e-7],"study_design_candidate":"observational","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":[0.00025280897,0.001167168,0.40567937,0.00004005631,0.01581551,0.0000025670754,0.0046331785,0.18852466,0.00056867854,0.31019875,0.0005268075,0.072590426],"study_design_scores_gemma":[0.0007076768,0.000019794043,0.39420503,0.000063477506,0.0072501665,6.881322e-7,0.0038957882,0.56082886,0.00007625532,0.022714166,0.010063582,0.00017447582],"about_ca_topic_score_codex":0.00024167473,"about_ca_topic_score_gemma":0.00095124973,"teacher_disagreement_score":0.5994485,"about_ca_system_score_codex":0.00005170065,"about_ca_system_score_gemma":0.00009926009,"threshold_uncertainty_score":0.16867107},"labels":[],"label_agreement":null},{"id":"W4414371266","doi":"10.1007/s11069-025-07679-1","title":"Correction: Short-term natural disaster impacts on transportation infrastructure: a systematic review","year":2025,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Natural hazard; Natural disaster; Natural (archaeology); Emergency management; Poison control","score_opus":0.006634338486061027,"score_gpt":0.30530050185815366,"score_spread":0.2986661633720926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414371266","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":[0.54339534,0.089692034,0.00024215362,0.011422359,0.055759374,0.010736855,0.000034341614,0.0011015764,0.28761595],"genre_scores_gemma":[0.975455,0.0010061964,0.000014885416,0.0017734461,0.0001288757,0.000034656663,0.000027106898,0.000007285921,0.021552572],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982681,0.00016933266,0.0003574814,0.00028250253,0.0006081427,0.00031442157],"domain_scores_gemma":[0.9993725,0.000113129325,0.00009696781,0.00023656449,0.000108200045,0.00007267379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034400288,0.00018781706,0.000356881,0.00011982001,0.0003348573,0.00014101842,0.00036688944,0.00008866279,0.00009065176],"category_scores_gemma":[0.00029105158,0.00013416719,0.00016835147,0.0006758758,0.00013827509,0.0003754935,0.000012900853,0.00031031066,0.000032049727],"study_design_candidate":"systematic_review","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":[0.00041480822,0.0004010884,0.00862509,0.25821975,0.0008478801,0.00011755258,0.03287725,0.00006430112,0.0006279164,0.054816905,0.5209768,0.12201069],"study_design_scores_gemma":[0.0022852337,0.0003906837,0.4724417,0.4699281,0.0031953007,0.000012067702,0.015962714,0.0012408788,0.0004495574,0.002035419,0.029348902,0.002709459],"about_ca_topic_score_codex":0.0000466949,"about_ca_topic_score_gemma":0.0008027713,"teacher_disagreement_score":0.49162784,"about_ca_system_score_codex":0.00017351867,"about_ca_system_score_gemma":0.0001033759,"threshold_uncertainty_score":0.5471179},"labels":[],"label_agreement":null},{"id":"W4414391657","doi":"10.3126/fwr.v3i1.84678","title":"Disaster Awareness and Risk Reduction Knowledge among School Students in Beemdatt Municipality, Nepal","year":2025,"lang":"en","type":"article","venue":"Far Western Review","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":"Western University","funders":"","keywords":"Safeguarding; Government (linguistics); Preparedness; Natural disaster; Disaster risk reduction; Sample (material); Knowledge level; Disaster preparedness; Simple random sample","score_opus":0.02675929668921583,"score_gpt":0.40214636487703864,"score_spread":0.3753870681878228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414391657","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":[0.9339965,0.04215067,0.000036347214,0.0003647488,0.00048272783,0.0008524658,0.0000027160718,0.00003950531,0.022074297],"genre_scores_gemma":[0.7910626,0.1806759,0.000015705109,0.00025297792,0.00009394296,0.00008594028,0.000005810934,0.000008790209,0.027798375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825495,0.0005843104,0.00032321352,0.00032522823,0.00025552727,0.00025675146],"domain_scores_gemma":[0.9994537,0.000038035134,0.000103429404,0.0002783178,0.00003717859,0.00008930427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011730518,0.00012992097,0.00028312093,0.000098432654,0.00025140596,0.0001769867,0.0005086002,0.000057113648,0.00005791873],"category_scores_gemma":[0.00011740181,0.000113222566,0.000053820553,0.00051800424,0.00024702068,0.00038767452,0.00038994834,0.00014712662,0.00008136085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030818746,0.0000830954,0.95974505,0.00074766175,0.000018883175,0.0000016640622,0.0023773,6.2395293e-7,6.387415e-7,0.00054992887,0.0006960186,0.035776045],"study_design_scores_gemma":[0.0002761503,0.000012311451,0.79804325,0.004818486,0.00011501682,2.3115271e-7,0.0026220514,0.0000060741727,6.4179136e-7,0.00021065249,0.19373213,0.00016301114],"about_ca_topic_score_codex":0.0035045824,"about_ca_topic_score_gemma":0.023939198,"teacher_disagreement_score":0.19303611,"about_ca_system_score_codex":0.000064150234,"about_ca_system_score_gemma":0.00005736031,"threshold_uncertainty_score":0.9938714},"labels":[],"label_agreement":null},{"id":"W4414393218","doi":"10.1080/07078552.2025.2475668","title":"Essentiality during the COVID-19 pandemic: essential to what?","year":2025,"lang":"en","type":"article","venue":"Studies in Political Economy","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":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Key (lock); Government (linguistics); Action (physics)","score_opus":0.06890313109112907,"score_gpt":0.43902338895057347,"score_spread":0.3701202578594444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414393218","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":[0.19103648,0.00065625994,0.00038154647,0.115227714,0.0019464147,0.0006857106,0.0000026650548,0.000089333276,0.6899739],"genre_scores_gemma":[0.98230255,0.00014995062,0.000014123015,0.0105224205,0.00023966034,0.000078102064,3.2089804e-7,0.0000028134652,0.0066900817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862725,0.00018230692,0.0002422472,0.00027190536,0.000107384185,0.00056890637],"domain_scores_gemma":[0.9991608,0.00042282997,0.00002506826,0.0001930612,0.000034508506,0.00016370429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007041108,0.00009300662,0.00017589709,0.000085607564,0.0006387835,0.00019096927,0.00039992828,0.00003961884,0.00008934032],"category_scores_gemma":[0.0007044802,0.000071346214,0.0000557651,0.00028444122,0.0012732776,0.00027546872,0.00044685593,0.00010139612,0.000038928523],"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":[0.000009455773,0.000025704834,0.023552444,0.000074036034,0.00003677627,0.000005498294,0.006703251,0.000012148701,0.0000011299022,0.96720755,0.0020529316,0.00031909347],"study_design_scores_gemma":[0.00041177147,0.00000879056,0.0060576336,0.00005935374,0.000027896496,6.321868e-7,0.21103878,0.0000065602917,0.00001593405,0.26853582,0.5136409,0.00019594442],"about_ca_topic_score_codex":0.0008686518,"about_ca_topic_score_gemma":0.004361043,"teacher_disagreement_score":0.791266,"about_ca_system_score_codex":0.00043411285,"about_ca_system_score_gemma":0.000153621,"threshold_uncertainty_score":0.4913071},"labels":[],"label_agreement":null},{"id":"W4414654492","doi":"10.20965/jdr.2025.p0598","title":"Multi-Sensing Data-Based Estimation of Isolated Settlements During Disasters: A Case Study Using the 2024 Noto Peninsula Earthquake","year":2025,"lang":"en","type":"article","venue":"Journal of Disaster Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Council for Science, Technology and Innovation; Swine Innovation Porc","keywords":"Estimation; Human settlement; Peninsula; Process (computing); Emergency management; Settlement (finance); Event (particle physics)","score_opus":0.18155618683587824,"score_gpt":0.48533175092529535,"score_spread":0.3037755640894171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414654492","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":[0.9922726,0.000072171555,0.0054547475,0.0005490225,0.00034259527,0.0007716156,0.0000090909725,0.0000068176114,0.0005213426],"genre_scores_gemma":[0.99741155,0.0000045749903,0.0012630994,0.000020623233,0.000078669946,0.0000017743492,0.0000015860999,0.000010447161,0.0012076645],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9959545,0.001312904,0.00067542994,0.0002561777,0.0013702604,0.00043068934],"domain_scores_gemma":[0.99820966,0.00036879795,0.00030939613,0.0005481827,0.00046282212,0.000101122925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046653403,0.00012612864,0.00024785413,0.00053417997,0.0008646837,0.00040731218,0.00093097537,0.00004802388,0.000051781928],"category_scores_gemma":[0.00050270744,0.000087795495,0.00007974866,0.0012144549,0.0004762742,0.000729962,0.00054569857,0.00042223264,0.0000045700785],"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":[0.003294944,0.008493791,0.2002547,0.0015987096,0.002322483,0.01014483,0.6055404,0.050958574,0.011581579,0.00022841894,0.0033869275,0.10219466],"study_design_scores_gemma":[0.0036390813,0.00038682172,0.007868414,0.0009723946,0.00024690738,0.0000779469,0.72859967,0.2572389,0.00017232554,0.000073516276,0.0004934176,0.0002306366],"about_ca_topic_score_codex":0.0012319996,"about_ca_topic_score_gemma":0.00187251,"teacher_disagreement_score":0.20628032,"about_ca_system_score_codex":0.00013256745,"about_ca_system_score_gemma":0.0003550475,"threshold_uncertainty_score":0.66505355},"labels":[],"label_agreement":null},{"id":"W4414916126","doi":"10.1111/jfr3.70117","title":"Anticipatory Action in River Flooding Risk Management in Nigeria: An Assessment of Community‐Level Implementation","year":2025,"lang":"en","type":"article","venue":"Journal of Flood Risk Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Foreign, Commonwealth and Development Office; International Development Research Centre","keywords":"Flood myth; Damages; Preparedness; Community resilience; Flooding (psychology); Action (physics); Resilience (materials science); Psychological resilience; Vulnerability (computing)","score_opus":0.055659959574591425,"score_gpt":0.44193711823058573,"score_spread":0.3862771586559943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414916126","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":[0.9619644,0.00012096541,0.004962791,0.00015901803,0.0008993437,0.0007080168,0.000006462937,0.000013879634,0.031165065],"genre_scores_gemma":[0.9877573,0.0060445396,0.0055664037,0.00006566624,0.00005017918,0.000020253734,0.0000038672365,0.000009669566,0.00048208665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99607885,0.0015844674,0.0010081452,0.00018278582,0.0007674147,0.00037834822],"domain_scores_gemma":[0.99852276,0.000090715155,0.0008922565,0.00032007747,0.00010026163,0.00007393896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005406781,0.00017553226,0.00035675624,0.0013740679,0.00038235143,0.00009985384,0.00070101215,0.00006395653,0.000059457292],"category_scores_gemma":[0.000028488817,0.00017117425,0.000119527125,0.0010197817,0.00015121039,0.0008227571,0.00027215504,0.00048736235,0.000002262351],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012419357,0.001852332,0.531126,0.0003773758,0.00065478665,0.00007425218,0.026186094,0.006103055,0.000034511413,0.024324173,0.0011479715,0.40799522],"study_design_scores_gemma":[0.00241175,0.0001565456,0.8023736,0.00023678866,0.00027757295,2.3119479e-7,0.18424854,0.0002818386,0.00003712308,0.006286248,0.0035306346,0.0001591254],"about_ca_topic_score_codex":0.0024863589,"about_ca_topic_score_gemma":0.01650226,"teacher_disagreement_score":0.4078361,"about_ca_system_score_codex":0.00047133665,"about_ca_system_score_gemma":0.000069721944,"threshold_uncertainty_score":0.9208648},"labels":[],"label_agreement":null},{"id":"W4414944720","doi":"10.1139/cjfr-2025-0209","title":"Fire regime changes in Canada: an update","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Natural Resources Canada; Thompson Rivers University; Alberta Ministry of Agriculture and Forestry; Ontario Forest Research Institute; Canadian Forest Service","funders":"","keywords":"Climate change; Trend analysis; Fire regime; Fire history; Vegetation (pathology)","score_opus":0.04870184953650493,"score_gpt":0.35469381651951004,"score_spread":0.3059919669830051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414944720","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":[0.9112674,0.0005794518,0.0000024986832,0.025093868,0.0003658609,0.00012890152,0.000002294764,0.0000015822355,0.06255814],"genre_scores_gemma":[0.99196327,0.00016329689,0.000015833173,0.00024001417,0.00011855069,0.0000024030344,7.9094224e-7,0.0000035980697,0.0074922703],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982897,0.0003011286,0.00016167409,0.00010678226,0.0005179666,0.0006227154],"domain_scores_gemma":[0.9989113,0.00007909814,0.000042961554,0.00013896181,0.00026310488,0.0005645277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019957214,0.000051877603,0.00011407596,0.00060738466,0.00040276485,0.00014749357,0.0007967594,0.000039813036,0.00022908254],"category_scores_gemma":[0.00034449963,0.00004729525,0.000019305378,0.0010003652,0.00031809133,0.00022322097,0.000024918043,0.0003271391,0.0000059164695],"study_design_candidate":"observational","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":[0.000019929097,0.0000150000715,0.80203384,0.000020717644,0.000017353821,0.0009237638,0.004235015,0.00011491326,0.000003441009,0.05554856,0.09278293,0.044284508],"study_design_scores_gemma":[0.00022839957,0.000060539005,0.39482474,0.00017946365,0.0000038580874,0.0000018705566,0.023561956,0.000050691364,0.000009462067,0.0057359478,0.5752514,0.00009168836],"about_ca_topic_score_codex":0.99512434,"about_ca_topic_score_gemma":0.99999607,"teacher_disagreement_score":0.48246846,"about_ca_system_score_codex":0.001385246,"about_ca_system_score_gemma":0.023545282,"threshold_uncertainty_score":0.98199034},"labels":[],"label_agreement":null},{"id":"W4414991109","doi":"10.37002/biodiversidadebrasileira.v9i1.1227","title":"Global cooperation in fire management","year":2019,"lang":"en","type":"article","venue":"Biodiversidade Brasileira","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":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Livelihood; Fire protection; Risk management; Information sharing; International community; Flammable liquid; Firefighting; Documentation; Disaster risk reduction","score_opus":0.013109030900359728,"score_gpt":0.272348944679466,"score_spread":0.25923991377910627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414991109","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":[0.6546738,0.000033576383,0.0000142226445,0.00032778608,0.0003334841,0.00032107384,0.000004898386,0.000043005268,0.34424815],"genre_scores_gemma":[0.9875082,0.000047322592,0.0001073576,0.00027789184,0.00003639529,0.0000043357304,0.0000065778836,0.0000019790014,0.012009989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990855,0.000060620747,0.00009950613,0.00022678079,0.00027758797,0.00025000243],"domain_scores_gemma":[0.99975413,0.00001039898,0.000031109066,0.00013255743,0.00001724269,0.000054535296],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016880498,0.00007601241,0.00007944996,0.000055280718,0.00013919815,0.000114504146,0.00029399642,0.000053969074,0.0008497771],"category_scores_gemma":[0.000008018538,0.00007672161,0.000033818018,0.00048932165,0.00008788264,0.0003136544,0.00009962707,0.000033598353,0.0017257357],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019105804,0.00006836597,0.9202241,0.00002188976,0.000011799693,0.00002242241,0.0018449028,0.000091887385,0.0000086696755,0.055324946,0.012034804,0.010327166],"study_design_scores_gemma":[0.00070208486,0.00003267343,0.88474596,0.000036621255,0.000011036076,1.8969271e-7,0.013831515,0.00008555119,0.000004841585,0.00014215495,0.10020096,0.00020640207],"about_ca_topic_score_codex":0.00067014154,"about_ca_topic_score_gemma":0.0005679171,"teacher_disagreement_score":0.33283436,"about_ca_system_score_codex":0.00013972445,"about_ca_system_score_gemma":0.000023368268,"threshold_uncertainty_score":0.9990515},"labels":[],"label_agreement":null},{"id":"W4415016853","doi":"10.1016/j.nhres.2025.10.002","title":"From ethical dilemmas to ethical cascading failure in disaster evacuation planning","year":2025,"lang":"en","type":"article","venue":"Natural Hazards Research","topic":"Disaster Management and Resilience","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":"Transport Canada","funders":"Australian Research Council; University of New South Wales","keywords":"Autonomy; Equity (law); Balance (ability); Cascading failure; Emergency management; Poison control","score_opus":0.06411371438059428,"score_gpt":0.4873282078556865,"score_spread":0.4232144934750922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415016853","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":[0.83598506,0.00016582446,0.00024554724,0.10590228,0.00057067216,0.0005921766,0.0000042422753,0.00005804845,0.056476172],"genre_scores_gemma":[0.988328,0.000009820923,0.00034650075,0.0012511305,0.00033913399,0.00004136548,0.000009427248,0.00000732708,0.009667339],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99558747,0.001229544,0.0002425889,0.00047573942,0.0017386855,0.00072598335],"domain_scores_gemma":[0.9981127,0.0012659881,0.000020728554,0.00021742542,0.00022657622,0.00015662826],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004253482,0.000112659145,0.00017630914,0.0005321315,0.000599337,0.00039193226,0.0007062807,0.0006361547,0.00018773283],"category_scores_gemma":[0.0031729536,0.0000962134,0.00005515967,0.0018054886,0.00038191277,0.00020501133,0.0004496939,0.0035793716,0.0001429564],"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":[0.00068557623,0.0001612059,0.031077547,0.00013258778,0.00008751035,0.0002264311,0.25936124,0.00037451443,0.0059047304,0.23252901,0.24838491,0.22107473],"study_design_scores_gemma":[0.0018836785,0.00017442444,0.1213607,0.0021176853,0.000027348317,6.030548e-7,0.15884177,0.009083364,0.000652441,0.05654126,0.6483949,0.0009218632],"about_ca_topic_score_codex":0.0037693211,"about_ca_topic_score_gemma":0.010285309,"teacher_disagreement_score":0.40000996,"about_ca_system_score_codex":0.00034833234,"about_ca_system_score_gemma":0.00027888402,"threshold_uncertainty_score":0.9987194},"labels":[],"label_agreement":null},{"id":"W4415170869","doi":"10.1051/e3sconf/202565103001","title":"Why Aren’t There More Cooperative Housing Construction Projects? An Analysis of Responsibility Framing in Post-Disaster Housing Recovery in Türkiye","year":2025,"lang":"en","type":"article","venue":"E3S Web of Conferences","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":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Framing (construction); Acknowledgement; Hegemony; Corporate governance; Narrative; Economic shortage","score_opus":0.02358508463762045,"score_gpt":0.3207464021114489,"score_spread":0.29716131747382846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415170869","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":[0.97836006,0.00009146096,0.00025099094,0.0004645956,0.0001559574,0.00033526807,0.000010744389,0.000018622764,0.02031229],"genre_scores_gemma":[0.9994469,0.000045027202,0.00026447242,0.000098358374,0.0000119117385,0.0000071496875,0.000006197823,0.0000034081113,0.00011651784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978428,0.0007838869,0.00047169338,0.00035122538,0.00032010622,0.00023028994],"domain_scores_gemma":[0.99899733,0.0003070773,0.00022507575,0.00021367005,0.00022654173,0.000030306212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001258915,0.00012822016,0.00041833622,0.0009524076,0.00012184518,0.000105823914,0.0002892353,0.000105724255,0.00013868224],"category_scores_gemma":[0.0004108495,0.00011470122,0.0000787018,0.0021615296,0.00083816156,0.0005872946,0.000071546994,0.00012410038,3.200296e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056303904,0.00019821299,0.9306358,0.00006172216,0.0001645291,0.000004347876,0.036195133,0.001710651,0.0015294044,0.008341282,0.0000115022785,0.020584395],"study_design_scores_gemma":[0.0004319589,0.00014609827,0.573008,0.00044653108,0.0001622865,5.0244754e-8,0.41879785,0.004869478,0.0007843248,0.0008621878,0.00027444988,0.0002167687],"about_ca_topic_score_codex":0.01048938,"about_ca_topic_score_gemma":0.13718453,"teacher_disagreement_score":0.3826027,"about_ca_system_score_codex":0.00008293873,"about_ca_system_score_gemma":0.0013019057,"threshold_uncertainty_score":0.9960998},"labels":[],"label_agreement":null},{"id":"W4415223752","doi":"10.1016/j.scs.2025.106902","title":"Assessing the impact and equitability of governance mechanisms for seismic resilience enhancement","year":2025,"lang":"en","type":"article","venue":"Sustainable Cities and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Accountability; Socioeconomic status; Corporate governance; Incentive; Equity (law); Psychological resilience; Property rights; Quality (philosophy)","score_opus":0.010243596042178529,"score_gpt":0.3360227892186209,"score_spread":0.3257791931764424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415223752","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":[0.91189945,0.0019363294,0.05067517,0.0029032954,0.00012066137,0.00095027924,0.000006288169,0.000022728093,0.03148581],"genre_scores_gemma":[0.9752177,0.0006838904,0.00042743114,0.00018619854,0.000018324024,0.000035909365,5.6481497e-7,0.0000026686148,0.02342734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990833,0.000059769758,0.00014117606,0.00018935406,0.0001716138,0.00035483137],"domain_scores_gemma":[0.99940544,0.00022722119,0.000082938815,0.00012509187,0.00012802052,0.000031274627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012476722,0.00008272929,0.00013202272,0.000009940645,0.0010980349,0.0002489589,0.0001753015,0.000045134682,0.000014164059],"category_scores_gemma":[0.0001307276,0.000057076497,0.00008270544,0.00019174373,0.0007988896,0.00039569265,0.00017378041,0.00005351019,4.9805756e-8],"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":[0.0000149578855,0.000041232066,0.0015940029,0.0007306364,0.000050659633,3.918823e-7,0.03587998,0.00008365321,0.00019793594,0.94543064,0.004440953,0.01153494],"study_design_scores_gemma":[0.00025838555,0.00006300967,0.012053652,0.00005930733,0.000028644457,6.4252724e-8,0.789821,0.0018098754,0.00023637965,0.18329094,0.012268936,0.00010976563],"about_ca_topic_score_codex":0.001445207,"about_ca_topic_score_gemma":0.000026325111,"teacher_disagreement_score":0.7621397,"about_ca_system_score_codex":0.00012162849,"about_ca_system_score_gemma":0.00022019506,"threshold_uncertainty_score":0.84453076},"labels":[],"label_agreement":null},{"id":"W4415285868","doi":"10.1177/27541258251388091","title":"Working with/in crises: More questions than answers?","year":2025,"lang":"en","type":"article","venue":"Dialogues in Urban Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; Hegemony; Juncture; Frame (networking); Nationalism; Neoliberalism (international relations)","score_opus":0.1289515315100249,"score_gpt":0.41995893036288057,"score_spread":0.29100739885285565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415285868","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":[0.36003512,0.0010604695,0.00007835259,0.0056467107,0.000397466,0.0006803602,0.0000014939254,0.00006354871,0.6320365],"genre_scores_gemma":[0.9764829,0.0002285991,0.000090119276,0.00007258202,0.00009067092,0.00008261723,0.0000046754444,0.0000056985064,0.022942109],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978133,0.00052885636,0.00015450447,0.000303159,0.0005955363,0.0006046518],"domain_scores_gemma":[0.99923754,0.0003784214,0.000017127297,0.00022971178,0.000074588716,0.00006264041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001964245,0.00007640257,0.00012170169,0.00074482756,0.00039834384,0.0001958036,0.00059817254,0.00007481399,0.000034704986],"category_scores_gemma":[0.00044939588,0.00006711141,0.000024590821,0.0024785784,0.00090921274,0.00018883085,0.00015922023,0.00035443992,0.000030672298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004428237,0.00013823947,0.84004176,0.000021494592,0.000007620882,0.00006178353,0.03656272,0.000034625617,0.000007805952,0.10743824,0.009150748,0.0064906753],"study_design_scores_gemma":[0.0009377543,0.00010230685,0.5842565,0.0013634078,0.000008962935,1.6214442e-7,0.14186773,0.00023171795,0.000028779781,0.0237995,0.24703993,0.0003632936],"about_ca_topic_score_codex":0.0075146533,"about_ca_topic_score_gemma":0.07687848,"teacher_disagreement_score":0.6164478,"about_ca_system_score_codex":0.00018044081,"about_ca_system_score_gemma":0.00023109975,"threshold_uncertainty_score":0.99909437},"labels":[],"label_agreement":null},{"id":"W4415371159","doi":"10.5194/ica-adv-5-11-2025","title":"Disruptive Innovation: The Lasting Outcomes of Participatory Mapping and Volunteered Geographic Information in Nepal’s Post-Earthquake Recovery","year":2025,"lang":"en","type":"article","venue":"Advances in Cartography and GIScience of the ICA","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Volunteered geographic information; Citizen journalism; Empowerment; Crowdsourcing; Participatory GIS; Citizen science; Digital mapping; Digital Revolution; Production (economics)","score_opus":0.011305849793865756,"score_gpt":0.2899685633639618,"score_spread":0.2786627135700961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415371159","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":[0.99040395,0.000775383,0.00009767768,0.0013500892,0.00020935237,0.00023590808,0.0000039390993,0.0000052961045,0.006918416],"genre_scores_gemma":[0.99914014,0.000524678,0.00009418426,0.00018324541,0.000003970474,0.000013377338,4.3028578e-7,7.7227196e-7,0.000039204653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991025,0.00009547452,0.00030072549,0.00011168818,0.00022514789,0.00016448439],"domain_scores_gemma":[0.9993769,0.00024164417,0.00016988824,0.0001201267,0.00007916346,0.000012309419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091921596,0.0000625941,0.00011995095,0.00037767622,0.0002559807,0.00003975486,0.00026420236,0.000026177682,0.0000015180201],"category_scores_gemma":[0.00033451853,0.000038639926,0.000033358803,0.0026153217,0.0014897174,0.0010327629,0.00011858181,0.00007918322,6.3007995e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001064381,0.000015392403,0.9142873,0.000038599308,0.000005286941,1.04060426e-7,0.011102499,0.0001868384,0.000038673814,0.030440379,0.0000047839526,0.043869495],"study_design_scores_gemma":[0.00014488485,0.000020745949,0.9576451,0.00014841,0.000005826716,6.497402e-8,0.030635737,0.00012024968,0.000022887178,0.0080300905,0.0031733138,0.00005264374],"about_ca_topic_score_codex":0.00037574835,"about_ca_topic_score_gemma":0.0028664526,"teacher_disagreement_score":0.043816853,"about_ca_system_score_codex":0.0000059327363,"about_ca_system_score_gemma":0.00003896311,"threshold_uncertainty_score":0.5488926},"labels":[],"label_agreement":null},{"id":"W4415457080","doi":"10.3389/frsc.2025.1656725","title":"From “build back the same” to transformative recovery: enablers and barriers for climate-focused pathways in post-disaster case studies across Europe","year":2025,"lang":"en","type":"article","venue":"Frontiers in Sustainable Cities","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":"Université de Montréal","funders":"HORIZON EUROPE Marie Sklodowska-Curie Actions; H2020 Marie Skłodowska-Curie Actions","keywords":"Transformative learning; Technocracy; Resilience (materials science); Psychological resilience; Sustainability; Mindset","score_opus":0.01488573059058096,"score_gpt":0.290874315454936,"score_spread":0.27598858486435507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415457080","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":[0.9711298,0.0020693992,0.0011328426,0.0046166377,0.0009941552,0.0021701918,0.00017173511,0.000039956176,0.017675316],"genre_scores_gemma":[0.9611275,0.0015380107,0.0012936377,0.0024194599,0.00010015188,0.00045651873,0.000011102048,0.00002901297,0.033024613],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99785155,0.0002871557,0.0003444087,0.00037060468,0.00019325897,0.0009530176],"domain_scores_gemma":[0.99908584,0.00034821435,0.000065069114,0.00019924804,0.00020782459,0.000093784765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012675063,0.00021146945,0.00036072734,0.00025308615,0.0009553107,0.00037812127,0.00037288776,0.000083390914,0.000017329146],"category_scores_gemma":[0.00068978727,0.00016688924,0.00006123439,0.0008500811,0.0008838074,0.0008332697,0.00022330797,0.00014669908,0.0000018788237],"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":[0.00051593716,0.000028374485,0.007219237,0.00050265883,0.00013164793,0.00021502029,0.9306166,0.00041383726,0.000002832959,0.0116992,0.037352726,0.011301887],"study_design_scores_gemma":[0.00075437274,0.00007371392,0.000464473,0.00010460346,0.000021679789,4.027746e-7,0.91377866,0.000076048695,0.00001425268,0.010500671,0.07401685,0.00019428029],"about_ca_topic_score_codex":0.003011572,"about_ca_topic_score_gemma":0.005943158,"teacher_disagreement_score":0.03666412,"about_ca_system_score_codex":0.00033826253,"about_ca_system_score_gemma":0.00019269672,"threshold_uncertainty_score":0.7347574},"labels":[],"label_agreement":null},{"id":"W4415578890","doi":"10.1093/eurpub/ckaf161.505","title":"Cross national insights into pandemic preparedness from the iCARE study","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","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":true,"ca_institutions":"Université du Québec à Montréal; Centres Intégré Universitaires de Santé et de Services Sociaux; Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Pandemic; Preparedness; Psychological intervention; Public health; Data collection; Coronavirus disease 2019 (COVID-19); Presentation (obstetrics); Social distance","score_opus":0.08671306179219547,"score_gpt":0.40702160608354043,"score_spread":0.320308544291345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415578890","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":[0.8916803,0.00075905246,0.00193966,0.014582527,0.0011048986,0.00024920813,0.0000017132808,0.000027046657,0.0896556],"genre_scores_gemma":[0.9954688,0.000118580836,0.000049466355,0.0016553357,0.00046063322,9.773554e-7,0.0000013704251,0.000005267599,0.0022395612],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9932078,0.005081453,0.0005064051,0.0001516981,0.0008124346,0.00024019087],"domain_scores_gemma":[0.9987491,0.00021843784,0.00032954352,0.00013660114,0.00040308357,0.00016326946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011180235,0.00007140042,0.00013360164,0.00010771414,0.0008619829,0.00043759667,0.00097337645,0.00001190739,0.00006307671],"category_scores_gemma":[0.0008309077,0.000044880966,0.000055507306,0.00048251537,0.00021638218,0.00041961978,0.00014546141,0.00020571762,0.000018935016],"study_design_candidate":"observational","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":[0.00001400647,0.0004672728,0.26973838,0.000015079675,0.00014385108,0.000029944486,0.4860393,0.000036396308,0.0000031639904,0.010758848,0.030264955,0.20248877],"study_design_scores_gemma":[0.00045512684,0.000095132855,0.49028847,0.00004327149,0.0000052103355,3.256304e-7,0.09076783,0.000007154621,8.794107e-8,0.00089675764,0.41738945,0.000051167513],"about_ca_topic_score_codex":0.0004558092,"about_ca_topic_score_gemma":0.0016242088,"teacher_disagreement_score":0.39527148,"about_ca_system_score_codex":0.00023477095,"about_ca_system_score_gemma":0.0014801419,"threshold_uncertainty_score":0.6629762},"labels":[],"label_agreement":null},{"id":"W4415578923","doi":"10.1093/eurpub/ckaf161.506","title":"From behavioural data to policy: How iCARE informed Canada’s pandemic preparedness response","year":2025,"lang":"en","type":"article","venue":"European Journal of Public Health","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":true,"ca_institutions":"Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centres Intégré Universitaires de Santé et de Services Sociaux; Université du Québec à Montréal","funders":"","keywords":"Context (archaeology); Pandemic; Agency (philosophy); Preparedness; Public health; Data collection; Resilience (materials science); Psychological resilience; Coronavirus disease 2019 (COVID-19)","score_opus":0.18609410304332702,"score_gpt":0.40342899806095167,"score_spread":0.21733489501762465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415578923","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":[0.6395482,0.000187796,0.0016766145,0.3384535,0.0013592065,0.00026612254,0.00011556577,0.000036899022,0.018356094],"genre_scores_gemma":[0.98588747,0.00007474552,0.00034814616,0.004813311,0.0004361903,5.141416e-7,0.000016621127,0.000009077391,0.008413922],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941844,0.0039060463,0.00047776356,0.00020273012,0.0006953181,0.00053379254],"domain_scores_gemma":[0.9981134,0.00020691716,0.00034434968,0.0004533471,0.00020052637,0.0006814622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010368176,0.00010122184,0.00020852369,0.00039150572,0.00039345707,0.00037600478,0.0019802677,0.000017279579,0.000036754125],"category_scores_gemma":[0.0036063534,0.000085680884,0.000035273384,0.00081633014,0.00010275683,0.000682588,0.00043655405,0.00020210976,0.0000056906615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010404711,0.00006281594,0.022285901,0.000023751165,0.00006381586,0.00010548019,0.069988176,0.000007291673,0.000015117471,0.0009172555,0.66094285,0.2454835],"study_design_scores_gemma":[0.0002804353,0.00006547536,0.15508182,0.000084512096,0.00000609874,0.0000013259393,0.04219831,0.0000036835818,2.3891727e-7,0.000012831188,0.80219024,0.00007501425],"about_ca_topic_score_codex":0.25208426,"about_ca_topic_score_gemma":0.6367202,"teacher_disagreement_score":0.3846359,"about_ca_system_score_codex":0.0009495697,"about_ca_system_score_gemma":0.025324933,"threshold_uncertainty_score":0.9802006},"labels":[],"label_agreement":null},{"id":"W4415586976","doi":"10.21083/crrf.v33i1.7832","title":"Dealing with Extreme Weather Events in Peripheral Regions: Is Smaller Better? | Faire Face Aux Evénements Climatiques Extrêmes en Région Périphérique: Petit, C'est Mieux?","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","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":"Université du Québec à Rimouski","funders":"","keywords":"Extreme weather; Face (sociological concept); Weather station; Climate change; Weather patterns","score_opus":0.019903284308793533,"score_gpt":0.27848652704215004,"score_spread":0.25858324273335653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415586976","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":[0.8807284,0.00077334815,0.00093768636,0.063861735,0.0007498152,0.0038376465,0.000013284939,0.00007417787,0.049023885],"genre_scores_gemma":[0.9757976,0.00096084276,0.00021432136,0.0008734068,0.00007754671,0.00007700721,0.000026725524,0.000032446595,0.021940123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718064,0.00010418012,0.0007994967,0.0005373466,0.00077518774,0.00060315785],"domain_scores_gemma":[0.9982617,0.000033165543,0.0007050256,0.00021032259,0.0006105351,0.00017925387],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007702087,0.00038541888,0.0003769344,0.00050339894,0.0010659036,0.00047280075,0.0008988354,0.00022713847,0.00026852728],"category_scores_gemma":[0.0002704413,0.00032356585,0.00013865213,0.0016629272,0.00038592462,0.0018246914,0.00015083508,0.00021522316,0.0000126579025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009435555,0.00015502344,0.71758944,0.0012254202,0.00020018863,0.0000012898158,0.047066405,0.00020138334,0.00035382502,0.20729938,0.0036064691,0.022206817],"study_design_scores_gemma":[0.0052634203,0.0005324858,0.4750577,0.033373103,0.0011199814,0.0000094674315,0.20973302,0.018786622,0.00095019984,0.07242682,0.17909053,0.0036566604],"about_ca_topic_score_codex":0.043570668,"about_ca_topic_score_gemma":0.3381353,"teacher_disagreement_score":0.29456463,"about_ca_system_score_codex":0.0013309945,"about_ca_system_score_gemma":0.0006323274,"threshold_uncertainty_score":0.9999216},"labels":[],"label_agreement":null},{"id":"W4415678002","doi":"10.1620/tjem.2025.j130","title":"A Remote Access Qualitative Study Protocol to Investigate the Coping Strategies in the Mindset of the Affected Adults after the 2025 Myanmar Earthquake","year":2025,"lang":"en","type":"article","venue":"The Tohoku Journal of Experimental Medicine","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":"Institute of Aging","funders":"","keywords":"Mindset; Qualitative research; Coping (psychology); Psychosocial; Psychological resilience; Grounded theory; Focus group; Social support; Poison control","score_opus":0.05281619332814296,"score_gpt":0.4711739035413635,"score_spread":0.41835771021322055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415678002","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":[0.907626,0.00034467492,0.000025592273,0.050508767,0.0003407215,0.030886207,0.0000012532043,0.0000052309747,0.0102615515],"genre_scores_gemma":[0.99497205,0.000007026649,0.000011567832,0.0021854602,0.0001678986,0.002116223,1.351672e-7,0.0000051773654,0.0005344908],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9935305,0.0043711304,0.00069763244,0.00014677348,0.0010049919,0.00024895516],"domain_scores_gemma":[0.9977997,0.0011365155,0.00050696597,0.000388529,0.00012145877,0.00004683376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073409476,0.00016585371,0.00033342047,0.00009752249,0.0005007785,0.00015544736,0.002192731,0.000030648403,0.000092093906],"category_scores_gemma":[0.0007079322,0.000050443276,0.00010219723,0.0010900061,0.0014106305,0.0002565071,0.00030624974,0.00036642337,0.0000019563925],"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":[0.00077122235,0.00022053275,0.0006820763,0.000029475907,0.000109875815,0.000010173815,0.9886121,0.00003552938,0.0006034491,0.0018294222,0.005322422,0.0017736857],"study_design_scores_gemma":[0.001253069,0.000563223,0.034118537,0.0010294615,0.00006443999,0.0000019486165,0.9586741,0.00001371713,0.0005518102,0.0015900658,0.0020715692,0.00006806218],"about_ca_topic_score_codex":0.0015821642,"about_ca_topic_score_gemma":0.0026369246,"teacher_disagreement_score":0.08734602,"about_ca_system_score_codex":0.00005339756,"about_ca_system_score_gemma":0.0001997645,"threshold_uncertainty_score":0.5197527},"labels":[],"label_agreement":null},{"id":"W4415705812","doi":"10.52005/abdinusa.v5i3.601","title":"DISEMINASI PEDOMAN DESA TANGGUH BENCANA DI NUSA TENGGARA BARAT","year":2025,"lang":"","type":"article","venue":"Jurnal Abdi Nusa","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":"Encana (Canada)","funders":"","keywords":"Governor; Local government; Government (linguistics); Preparedness; Dissemination; Strategic planning; Contingency plan; Position (finance)","score_opus":0.009020380460053228,"score_gpt":0.29508388756613263,"score_spread":0.2860635071060794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415705812","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":[0.63962495,0.0014220595,0.0002352404,0.004820862,0.0035610395,0.0007291756,0.000024115745,0.00009481395,0.34948775],"genre_scores_gemma":[0.9318703,0.0014278778,0.000033773733,0.0009521722,0.0009006194,0.000034773613,0.000010332579,0.000030069901,0.064740084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946286,0.00039555487,0.0009358582,0.0010728849,0.0014486468,0.001518438],"domain_scores_gemma":[0.9977764,0.00026265235,0.00039247182,0.0006996091,0.00029667045,0.0005722304],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008143439,0.0006442105,0.0006829701,0.0004300992,0.0021653844,0.0010691333,0.0020927202,0.0003395177,0.00039585584],"category_scores_gemma":[0.00027841848,0.0005806018,0.00050858717,0.00217822,0.0013585743,0.0010684931,0.00066433253,0.00067277194,0.00032711812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024271196,0.0018028622,0.6209488,0.00049713004,0.00047852012,0.00023151276,0.014418896,0.000066145214,0.00032506738,0.09804418,0.098678105,0.16426608],"study_design_scores_gemma":[0.0012200219,0.0002721812,0.62019885,0.00076052436,0.0005553672,0.000002070698,0.013071598,0.0005541962,0.00012863576,0.0015999011,0.3605998,0.0010368964],"about_ca_topic_score_codex":0.00082243735,"about_ca_topic_score_gemma":0.0022673851,"teacher_disagreement_score":0.29224536,"about_ca_system_score_codex":0.00044205936,"about_ca_system_score_gemma":0.0005123215,"threshold_uncertainty_score":0.9999679},"labels":[],"label_agreement":null},{"id":"W4415706478","doi":"10.1016/j.econmod.2025.107361","title":"The workforce paradox: Do extreme natural disasters accelerate or undermine labour productivity?","year":2025,"lang":"en","type":"article","venue":"Economic Modelling","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Productivity; Counterfactual thinking; Remittance; Workforce; Natural disaster; Natural experiment; Labour supply","score_opus":0.059098182081081675,"score_gpt":0.3090267241295794,"score_spread":0.2499285420484977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415706478","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":[0.86996394,0.00092859485,0.012394837,0.009661559,0.003046553,0.0006681764,0.0000044410176,0.000112551454,0.10321937],"genre_scores_gemma":[0.8556111,0.0004116058,0.00014936754,0.00013236237,0.00025068902,0.000018574927,0.0000014598947,0.0000075121716,0.14341736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998829,0.00008687691,0.00022648426,0.00035066178,0.00010450641,0.00040243502],"domain_scores_gemma":[0.99939144,0.0001731543,0.000088824745,0.00027808556,0.000018866986,0.000049616083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005970875,0.00012676402,0.0001385638,0.000055401277,0.0009563624,0.0005547243,0.00053402415,0.00004059699,0.00007219238],"category_scores_gemma":[0.000025410638,0.00008772793,0.0000580357,0.00017104267,0.00025465447,0.0004773448,0.00010376023,0.0001262475,0.000052547988],"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":[0.00020180835,0.000048406466,0.0014771624,0.000036640242,0.000093219045,0.0000047215017,0.009916029,0.2523727,0.000015594343,0.64300907,0.0049911714,0.08783348],"study_design_scores_gemma":[0.00062155543,0.000021746122,0.00058731396,0.00014926815,0.00004436077,6.048096e-7,0.014009192,0.26936835,0.00005326492,0.057517927,0.6570586,0.00056781503],"about_ca_topic_score_codex":0.00035524476,"about_ca_topic_score_gemma":0.0022867229,"teacher_disagreement_score":0.6520674,"about_ca_system_score_codex":0.00014292862,"about_ca_system_score_gemma":0.00014106752,"threshold_uncertainty_score":0.7355663},"labels":[],"label_agreement":null},{"id":"W4415773187","doi":"10.69554/ajev6213","title":"The ‘Be Prepared’ programme: Enhancing local emergency preparedness through public education in Alberta","year":2025,"lang":"en","type":"article","venue":"","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":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Preparedness; Emergency management; Agency (philosophy); Disaster risk reduction; Government (linguistics); Hazard; Local government","score_opus":0.01881300379943606,"score_gpt":0.3466085668107399,"score_spread":0.32779556301130386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415773187","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058507014,0.00026290896,0.0023523814,0.014329662,0.0015717449,0.00072851166,1.3298494e-7,0.000065165346,0.9221825],"genre_scores_gemma":[0.77295876,0.00018806936,0.000080812286,0.00019041068,0.000049407765,0.00014127644,0.0000024575852,0.0000033490617,0.22638547],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860585,0.0001557497,0.00026549603,0.00026785204,0.00026803982,0.0004369884],"domain_scores_gemma":[0.99945027,0.000106790394,0.00005631944,0.00025397047,0.00008484908,0.000047779657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000604409,0.00008729438,0.00008106292,0.00005350865,0.0006086833,0.0002240174,0.00054153986,0.00005355889,0.00021924738],"category_scores_gemma":[0.0003630373,0.00006163652,0.000043177522,0.0008970964,0.00025443267,0.0005392825,0.0001305193,0.0000649591,0.000021169568],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007896937,0.00022758871,0.008050942,0.000024733627,0.000014053256,1.9039233e-7,0.029442843,0.00000534944,0.0000051914653,0.7457973,0.033375487,0.18304846],"study_design_scores_gemma":[0.00008483404,0.000009638418,0.0010936464,0.00003103521,0.0000076803735,4.922231e-8,0.16338532,0.000089921814,0.000025589183,0.013945984,0.8212146,0.00011170749],"about_ca_topic_score_codex":0.025098193,"about_ca_topic_score_gemma":0.5406902,"teacher_disagreement_score":0.7878391,"about_ca_system_score_codex":0.00014740971,"about_ca_system_score_gemma":0.0009888213,"threshold_uncertainty_score":0.98139375},"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},{"id":"W4416024764","doi":"10.1016/j.pdisas.2025.100483","title":"Risky ground: Seismic hazards and transectional networks in the Pacific northwest","year":2025,"lang":"en","type":"article","venue":"Progress in Disaster Science","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Commission Géologique du Canada","keywords":"Vulnerability (computing); Seismic risk; Risk assessment; Disaster risk reduction; Natural hazard; Climate change; Urban seismic risk; Vulnerability assessment; Event (particle physics)","score_opus":0.00940935158141548,"score_gpt":0.2955360381782135,"score_spread":0.286126686596798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416024764","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":[0.9547129,0.00093320257,0.00078617333,0.0031571242,0.0005758813,0.0004601246,0.0000010358376,0.000027713282,0.039345823],"genre_scores_gemma":[0.99899256,0.0001024752,0.00006931022,0.00023992699,0.00004699904,0.000077486126,7.864254e-7,0.0000026130213,0.00046786247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981985,0.00016887534,0.00019846427,0.00040521636,0.0005473643,0.00048155492],"domain_scores_gemma":[0.99957526,0.00009821063,0.00004107533,0.00020216814,0.000033175347,0.000050137376],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019801056,0.0001061307,0.000106437416,0.00025467033,0.00059574365,0.00074029015,0.0009138034,0.000045083885,0.000010379396],"category_scores_gemma":[0.000033039825,0.00007710289,0.000025753088,0.002226225,0.003221156,0.0008577908,0.00011950372,0.00017852278,0.0000025995314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018112998,0.00013625207,0.78059167,0.000019211637,0.000002813829,0.0000105012405,0.039504647,0.00019886381,0.0000012649846,0.027705032,0.000077808916,0.15173385],"study_design_scores_gemma":[0.00034788184,0.000028574552,0.9304869,0.000106019754,0.0000069610605,0.000001472371,0.048044384,0.0113063585,0.0000013983954,0.0038226573,0.005674674,0.00017268087],"about_ca_topic_score_codex":0.000609518,"about_ca_topic_score_gemma":0.009774535,"teacher_disagreement_score":0.15156116,"about_ca_system_score_codex":0.000066386274,"about_ca_system_score_gemma":0.00016495495,"threshold_uncertainty_score":0.9994915},"labels":[],"label_agreement":null},{"id":"W4416084757","doi":"10.1017/9781009633574.002","title":"Reconsidering Disaster Risk","year":2025,"lang":"","type":"book-chapter","venue":"Cambridge University Press eBooks","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":"University of British Columbia","funders":"","keywords":"Order (exchange); Natural disaster; Disaster research; Emergency management; Selection (genetic algorithm); Conceptual framework; Key (lock); Work (physics)","score_opus":0.04008593193077261,"score_gpt":0.22441495101672182,"score_spread":0.1843290190859492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416084757","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016203134,0.00019727179,0.0006290724,0.00010838535,0.001813185,0.001029332,0.00023424972,0.00018175943,0.9941864],"genre_scores_gemma":[0.011272312,0.0021471493,0.00010394655,0.00014519312,0.00028836925,0.0000012366779,0.000012205541,0.000037802125,0.9859918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963163,0.00031800685,0.00047758885,0.0013175847,0.00069991313,0.0008705885],"domain_scores_gemma":[0.99743235,0.0003120276,0.00065670896,0.0009727445,0.00022156978,0.0004046179],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00044004904,0.0007424551,0.00075115054,0.00043154336,0.0018728112,0.00035574078,0.0016545261,0.000628608,0.00008965739],"category_scores_gemma":[0.00006496409,0.00089792465,0.0006094158,0.00004894583,0.0019518732,0.00042272313,0.0017090773,0.00091109175,0.000105307576],"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":[0.00012576614,0.000026904845,0.000061077364,0.00020030723,0.00043497488,0.00024132513,0.0024064993,0.000008934193,0.0000058907654,0.9413856,0.03099984,0.024102839],"study_design_scores_gemma":[0.000640474,0.000053092273,0.00005211809,0.0007249497,0.0009297217,0.000001408855,0.005803983,0.00012719369,0.000035379406,0.000044312306,0.9906614,0.00092599815],"about_ca_topic_score_codex":0.0011010695,"about_ca_topic_score_gemma":0.00014733798,"teacher_disagreement_score":0.95966154,"about_ca_system_score_codex":0.00033041928,"about_ca_system_score_gemma":0.00026592315,"threshold_uncertainty_score":0.9994266},"labels":[],"label_agreement":null},{"id":"W4416084765","doi":"10.1017/9781009633574.007","title":"Reconsidering Disaster Risk Reduction","year":2025,"lang":"","type":"book-chapter","venue":"Cambridge University Press eBooks","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":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Disaster risk reduction; Hazard; Salient; Risk management; Risk assessment; Disaster research","score_opus":0.03923375762204687,"score_gpt":0.22514187692499552,"score_spread":0.18590811930294865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416084765","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026477072,0.00019297685,0.0005350429,0.00010183968,0.0027480884,0.0010279535,0.00014143431,0.00018125026,0.9924237],"genre_scores_gemma":[0.022036968,0.0026330377,0.000104229635,0.000037783117,0.0004177349,0.0000013695151,0.000014303019,0.000033361757,0.9747212],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966039,0.00031752937,0.00045533897,0.0012630142,0.00063283526,0.0007273771],"domain_scores_gemma":[0.9977754,0.00014525169,0.0006780792,0.0008434673,0.00023285646,0.00032495218],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00043696008,0.00064850535,0.0006306482,0.00044922525,0.0018835287,0.00031711755,0.0011694211,0.00059795415,0.00006404083],"category_scores_gemma":[0.000047747148,0.0008008684,0.0005161798,0.00005354105,0.0017817857,0.00050971686,0.0011184093,0.000844975,0.0000702834],"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":[0.00018017109,0.00003163422,0.00002299607,0.0002305602,0.00042942306,0.000120829114,0.0032553598,0.000017969507,0.000025337169,0.92712444,0.034798965,0.033762343],"study_design_scores_gemma":[0.0005705756,0.00005788922,0.000031231462,0.00078064797,0.0009512438,0.000003456827,0.009655588,0.000104947336,0.00008780999,0.000050030736,0.98686594,0.0008406678],"about_ca_topic_score_codex":0.00097566453,"about_ca_topic_score_gemma":0.000053404627,"teacher_disagreement_score":0.95206696,"about_ca_system_score_codex":0.0003990197,"about_ca_system_score_gemma":0.00023283392,"threshold_uncertainty_score":0.99944425},"labels":[],"label_agreement":null},{"id":"W4416084769","doi":"10.1017/9781009633574.006","title":"Cities and Earthquakes","year":2025,"lang":"","type":"book-chapter","venue":"Cambridge University Press eBooks","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":"University of British Columbia","funders":"","keywords":"Flood myth; Urbanization; Hazard; Natural hazard; Diversification (marketing strategy); Disaster risk reduction","score_opus":0.01957967359098321,"score_gpt":0.214615999363147,"score_spread":0.1950363257721638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416084769","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017362451,0.00049901055,0.00011621238,0.00013059808,0.0006866662,0.00065981236,0.00011544621,0.00010924626,0.99594676],"genre_scores_gemma":[0.02497653,0.0027426458,0.00003636988,0.00011806164,0.00015323416,6.138123e-7,0.00000809786,0.000017175806,0.97194725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977286,0.00013434957,0.00025372324,0.0008300061,0.00051612343,0.0005371951],"domain_scores_gemma":[0.9987067,0.00017121126,0.00024225931,0.0004477514,0.0001616889,0.00027041606],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00022488822,0.0004893817,0.00052010326,0.0003276532,0.0013537975,0.00030801113,0.00087022857,0.00041985442,0.000029075472],"category_scores_gemma":[0.000020473957,0.00058598444,0.00023165718,0.000027886348,0.0032211002,0.00029023754,0.0010855075,0.0004046747,0.000017079967],"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":[0.00006537411,0.000009963186,0.000027997692,0.00021915857,0.00017258988,0.00011969458,0.0012233853,7.069637e-7,0.0000040537734,0.9665954,0.017724069,0.013837604],"study_design_scores_gemma":[0.00044333527,0.00005696173,0.00015226382,0.00047947845,0.00040408893,0.0000010655465,0.0057928325,0.00003817282,0.000017636405,0.000043618016,0.991983,0.00058755995],"about_ca_topic_score_codex":0.0009905917,"about_ca_topic_score_gemma":0.00005123686,"teacher_disagreement_score":0.9742589,"about_ca_system_score_codex":0.00009933888,"about_ca_system_score_gemma":0.00017662185,"threshold_uncertainty_score":0.9999463},"labels":[],"label_agreement":null},{"id":"W4416169100","doi":"10.25257/kb.2025.3.68-75","title":"National approaches to organizational culture and leadership in emergency management systems","year":2025,"lang":"","type":"article","venue":"CULTURE AND SAFETY","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Organizational culture; Emergency management; China; Affect (linguistics); Key (lock); Sustainability","score_opus":0.10356185219518234,"score_gpt":0.27495795555892427,"score_spread":0.17139610336374195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416169100","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022683453,0.016816871,0.0013536549,0.01335371,0.00153364,0.0018226819,0.00003228318,0.00004612541,0.96277267],"genre_scores_gemma":[0.64969105,0.0059193294,0.00017345304,0.00059268204,0.00022562941,0.000037929767,0.000033087897,0.000008075691,0.3433188],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979886,0.00014989097,0.00040405442,0.00057246274,0.00051131955,0.00037371414],"domain_scores_gemma":[0.99957466,0.000016683247,0.00007603848,0.00010394767,0.00010114756,0.00012752917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005488404,0.00023273706,0.0002330174,0.00016431247,0.00062049355,0.00023117478,0.00027754568,0.00018790916,0.00010690468],"category_scores_gemma":[0.00004901974,0.00019218742,0.000037593527,0.0014256255,0.00019813413,0.0002833069,0.00023206709,0.00016104075,0.000019744877],"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":[0.00004388919,0.00012555796,0.009349357,0.00081630907,0.00011319123,0.0000039314723,0.042082123,0.00026014968,0.000008336405,0.9167191,0.027912833,0.0025652437],"study_design_scores_gemma":[0.0010557943,0.00006205584,0.066481784,0.00074044964,0.00013407714,0.0000015462192,0.3014517,0.0007043767,0.000003315028,0.011654829,0.6170614,0.000648686],"about_ca_topic_score_codex":0.000032788506,"about_ca_topic_score_gemma":0.0002684308,"teacher_disagreement_score":0.9050642,"about_ca_system_score_codex":0.000095366166,"about_ca_system_score_gemma":0.000054805772,"threshold_uncertainty_score":0.7837176},"labels":[],"label_agreement":null},{"id":"W4416206476","doi":"10.3138/cpp.2025-021","title":"Assessing Climate Preparedness: A Comparative Analysis of Canada's Provinces and Municipalities","year":2025,"lang":"en","type":"article","venue":"Canadian Public Policy","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":true,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Context (archaeology); Face (sociological concept)","score_opus":0.0360261427092853,"score_gpt":0.3590222708798373,"score_spread":0.322996128170552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416206476","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":[0.51957405,0.00015482015,0.000002813048,0.005728071,0.0000616544,0.000114554714,0.000044175587,0.00001159901,0.47430825],"genre_scores_gemma":[0.99357986,0.000032696185,0.000016131336,0.0006043679,0.000027072634,0.000011127276,0.00000863122,0.0000016903913,0.0057184417],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882376,0.00013860413,0.00017971687,0.00016904212,0.00018812,0.0005007552],"domain_scores_gemma":[0.9992771,0.00008666394,0.00007819148,0.00015994924,0.00009852657,0.00029957364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038254703,0.000078192934,0.00022289228,0.0010081521,0.00061775115,0.0003865876,0.00031051936,0.000036128495,0.00004355415],"category_scores_gemma":[0.00018616856,0.000076763296,0.000034338846,0.0022286861,0.00048144252,0.00041555465,0.000058884525,0.00004257622,2.2685207e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000014585029,0.000009008699,0.037217606,0.00003535287,0.0003320442,0.0000024538222,0.026407694,0.000019543015,0.000001346798,0.9274272,0.004006482,0.0045398097],"study_design_scores_gemma":[0.00018449017,0.000011006411,0.23909792,0.00007028199,0.0003412097,1.2153146e-7,0.3717693,0.0016163227,0.0000046047344,0.0016525638,0.3849532,0.0002989891],"about_ca_topic_score_codex":0.99808687,"about_ca_topic_score_gemma":0.9999493,"teacher_disagreement_score":0.92577463,"about_ca_system_score_codex":0.00058847154,"about_ca_system_score_gemma":0.01657034,"threshold_uncertainty_score":0.9890048},"labels":[],"label_agreement":null},{"id":"W4416417951","doi":"10.1016/j.ijdrr.2025.105921","title":"What remains after humanitarian organizations leave? An exploration of community perspectives regarding sustainability and humanitarian aid in the Philippines","year":2025,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Centres Intégré Universitaires de Santé et de Services Sociaux; Centre Integre de Sante et de Services Sociaux de Laval; Impact; McGill University","funders":"Social Sciences and Humanities Research Council of Canada; University of the Philippines Visayas","keywords":"Livelihood; Sustainability; Humanitarian aid; Focus group; Closure (psychology); Emergency management; Key (lock)","score_opus":0.02327592999564679,"score_gpt":0.34622767564599993,"score_spread":0.3229517456503531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416417951","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":[0.98826253,0.00021035515,0.0017699342,0.007362542,0.0009152186,0.00020329926,0.0000022254135,0.0000068456266,0.0012670573],"genre_scores_gemma":[0.99876404,0.00051600544,0.00006718092,0.00003794461,0.0003303491,0.0000059537024,0.0000037964808,0.0000043857453,0.00027034],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99809134,0.00094409904,0.00037345188,0.00010132161,0.00038741887,0.000102347956],"domain_scores_gemma":[0.9983632,0.00008468556,0.0002996215,0.00015489766,0.0010717029,0.000025909829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015665161,0.00008160607,0.00012088411,0.00034922472,0.00040930533,0.00038007667,0.00044140936,0.00004294926,0.000025026688],"category_scores_gemma":[0.0006178858,0.00006485822,0.000047574475,0.00036336828,0.0003992637,0.004638494,0.00006993143,0.00026286495,3.6636894e-7],"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":[0.00020725092,0.00063939946,0.023222309,0.000025817266,0.00009993883,0.000004270525,0.882996,0.0004046822,0.0000961335,0.08133424,0.00010102063,0.010868921],"study_design_scores_gemma":[0.00031413618,0.0000784691,0.05431488,0.00010254753,0.00004147026,0.0000035529004,0.87835354,0.000017564824,0.000019551226,0.0659614,0.0007358521,0.000057068715],"about_ca_topic_score_codex":0.0007570116,"about_ca_topic_score_gemma":0.006641501,"teacher_disagreement_score":0.031092573,"about_ca_system_score_codex":0.0002170793,"about_ca_system_score_gemma":0.00010848685,"threshold_uncertainty_score":0.37061137},"labels":[],"label_agreement":null},{"id":"W4416556717","doi":"10.2139/ssrn.5772926","title":"Traumatic Shocks, Near-Misses, and Radical Innovation","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Novelty; Divergence (linguistics); Technology innovation; Bounded function; Innovation management; Trajectory","score_opus":0.01584054358344424,"score_gpt":0.30167647316432716,"score_spread":0.28583592958088294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416556717","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":[0.79897606,0.021603873,0.028980073,0.018429374,0.004692913,0.0024175982,0.000012197157,0.00014574856,0.12474218],"genre_scores_gemma":[0.8774913,0.055922553,0.0002681673,0.00032531618,0.00078635965,0.00002209294,0.000013299479,0.000024031146,0.06514687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9924357,0.000612893,0.0012047588,0.0007609433,0.0011510281,0.003834671],"domain_scores_gemma":[0.99822915,0.00016037242,0.0007991403,0.00034586457,0.0002697287,0.00019575092],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0067351134,0.00052134914,0.0006473765,0.00050214515,0.0020838042,0.0013613278,0.0013116135,0.00050346897,0.0002478898],"category_scores_gemma":[0.00033343502,0.0004846748,0.00021336482,0.001660181,0.0011152616,0.0005270393,0.0005598434,0.0058708643,0.000032807115],"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":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007421396,0.00020082481,0.001272423,0.00021562801,0.0005098219,0.0000057876673,0.010009437,0.000116512434,0.0000123714535,0.6795088,0.00065583986,0.30741832],"study_design_scores_gemma":[0.0014299054,0.00041801584,0.0020631766,0.0010306906,0.00051974156,0.00008533156,0.07096324,0.0020592187,0.0000055759147,0.85428935,0.06614769,0.0009880374],"about_ca_topic_score_codex":0.0006652927,"about_ca_topic_score_gemma":0.0030492754,"teacher_disagreement_score":0.30643028,"about_ca_system_score_codex":0.0016594637,"about_ca_system_score_gemma":0.012656158,"threshold_uncertainty_score":0.9997605},"labels":[],"label_agreement":null},{"id":"W4416612521","doi":"10.1016/j.ijdrr.2025.105933","title":"Who pays for preparedness? Valuing disaster app features through a factorial survey experiment in flood-prone communities","year":2025,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","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":"Institute on Governance","funders":"Cabinet Office, Government of Japan","keywords":"Preparedness; Value (mathematics); Factorial analysis; Factorial; Survey research; Natural disaster; Sustainable development; Dual (grammatical number)","score_opus":0.03184864635623107,"score_gpt":0.3720436309589765,"score_spread":0.34019498460274544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416612521","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":[0.9727391,0.000445127,0.008279714,0.00067494623,0.0106623005,0.00044795425,0.00003394469,0.000019603802,0.0066973367],"genre_scores_gemma":[0.9954559,0.00041316162,0.00037548412,0.000040625528,0.0011754482,0.000029346154,0.000020465915,0.000010531566,0.0024790384],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978493,0.00051686866,0.00055989524,0.0001657733,0.0006717454,0.0002364068],"domain_scores_gemma":[0.9987276,0.00020875686,0.0004332956,0.00014494486,0.00044052745,0.000044883094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011402231,0.00015152333,0.00024704894,0.0002658927,0.0002289466,0.0003448807,0.000685382,0.00008577619,0.00004531995],"category_scores_gemma":[0.00023075943,0.0001305256,0.00015160994,0.00020409808,0.0002379975,0.0010757863,0.00012211787,0.00022434961,0.0000021766762],"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":[0.0037313667,0.0012857774,0.050421834,0.000072566945,0.000993764,0.000009030993,0.84548163,0.0025444808,0.00081744295,0.018173955,0.02435934,0.05210881],"study_design_scores_gemma":[0.006550108,0.00045023658,0.060820423,0.0015280839,0.00019689118,0.000016428921,0.82560444,0.00029030102,0.0013763857,0.026268583,0.076177,0.0007211366],"about_ca_topic_score_codex":0.0033020559,"about_ca_topic_score_gemma":0.003727082,"teacher_disagreement_score":0.05181766,"about_ca_system_score_codex":0.0003699313,"about_ca_system_score_gemma":0.00013250668,"threshold_uncertainty_score":0.532268},"labels":[],"label_agreement":null},{"id":"W4416800034","doi":"10.1136/bmjopen-2024-095811","title":"Reducing decisional conflict in COVID-19 vaccination in ethnocultural communities through sensemaking: a participatory action mixed-methods study","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Government of Alberta","keywords":"Participatory action research; Psychological resilience; Action (physics); Resilience (materials science); Work (physics); Citizen journalism; Collective action","score_opus":0.39703133181795586,"score_gpt":0.611960003188105,"score_spread":0.2149286713701491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416800034","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":[0.9277917,0.000056761364,0.0013036415,0.0030056287,0.00053143466,0.0049050706,8.3851614e-7,0.000033356024,0.062371567],"genre_scores_gemma":[0.9950125,0.000017970735,0.0010484451,0.0005872813,0.000027948601,0.0005794583,0.0000035263924,0.0000038574267,0.0027190172],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99620616,0.002696061,0.00035577794,0.0002013358,0.0003056532,0.0002349996],"domain_scores_gemma":[0.9988363,0.00072438305,0.000114050046,0.00023428972,0.00004815449,0.00004286885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006354778,0.00009277011,0.00019834407,0.00016383991,0.0004667919,0.0003846229,0.000602736,0.00006277023,0.00013744354],"category_scores_gemma":[0.0010380211,0.00008417478,0.000027524953,0.0007346488,0.00009222799,0.00091886695,0.00053967885,0.00016279554,0.0000058552187],"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":[0.00027418722,0.0006704235,0.12632369,0.000084007435,0.000039335355,0.00003017966,0.7300148,0.0030969807,0.00006146588,0.021425547,0.0051485253,0.11283084],"study_design_scores_gemma":[0.0010994258,0.000035929217,0.1865467,0.00019679559,0.000011963945,2.9818293e-7,0.7872751,0.0008580956,0.000025595693,0.0034495986,0.020349996,0.00015053948],"about_ca_topic_score_codex":0.033323966,"about_ca_topic_score_gemma":0.1372076,"teacher_disagreement_score":0.1126803,"about_ca_system_score_codex":0.00030940282,"about_ca_system_score_gemma":0.0003174762,"threshold_uncertainty_score":0.97311324},"labels":[],"label_agreement":null},{"id":"W4416827941","doi":"10.37975/nas.91","title":"The meanings of ‘recovery’: grassroots perspectives from Colombia and Peru in the aftermath of the pandemic","year":2025,"lang":"en","type":"article","venue":"New Area Studies","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Arts and Humanities Research Council; Universidad de Caldas; International Development Research Centre","keywords":"Grassroots; Indigenous; Pandemic; Meaning (existential); Coping (psychology); Qualitative research; Negotiation","score_opus":0.025461241328204008,"score_gpt":0.32697535931890154,"score_spread":0.30151411799069755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416827941","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":[0.96452105,0.008045828,0.0000027632288,0.0044070235,0.00014654701,0.00021133987,0.0000028853558,0.0000058311925,0.022656737],"genre_scores_gemma":[0.99261856,0.0043353946,0.0000063360503,0.00008662585,0.000018330224,0.000008189313,5.777688e-8,0.0000012357859,0.0029252437],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99932307,0.00014017927,0.00011958997,0.00010636936,0.00020070751,0.00011011077],"domain_scores_gemma":[0.99915713,0.00059292145,0.0000744218,0.00012589947,0.000041999436,0.0000076202423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030342478,0.000056731624,0.00011996547,0.000020858994,0.00035992393,0.000033731307,0.0003480907,0.000018663017,0.0000035848204],"category_scores_gemma":[0.0003047858,0.000025305482,0.000039235943,0.00023243482,0.0007515496,0.00006320065,0.00017596495,0.000055821434,2.9951423e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031903735,0.000036969966,0.40062234,0.000017448745,0.00015396814,4.2849675e-7,0.5523952,0.000002762872,0.0001439947,0.024826096,0.00928022,0.012488633],"study_design_scores_gemma":[0.0001356304,0.000014026913,0.5560051,0.00007101529,0.000026764124,2.3528848e-8,0.4213163,0.0000022041968,0.000012647472,0.017936647,0.004449946,0.000029691815],"about_ca_topic_score_codex":0.0019368854,"about_ca_topic_score_gemma":0.028229518,"teacher_disagreement_score":0.15538275,"about_ca_system_score_codex":0.00002363083,"about_ca_system_score_gemma":0.000042635656,"threshold_uncertainty_score":0.9895028},"labels":[],"label_agreement":null},{"id":"W4416899792","doi":"10.1002/rhc3.70046","title":"Challenges in Collaborative Domestic Emergency Management in Canada: Stakeholders' Perspectives on the Role of the Military","year":2025,"lang":"en","type":"article","venue":"Risk Hazards & Crisis in Public Policy","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":true,"ca_institutions":"University of Winnipeg; University of Manitoba; Research Manitoba","funders":"","keywords":"Preparedness; Focus group; Qualitative research; Joint (building); Key (lock); Emergency management; Disaster response; Command and control","score_opus":0.028503170683756313,"score_gpt":0.30820289125315015,"score_spread":0.27969972056939385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416899792","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":[0.51887196,0.007349913,0.0000015183638,0.062085412,0.00024547495,0.0008371178,0.000022909513,0.000011528795,0.41057414],"genre_scores_gemma":[0.97656673,0.022397168,0.000009477758,0.00019772025,0.000036005455,0.00011346565,4.1329426e-7,0.000006051759,0.00067297183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9972737,0.00091058284,0.00037104145,0.0003712266,0.0005714382,0.00050203066],"domain_scores_gemma":[0.9991146,0.00018077632,0.00010623215,0.00047137451,0.00007870932,0.0000483098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012721276,0.00015615663,0.00021881297,0.0005884778,0.00021710708,0.000025841853,0.0010124856,0.00005157565,0.000053667507],"category_scores_gemma":[0.0007274822,0.0001053005,0.000056982062,0.0034484183,0.0002457214,0.00017622275,0.00024050618,0.00024973808,0.0000018154278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023050887,0.0002574317,0.055490904,0.000029664194,0.00006591926,0.000005697337,0.092609204,0.00022885702,7.4717883e-7,0.7965772,0.004955248,0.049756046],"study_design_scores_gemma":[0.00019977789,0.00001223162,0.30194956,0.000049481594,0.000007714412,2.2509564e-8,0.65375185,0.00007757743,0.0000028476902,0.026750842,0.017108083,0.000090041605],"about_ca_topic_score_codex":0.8725714,"about_ca_topic_score_gemma":0.98772043,"teacher_disagreement_score":0.7698264,"about_ca_system_score_codex":0.0012640522,"about_ca_system_score_gemma":0.0020581535,"threshold_uncertainty_score":0.42940298},"labels":[],"label_agreement":null},{"id":"W4416917295","doi":"10.64628/aam.ar9ds9w6w","title":"From earthquakes to wildfires, Canada is woefully ill-prepared for disasters","year":2025,"lang":"","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Government (linguistics); Field (mathematics); Perspective (graphical)","score_opus":0.009927246635620182,"score_gpt":0.2817662530138874,"score_spread":0.27183900637826725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416917295","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":[0.59312487,0.00044111314,0.0025515256,0.08935243,0.005992898,0.0025589059,0.0003299981,0.00008982881,0.30555847],"genre_scores_gemma":[0.7444445,0.000043378375,0.00047413722,0.018810386,0.0002836423,0.00007705494,0.000013084627,0.000013231584,0.2358406],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996664,0.0001139774,0.00055041374,0.00096697675,0.0007536978,0.0009509526],"domain_scores_gemma":[0.99838847,0.00037657225,0.00011493505,0.00057752576,0.00015974947,0.0003827365],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028697317,0.0003491889,0.00041611725,0.00012540263,0.0009029511,0.0005617159,0.0012273686,0.00012386288,0.0015793617],"category_scores_gemma":[0.0002397936,0.0003265902,0.00018014768,0.00095405726,0.000307587,0.00033038165,0.0003684542,0.00008993906,0.00006580034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015417207,0.000083234074,0.002335439,0.000058180754,0.00023039819,0.000004506325,0.027825793,0.0000686515,0.0000373345,0.006344532,0.9056136,0.057244174],"study_design_scores_gemma":[0.0005110382,0.00006949472,0.0053386725,0.00017476239,0.00012076106,1.962421e-8,0.08593619,0.00047022855,0.00017849667,0.0019910347,0.9047561,0.0004531908],"about_ca_topic_score_codex":0.94544387,"about_ca_topic_score_gemma":0.9773138,"teacher_disagreement_score":0.15131964,"about_ca_system_score_codex":0.0002927117,"about_ca_system_score_gemma":0.0014862685,"threshold_uncertainty_score":0.99991864},"labels":[],"label_agreement":null},{"id":"W4416919977","doi":"10.4324/9780203844236-11","title":"Culture, Hazard and Disaster","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"","score_opus":0.026132449905371627,"score_gpt":0.2775822449076422,"score_spread":0.2514497950022706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416919977","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026810943,0.0012898891,0.000034221743,0.00032041385,0.00031075458,0.00017930806,0.0000023841621,0.000057417707,0.9977788],"genre_scores_gemma":[0.004279321,0.0015590216,0.000108752065,0.00030372816,0.00049341307,0.0000023750854,0.00000413555,0.000013146695,0.9932361],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991637,0.000012091269,0.00010479391,0.0001956304,0.00029617661,0.00022759766],"domain_scores_gemma":[0.9996447,0.000015750858,0.000054288932,0.00013133542,0.00002290339,0.00013101954],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014329783,0.00014412991,0.00014072402,0.000041429354,0.0001959497,0.00012322898,0.00018061703,0.00017209434,0.0036069117],"category_scores_gemma":[0.0000065464633,0.00010635108,0.000054025426,0.000013037623,0.00041494696,0.00019962573,0.0001234601,0.0001019093,0.00066332304],"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":[0.0000014341769,0.00000421584,0.000091443784,0.000012127681,0.000016168837,0.0000015078087,0.0047414848,9.761154e-9,5.5108944e-7,0.9301541,0.038254507,0.02672247],"study_design_scores_gemma":[0.000043211432,0.00000794947,0.000062050385,0.0000278871,0.000033674856,2.0958744e-7,0.0009982303,2.3008565e-7,3.0343335e-7,0.021959735,0.9766947,0.00017181969],"about_ca_topic_score_codex":0.000043720298,"about_ca_topic_score_gemma":0.00075124146,"teacher_disagreement_score":0.9384402,"about_ca_system_score_codex":0.000018003886,"about_ca_system_score_gemma":0.000016134612,"threshold_uncertainty_score":0.9973039},"labels":[],"label_agreement":null},{"id":"W4417045756","doi":"10.7202/1122027ar","title":"Local Knowledge in Resilience and Adaptation to Snowstorm Hazards in Two North Atlantic Islands: Newfoundland and Iceland","year":2023,"lang":"en","type":"article","venue":"Newfoundland and Labrador Studies","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":true,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Adaptation (eye); Psychological resilience; Hazard; Community resilience; Resilience (materials science); Traditional knowledge; Storm; Climate change","score_opus":0.03105845144600482,"score_gpt":0.3345315444668188,"score_spread":0.303473093020814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417045756","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":[0.9904068,0.0023766207,0.0000506838,0.0010336083,0.00020771095,0.00034589184,0.0000031983045,0.000049808903,0.005525661],"genre_scores_gemma":[0.9913466,0.0056104762,0.00004549779,0.000096044896,0.000104145154,0.000031603482,0.00000430731,0.0000090580725,0.0027522738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984918,0.00012024627,0.00026388437,0.00044318003,0.00024254697,0.00043833125],"domain_scores_gemma":[0.99938804,0.00028300672,0.000050150644,0.00010065344,0.00004541626,0.0001327224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061606255,0.0001830158,0.0003179345,0.0003369435,0.00041872464,0.00015169979,0.00012077747,0.00004453373,0.0000050152676],"category_scores_gemma":[0.00012346884,0.0001498359,0.000017034921,0.0009055349,0.0005064232,0.00030574173,0.00020343484,0.000116450676,0.000015628553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050958664,0.000029114533,0.87509316,0.00008549988,0.000016510383,0.00003959,0.0841146,0.00005776006,0.0000036625815,0.0014037706,0.0002975589,0.038807824],"study_design_scores_gemma":[0.0011631796,0.00009633153,0.9174488,0.00016674303,0.00001760659,0.0000018214922,0.064672016,0.0012656328,1.3675347e-7,0.0006337927,0.014300646,0.00023328805],"about_ca_topic_score_codex":0.026153278,"about_ca_topic_score_gemma":0.9116441,"teacher_disagreement_score":0.88549083,"about_ca_system_score_codex":0.00009770536,"about_ca_system_score_gemma":0.000055919903,"threshold_uncertainty_score":0.98033166},"labels":[],"label_agreement":null},{"id":"W4417113943","doi":"10.48550/arxiv.2510.08594","title":"Natural Disaster In Canada (2024)","year":2025,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Natural (archaeology); Distribution (mathematics); Event (particle physics); Emergency management","score_opus":0.02363526461226769,"score_gpt":0.2886407885899675,"score_spread":0.26500552397769983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417113943","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":[0.7850343,0.00034331367,0.000004399565,0.0022113489,0.0055999034,0.0002922737,0.000009156207,0.000026373496,0.20647894],"genre_scores_gemma":[0.860859,0.00010389905,0.000014767593,0.0006295144,0.00018505663,0.000025253732,0.000009221434,0.0000052652667,0.13816805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834126,0.00013158235,0.0002434048,0.00044017824,0.0004080952,0.00043548297],"domain_scores_gemma":[0.99939007,0.00007320005,0.00008589707,0.0003351664,0.000038156122,0.000077503835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022585665,0.00017812122,0.00022903465,0.000101428,0.00014188106,0.0000797835,0.00083110173,0.000106406405,0.0003636107],"category_scores_gemma":[0.00009302725,0.00016608443,0.00006452876,0.00029400483,0.00013231473,0.00010806992,0.00081547623,0.0005074065,0.000045360946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006925522,0.000021479078,0.97128224,0.00009230226,0.000025419815,0.000040112267,0.004621455,0.000090601025,0.0000025491984,0.0011049289,0.019427212,0.003284743],"study_design_scores_gemma":[0.00020829069,0.000004535173,0.79443866,0.00038146818,0.00003150996,7.790775e-8,0.016908789,0.00010422154,0.0000082069455,0.0008202772,0.18661922,0.00047475816],"about_ca_topic_score_codex":0.9508529,"about_ca_topic_score_gemma":0.9965873,"teacher_disagreement_score":0.17684363,"about_ca_system_score_codex":0.0006339625,"about_ca_system_score_gemma":0.0020165436,"threshold_uncertainty_score":0.6772726},"labels":[],"label_agreement":null},{"id":"W4417123621","doi":"10.3390/ijgi14120485","title":"Building Climate Solutions Through Trustful, Ethical, and Localized Co-Development","year":2025,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Canada; Agriculture and Agri-Food Canada; Carleton University","funders":"U.S. Geological Survey; National Aeronautics and Space Administration; Agriculture and Agri-Food Canada; National Oceanic and Atmospheric Administration; Inter-American Institute for Global Change Research; National Science Foundation","keywords":"Disaster risk reduction; Resilience (materials science); Climate change; Psychological resilience; Earth system science; Action (physics); Climate resilience; Latin Americans; Sustainable development; Adaptation (eye)","score_opus":0.016000271355188285,"score_gpt":0.36194227944830315,"score_spread":0.34594200809311487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417123621","genre_codex":"methods","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":[0.13187897,0.00030356512,0.4695966,0.05485191,0.0052351938,0.0005526354,0.000017058073,0.000103083985,0.337461],"genre_scores_gemma":[0.9817167,0.0009199784,0.011676665,0.0050649904,0.0001763417,0.0000064317874,0.000012506735,0.0000032250045,0.0004231774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849045,0.00006391285,0.0005310891,0.00005237783,0.00067538593,0.00018678796],"domain_scores_gemma":[0.99903077,0.00008727764,0.00033627413,0.00004826778,0.00044830597,0.00004910908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011105193,0.000073449875,0.000110580615,0.00026792963,0.00045613718,0.00039092018,0.0003645437,0.000094737625,0.00008072379],"category_scores_gemma":[0.00028668545,0.000065259184,0.000052691892,0.00015588712,0.00017216898,0.0024638816,0.00010043248,0.00021998245,0.000027521557],"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":[0.00017278813,0.000055695768,0.0013287942,0.000047568203,0.00020113972,0.0000047435356,0.023227932,0.00044745108,0.000044467888,0.7896921,0.029238282,0.155539],"study_design_scores_gemma":[0.00070692116,0.000017626682,0.002470332,0.0001763911,0.000019603709,0.0000033792014,0.006218705,0.00038588504,0.000113899776,0.0063133594,0.98348415,0.000089768066],"about_ca_topic_score_codex":0.000059379134,"about_ca_topic_score_gemma":0.00003087382,"teacher_disagreement_score":0.95424587,"about_ca_system_score_codex":0.00016547712,"about_ca_system_score_gemma":0.00021668873,"threshold_uncertainty_score":0.37696522},"labels":[],"label_agreement":null},{"id":"W4417240746","doi":"10.5267/j.jpm.2025.10.002","title":"Strengthening disaster mitigation of mount Sinabung through the integration of local wisdom and social resilience: a participatory study in Karo Regency","year":2025,"lang":"en","type":"article","venue":"Journal of Project Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Sumatera Utara","keywords":"Disaster mitigation; Technocracy; Citizen journalism; Community resilience; Participatory action research; Local community; Qualitative property; Psychological resilience; Capacity building","score_opus":0.0397783860113545,"score_gpt":0.3758306996245475,"score_spread":0.336052313613193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417240746","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":[0.98428637,0.00019198448,0.0046637314,0.00071494933,0.00016930483,0.00069228874,5.0884495e-7,0.00000388429,0.00927696],"genre_scores_gemma":[0.9989906,0.00008342823,0.00022834272,0.000033080203,0.000034243134,0.000014613633,2.412104e-7,0.0000029116238,0.00061256107],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981963,0.00038559388,0.00061361666,0.00012380454,0.0005247008,0.00015600251],"domain_scores_gemma":[0.9992633,0.00007799163,0.00044352483,0.00009993019,0.000103757746,0.000011505676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015737206,0.00008327804,0.00019586353,0.0002179412,0.00016295293,0.000044984685,0.00027545248,0.000030447649,0.000006363376],"category_scores_gemma":[0.000046624154,0.00005641985,0.00005582605,0.0005519141,0.00041316164,0.00036964525,0.000113036316,0.00011531622,1.977843e-7],"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":[0.00041553323,0.0012759874,0.03899138,0.00044609612,0.000297946,0.000022195818,0.6662823,0.00067285827,0.00033001605,0.18660787,0.0014140703,0.10324379],"study_design_scores_gemma":[0.0008684332,0.00025537598,0.066972785,0.00033507549,0.00017026161,2.0051834e-7,0.92565423,0.00031413522,0.00016493075,0.0036605718,0.0015199553,0.000084029154],"about_ca_topic_score_codex":0.00049344817,"about_ca_topic_score_gemma":0.0012165965,"teacher_disagreement_score":0.25937197,"about_ca_system_score_codex":0.00011741451,"about_ca_system_score_gemma":0.00007869644,"threshold_uncertainty_score":0.23007347},"labels":[],"label_agreement":null},{"id":"W4417266920","doi":"10.1051/e3sconf/202567709001","title":"Measuring post-disaster resilience perception in small island: Lessons from 2018 Lombok Island earthquakes in Indonesia","year":2025,"lang":"fr","type":"article","venue":"E3S Web of Conferences","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Natural disaster; Community resilience; Perception; Local government; Quarter (Canadian coin); Government (linguistics); Psychological resilience","score_opus":0.03910489472939515,"score_gpt":0.28780667512671154,"score_spread":0.24870178039731639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417266920","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":[0.8531747,0.0024919729,0.0001505504,0.0063534905,0.0011666504,0.0003751155,0.000039541384,0.000018466153,0.13622952],"genre_scores_gemma":[0.9831451,0.0016375987,0.00008459004,0.00017380036,0.0001320691,0.000020383033,0.000012883561,0.0000082113365,0.014785353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696696,0.000618869,0.0007037229,0.0006322404,0.00047139984,0.00060679205],"domain_scores_gemma":[0.9989059,0.00033876477,0.0002326169,0.00030861382,0.00012973078,0.00008434763],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000843435,0.00029593112,0.0005336235,0.00051565946,0.0001602514,0.00020581666,0.000829014,0.0002649539,0.001285665],"category_scores_gemma":[0.00012445918,0.00028402972,0.000106926,0.0011261995,0.0012016504,0.0006106765,0.00019356451,0.0003237174,0.00008360589],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016953195,0.00043486585,0.8209408,0.00022597372,0.000051769584,0.000022777765,0.03936228,0.00019338496,0.0013298494,0.039488953,0.001105469,0.09667433],"study_design_scores_gemma":[0.000998282,0.00010958225,0.91952735,0.0020678688,0.00004832084,2.8253643e-7,0.058217112,0.0011202896,0.00009632558,0.0062761204,0.011165019,0.00037345747],"about_ca_topic_score_codex":0.028551295,"about_ca_topic_score_gemma":0.5012749,"teacher_disagreement_score":0.4727236,"about_ca_system_score_codex":0.000087746484,"about_ca_system_score_gemma":0.0010952231,"threshold_uncertainty_score":0.9999612},"labels":[],"label_agreement":null},{"id":"W4417266948","doi":"10.1051/e3sconf/202567708001","title":"Disaster mitigation for vulnerable communities: Technological innovation for sustainable development","year":2025,"lang":"fr","type":"article","venue":"E3S Web of Conferences","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":"Institute on Governance","funders":"","keywords":"Vulnerability (computing); Sustainable development; Disaster mitigation; Resilience (materials science); Technocracy; Disaster risk reduction; Citizen journalism; Warning system; Conceptual framework; Emergency management","score_opus":0.03460685903972456,"score_gpt":0.317126075328524,"score_spread":0.28251921628879945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417266948","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":[0.4605737,0.0016998878,0.080080375,0.018214196,0.0012128666,0.0030723335,0.000034382814,0.00010497747,0.4350073],"genre_scores_gemma":[0.83821225,0.00009595211,0.0020377692,0.00015227769,0.00004184931,0.00031495892,0.000053641397,0.0000040420978,0.15908724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985742,0.00013368479,0.00048019362,0.00018627034,0.00021267157,0.00041295897],"domain_scores_gemma":[0.9982617,0.00057690917,0.00022500618,0.00015268005,0.000760762,0.000022980423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014083922,0.00014846932,0.0002521529,0.0002873397,0.00080677675,0.00016812402,0.0005049059,0.00018383878,0.00022859217],"category_scores_gemma":[0.00034649833,0.00013587243,0.000056725417,0.0010043423,0.0012137379,0.00042441618,0.00012083698,0.000112171016,0.0000031065629],"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":[0.00003316732,0.00011974631,0.0013501294,0.00062312844,0.000050377927,1.6419818e-7,0.003683329,0.000015164396,0.00003725873,0.9204114,0.007234882,0.06644123],"study_design_scores_gemma":[0.00041723857,0.00009619342,0.0003407769,0.00029839907,0.00003389129,3.028339e-8,0.18158749,0.00071051734,0.0012243447,0.102842875,0.71231055,0.00013770543],"about_ca_topic_score_codex":0.00021437206,"about_ca_topic_score_gemma":0.00060604763,"teacher_disagreement_score":0.81756854,"about_ca_system_score_codex":0.00008161416,"about_ca_system_score_gemma":0.0014902737,"threshold_uncertainty_score":0.6205156},"labels":[],"label_agreement":null},{"id":"W564509220","doi":"","title":"Canada-Quebec: the repercussions of Katrina in Quebec","year":2006,"lang":"en","type":"article","venue":"Routes/Roads","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ministry of Transport; Work (physics); Government (linguistics); Christian ministry; Emergency management; Service (business); Natural disaster; Public transport; Plan (archaeology); Business; Geography; Transport engineering; Environmental planning; Engineering; Political science; Meteorology","score_opus":0.007612787248712746,"score_gpt":0.24231975043772355,"score_spread":0.2347069631890108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W564509220","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":[0.6212546,0.00022593827,0.000027594917,0.011945035,0.00036501422,0.00029326323,0.000005510394,0.000030453575,0.36585256],"genre_scores_gemma":[0.8629776,0.000013164799,0.00002170727,0.00016358805,0.000107403335,0.000007187448,0.0000023716857,0.0000040952846,0.13670285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883324,0.00012360631,0.00021380138,0.00015787384,0.0003915639,0.00027991596],"domain_scores_gemma":[0.99954164,0.00009062576,0.00007233048,0.00022653403,0.00003139081,0.000037451777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034637406,0.000076921395,0.000113884686,0.000050007344,0.0002178014,0.00005300909,0.00042421554,0.000043178745,0.00011625528],"category_scores_gemma":[0.00006110668,0.00005091903,0.000042498963,0.0004511317,0.00021036,0.00015432802,0.000070006034,0.00008398386,0.000008621477],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003104523,0.000274224,0.14409655,0.000034664266,0.000024472845,0.00006125034,0.01627176,0.00073387806,0.00034775777,0.49717805,0.29358062,0.047365718],"study_design_scores_gemma":[0.00024373744,0.0000142535255,0.3440699,0.00004863697,0.00001628004,2.4490402e-7,0.0131100565,0.00007963595,0.00009688749,0.001599723,0.6405337,0.00018694658],"about_ca_topic_score_codex":0.9993258,"about_ca_topic_score_gemma":0.99993235,"teacher_disagreement_score":0.49557832,"about_ca_system_score_codex":0.00020576257,"about_ca_system_score_gemma":0.0008416664,"threshold_uncertainty_score":0.20764177},"labels":[],"label_agreement":null},{"id":"W56653880","doi":"10.1007/978-94-007-6107-0_17","title":"Working with Principles and Visions","year":2013,"lang":"en","type":"book-chapter","venue":"MARE publication series","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Vision; Corporate governance; Politics; Process (computing); Resource (disambiguation); Political science; Diversity (politics); Knowledge management; Public relations; Environmental resource management; Sociology; Process management; Business; Computer science","score_opus":0.04591472372428156,"score_gpt":0.254368183679437,"score_spread":0.2084534599551554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W56653880","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007028554,0.00014412448,0.00012318173,0.009118443,0.00008753871,0.0003329562,0.0000018541524,0.000116318544,0.9900053],"genre_scores_gemma":[0.00810526,0.00038787036,0.00038750793,0.00016148476,0.00012156363,0.000040013365,0.00003019158,0.000017018752,0.99074906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991585,0.000013884137,0.00013154007,0.00024424423,0.00030155684,0.0001502474],"domain_scores_gemma":[0.99935675,0.00002999835,0.00015254212,0.00021269823,0.00016645114,0.00008155029],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015051571,0.00012270681,0.000115010196,0.00010650469,0.00043485343,0.0006491692,0.00023043538,0.00010234051,0.0019820766],"category_scores_gemma":[0.000036648962,0.00009636533,0.000020509311,0.000059028884,0.0004483024,0.000539962,0.00012608829,0.00008681216,0.00015176518],"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":[0.000003237192,0.000003159507,0.0005030758,0.000009974786,0.000013194131,2.8141147e-7,0.0013276738,2.5639218e-7,2.2151238e-7,0.9534603,0.008209143,0.03646951],"study_design_scores_gemma":[0.00003104255,0.000014319154,0.0009331709,0.00007130591,0.000012505109,4.43968e-7,0.0011510312,0.0000016285326,3.0244405e-7,0.00632868,0.99131805,0.00013750112],"about_ca_topic_score_codex":0.000063842,"about_ca_topic_score_gemma":0.0011943289,"teacher_disagreement_score":0.98310894,"about_ca_system_score_codex":0.000026762486,"about_ca_system_score_gemma":0.00006404307,"threshold_uncertainty_score":0.9989303},"labels":[],"label_agreement":null},{"id":"W57579224","doi":"10.18584/iipj.2014.5.3.2","title":"Recommended Mitigation Measures for an Influenza Pandemic in Remote and Isolated First Nations Communities of Ontario, Canada: A Community-Based Participatory Research Approach","year":2014,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Indigenous; Pandemic; Interview; Participatory action research; Community-based participatory research; Geography; Environmental health; Business; Environmental resource management; Medicine; Socioeconomics; Environmental planning; Political science; Economic growth; Coronavirus disease 2019 (COVID-19); Sociology; Disease","score_opus":0.19888813985780823,"score_gpt":0.4173547570794696,"score_spread":0.21846661722166139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W57579224","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":[0.98490447,0.000017115355,0.0006245272,0.00089773553,0.00010052619,0.0003196906,0.000015817965,0.000011124288,0.013109024],"genre_scores_gemma":[0.99868566,0.00002991295,0.00047303224,0.0003946135,0.00012405028,0.000017992877,0.000026704683,0.000008598423,0.0002394237],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973507,0.001253701,0.00037771356,0.00008072488,0.000600834,0.0003363391],"domain_scores_gemma":[0.9981064,0.00090902287,0.00018998091,0.00014165627,0.0005285376,0.00012438458],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0041827816,0.000085938744,0.00013958002,0.0006781969,0.00215426,0.00016261733,0.0006189136,0.000071670605,0.000013902285],"category_scores_gemma":[0.0006348412,0.0000868963,0.000031752286,0.0002848523,0.0003415516,0.000294312,0.000054483095,0.0005506722,2.5389616e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025175943,0.0005900653,0.27148992,0.00009529942,0.00013960272,0.0000014026062,0.6905333,0.0039473595,0.00008619625,0.021809928,0.0006516488,0.010403503],"study_design_scores_gemma":[0.006192955,0.0013650776,0.3057872,0.00091073033,0.00007103847,0.00003115974,0.26871887,0.020284424,0.00014038177,0.067594334,0.32796922,0.0009346035],"about_ca_topic_score_codex":0.97971356,"about_ca_topic_score_gemma":0.99939245,"teacher_disagreement_score":0.42181444,"about_ca_system_score_codex":0.0014299274,"about_ca_system_score_gemma":0.0031257658,"threshold_uncertainty_score":0.9991448},"labels":[],"label_agreement":null},{"id":"W584297503","doi":"","title":"Book Review: Harm's Way: Disasters in Western Canada","year":2005,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Harm; Political science; History; Law","score_opus":0.008120232720456541,"score_gpt":0.23126004476802936,"score_spread":0.22313981204757283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W584297503","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34140515,0.0694538,0.00033793758,0.22034375,0.00093929627,0.0020789176,0.000040379153,0.00015284684,0.3652479],"genre_scores_gemma":[0.43999526,0.026893694,0.0005269577,0.024180971,0.00026879844,0.0000014610582,0.000014480128,0.000018274752,0.5081001],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998987,0.00009529692,0.00010783642,0.0001910914,0.0003757081,0.0002430666],"domain_scores_gemma":[0.999583,0.00003983718,0.00009051628,0.00015056464,0.000031697735,0.000104379586],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000212729,0.000077268465,0.00017553409,0.000072042465,0.00017652605,0.000012824399,0.00048199084,0.000038364447,0.00091921556],"category_scores_gemma":[0.000017383503,0.00009323788,0.000049376384,0.00031068758,0.00019652913,0.00045255318,0.00011524318,0.000078978446,0.000045788252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002195596,0.00010007181,0.011240761,0.00021169518,0.000020627853,0.00006335042,0.010000271,0.00009632549,0.000009320255,0.0005909045,0.9446518,0.032992933],"study_design_scores_gemma":[0.00024819834,0.0000109279545,0.013129661,0.00024373112,0.00001468216,1.5377245e-7,0.00707287,0.000038741382,0.000001833278,0.000009193806,0.9791204,0.00010962902],"about_ca_topic_score_codex":0.29964578,"about_ca_topic_score_gemma":0.93533874,"teacher_disagreement_score":0.63569295,"about_ca_system_score_codex":0.0001902606,"about_ca_system_score_gemma":0.00024830387,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null},{"id":"W598495931","doi":"","title":"Flammable Cities: Urban Conflagration and the Making of the Modern World","year":2012,"lang":"en","type":"book","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arson; Firefighting; Flammable liquid; History; Politics; Geography; Archaeology; Cartography; Economic history; Political science; Engineering; Law","score_opus":0.018952243425614933,"score_gpt":0.25706327813607416,"score_spread":0.23811103471045922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W598495931","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005695539,0.0006366784,0.000105734136,0.0011166162,0.00030604514,0.00041859393,0.0000012584485,0.000016168955,0.99734193],"genre_scores_gemma":[0.054119922,0.00006572934,0.000013026333,0.00027089627,0.0002604868,0.000007158646,0.0000010182838,0.000005843768,0.94525594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999134,0.00010262541,0.00014317842,0.000108408574,0.00035427904,0.00015750786],"domain_scores_gemma":[0.99951094,0.0000925898,0.00016850223,0.0001814271,0.00003381308,0.000012699896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055591256,0.0000879079,0.00013322032,0.000030486213,0.00034458458,0.0001073708,0.00036447373,0.000058947782,0.00024247593],"category_scores_gemma":[0.000019204792,0.000042232463,0.00006295806,0.00007109696,0.0010435787,0.00013904691,0.00013325324,0.000096630996,0.0000072377707],"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":[0.000008107741,0.0000034623029,0.00015006041,0.000034225548,0.000021568012,6.852619e-8,0.026406812,0.0000033854901,0.0000010120532,0.8785918,0.09249295,0.0022865678],"study_design_scores_gemma":[0.00016576308,0.0000023979596,0.00009770836,0.00012642102,0.000071528906,4.9319393e-8,0.0029025306,0.00016306208,0.0000019091756,0.055177998,0.9411917,0.000098927005],"about_ca_topic_score_codex":0.00015193918,"about_ca_topic_score_gemma":0.005804644,"teacher_disagreement_score":0.84869874,"about_ca_system_score_codex":0.000029344434,"about_ca_system_score_gemma":0.00009447248,"threshold_uncertainty_score":0.3845109},"labels":[],"label_agreement":null},{"id":"W600148486","doi":"","title":"CANADA INTENSIFIES EFFORTS TO THWART TERRORISM","year":2001,"lang":"en","type":"article","venue":"Aviation week & space technology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Terrorism; Business; Computer security; Aeronautics; Political science; Advertising; Engineering; Computer science; Law","score_opus":0.011696932900972365,"score_gpt":0.2602500101257858,"score_spread":0.24855307722481343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W600148486","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":[0.7316683,0.00005742023,0.0018887984,0.2019919,0.00085743616,0.00038955145,0.0000015493495,0.0003747914,0.062770225],"genre_scores_gemma":[0.9750927,0.000038545444,0.00026497725,0.0012417877,0.00006897842,0.000023575709,0.000002017807,0.0000065866284,0.023260826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902004,0.00002525435,0.00012542246,0.00021670652,0.00027212963,0.0003404464],"domain_scores_gemma":[0.9995419,0.00002479361,0.000060924354,0.00021268679,0.00008782255,0.00007188588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015584125,0.00008689833,0.00011126401,0.00020174398,0.00027529095,0.00003591713,0.00031049244,0.00009783936,0.00012209637],"category_scores_gemma":[0.00019124825,0.00008435115,0.000019143912,0.00079741434,0.00015051325,0.00012530021,0.0000941731,0.00009092855,0.0001153405],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021883572,0.000095087555,0.11000629,0.000009875878,0.000036011243,0.0001062038,0.0077848653,0.000050544168,0.00076219154,0.5493339,0.28098464,0.050808523],"study_design_scores_gemma":[0.00009136616,0.00004546641,0.010341911,0.0000124389335,0.0000078308,0.000001809673,0.016694946,0.000014092056,0.00016995792,0.005054489,0.967422,0.00014367423],"about_ca_topic_score_codex":0.40410233,"about_ca_topic_score_gemma":0.9292313,"teacher_disagreement_score":0.68643737,"about_ca_system_score_codex":0.000149795,"about_ca_system_score_gemma":0.0001878136,"threshold_uncertainty_score":0.5998658},"labels":[],"label_agreement":null},{"id":"W623473338","doi":"10.60082/2817-5069.1294","title":"Book Notes: Catastrophe: Risk and Response, by Richard A. Posner","year":2006,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Law and economics; Economics; Sociology","score_opus":0.005755560649998388,"score_gpt":0.24291296774042215,"score_spread":0.23715740709042377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W623473338","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":[0.05628593,0.013006731,0.0027547844,0.008195321,0.0006367852,0.00028553914,0.00005415252,0.00009871433,0.91868204],"genre_scores_gemma":[0.9736588,0.00092264434,0.00046315833,0.0007962342,0.0003452717,0.0000028341287,0.0000034840773,0.000013115623,0.023794442],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983404,0.00038144644,0.00021555513,0.00019434627,0.00046299605,0.00040525338],"domain_scores_gemma":[0.9993561,0.00013244295,0.00015913005,0.0001218793,0.00005570784,0.00017475514],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009779294,0.00012075132,0.00012975458,0.000049536397,0.0014192953,0.0004326483,0.0002875543,0.00006626066,0.00040550315],"category_scores_gemma":[0.0000730138,0.000100981095,0.000058664285,0.0001202366,0.00040400977,0.00048790712,0.000060647344,0.00023906962,0.000069692076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043991744,0.0002484102,0.011343601,0.00001142209,0.000062511834,0.00014621163,0.0035854229,0.000087701075,0.0013684065,0.17241023,0.79991114,0.010385045],"study_design_scores_gemma":[0.00053172116,0.00008448306,0.0036955052,0.000027196238,0.000041789215,0.000016095559,0.0012277687,0.000018605333,0.000082805054,0.0106466655,0.9834137,0.00021365771],"about_ca_topic_score_codex":0.029859629,"about_ca_topic_score_gemma":0.031248627,"teacher_disagreement_score":0.9173729,"about_ca_system_score_codex":0.00006122538,"about_ca_system_score_gemma":0.0000452717,"threshold_uncertainty_score":0.99988073},"labels":[],"label_agreement":null},{"id":"W632023803","doi":"10.1093/oxfordhb/9780190847388.013.31","title":"Qualitative Disaster Research","year":2020,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Credibility; Preparedness; Qualitative research; Disaster research; Homeland security; Disaster risk reduction; Emergency management; Trustworthiness; Political science; Engineering ethics; Engineering; Computer security; Environmental planning; Geography; Sociology; Terrorism; Computer science; Social science","score_opus":0.17963598938310854,"score_gpt":0.38145879767907176,"score_spread":0.20182280829596322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W632023803","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037222995,0.00003441614,0.00007708574,0.0004217388,0.00017771183,0.00051674765,0.00003958026,0.000104325954,0.9985912],"genre_scores_gemma":[0.002254394,0.00021150279,0.00007824343,0.00006813189,0.00022059643,8.752919e-7,0.000011048121,0.0000246456,0.9971306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975709,0.00038874047,0.00013838655,0.0005068282,0.0009771837,0.0004179853],"domain_scores_gemma":[0.99888986,0.00024828364,0.00011535961,0.0003052358,0.00019157113,0.0002496656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006209949,0.0002076687,0.00025762036,0.00018159892,0.00081299467,0.0001428855,0.0010274741,0.00026717604,0.00020196402],"category_scores_gemma":[0.000038606046,0.00022778897,0.00015322822,0.000026624484,0.0015307966,0.00017859763,0.00070664834,0.00057565334,0.000027897999],"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":[0.000056261266,0.0000062669124,6.287769e-7,0.00003594525,0.000059603855,0.000076646415,0.073240384,3.0176219e-7,0.0000010981679,0.90623677,0.017148582,0.0031375072],"study_design_scores_gemma":[0.00016801101,0.000048839014,9.735566e-7,0.00008774193,0.000044619253,8.498108e-8,0.04042167,0.000002702398,0.0000016417138,0.010277986,0.9486967,0.000249064],"about_ca_topic_score_codex":0.00029003923,"about_ca_topic_score_gemma":0.00039436325,"teacher_disagreement_score":0.93154806,"about_ca_system_score_codex":0.00018814676,"about_ca_system_score_gemma":0.00016540714,"threshold_uncertainty_score":0.9288965},"labels":[],"label_agreement":null},{"id":"W632505694","doi":"","title":"YOU AND WHOSE ARMY? A REVIEW OF THE JANUARY 1999 TORONTO SNOW EMERGENCY. IN: WEATHER AND TRANSPORTATION IN CANADA","year":2003,"lang":"en","type":"review","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Snow; Hazard; Winter storm; Meteorology; Snow removal; Emergency management; Environmental science; Storm; Hazard analysis; Climatology; Geography; Engineering; Political science","score_opus":0.01878765772216326,"score_gpt":0.3008601713981649,"score_spread":0.2820725136760016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W632505694","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006310199,0.9350225,4.7062127e-7,0.00011420191,0.00016987354,0.00085386774,0.000006150056,0.0000019032539,0.06376795],"genre_scores_gemma":[0.00005578057,0.99335533,0.000007938867,0.00009303268,0.000010929373,0.000032925,0.0000037454854,0.000005175509,0.006435168],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874026,0.00021545355,0.00043199424,0.00020302087,0.00025182115,0.00015743799],"domain_scores_gemma":[0.9996339,0.000027045247,0.0001555835,0.00012936506,0.00001361591,0.00004047043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004199016,0.0001351121,0.0005008045,0.000022576702,0.00004370258,0.0000074237346,0.00019482664,0.00005287258,0.00038408086],"category_scores_gemma":[0.000022981098,0.00008317104,0.00006139712,0.0002791739,0.00006551544,0.00012399389,0.000012823764,0.00007164945,3.9837812e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.061704e-7,0.000021588008,0.0027993578,0.032390237,0.000016515512,0.0000039637703,0.0022142583,7.630055e-8,8.991126e-9,0.0020687543,0.005307966,0.9551765],"study_design_scores_gemma":[0.000043549564,0.0000033724057,0.0012430804,0.021151409,0.000077401775,1.2770592e-7,0.0018138601,1.9491503e-7,7.821654e-9,0.00003497903,0.97552204,0.00010995637],"about_ca_topic_score_codex":0.906238,"about_ca_topic_score_gemma":0.9984852,"teacher_disagreement_score":0.97021407,"about_ca_system_score_codex":0.00015285485,"about_ca_system_score_gemma":0.0005373518,"threshold_uncertainty_score":0.4205416},"labels":[],"label_agreement":null},{"id":"W634831639","doi":"","title":"Bridges Fit for Their Communities","year":2005,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"General partnership; Process management; Quality assurance; Engineering management; Computer science; Process (computing); Bridge (graph theory); Knowledge management; Business; Engineering; Risk analysis (engineering); Marketing","score_opus":0.04783965196347798,"score_gpt":0.3344857445582844,"score_spread":0.2866460925948064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W634831639","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":[0.67114544,0.0003584591,0.0007312833,0.13110155,0.0002565187,0.00060588017,0.00050185545,0.00011964282,0.19517937],"genre_scores_gemma":[0.9939552,0.0004017222,0.00016266342,0.0024139923,0.00047729327,0.000028374172,0.000025361936,0.0000053854915,0.002530023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989112,0.000093028655,0.00018321733,0.00012558304,0.0001511798,0.0005358162],"domain_scores_gemma":[0.9993654,0.00016084357,0.000052443527,0.00016849165,0.000091207716,0.00016161257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029252362,0.0001071268,0.00012323773,0.00016130765,0.00054253096,0.00032790928,0.0003231261,0.00006477234,0.00002848889],"category_scores_gemma":[0.00021391228,0.00010750015,0.00004789255,0.0002858754,0.00064362225,0.0004110137,0.00010130323,0.000056118366,0.000009453108],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014780318,0.000047043173,0.021835465,0.000010418052,0.000009800228,1.368723e-7,0.004732435,0.000020049674,1.5630944e-7,0.9554564,0.0035844957,0.01430215],"study_design_scores_gemma":[0.0005313736,0.00002472182,0.07152008,0.000018064531,0.000009543113,0.0000014308695,0.058215737,0.0024925442,0.0000026368548,0.022897283,0.84407675,0.0002098362],"about_ca_topic_score_codex":0.04208969,"about_ca_topic_score_gemma":0.023913898,"teacher_disagreement_score":0.9325591,"about_ca_system_score_codex":0.0002749001,"about_ca_system_score_gemma":0.00035599605,"threshold_uncertainty_score":0.99389714},"labels":[],"label_agreement":null},{"id":"W637512637","doi":"","title":"Caught out in a Crisis","year":2010,"lang":"en","type":"article","venue":"Rail professional","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Crisis management; Public relations; Action plan; Action (physics); Business; Training (meteorology); Statute; Standardization; Operations management; Engineering; Management; Computer science; Political science; Economics","score_opus":0.016146328841793005,"score_gpt":0.35567966217119884,"score_spread":0.33953333332940583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W637512637","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":[0.61652386,0.000019070023,0.000018529181,0.022593139,0.0036143507,0.0002135808,0.0000015202495,0.000048877853,0.35696706],"genre_scores_gemma":[0.8749236,0.000004256727,0.00015033998,0.0004130866,0.00020899047,0.000015969918,0.0000014226035,0.000003277109,0.1242791],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914116,0.00007558429,0.000100274796,0.00014126998,0.00032011658,0.00022158565],"domain_scores_gemma":[0.99974495,0.0000451055,0.000029068178,0.00009453849,0.000022477952,0.000063883344],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004760704,0.00004986341,0.000062368985,0.0000611549,0.00022217406,0.00003056774,0.00023828285,0.00007054531,0.0017030103],"category_scores_gemma":[0.00008247604,0.000039228697,0.000026217876,0.00011021168,0.00012722526,0.00024181313,0.00007549718,0.00020262109,0.0002866244],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004834718,0.0005336502,0.08930758,0.00003271201,0.000012518,0.000040632,0.1159686,0.0000019840415,0.0029530043,0.38820902,0.3822165,0.020675475],"study_design_scores_gemma":[0.00033007294,0.000005512036,0.036702342,0.000030149129,0.0000032932662,1.6839648e-7,0.022118967,0.00001966952,0.000037792015,0.011328626,0.92926764,0.00015578445],"about_ca_topic_score_codex":0.00023774781,"about_ca_topic_score_gemma":0.020360619,"teacher_disagreement_score":0.54705113,"about_ca_system_score_codex":0.000013489561,"about_ca_system_score_gemma":0.00011263485,"threshold_uncertainty_score":0.9992096},"labels":[],"label_agreement":null},{"id":"W6888836593","doi":"10.22108/gep.2022.132258.1482","title":"Analysis of the Interaction of Resilience Variables of New Urban Habitations against Earthquake Risk: A Case Study of Isfahan Metropolitan)","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Resilience (materials science); Natural disaster; Psychological resilience; Affect (linguistics); Natural (archaeology); Risk management; Deterrence theory","score_opus":0.19281391379743193,"score_gpt":0.5424287724887776,"score_spread":0.3496148586913457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888836593","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":[0.99067533,0.0004988365,0.000105720224,0.000059131708,0.0002789195,0.0005515175,0.00004481939,0.000011862421,0.007773882],"genre_scores_gemma":[0.99776316,0.0010951902,0.000057765472,0.000010675369,0.0000329917,0.000009454007,0.0000023125654,0.000010598298,0.0010178377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99632007,0.0009296884,0.0011226374,0.00028660707,0.00109502,0.00024597085],"domain_scores_gemma":[0.9958914,0.00080536766,0.0021534655,0.0005373268,0.0004918366,0.00012063787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002464441,0.0001551567,0.0007174997,0.0016274439,0.00035968615,0.00017693939,0.0020499032,0.000054347533,0.0008017449],"category_scores_gemma":[0.0012645664,0.000120034056,0.00030399338,0.00827236,0.0004856722,0.0013433363,0.0006047736,0.00017121172,0.0000012314819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006418542,0.000563692,0.95370644,0.000060618033,0.0010616934,0.000014220839,0.023350812,0.008623431,0.0033294004,0.00047563805,0.0034248566,0.005325019],"study_design_scores_gemma":[0.00030773063,0.000036233185,0.8549932,0.00019312302,0.0010369411,5.7644274e-7,0.140494,0.0005056888,0.0012325651,0.00077526114,0.00028833855,0.0001363247],"about_ca_topic_score_codex":0.07264798,"about_ca_topic_score_gemma":0.026765995,"teacher_disagreement_score":0.11714319,"about_ca_system_score_codex":0.000068698275,"about_ca_system_score_gemma":0.0002099175,"threshold_uncertainty_score":0.99099296},"labels":[],"label_agreement":null},{"id":"W6888891740","doi":"10.22108/gep.2022.130271.1453","title":"Evaluation of the Resilience of District 20 of Tehran Metropolitan Region (TMR) against Environmental Hazards Using Fuzzy Functions in GIS Software","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Resilience (materials science); Metropolitan area; Geographic information system; Fuzzy logic; Software; Natural hazard; Natural disaster; Fuzzy set","score_opus":0.22202141150279497,"score_gpt":0.5125812370231024,"score_spread":0.29055982552030746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888891740","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":[0.9841024,0.0028593775,0.00016507464,0.000089628884,0.0003872183,0.0006428778,0.00006950875,0.0000060165703,0.011677882],"genre_scores_gemma":[0.99879426,0.00071675814,0.00005374196,0.000022429396,0.000031642398,0.000022085631,0.0000058290448,0.000012133279,0.00034112483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947191,0.0014443492,0.0007729601,0.00028088343,0.0025271033,0.00025561033],"domain_scores_gemma":[0.9979469,0.00018405926,0.0012418053,0.00039689828,0.00015537237,0.00007494766],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003978107,0.0001433416,0.00039062,0.0005595273,0.00058263796,0.00010458769,0.0021668142,0.000045385073,0.001594541],"category_scores_gemma":[0.00056620745,0.00012236505,0.00018350453,0.0018727671,0.0007203553,0.0011052922,0.000984217,0.00021411615,5.008358e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008462363,0.00054109964,0.93202037,0.00005167522,0.00008691277,0.0000029020018,0.0023653929,0.01360431,0.026665878,0.00025090866,0.0020330467,0.022292884],"study_design_scores_gemma":[0.0006151161,0.000025967056,0.96545464,0.00025457493,0.00025090843,0.0000011764611,0.024766827,0.0007512524,0.0027749839,0.0037690448,0.001098143,0.00023735625],"about_ca_topic_score_codex":0.0044843853,"about_ca_topic_score_gemma":0.0007454669,"teacher_disagreement_score":0.033434283,"about_ca_system_score_codex":0.00069800013,"about_ca_system_score_gemma":0.0003570634,"threshold_uncertainty_score":0.9993181},"labels":[],"label_agreement":null},{"id":"W6892234728","doi":"10.5167/uzh-269789","title":"A Wave of Lynching: Morality and Authority in Post-Tsunami Aceh","year":2023,"lang":"en","type":"article","venue":"Zurich Open Repository and Archive (University of Zurich)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Morality; Salient; Argument (complex analysis); Collective action; Shock (circulatory); Government (linguistics); Quarter (Canadian coin)","score_opus":0.025545421704981093,"score_gpt":0.2651802057332476,"score_spread":0.2396347840282665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892234728","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":[0.9223438,0.000041125513,0.00010169357,0.00070377317,0.00006874388,0.00029594684,0.000012044719,0.00002225457,0.07641064],"genre_scores_gemma":[0.9927686,0.00017771304,0.00084127026,0.000013839717,0.000014610499,3.6485608e-7,0.000005119674,0.0000034975824,0.0061749937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998608,0.0005832194,0.0001258964,0.00027428815,0.00021108169,0.00019751934],"domain_scores_gemma":[0.9993173,0.00025880928,0.00013127102,0.00014870646,0.000041664352,0.00010226194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011376635,0.000082687766,0.00021679646,0.00016892026,0.0005109135,0.000052663858,0.0004039686,0.000048771817,0.000017831206],"category_scores_gemma":[0.00005533188,0.00009155416,0.000038934795,0.00043537538,0.0006452722,0.0004903834,0.00080911437,0.000103964514,0.0000023667537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007349369,0.0006850903,0.44931403,0.0005740735,0.0002214118,0.0006803752,0.340272,0.000055899924,0.012127234,0.1640122,0.0076628905,0.023659864],"study_design_scores_gemma":[0.0005797701,0.00012592823,0.91571456,0.00008716884,0.000038287788,0.0000020919683,0.07150796,0.00046943978,0.000051660383,0.0053721005,0.0058702333,0.00018079595],"about_ca_topic_score_codex":0.008916352,"about_ca_topic_score_gemma":0.0027437897,"teacher_disagreement_score":0.46640053,"about_ca_system_score_codex":0.000016125514,"about_ca_system_score_gemma":0.000065089705,"threshold_uncertainty_score":0.99768335},"labels":[],"label_agreement":null},{"id":"W6893097520","doi":"10.5281/zenodo.14489838","title":"Readiness of Community Members on Disaster Risk Reduction and Management","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Emergency management; Descriptive statistics; Cronbach's alpha; Risk management; Quarter (Canadian coin); Descriptive research; Payment; Disaster preparedness","score_opus":0.038633184274172595,"score_gpt":0.2914795457824305,"score_spread":0.2528463615082579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893097520","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":[0.25791293,0.000054143136,0.0003108071,0.0008165224,0.00019461129,0.0003339844,0.000027383001,0.00034193197,0.7400077],"genre_scores_gemma":[0.99336046,0.00053389027,0.0000402147,0.000021522248,0.000059801398,3.3064563e-8,0.000060758503,0.00016648327,0.0057568527],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987501,0.00055251614,0.000114483,0.00014879674,0.00027875628,0.000155351],"domain_scores_gemma":[0.9995873,0.000023285227,0.00003993325,0.0002064167,0.00007823242,0.00006484852],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010036724,0.00006168841,0.000063407955,0.00016364857,0.0018676328,0.0004719913,0.00040602055,0.000025160418,0.0016055835],"category_scores_gemma":[0.0000971024,0.00005823928,0.000022777678,0.0004228228,0.00036763915,0.00022526224,0.00043719055,0.00015754483,0.00052333204],"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":[0.000088868735,0.00018518989,0.000008034238,0.00039005527,0.00009975236,0.000007085865,0.06083469,0.00006709743,0.00033535957,0.15744159,0.15163016,0.6289121],"study_design_scores_gemma":[0.00011598606,0.000095383475,0.0010231186,0.00007979221,0.00002441396,0.000002571609,0.019955551,0.000069634094,0.000035648696,0.000932055,0.9775885,0.00007739017],"about_ca_topic_score_codex":0.00015429416,"about_ca_topic_score_gemma":0.0000036879264,"teacher_disagreement_score":0.8259583,"about_ca_system_score_codex":0.000054057266,"about_ca_system_score_gemma":0.0000010239685,"threshold_uncertainty_score":0.9994318},"labels":[],"label_agreement":null},{"id":"W6901592452","doi":"10.60692/6nrby-pdk55","title":"A Global Analysis of the Relationship Between Urbanization and Fatalities in Earthquake-Prone Areas","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","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":"University of Waterloo","funders":"","keywords":"Urbanization; Population; Context (archaeology); Population growth; Developing country; Socioeconomic status; Psychological resilience; Resilience (materials science)","score_opus":0.04933796052016792,"score_gpt":0.2572583359732502,"score_spread":0.20792037545308228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901592452","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":[0.9823965,0.0000061650876,0.0017028579,0.0001194518,0.00006384473,0.00013714326,0.0000419944,0.000020048095,0.015511995],"genre_scores_gemma":[0.99946827,1.1604702e-7,0.000021154608,0.00001900368,0.000014330442,0.000005207245,0.000015762233,9.554618e-7,0.00045520216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999118,0.00015310069,0.0002926327,0.00006806806,0.00027252926,0.00009572094],"domain_scores_gemma":[0.9995775,0.000017984772,0.00015327863,0.00013826296,0.00008758615,0.000025382902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003356359,0.000048314778,0.00011930304,0.000101777165,0.00015148094,0.00011859479,0.00009619152,0.00004463149,0.000008364514],"category_scores_gemma":[0.0000958768,0.00003680621,0.000038775644,0.0016489049,0.00007603325,0.00048416256,0.000051021303,0.000023932931,0.000007827212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001319566,5.7378605e-7,0.90179545,0.000041006584,0.00003084688,1.3510612e-7,0.08474039,0.00012148255,5.780698e-9,0.013104461,0.0000045971788,0.00015971663],"study_design_scores_gemma":[0.00010590414,0.0000016338282,0.91822696,0.00004241811,0.000096563024,1.3984267e-7,0.08126746,0.00013884873,0.0000012638096,0.00002510891,0.0000555575,0.000038164646],"about_ca_topic_score_codex":0.00012579969,"about_ca_topic_score_gemma":0.00014191591,"teacher_disagreement_score":0.017071769,"about_ca_system_score_codex":0.00004949831,"about_ca_system_score_gemma":0.000044921333,"threshold_uncertainty_score":0.15009136},"labels":[],"label_agreement":null},{"id":"W6901696273","doi":"10.60692/pxxg9-kxk69","title":"A Global Analysis of the Relationship Between Urbanization and Fatalities in Earthquake-Prone Areas","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","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":"University of Waterloo","funders":"","keywords":"Urbanization; Population; Context (archaeology); Population growth; Developing country; Socioeconomic status; Psychological resilience; Resilience (materials science)","score_opus":0.04933796052016792,"score_gpt":0.2572583359732502,"score_spread":0.20792037545308228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901696273","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":[0.9823965,0.0000061650876,0.0017028579,0.0001194518,0.00006384473,0.00013714326,0.0000419944,0.000020048095,0.015511995],"genre_scores_gemma":[0.99946827,1.1604702e-7,0.000021154608,0.00001900368,0.000014330442,0.000005207245,0.000015762233,9.554618e-7,0.00045520216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999118,0.00015310069,0.0002926327,0.00006806806,0.00027252926,0.00009572094],"domain_scores_gemma":[0.9995775,0.000017984772,0.00015327863,0.00013826296,0.00008758615,0.000025382902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003356359,0.000048314778,0.00011930304,0.000101777165,0.00015148094,0.00011859479,0.00009619152,0.00004463149,0.000008364514],"category_scores_gemma":[0.0000958768,0.00003680621,0.000038775644,0.0016489049,0.00007603325,0.00048416256,0.000051021303,0.000023932931,0.000007827212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001319566,5.7378605e-7,0.90179545,0.000041006584,0.00003084688,1.3510612e-7,0.08474039,0.00012148255,5.780698e-9,0.013104461,0.0000045971788,0.00015971663],"study_design_scores_gemma":[0.00010590414,0.0000016338282,0.91822696,0.00004241811,0.000096563024,1.3984267e-7,0.08126746,0.00013884873,0.0000012638096,0.00002510891,0.0000555575,0.000038164646],"about_ca_topic_score_codex":0.00012579969,"about_ca_topic_score_gemma":0.00014191591,"teacher_disagreement_score":0.017071769,"about_ca_system_score_codex":0.00004949831,"about_ca_system_score_gemma":0.000044921333,"threshold_uncertainty_score":0.15009136},"labels":[],"label_agreement":null},{"id":"W6901740161","doi":"10.60692/rd3xv-8w550","title":"Alternatives for sustained disaster risk reduction: A re-assessment","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","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":"Campus Notre-Dame-de-Foy; Collège de Rosemont","funders":"","keywords":"French; Vulnerability (computing); Disaster risk reduction; Context (archaeology); Poison control; Citizen journalism; Disaster research","score_opus":0.0426505589464566,"score_gpt":0.30270914002042965,"score_spread":0.26005858107397306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901740161","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":[0.77833176,0.0000015692045,0.04135903,0.0011115801,0.0024403476,0.0020649324,0.00010683294,0.0009454807,0.17363848],"genre_scores_gemma":[0.9894934,9.4312924e-7,0.00022413454,0.000030364241,0.0002593702,0.00021980156,0.00001867999,0.000006330055,0.009746971],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986597,0.00011770424,0.0003494368,0.00014242472,0.00041399815,0.0003167473],"domain_scores_gemma":[0.9992947,0.00001569228,0.00025899053,0.00019566293,0.00015781564,0.00007712441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094159535,0.000107168395,0.0001290743,0.00025050328,0.0006496036,0.00038327277,0.0002330289,0.000051907416,0.00003276748],"category_scores_gemma":[0.000037992708,0.000087826986,0.000078691075,0.00045504776,0.000087621745,0.0011154942,0.00006299528,0.00004867926,0.0004039817],"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":[0.000059818234,0.000003182807,0.041454207,0.0003248715,0.00007060424,0.0000016343029,0.9276838,0.0003134328,5.294796e-7,0.021334385,0.0055022542,0.003251328],"study_design_scores_gemma":[0.00072769815,0.000040625786,0.02066624,0.00006885372,0.000028965967,5.839085e-7,0.95685387,0.0030302247,0.000010444128,0.00006154752,0.018329684,0.0001812774],"about_ca_topic_score_codex":0.000037339738,"about_ca_topic_score_gemma":0.00000283854,"teacher_disagreement_score":0.21116166,"about_ca_system_score_codex":0.00014288734,"about_ca_system_score_gemma":0.00005149658,"threshold_uncertainty_score":0.5192503},"labels":[],"label_agreement":null},{"id":"W6901884895","doi":"10.60692/z3e6z-tx522","title":"Reviewing volcano hazard and risk communications in Ecuador: experiences from a fast-format workshop","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","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":"Simon Fraser University","funders":"","keywords":"Risk communication; Hazard; Volcano; Volcanic hazards; Process (computing); Dissemination; Hazard analysis","score_opus":0.053815505422504156,"score_gpt":0.2778706283239092,"score_spread":0.22405512290140503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901884895","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":[0.95958173,0.00021635556,0.0008938761,0.00020660371,0.00025738447,0.0002802716,0.000020768553,0.00008529259,0.038457703],"genre_scores_gemma":[0.99875414,0.00011223474,0.00051014073,0.00010874691,0.000037719354,0.00008961039,0.000012790228,0.0000031962516,0.00037144468],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99858254,0.00029659594,0.00047387995,0.00012920104,0.0002979085,0.00021988894],"domain_scores_gemma":[0.9991304,0.000032059237,0.0002310292,0.00043948353,0.00008816155,0.0000788488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005988331,0.000104057464,0.0001849863,0.00011837283,0.00048593368,0.00050647464,0.00037593814,0.00006706468,0.000046591565],"category_scores_gemma":[0.00009185161,0.00009059056,0.000041716678,0.00043319026,0.00015661439,0.0015451042,0.0002335518,0.00010163734,0.00015551143],"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":[0.000003974194,0.0000017094707,0.18807681,0.00005397548,0.000011319873,0.0000018411546,0.8026645,0.000010913258,9.010811e-8,0.00024216082,0.00010589926,0.0088267615],"study_design_scores_gemma":[0.00026321056,0.0000035080793,0.031484306,0.0003932179,0.00001779762,0.0000010715246,0.9595357,0.0010443117,0.0000106210155,0.000006618812,0.007099494,0.00014013353],"about_ca_topic_score_codex":0.00024781222,"about_ca_topic_score_gemma":0.0002270437,"teacher_disagreement_score":0.15687117,"about_ca_system_score_codex":0.00007741037,"about_ca_system_score_gemma":0.000054984786,"threshold_uncertainty_score":0.48839465},"labels":[],"label_agreement":null},{"id":"W6902065488","doi":"10.6084/m9.figshare.16960465","title":"Additional file 1 of Integrating hazard, exposure, vulnerability and resilience for risk and emergency management in a volcanic context: the ADVISE model","year":2021,"lang":"en","type":"article","venue":"Open MIND","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":"York University","funders":"","keywords":"Resilience (materials science); Vulnerability (computing); Risk management; Emergency management; Vulnerability assessment","score_opus":0.029335185960963125,"score_gpt":0.3201656617571688,"score_spread":0.2908304757962057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902065488","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":[0.46498492,0.0009809693,0.001942627,0.0015085163,0.00023616935,0.004602083,0.098312445,0.000006732921,0.42742553],"genre_scores_gemma":[0.93170494,0.00040807907,0.018350778,0.000054846427,0.000041572912,0.0007326167,0.00080033496,0.00000889301,0.04789791],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990565,0.00013944677,0.00021162826,0.00027822208,0.00016307305,0.00015108213],"domain_scores_gemma":[0.99920017,0.00044819395,0.00010206251,0.00014437865,0.0000664602,0.00003876106],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057212997,0.000067989706,0.000111473506,0.000024819397,0.0002997784,0.000068779715,0.000267873,0.000026000267,0.078910746],"category_scores_gemma":[0.0007240758,0.000051906263,0.000026446125,0.00020401926,0.0002340477,0.00024034175,0.00025699733,0.00006418051,0.0000041912876],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004897686,0.00013290273,0.00203194,0.00003538458,0.000027710998,0.0000038893486,0.0117814,0.00011177203,0.000013089069,0.0028351229,0.33429027,0.64868754],"study_design_scores_gemma":[0.0010347116,0.00012246401,0.034318965,0.00039351525,0.00007086866,9.1387165e-7,0.17751037,0.027905805,0.00004709901,0.018853156,0.7393472,0.00039490222],"about_ca_topic_score_codex":0.00019388366,"about_ca_topic_score_gemma":0.022993749,"teacher_disagreement_score":0.64829266,"about_ca_system_score_codex":0.000016305192,"about_ca_system_score_gemma":0.000092211216,"threshold_uncertainty_score":0.99483407},"labels":[],"label_agreement":null},{"id":"W6907732665","doi":"10.25316/ir-11249","title":"The Nanaimo Free Press [Wednesday, September 2, 1874]","year":2019,"lang":"en","type":"other","venue":"VIUSpace (Vancouver Island University Library)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Free press; Free enterprise; Gloom; George (robot)","score_opus":0.007850549002841925,"score_gpt":0.20491328962931263,"score_spread":0.1970627406264707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907732665","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007580162,0.00053911353,0.000041007897,0.0013046258,0.0047801537,0.0006556184,0.00008347949,0.0004130339,0.9921754],"genre_scores_gemma":[0.00011589591,0.0022186188,0.00006344548,0.00011525932,0.00045001967,0.0000011873616,0.0000037256427,0.00014589998,0.99688596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979555,0.0002827691,0.00011103128,0.00048912264,0.0005940194,0.00056754675],"domain_scores_gemma":[0.99859,0.00013541251,0.00023209624,0.00086394424,0.000020380841,0.00015819531],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010402876,0.00030701212,0.00028792454,0.00017265951,0.0006820216,0.00028830007,0.0021134636,0.00034427008,0.0018088819],"category_scores_gemma":[0.000019250618,0.00023683965,0.00018266088,0.00039835542,0.0005730142,0.0006967093,0.0007891771,0.00027212373,0.00049003446],"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":[0.000025958878,0.000029149232,0.000062885956,0.0000390748,0.00009878075,0.000033596636,0.0012450495,0.0000041306234,1.3493421e-7,0.010808025,0.987299,0.00035418096],"study_design_scores_gemma":[0.0005150996,0.000020774778,0.000017744835,0.00010583062,0.000067145134,7.198591e-8,0.005728742,0.000007932501,0.000001532066,0.00018068028,0.9929882,0.0003662111],"about_ca_topic_score_codex":0.003490217,"about_ca_topic_score_gemma":0.73062557,"teacher_disagreement_score":0.72713536,"about_ca_system_score_codex":0.00005491885,"about_ca_system_score_gemma":0.00021471457,"threshold_uncertainty_score":0.9991036},"labels":[],"label_agreement":null},{"id":"W6908895609","doi":"10.34989/san-2025-8","title":"Natural disasters and inflation in Canada","year":2025,"lang":"en","type":"article","venue":"Bank of Canada Research","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":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Natural disaster; Inflation (cosmology); Volatility (finance); Natural (archaeology); Affect (linguistics)","score_opus":0.017678139476938075,"score_gpt":0.3350518238944609,"score_spread":0.31737368441752284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6908895609","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":[0.8654592,0.00021424079,0.0000011680977,0.0048681595,0.00016407446,0.00014605526,0.0000016086693,0.000001429613,0.12914404],"genre_scores_gemma":[0.98936814,0.000024613135,0.0000063323314,0.00006826383,0.000010170971,0.0000039517718,8.0179154e-7,0.0000011945037,0.010516522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987052,0.00013528633,0.000101388854,0.00010101904,0.0006913517,0.00026574312],"domain_scores_gemma":[0.99960935,0.00018351813,0.00001457682,0.00007326733,0.00007151974,0.000047748912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005543133,0.000031287134,0.00006286595,0.000107421496,0.00015127032,0.000024466357,0.00018202844,0.000013102377,0.000027900314],"category_scores_gemma":[0.0002120082,0.000029640187,0.0000046612004,0.00052683556,0.00015428355,0.0000793183,0.00006949611,0.00010238605,9.892785e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011432828,0.000029588477,0.49486774,0.00028927025,0.000037325117,0.0000685097,0.007020889,0.00032301477,0.0003312847,0.17347941,0.21750993,0.10592872],"study_design_scores_gemma":[0.00039115996,0.0000109086395,0.7588437,0.00013169926,0.0000028331729,6.7954154e-8,0.051227264,0.00071549637,0.00015316777,0.0016163772,0.1867815,0.00012581759],"about_ca_topic_score_codex":0.999874,"about_ca_topic_score_gemma":0.99999815,"teacher_disagreement_score":0.26397598,"about_ca_system_score_codex":0.00064879516,"about_ca_system_score_gemma":0.007903636,"threshold_uncertainty_score":0.99772066},"labels":[],"label_agreement":null},{"id":"W6909321153","doi":"10.35010/ecuad:18142","title":"Critical Response and Preparedness for Resilient Futures","year":2023,"lang":"en","type":"article","venue":"Emily Carr University of Art and Design Repository","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conversation; Natural disaster; Preparedness; Wonder; Government (linguistics); Everyday life; Critical mass (sociodynamics); Futures contract","score_opus":0.016010875245291274,"score_gpt":0.26876549848034403,"score_spread":0.25275462323505277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6909321153","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":[0.9703341,0.00029816644,0.0023262277,0.0009772779,0.00038238298,0.00039025163,0.000004672613,0.00010344819,0.025183478],"genre_scores_gemma":[0.9749119,0.00018653389,0.00072971726,0.000024866195,0.000060831502,8.4821403e-7,0.0000011030436,0.0000037910731,0.024080362],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9992615,0.00018578062,0.000062717285,0.00018073125,0.00015858893,0.00015065761],"domain_scores_gemma":[0.99926966,0.0004626416,0.000027516122,0.000086015534,0.000064719636,0.00008943642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005365303,0.000052562722,0.000091935566,0.00011830075,0.00072586,0.000034426484,0.00010532259,0.00005244173,0.000005161317],"category_scores_gemma":[0.00011743887,0.000057059933,0.000032260206,0.00015888526,0.0005556051,0.00015104827,0.00006553929,0.000028472276,0.0000022734444],"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":[0.005945126,0.0000881437,0.008016887,0.00029418877,0.000095826195,0.0002377788,0.19854355,0.00008287719,0.024623908,0.021688823,0.7369115,0.0034714444],"study_design_scores_gemma":[0.0016933733,0.0008204389,0.10165582,0.00020290953,0.00021962522,0.000006372961,0.45269793,0.0008252106,0.0016796105,0.0034407529,0.4361378,0.00062018173],"about_ca_topic_score_codex":0.00008068747,"about_ca_topic_score_gemma":0.000052803436,"teacher_disagreement_score":0.30077365,"about_ca_system_score_codex":0.000016033804,"about_ca_system_score_gemma":0.00006550208,"threshold_uncertainty_score":0.55828017},"labels":[],"label_agreement":null},{"id":"W6912016212","doi":"10.5281/zenodo.15687501","title":"Disastrous resonances: Social memory dynamics and extreme events. Key questions for cultural loss and landscape sustainability","year":2025,"lang":"en","type":"preprint","venue":"Zenodo (CERN European Organization for Nuclear Research)","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":"Simon Fraser University","funders":"","keywords":"Sustainability; Salient; Key (lock); Perspective (graphical); Bridging (networking); Focus (optics); Social dynamics; Cascading failure","score_opus":0.03561109842369797,"score_gpt":0.3075143816439213,"score_spread":0.27190328322022334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912016212","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":[0.40363327,0.0019130764,0.028661402,0.03396736,0.0013343452,0.009166832,0.0041727386,0.002485493,0.5146655],"genre_scores_gemma":[0.9732028,0.0008782198,0.0003547309,0.00007829036,0.00038333173,0.0000011111351,0.0016175655,0.00030863567,0.02317531],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801904,0.0004560378,0.00022867977,0.0005646509,0.00033553335,0.00039608293],"domain_scores_gemma":[0.9987894,0.000048142516,0.00013007077,0.00022739808,0.0006780024,0.00012694547],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00092610857,0.00017277546,0.00020339112,0.00013398641,0.004166383,0.00097624096,0.0007466712,0.00014237773,0.00030054795],"category_scores_gemma":[0.00090501783,0.0001743123,0.00006386258,0.0002572139,0.0007338353,0.0002513328,0.0023260207,0.00028458948,0.000021101909],"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":[0.00027366367,0.00034382704,0.0006335712,0.0019444075,0.0001584752,0.000010982982,0.064471975,0.00011666439,0.0000066278067,0.27632096,0.09537147,0.5603474],"study_design_scores_gemma":[0.000731396,0.00010624443,0.005390938,0.00015698637,0.00009541675,0.0000039024967,0.043309763,0.0021742103,0.0000010273768,0.015517452,0.93207693,0.00043574674],"about_ca_topic_score_codex":0.00021650088,"about_ca_topic_score_gemma":0.00008212665,"teacher_disagreement_score":0.83670545,"about_ca_system_score_codex":0.00030802758,"about_ca_system_score_gemma":0.000026817703,"threshold_uncertainty_score":0.99713004},"labels":[],"label_agreement":null},{"id":"W6918180005","doi":"10.58079/n6tr","title":"Article : Adaptation en temps de pandémie : le cas Ultra-Trail Harricana","year":2020,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Subject (documents); Set (abstract data type)","score_opus":0.028640574958314898,"score_gpt":0.26753775107003874,"score_spread":0.23889717611172384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6918180005","genre_codex":"commentary","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":[0.0640994,0.0013056081,0.017034566,0.6710429,0.0029595855,0.0012821414,0.00025786436,0.00027222454,0.2417457],"genre_scores_gemma":[0.9456387,0.00073156966,0.0009909307,0.03079255,0.0018266512,0.00013465468,0.00017142542,0.000034724384,0.019678801],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963384,0.00071106834,0.00057370495,0.00069121167,0.00088660204,0.0007989877],"domain_scores_gemma":[0.9983291,0.00024607766,0.00027902168,0.00026598564,0.00020273459,0.0006770976],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000810686,0.00033065563,0.00034201602,0.00008968686,0.001048605,0.0005331986,0.0006722241,0.00023294745,0.0061606495],"category_scores_gemma":[0.00035178044,0.00037190027,0.00018118738,0.0010679793,0.0006620799,0.012575081,0.000103844555,0.00032919823,0.0033371472],"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":[0.00015462494,0.00071907113,0.0013571647,0.00024459764,0.00016811474,0.00017366983,0.03705783,0.0045327926,0.0021697893,0.7961001,0.096130915,0.061191324],"study_design_scores_gemma":[0.002195594,0.0005225324,0.048796427,0.0003006093,0.00029714277,0.000016242326,0.06539631,0.0059318994,0.0034879078,0.008358175,0.8635327,0.0011644368],"about_ca_topic_score_codex":0.0026277571,"about_ca_topic_score_gemma":0.011743785,"teacher_disagreement_score":0.8815393,"about_ca_system_score_codex":0.00034071758,"about_ca_system_score_gemma":0.0005046325,"threshold_uncertainty_score":0.9998733},"labels":[],"label_agreement":null},{"id":"W6920719630","doi":"10.6084/m9.figshare.19351944.v1","title":"Disaster risk reduction and climate policy implementation challenges in Canada and Australia","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disaster risk reduction; Risk governance; Corporate governance; Risk management; Climate change; Government (linguistics); Flood myth; Climate risk; Context (archaeology)","score_opus":0.07541411589868344,"score_gpt":0.3451943804634327,"score_spread":0.26978026456474924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920719630","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":[0.9763058,0.00029541942,1.0662097e-8,0.0014858049,0.00008584124,0.0002841343,0.016797079,0.000012991375,0.0047329185],"genre_scores_gemma":[0.9984015,0.00021874101,0.0000024939363,0.000023713887,0.000055103563,0.000068071175,0.0009839432,0.0000025859651,0.00024383425],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999399,0.00009014412,0.00006812064,0.00012701734,0.00015326322,0.00016245033],"domain_scores_gemma":[0.99985486,0.0000147315,0.00004454742,0.000042154952,0.000006499368,0.00003721303],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000081629136,0.000040049,0.000041192474,0.000045440203,0.00027093827,0.00003457289,0.00006123795,0.000008043255,0.015444032],"category_scores_gemma":[0.000028188635,0.00004200826,0.000005377833,0.0001080382,0.00000863098,0.0001378693,0.00011372456,0.000051550996,0.0000057921375],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043070537,0.00006319829,0.14820014,0.00042393827,0.00003337853,0.00003617198,0.14640628,0.0001445058,0.00002855778,0.006796102,0.21382783,0.48399684],"study_design_scores_gemma":[0.0002662712,0.000030302646,0.61703,0.00005194689,0.0000052921405,0.0000015338824,0.20887896,0.00001666424,0.0000051812563,0.00027935512,0.17328365,0.00015080307],"about_ca_topic_score_codex":0.7812687,"about_ca_topic_score_gemma":0.9788132,"teacher_disagreement_score":0.48384604,"about_ca_system_score_codex":0.00015389462,"about_ca_system_score_gemma":0.000103638755,"threshold_uncertainty_score":0.985456},"labels":[],"label_agreement":null},{"id":"W6920722835","doi":"10.6084/m9.figshare.14608555.v1","title":"Additional file 7 of Tools for measuring gender equality and women’s empowerment (GEWE) indicators in humanitarian settings","year":2021,"lang":"en","type":"article","venue":"Figshare","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":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Empowerment; Gender equality; Field (mathematics); Natural disaster; Humanitarian aid; Data file","score_opus":0.0774653378419647,"score_gpt":0.2976983995344012,"score_spread":0.2202330616924365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920722835","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025491246,0.000018675912,2.448609e-7,0.00007036955,0.000016930579,0.00018301878,0.9518194,0.000012659528,0.045329563],"genre_scores_gemma":[0.22579077,0.000002264183,0.00035214762,0.00044756662,0.00016507228,0.002302441,0.7620011,0.0000135660675,0.008925107],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992207,0.000052538344,0.00013247695,0.00016602888,0.00023268998,0.00019556328],"domain_scores_gemma":[0.9991881,0.0005602634,0.00007812849,0.000069530826,0.000051881972,0.00005207807],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011761562,0.00005293309,0.00008657611,0.000068647205,0.00014029439,0.0000802644,0.00011334021,0.000038900776,0.9430534],"category_scores_gemma":[0.002725414,0.000056295925,0.000028190403,0.00019466,0.000022805805,0.00021466166,0.00009246706,0.00004347154,0.00004561941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021762746,0.00003224157,0.00003475413,0.00011392797,0.000006463159,0.0000022530462,0.008148084,6.202837e-7,0.0000022203697,0.0004014032,0.98873985,0.002515985],"study_design_scores_gemma":[0.00009379925,0.000008816774,0.018315975,0.00040082456,0.0000012616797,8.964999e-8,0.013369918,0.0000029747737,0.000014086721,0.00040729568,0.96730965,0.000075283824],"about_ca_topic_score_codex":0.0000061946644,"about_ca_topic_score_gemma":0.00019590974,"teacher_disagreement_score":0.9430078,"about_ca_system_score_codex":0.00007328427,"about_ca_system_score_gemma":0.00013411226,"threshold_uncertainty_score":0.32627723},"labels":[],"label_agreement":null},{"id":"W6921856820","doi":"10.7939/81804","title":"This isn't something that's Merritt's fault: Understanding risk perceptions and responses to place-based risk in the Nicola Valley, British Columbia","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Extreme weather; Perception; Risk perception; Climate risk; Climate change; Bond","score_opus":0.01786341691826816,"score_gpt":0.23878145858518596,"score_spread":0.2209180416669178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921856820","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":[0.7309967,0.00011968667,0.000038926653,0.0010357015,0.0001533618,0.00055421283,0.00004494674,0.000033421406,0.267023],"genre_scores_gemma":[0.5675622,0.001862769,0.00038011945,0.00017364678,0.000026539838,0.0000015418833,0.00011600533,0.000012669142,0.42986447],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979193,0.00088602497,0.000150139,0.00038693362,0.00039832975,0.00025927625],"domain_scores_gemma":[0.9979849,0.0014888785,0.00020531942,0.00021278486,0.000020920395,0.00008723081],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004962374,0.00013126485,0.0002471699,0.0003019684,0.0015282427,0.0006493228,0.0007729341,0.00022968808,0.0018309782],"category_scores_gemma":[0.00024125,0.00018310324,0.00012238769,0.0006563897,0.00023980379,0.00085766945,0.000115911076,0.0003806721,0.000006921043],"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":[0.0005778883,0.0002495393,0.24619916,0.0003257004,0.00017879676,0.000058992744,0.51459676,0.00009532106,0.0000036854374,0.0032006782,0.22921006,0.0053034206],"study_design_scores_gemma":[0.0007143543,0.00008000416,0.18815503,0.00095806253,0.00028817588,2.7280885e-7,0.7366386,0.00015720252,9.4755535e-7,0.0012356569,0.071367085,0.00040458713],"about_ca_topic_score_codex":0.37561655,"about_ca_topic_score_gemma":0.82908726,"teacher_disagreement_score":0.4534707,"about_ca_system_score_codex":0.00008943515,"about_ca_system_score_gemma":0.00039301693,"threshold_uncertainty_score":0.99977165},"labels":[],"label_agreement":null},{"id":"W6923683001","doi":"10.14288/1.0431973","title":"English Bay and Siwash Rock, Vancouver, B.C.","year":2023,"lang":"en","type":"other","venue":"Open Collections","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Bay mud; Feature (linguistics); Sound (geography); Shore","score_opus":0.015400665274411548,"score_gpt":0.28319727929777105,"score_spread":0.2677966140233595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923683001","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.0067596e-7,0.00006875923,0.00003508211,0.000048871698,0.0033839815,0.00069634675,0.000023384377,0.00039881517,0.99534434],"genre_scores_gemma":[0.000035277855,0.0008827595,0.00007449308,0.000050259998,0.00054165884,0.00010443799,0.0000020114853,0.00016255036,0.99814653],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991301,0.00007178316,0.000090699956,0.00028438284,0.0002057423,0.00021730129],"domain_scores_gemma":[0.99958956,0.000062727944,0.00006853063,0.00015893327,0.00003425443,0.00008599709],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001824501,0.00011043502,0.00015792098,0.000113767666,0.002036191,0.0012451839,0.00044288504,0.00013249037,0.0053809313],"category_scores_gemma":[0.00013842982,0.000109231616,0.00003407235,0.0010128177,0.00009816542,0.0001525042,0.0002940562,0.00009730499,0.00006943721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013532493,0.00002013881,0.000024772555,0.0000064367423,0.000029276245,0.0000021949227,0.0013505263,0.0000016285821,2.5614712e-8,0.00061408547,0.99718946,0.00076007016],"study_design_scores_gemma":[0.00014058943,0.000012706487,0.000009551798,0.00006124238,0.000025781359,4.1872692e-8,0.008253518,0.000005348545,9.667327e-8,0.00034767084,0.9909981,0.00014537564],"about_ca_topic_score_codex":0.07627292,"about_ca_topic_score_gemma":0.87194777,"teacher_disagreement_score":0.79567486,"about_ca_system_score_codex":0.000052946136,"about_ca_system_score_gemma":0.0001267779,"threshold_uncertainty_score":0.9997916},"labels":[],"label_agreement":null},{"id":"W6924687887","doi":"10.15468/dl.yfdpej","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Order (exchange); Confidentiality","score_opus":0.021825880810007088,"score_gpt":0.2611986915640454,"score_spread":0.23937281075403832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924687887","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012352431,0.000006487695,0.0000013946883,0.00044797413,0.001309644,0.0003442016,0.9945496,0.00020094766,0.0030162681],"genre_scores_gemma":[0.0000051192037,0.00021008405,3.3219396e-7,0.00029884058,0.000003562338,0.0000034161098,0.99947304,8.755774e-9,0.0000055948426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824816,0.0001073138,0.00025981572,0.00019621631,0.0008144232,0.00037408818],"domain_scores_gemma":[0.99912024,0.00002654334,0.00020603994,0.0003189178,0.00016380449,0.00016446463],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005309478,0.00017642193,0.00017733104,0.000101684716,0.0007804479,0.00032418166,0.000844383,0.00026233643,0.0009014176],"category_scores_gemma":[0.00026333734,0.00018270328,0.00011770085,0.00063396007,0.00047227365,0.0011854484,0.00038308086,0.00017010476,0.6340475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010953386,0.000016569133,0.0004479429,0.00007347729,0.00001560234,0.0000020839645,0.00039680317,0.0000035598068,1.7664729e-9,0.000001566784,0.9974305,0.0016009209],"study_design_scores_gemma":[0.00012062168,0.000010821275,0.00012069599,0.0000028686068,0.000029609855,9.961647e-8,0.0028308015,3.3352762e-8,4.5984155e-8,0.0000033695662,0.99667966,0.0002013501],"about_ca_topic_score_codex":0.006529079,"about_ca_topic_score_gemma":0.00076899846,"teacher_disagreement_score":0.6331461,"about_ca_system_score_codex":0.00027138737,"about_ca_system_score_gemma":0.00019030012,"threshold_uncertainty_score":0.9870058},"labels":[],"label_agreement":null},{"id":"W6925905552","doi":"10.18739/a2pc2t997","title":"Consolidated surface moisture budget measurements from high-latitude flux tower sites at daily, weekly, and monthly time periods, 1995-2019.","year":2022,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Evapotranspiration; Longwave; Shortwave radiation; Precipitation; Wind speed; Moisture; Vegetation (pathology); Shortwave; Atmospheric temperature","score_opus":0.016244872046612433,"score_gpt":0.26296277517256605,"score_spread":0.24671790312595362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6925905552","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1074066,0.0042775567,5.0915475e-7,0.0004979118,0.0012048406,0.00095957634,0.87957114,0.00015011427,0.005931739],"genre_scores_gemma":[0.008200854,0.0009382159,0.00011691119,0.0006158291,0.0003350823,0.00003778251,0.9663726,0.00005099483,0.023331743],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951686,0.00054891256,0.0005294072,0.0011994186,0.0017511329,0.0008025312],"domain_scores_gemma":[0.99805677,0.00019810896,0.00036957246,0.0009489596,0.00009684116,0.00032975612],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000693719,0.0006359809,0.0007600234,0.00015189564,0.0014125033,0.0006072152,0.0015732704,0.0004244914,0.0907051],"category_scores_gemma":[0.00014813484,0.00060898764,0.00014007148,0.00042091229,0.00067668664,0.0004140761,0.0014198604,0.0005497069,0.0011010855],"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":[0.00008117846,0.00013319447,0.0043586036,0.00003700669,0.00021337732,0.000063546635,0.0016212966,0.00007670411,0.0003545154,0.000007006564,0.99300224,0.000051305582],"study_design_scores_gemma":[0.0006242276,0.00007111676,0.0076160873,0.00006736386,0.00031540828,7.206575e-7,0.0012621913,0.00002140297,0.000020686979,0.000048996233,0.98919153,0.0007602539],"about_ca_topic_score_codex":0.024473295,"about_ca_topic_score_gemma":0.014292597,"teacher_disagreement_score":0.09920575,"about_ca_system_score_codex":0.00033956816,"about_ca_system_score_gemma":0.00020902492,"threshold_uncertainty_score":0.9998875},"labels":[],"label_agreement":null},{"id":"W6926170699","doi":"10.21966/82q4-y443","title":"Vertical Water Properties Profiles (CTD) from the Hakai Institute Juvenile Salmon Program, Provisional","year":2015,"lang":"en","type":"dataset","venue":"Hakai Institute","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":"University of British Columbia","funders":"","keywords":"Water column; Fishing; Biogeochemical cycle; Juvenile; Diel vertical migration; Chlorophyll a","score_opus":0.0549739842420641,"score_gpt":0.3100887210085188,"score_spread":0.2551147367664547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926170699","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019480588,0.0023120842,0.000053840206,0.01831448,0.02284951,0.011450614,0.8919702,0.0011799787,0.032388676],"genre_scores_gemma":[0.0063692275,0.0004646519,0.00044149064,0.0013052017,0.0044669537,0.0012443274,0.9742188,0.000059378483,0.011429957],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952047,0.0003022354,0.0006400905,0.0009344368,0.0018835075,0.0010350343],"domain_scores_gemma":[0.9982398,0.000044273904,0.0001370816,0.0009841619,0.0002513194,0.00034335963],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00091588916,0.0005756861,0.00057579833,0.00011911229,0.001405186,0.0010741858,0.0024040658,0.0004964246,0.00050935027],"category_scores_gemma":[0.0003751363,0.00030987538,0.00021332336,0.00031130944,0.0034138279,0.0014620065,0.0009690083,0.0007401091,0.002398038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084141786,0.0003702482,0.000046143312,0.000093032875,0.00010445581,0.000084265965,0.001969669,0.000027921818,0.00001683906,0.0010216982,0.9905589,0.0056226826],"study_design_scores_gemma":[0.0003947495,0.00010042759,0.00008194377,0.00035530466,0.0001785184,0.0000018980027,0.00069899374,0.00002951016,0.00005855934,0.0004733758,0.9970576,0.00056911143],"about_ca_topic_score_codex":0.012961002,"about_ca_topic_score_gemma":0.021141998,"teacher_disagreement_score":0.08224858,"about_ca_system_score_codex":0.0002166232,"about_ca_system_score_gemma":0.0012168097,"threshold_uncertainty_score":0.9999628},"labels":[],"label_agreement":null},{"id":"W6926499050","doi":"10.25384/sage.22558106.v1","title":"sj-docx-1-sgo-10.1177_21582440231163834 – Supplemental material for Methods and Processes for First Nations Health Curriculum Development for Nursing, Medicine, Dentistry and Allied Health Entry-Level Programs: A Scoping Review","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Health care; Public health; Allied health professions; Oral health; Health promotion","score_opus":0.1557282828978512,"score_gpt":0.4893097855040209,"score_spread":0.3335815026061697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926499050","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010764741,0.13680148,0.015043916,0.1571245,0.004938987,0.15480667,0.52427965,0.0021581496,0.0037701468],"genre_scores_gemma":[0.0052085104,0.015472169,0.13331005,0.0030261136,0.0018393003,0.049356997,0.78356713,0.00017585511,0.008043889],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811345,0.00008147628,0.00047578153,0.00044922807,0.00025526292,0.0006247738],"domain_scores_gemma":[0.99879646,0.00039155505,0.00030968443,0.000096016425,0.00019770436,0.0002085477],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088916474,0.00018527631,0.00036555593,0.00010979026,0.0017769322,0.00019194713,0.00023195505,0.000051519422,0.003594705],"category_scores_gemma":[0.0015228248,0.00016620227,0.000043683205,0.0004609785,0.00007110781,0.0002209117,0.00008214578,0.000034947458,0.000007817594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014560705,0.00009161059,0.00006008501,0.069387406,0.00003219529,4.5346647e-7,0.006032525,2.8647455e-7,8.8886264e-7,0.00054013287,0.8261818,0.09765801],"study_design_scores_gemma":[0.0011524596,0.00029661384,0.00027197975,0.15281908,0.000034985507,0.0000024363394,0.006236415,0.00005898278,0.00002402822,0.0002650541,0.8385267,0.0003112595],"about_ca_topic_score_codex":0.000054287182,"about_ca_topic_score_gemma":0.005000936,"teacher_disagreement_score":0.25928745,"about_ca_system_score_codex":0.000112677066,"about_ca_system_score_gemma":0.00077690085,"threshold_uncertainty_score":0.9995226},"labels":[],"label_agreement":null},{"id":"W6927884598","doi":"10.34989/san-2025-5","title":"Estimating the impacts on GDP of natural disasters in Canada","year":2025,"lang":"en","type":"article","venue":"Bank of Canada Research","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":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Natural disaster; Gross domestic product; Volatility (finance); Economic impact analysis; Product (mathematics); Extreme weather; Climate change","score_opus":0.025490035846237002,"score_gpt":0.3603290578769894,"score_spread":0.3348390220307524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6927884598","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":[0.87891185,0.000110059096,0.0000017011048,0.0070155472,0.00031670008,0.00022055651,0.000005369055,0.0000013551072,0.113416836],"genre_scores_gemma":[0.99427664,0.0000045790257,0.00001750581,0.00011610956,0.000017331755,0.0000048277584,5.70577e-7,0.0000021090489,0.005560349],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9977974,0.00025121897,0.00017055699,0.00011225752,0.0012693045,0.0003992492],"domain_scores_gemma":[0.9990225,0.00060700346,0.000041678664,0.00017283922,0.00010335664,0.00005266452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011537941,0.000047928173,0.00010292185,0.000102898186,0.00021446488,0.000022479222,0.0005715259,0.000014238541,0.000036167512],"category_scores_gemma":[0.00078068685,0.00003354131,0.000014664232,0.0008056186,0.0002633079,0.000052001884,0.000094614305,0.00018616632,1.8532404e-7],"study_design_candidate":"observational","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":[0.00033198655,0.00013642704,0.11821703,0.0007950741,0.00012899778,0.000114397466,0.018959189,0.013789298,0.0006944819,0.13503563,0.6009322,0.11086528],"study_design_scores_gemma":[0.0015152112,0.00015224374,0.65622336,0.0020653063,0.0000204544,3.4993093e-7,0.23855986,0.015089605,0.002864913,0.004579187,0.07840348,0.0005260662],"about_ca_topic_score_codex":0.99978745,"about_ca_topic_score_gemma":0.9999895,"teacher_disagreement_score":0.5380063,"about_ca_system_score_codex":0.00078385265,"about_ca_system_score_gemma":0.011113568,"threshold_uncertainty_score":0.9944925},"labels":[],"label_agreement":null},{"id":"W6929164843","doi":"10.4224/23004088","title":"Life on Enceladus?","year":2018,"lang":"en","type":"article","venue":"NPARC","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":true,"route_about_ca":false,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","score_opus":0.025185380539292056,"score_gpt":0.30894264899047624,"score_spread":0.2837572684511842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6929164843","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":[0.1012299,0.0000026867347,0.000053069383,0.0039940756,0.0003724296,0.000058537273,2.218875e-7,0.00004546664,0.8942436],"genre_scores_gemma":[0.9596193,0.000011650036,0.00015121757,0.0016305484,0.0005421666,0.0000029709377,1.6479324e-7,0.0000023054392,0.038039707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994073,0.000037262733,0.00004742597,0.000106281725,0.0002355366,0.00016620658],"domain_scores_gemma":[0.9997309,0.000023422352,0.000017248029,0.00009744539,0.000023721723,0.00010730491],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017753677,0.000034013345,0.000036468966,0.000026520267,0.00027274922,0.00005065843,0.00020922784,0.000022878821,0.003163729],"category_scores_gemma":[0.00017441798,0.000028201765,0.000017441484,0.00013309353,0.00033275492,0.00008247624,0.000027477387,0.000030614465,0.0017308771],"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":[0.00001420971,0.000056285942,0.0017751358,0.0000029255139,0.000006535913,0.0000026220534,0.012773649,4.967187e-7,0.00068912376,0.66560423,0.27240136,0.04667344],"study_design_scores_gemma":[0.00008737701,0.00008348386,0.002093272,0.000011667043,0.000003236684,2.4005795e-8,0.0035238762,0.000024947105,0.00020748032,0.01806511,0.975817,0.0000824808],"about_ca_topic_score_codex":0.000038293954,"about_ca_topic_score_gemma":0.00011936653,"teacher_disagreement_score":0.8583894,"about_ca_system_score_codex":0.000011247103,"about_ca_system_score_gemma":0.00004442728,"threshold_uncertainty_score":0.9990464},"labels":[],"label_agreement":null},{"id":"W6930341260","doi":"10.5281/zenodo.11691143","title":"Karl polanyi die große transformation pdf","year":2024,"lang":"de","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Transformation (genetics); Subject (documents); Umwelt","score_opus":0.02662238913318739,"score_gpt":0.26151212055633544,"score_spread":0.23488973142314803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930341260","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014533961,0.0010676675,0.0009059049,0.0021591275,0.0010174596,0.00095125026,0.00020540469,0.0008942592,0.9926536],"genre_scores_gemma":[0.027164228,0.002315555,0.000046150028,0.0002152868,0.0013753201,1.01141495e-7,0.0018721479,0.0042545972,0.96275663],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964226,0.00061501324,0.00044048138,0.00075147726,0.0010332387,0.0007371742],"domain_scores_gemma":[0.99873644,0.000019125497,0.00019774126,0.00049254106,0.0002574709,0.000296658],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001094204,0.000345636,0.000292697,0.0005865985,0.0025980675,0.00311962,0.0019539732,0.00025514033,0.2694297],"category_scores_gemma":[0.00020821445,0.00034596358,0.00016891611,0.0009874491,0.0006256127,0.0004823402,0.000714118,0.00052957475,0.61536634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029040735,0.00012730721,4.5408763e-7,0.00047655782,0.00015495007,0.000029375527,0.01959997,0.000005297058,0.00008117153,0.021908626,0.86882895,0.08875827],"study_design_scores_gemma":[0.0002772059,0.00014783003,0.000033158165,0.00030491303,0.00011261819,0.0000060480434,0.0060809813,0.00010621882,0.000009847991,0.0007091935,0.99181664,0.00039534105],"about_ca_topic_score_codex":0.00014052782,"about_ca_topic_score_gemma":0.000014248172,"teacher_disagreement_score":0.3459366,"about_ca_system_score_codex":0.0002533922,"about_ca_system_score_gemma":0.00000837348,"threshold_uncertainty_score":0.9998992},"labels":[],"label_agreement":null},{"id":"W6931639107","doi":"10.5683/sp2/6afkuv","title":"Culturally Sensitive Field Protocol: The Manomin Project","year":2021,"lang":"en","type":"dataset","venue":"Borealis","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":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Settlement (finance); Field (mathematics); George (robot); Colonialism; Research ethics; Cultural knowledge; Field research; Traditional knowledge","score_opus":0.025642896091440978,"score_gpt":0.3477098564764568,"score_spread":0.3220669603850158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931639107","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.2446707e-7,0.0000068727545,0.000002042444,0.002809976,0.00014551371,0.029115511,0.88179487,0.000032131942,0.08609227],"genre_scores_gemma":[9.835088e-7,0.00007527584,0.000024596467,0.0014973085,0.00074351445,0.021268114,0.9652356,0.000007540434,0.011147098],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832606,0.00035128198,0.00018059369,0.000321097,0.00050756126,0.0003134066],"domain_scores_gemma":[0.99908644,0.00015317425,0.0001462864,0.00046420263,0.00010366381,0.000046219473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040431943,0.00017676034,0.00018359827,0.00004525905,0.00049342186,0.00038618542,0.0006999319,0.00018251417,0.00016746638],"category_scores_gemma":[0.00028996076,0.00010594354,0.00011570665,0.0002372497,0.00024063507,0.000114700895,0.00023078952,0.00024126998,0.000024490308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011646649,0.000027543043,0.0000018396403,0.000048126698,0.000029092942,0.00006144524,0.001576974,1.8401117e-7,3.9749844e-7,0.0003817237,0.99647725,0.0013837508],"study_design_scores_gemma":[0.000086216154,0.000027028851,0.000050693303,0.00008035113,0.000039188035,9.779153e-7,0.0070091626,5.54162e-7,0.00000812786,0.000046815876,0.9924813,0.0001695894],"about_ca_topic_score_codex":0.1430377,"about_ca_topic_score_gemma":0.2611678,"teacher_disagreement_score":0.118130095,"about_ca_system_score_codex":0.000047388123,"about_ca_system_score_gemma":0.00030135323,"threshold_uncertainty_score":0.8626689},"labels":[],"label_agreement":null},{"id":"W6938984877","doi":"10.60692/ezxv4-2rz09","title":"Alternatives for sustained disaster risk reduction: A re-assessment","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","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":"Campus Notre-Dame-de-Foy; Collège de Rosemont","funders":"","keywords":"French; Vulnerability (computing); Disaster risk reduction; Context (archaeology); Poison control; Citizen journalism; Disaster research","score_opus":0.0426505589464566,"score_gpt":0.30270914002042965,"score_spread":0.26005858107397306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6938984877","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":[0.77833176,0.0000015692045,0.04135903,0.0011115801,0.0024403476,0.0020649324,0.00010683294,0.0009454807,0.17363848],"genre_scores_gemma":[0.9894934,9.4312924e-7,0.00022413454,0.000030364241,0.0002593702,0.00021980156,0.00001867999,0.000006330055,0.009746971],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986597,0.00011770424,0.0003494368,0.00014242472,0.00041399815,0.0003167473],"domain_scores_gemma":[0.9992947,0.00001569228,0.00025899053,0.00019566293,0.00015781564,0.00007712441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094159535,0.000107168395,0.0001290743,0.00025050328,0.0006496036,0.00038327277,0.0002330289,0.000051907416,0.00003276748],"category_scores_gemma":[0.000037992708,0.000087826986,0.000078691075,0.00045504776,0.000087621745,0.0011154942,0.00006299528,0.00004867926,0.0004039817],"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":[0.000059818234,0.000003182807,0.041454207,0.0003248715,0.00007060424,0.0000016343029,0.9276838,0.0003134328,5.294796e-7,0.021334385,0.0055022542,0.003251328],"study_design_scores_gemma":[0.00072769815,0.000040625786,0.02066624,0.00006885372,0.000028965967,5.839085e-7,0.95685387,0.0030302247,0.000010444128,0.00006154752,0.018329684,0.0001812774],"about_ca_topic_score_codex":0.000037339738,"about_ca_topic_score_gemma":0.00000283854,"teacher_disagreement_score":0.21116166,"about_ca_system_score_codex":0.00014288734,"about_ca_system_score_gemma":0.00005149658,"threshold_uncertainty_score":0.5192503},"labels":[],"label_agreement":null},{"id":"W6939894594","doi":"10.6084/m9.figshare.19367249.v1","title":"Additional file 3 of Healthcare system resilience in Bangladesh and Haiti in times of global changes (climate-related events, migration and Covid-19): an interdisciplinary mixed method research protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","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":"Université de Montréal","funders":"","keywords":"Protocol (science); Resilience (materials science); Qualitative research; Healthcare system; Data collection; Health care","score_opus":0.07346444093944467,"score_gpt":0.43493725236274255,"score_spread":0.3614728114232979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939894594","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010350675,0.000036025176,1.9586665e-7,0.001016313,0.000012633471,0.010615602,0.98317426,0.000022996026,0.0040869256],"genre_scores_gemma":[0.51531625,0.0000034845987,0.0005069572,0.00008637273,0.00005014737,0.19023673,0.29286158,0.000017517277,0.0009209702],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99750733,0.0012132948,0.0002456002,0.00028434442,0.0005075255,0.00024192747],"domain_scores_gemma":[0.99890673,0.0006455781,0.00014817198,0.00010694159,0.000075612865,0.000116986885],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072166056,0.00007268796,0.00015200803,0.00017290928,0.00035452857,0.000023083707,0.00024728957,0.000056761088,0.45688927],"category_scores_gemma":[0.00097578624,0.00007357382,0.000016409424,0.0008377327,0.00007893122,0.00020038885,0.0005993044,0.00013634168,0.0000054333746],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016581616,0.00016759447,0.0018604931,0.0022750725,0.0000061010646,0.000027553784,0.011744756,0.00010666909,0.0000048072893,0.0019018502,0.9771792,0.004560065],"study_design_scores_gemma":[0.0021456068,0.001668903,0.21733406,0.013515539,0.000008189128,0.000018986706,0.44346246,0.012184887,0.000022582277,0.0046230266,0.30437583,0.0006399441],"about_ca_topic_score_codex":0.0009268369,"about_ca_topic_score_gemma":0.023612816,"teacher_disagreement_score":0.6903127,"about_ca_system_score_codex":0.00024787197,"about_ca_system_score_gemma":0.00029381385,"threshold_uncertainty_score":0.9942037},"labels":[],"label_agreement":null},{"id":"W6950014289","doi":"10.5281/zenodo.7464144","title":"Deliverable D2.8 Revised use-cases for the FWCR Platform version 2.0 (PAR Cycle 2)","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","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":"Nutrasource","funders":"Horizon 2020 Framework Programme","keywords":"Turnkey; Deliverable; Plan (archaeology); Scope (computer science); Process (computing); SWOT analysis","score_opus":0.06929642186035255,"score_gpt":0.2804180640025555,"score_spread":0.21112164214220291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950014289","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":[0.21935563,0.0008087934,0.006318515,0.011126659,0.0009336627,0.0027313265,0.00030625,0.001570047,0.7568491],"genre_scores_gemma":[0.97704864,0.000932728,0.00031340026,0.0004784478,0.0002760422,1.4780163e-7,0.0003946538,0.0004130688,0.020142894],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986403,0.00019380117,0.00014736144,0.0002805962,0.00039404232,0.00034392506],"domain_scores_gemma":[0.99886596,0.00019082539,0.000065559965,0.00030669876,0.00046431157,0.00010665755],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007356171,0.00008406443,0.000089345485,0.000061430925,0.0057348185,0.0013542206,0.0007691366,0.000040986437,0.008623377],"category_scores_gemma":[0.0017691177,0.00007165101,0.000065025655,0.00047588255,0.00024180577,0.00056924165,0.00060569827,0.000106488995,0.0022549755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000140057,0.00018001116,0.000044147444,0.000084311716,0.00007563759,0.00003171457,0.009264973,0.00018497948,0.0010104361,0.03132385,0.84368825,0.11397166],"study_design_scores_gemma":[0.0003090686,0.000059442053,0.00052679906,0.000026879361,0.000022352502,0.000005118091,0.0055352272,0.00033375365,0.00014957433,0.00017561384,0.99275506,0.00010109497],"about_ca_topic_score_codex":0.000096941396,"about_ca_topic_score_gemma":0.000010801812,"teacher_disagreement_score":0.757693,"about_ca_system_score_codex":0.00008989483,"about_ca_system_score_gemma":0.000009317839,"threshold_uncertainty_score":0.9996825},"labels":[],"label_agreement":null},{"id":"W6957638285","doi":"10.60692/ew679-njj81","title":"Editorial: Integrated disaster risk management: From earth sciences to policy making","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","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":"University of Northern British Columbia","funders":"","keywords":"Earth (classical element); Earth observation; Climate change; Earth system science; Natural disaster; Work (physics); Risk assessment","score_opus":0.02250880891055024,"score_gpt":0.26312690481881307,"score_spread":0.24061809590826283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957638285","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":[0.24742077,0.0000043278787,0.010671307,0.00051565457,0.049446646,0.0015577314,0.00040689766,0.00063617283,0.6893405],"genre_scores_gemma":[0.9907591,3.280724e-7,0.00042053394,0.00035283677,0.0049851136,0.00012215236,0.000011410255,0.0000067021947,0.0033418373],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975393,0.00030563964,0.00039457655,0.00022528564,0.0011384006,0.0003967914],"domain_scores_gemma":[0.99932027,0.000013172453,0.00025606342,0.00024225037,0.000067526584,0.00010071776],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011037152,0.00014141027,0.00014802662,0.0007212069,0.001877824,0.0007698955,0.0007067342,0.00003944761,0.00018950609],"category_scores_gemma":[0.00003771359,0.00012171943,0.000061013467,0.0017332905,0.000115550036,0.0010062509,0.0004293792,0.00011772442,0.0008145378],"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":[0.000090873196,0.0000069652892,0.055195253,0.00006716571,0.00007511387,0.000003305293,0.86821634,0.0024718458,2.4298674e-7,0.04487673,0.022242025,0.006754158],"study_design_scores_gemma":[0.00033028558,0.000040750612,0.003972074,0.000059536058,0.000022574439,3.137514e-7,0.48141548,0.00035240856,0.0000018044991,0.000053983513,0.5135401,0.00021067356],"about_ca_topic_score_codex":0.0005799338,"about_ca_topic_score_gemma":0.000014030406,"teacher_disagreement_score":0.7433383,"about_ca_system_score_codex":0.00016408355,"about_ca_system_score_gemma":0.00007414466,"threshold_uncertainty_score":0.99996346},"labels":[],"label_agreement":null},{"id":"W6958125380","doi":"10.60692/d2h7x-mbd58","title":"Bootstrapping outperforms community‐weighted approaches for estimating the shapes of phenotypic distributions","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","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":"University of Waterloo; Université de Montréal","funders":"","keywords":"Bootstrapping (finance); Trait; Skewness; Sampling (signal processing); Sample size determination; Interpretability; Spurious relationship; Function (biology); Outlier","score_opus":0.11921893457430191,"score_gpt":0.2758023207255047,"score_spread":0.1565833861512028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958125380","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":[0.776461,0.0000016524183,0.20049126,0.00027065695,0.0003229101,0.00095270365,0.0001042688,0.00030208868,0.021093424],"genre_scores_gemma":[0.9991611,8.443063e-8,0.0003209068,0.000016950466,0.000063676314,0.00009577054,0.00004463048,0.0000037219306,0.00029315113],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99894667,0.00011698591,0.0003795482,0.000058929756,0.00026100787,0.00023684088],"domain_scores_gemma":[0.99939346,0.0000549838,0.00024216845,0.00017808896,0.0000950405,0.00003625559],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013217942,0.00008483856,0.00012502763,0.00011890307,0.0014523393,0.0001880721,0.00038092668,0.00004873951,0.000005799041],"category_scores_gemma":[0.000071199596,0.00005506343,0.00006935888,0.0005052221,0.0001646602,0.00057663594,0.00007825988,0.00007901204,0.000075476455],"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":[0.00001841782,0.0000045440856,0.015300042,0.0008342656,0.000062967316,1.0053267e-7,0.9400111,0.0030205634,6.855038e-7,0.03459936,0.0003102114,0.0058377404],"study_design_scores_gemma":[0.00034126674,0.000023723687,0.02907421,0.00018287354,0.00003718337,3.9689223e-7,0.74888027,0.22047369,0.00002379941,0.00011870708,0.00070434774,0.00013951735],"about_ca_topic_score_codex":0.00005414779,"about_ca_topic_score_gemma":0.0000046971577,"teacher_disagreement_score":0.22270007,"about_ca_system_score_codex":0.000043092885,"about_ca_system_score_gemma":0.00003136452,"threshold_uncertainty_score":0.99984765},"labels":[],"label_agreement":null},{"id":"W6958392490","doi":"10.6084/m9.figshare.26943906","title":"Additional file 1 of Beyond individual factors: a critical ethnographic account of urban residential fire risks, experiences, and responses in single-room occupancy (SRO) housing","year":2024,"lang":"en","type":"article","venue":"Open MIND","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":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Occupancy; Ethnography; Work (physics); Government (linguistics)","score_opus":0.0872128793787064,"score_gpt":0.37406595905017354,"score_spread":0.2868530796714671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958392490","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":[0.96379775,0.0003886007,0.000002117609,0.00009693107,0.00014568279,0.0002296981,0.026562652,0.0000038747116,0.008772704],"genre_scores_gemma":[0.9974574,0.000009696239,0.00096722535,0.000009141088,0.000068408124,0.000044252694,0.00063464756,0.00000662229,0.0008026423],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99845505,0.00018725172,0.00029517268,0.0003122216,0.0005134921,0.00023680828],"domain_scores_gemma":[0.99806535,0.0016363708,0.000074243624,0.0001133879,0.00004490008,0.000065762],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039064063,0.00010489768,0.00018306986,0.00021734231,0.00018526692,0.00042681047,0.00043317248,0.000089149304,0.21167928],"category_scores_gemma":[0.0010416725,0.00009567496,0.000048732938,0.0006117532,0.00094482687,0.00081622996,0.00026464413,0.00011250143,0.0000106853695],"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":[0.00020045105,0.00044116905,0.009630064,0.000115704854,0.00006802063,0.00009301801,0.34531105,0.0000011630361,0.00014823061,0.0005917454,0.5772067,0.06619273],"study_design_scores_gemma":[0.0004068508,0.00035426373,0.08259334,0.0027286133,0.00008615977,0.0000022851864,0.4945836,0.000074649666,0.000562338,0.0010389816,0.41700542,0.00056347967],"about_ca_topic_score_codex":0.0009483017,"about_ca_topic_score_gemma":0.002575632,"teacher_disagreement_score":0.2116686,"about_ca_system_score_codex":0.000020441483,"about_ca_system_score_gemma":0.00024602498,"threshold_uncertainty_score":0.78904134},"labels":[],"label_agreement":null},{"id":"W6958682487","doi":"10.6084/m9.figshare.19367249","title":"Additional file 3 of Healthcare system resilience in Bangladesh and Haiti in times of global changes (climate-related events, migration and Covid-19): an interdisciplinary mixed method research protocol","year":2022,"lang":"en","type":"article","venue":"Figshare","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":"Université de Montréal","funders":"","keywords":"Protocol (science); Resilience (materials science); Qualitative research; Healthcare system; Data collection; Health care","score_opus":0.07346444093944467,"score_gpt":0.43493725236274255,"score_spread":0.3614728114232979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958682487","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010350675,0.000036025176,1.9586665e-7,0.001016313,0.000012633471,0.010615602,0.98317426,0.000022996026,0.0040869256],"genre_scores_gemma":[0.51531625,0.0000034845987,0.0005069572,0.00008637273,0.00005014737,0.19023673,0.29286158,0.000017517277,0.0009209702],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99750733,0.0012132948,0.0002456002,0.00028434442,0.0005075255,0.00024192747],"domain_scores_gemma":[0.99890673,0.0006455781,0.00014817198,0.00010694159,0.000075612865,0.000116986885],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072166056,0.00007268796,0.00015200803,0.00017290928,0.00035452857,0.000023083707,0.00024728957,0.000056761088,0.45688927],"category_scores_gemma":[0.00097578624,0.00007357382,0.000016409424,0.0008377327,0.00007893122,0.00020038885,0.0005993044,0.00013634168,0.0000054333746],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016581616,0.00016759447,0.0018604931,0.0022750725,0.0000061010646,0.000027553784,0.011744756,0.00010666909,0.0000048072893,0.0019018502,0.9771792,0.004560065],"study_design_scores_gemma":[0.0021456068,0.001668903,0.21733406,0.013515539,0.000008189128,0.000018986706,0.44346246,0.012184887,0.000022582277,0.0046230266,0.30437583,0.0006399441],"about_ca_topic_score_codex":0.0009268369,"about_ca_topic_score_gemma":0.023612816,"teacher_disagreement_score":0.6903127,"about_ca_system_score_codex":0.00024787197,"about_ca_system_score_gemma":0.00029381385,"threshold_uncertainty_score":0.9942037},"labels":[],"label_agreement":null},{"id":"W6962109816","doi":"10.15468/dl.m8mew2","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geodetic datum; Coordinate system; Matching (statistics); Download; Range (aeronautics); Geographic coordinate conversion","score_opus":0.021825880810007088,"score_gpt":0.2611986915640454,"score_spread":0.23937281075403832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6962109816","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012352431,0.000006487695,0.0000013946883,0.00044797413,0.001309644,0.0003442016,0.9945496,0.00020094766,0.0030162681],"genre_scores_gemma":[0.0000051192037,0.00021008405,3.3219396e-7,0.00029884058,0.000003562338,0.0000034161098,0.99947304,8.755774e-9,0.0000055948426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824816,0.0001073138,0.00025981572,0.00019621631,0.0008144232,0.00037408818],"domain_scores_gemma":[0.99912024,0.00002654334,0.00020603994,0.0003189178,0.00016380449,0.00016446463],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005309478,0.00017642193,0.00017733104,0.000101684716,0.0007804479,0.00032418166,0.000844383,0.00026233643,0.0009014176],"category_scores_gemma":[0.00026333734,0.00018270328,0.00011770085,0.00063396007,0.00047227365,0.0011854484,0.00038308086,0.00017010476,0.6340475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010953386,0.000016569133,0.0004479429,0.00007347729,0.00001560234,0.0000020839645,0.00039680317,0.0000035598068,1.7664729e-9,0.000001566784,0.9974305,0.0016009209],"study_design_scores_gemma":[0.00012062168,0.000010821275,0.00012069599,0.0000028686068,0.000029609855,9.961647e-8,0.0028308015,3.3352762e-8,4.5984155e-8,0.0000033695662,0.99667966,0.0002013501],"about_ca_topic_score_codex":0.006529079,"about_ca_topic_score_gemma":0.00076899846,"teacher_disagreement_score":0.6331461,"about_ca_system_score_codex":0.00027138737,"about_ca_system_score_gemma":0.00019030012,"threshold_uncertainty_score":0.9870058},"labels":[],"label_agreement":null},{"id":"W6963926197","doi":"10.22111/gdij.2023.7404","title":"Analysis of the Vulnerability of the Villages of Eshtehard CityAgainst Earthquakes","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Quarter (Canadian coin); Population; Sample (material); Rural area; Census; Vulnerability assessment; Statistical analysis; Geographic information system","score_opus":0.24642358549006804,"score_gpt":0.5653204024531158,"score_spread":0.3188968169630477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6963926197","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":[0.970804,0.00071303005,0.000011684945,0.00052485,0.00042150912,0.00041714057,0.00004526759,0.000014217575,0.02704832],"genre_scores_gemma":[0.9964038,0.0019153563,0.000008821499,0.000058090787,0.000040404142,0.000008072398,0.0000014883433,0.000009406141,0.0015545589],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962808,0.0009468696,0.00083131593,0.00027542174,0.0013808853,0.00028473695],"domain_scores_gemma":[0.99704015,0.0005497606,0.0012480743,0.000719131,0.00035869208,0.000084202155],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036234783,0.00015514149,0.00069306354,0.00058632565,0.00046277334,0.00024291522,0.0045551285,0.00007214754,0.002541422],"category_scores_gemma":[0.0009722079,0.00009314856,0.0005836388,0.0066474755,0.0012160466,0.00076339394,0.0013167456,0.00017931759,0.0000025167135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028638158,0.0001351806,0.9723044,0.00007759877,0.0005079757,7.859791e-7,0.002822148,0.0016115574,0.011325835,0.0005841336,0.00401384,0.00658791],"study_design_scores_gemma":[0.00011294334,0.0000036956628,0.98432803,0.00013703952,0.00034832206,4.242344e-8,0.0025365236,0.0000875625,0.007998697,0.0018815505,0.0024556278,0.000109960856],"about_ca_topic_score_codex":0.003462196,"about_ca_topic_score_gemma":0.0028048214,"teacher_disagreement_score":0.02559982,"about_ca_system_score_codex":0.000033478747,"about_ca_system_score_gemma":0.00014656987,"threshold_uncertainty_score":0.9983704},"labels":[],"label_agreement":null},{"id":"W6966479874","doi":"10.4224/20326693","title":"Egress and human behaviour in fire: the North American experience","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Action (physics); Agency (philosophy); Field (mathematics)","score_opus":0.023767277565127788,"score_gpt":0.30602507074271035,"score_spread":0.28225779317758254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6966479874","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":[0.94868195,0.000013886727,0.0000019392216,0.0006391715,0.00004028008,0.000097193435,3.747571e-7,0.00001685,0.050508343],"genre_scores_gemma":[0.99671173,0.00008523158,0.000035913854,0.0001291352,0.000037995902,0.000017221417,3.4539386e-7,0.0000025126346,0.0029799207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993529,0.00005867152,0.000072494804,0.00012896278,0.00020509848,0.00018188555],"domain_scores_gemma":[0.99978834,0.000022493314,0.00003262592,0.00010504409,0.000009113315,0.000042388292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009483646,0.000046644116,0.000060571525,0.00001890527,0.0005069234,0.00003446115,0.00024783917,0.000009343577,0.00006060616],"category_scores_gemma":[0.000016420901,0.00003269327,0.000012596791,0.0002742109,0.0011626008,0.00011010547,0.000059772254,0.000056489123,0.00000610013],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014380586,0.000023524144,0.949785,7.393704e-7,7.48995e-7,0.000013502068,0.040860154,6.728143e-7,0.000025492458,0.00179251,0.00068799406,0.006808246],"study_design_scores_gemma":[0.000056359822,0.00001643908,0.9824831,0.0000031384457,0.0000015109325,4.6437094e-7,0.011795048,0.000008435159,0.0000060195644,0.00012001811,0.005450951,0.000058547357],"about_ca_topic_score_codex":0.0026154572,"about_ca_topic_score_gemma":0.014884622,"teacher_disagreement_score":0.04802976,"about_ca_system_score_codex":0.00001231593,"about_ca_system_score_gemma":0.000013618781,"threshold_uncertainty_score":0.8305968},"labels":[],"label_agreement":null},{"id":"W6967382664","doi":"10.5281/zenodo.10798879","title":"Remote sensing of multitemporal functional lake-to-channel connectivity and implications for water movement through the Mackenzie River Delta, Canada","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Movement (music); Thematic Mapper; Satellite imagery; Earth observation; Satellite","score_opus":0.041556027272799466,"score_gpt":0.2756504136801796,"score_spread":0.23409438640738015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967382664","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012052797,0.000059544913,0.004730288,0.00984184,0.00048338334,0.001545315,0.9765348,0.000117568554,0.0054820026],"genre_scores_gemma":[0.023060985,0.00018276508,0.0002492571,0.0011815765,0.0004701564,1.7876198e-7,0.97169596,0.00046185966,0.0026972697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985811,0.00019460227,0.0001986473,0.00036489792,0.00036118837,0.00029953284],"domain_scores_gemma":[0.9990717,0.000060817605,0.00007918948,0.00030968754,0.0003850082,0.00009358402],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005816795,0.00012854343,0.00013343275,0.00008656586,0.002284476,0.0003954658,0.000532471,0.000057500936,0.0008502631],"category_scores_gemma":[0.00026719124,0.000096962955,0.000041441315,0.00025010196,0.0003306137,0.00012022916,0.0009064532,0.00015552533,0.0003011896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002292873,0.000016638623,2.6170787e-7,0.00009618109,0.00004954431,0.0000015778936,0.0017348911,0.000055080014,0.000034634453,0.0006921864,0.9914135,0.005882601],"study_design_scores_gemma":[0.00013217902,0.000041346982,0.0001117475,0.00003961975,0.000040715928,0.0000018834745,0.0011528787,0.00011160061,0.000017290462,0.0015822608,0.9966439,0.00012459925],"about_ca_topic_score_codex":0.07711728,"about_ca_topic_score_gemma":0.0656523,"teacher_disagreement_score":0.021855704,"about_ca_system_score_codex":0.00014350934,"about_ca_system_score_gemma":0.000026070245,"threshold_uncertainty_score":0.99901444},"labels":[],"label_agreement":null},{"id":"W6976422537","doi":"10.60692/hw6hh-nyy20","title":"Investigation of Flash Floods on Early Basis: A Factual Comprehensive Review","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flash flood; Flash (photography); Natural disaster; Landslide; ALARM; Transmission (telecommunications)","score_opus":0.08439231132529959,"score_gpt":0.25566430185260947,"score_spread":0.17127199052730988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976422537","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":[0.94599557,0.000039502967,0.000838517,0.0014355613,0.00026584955,0.0009551006,0.000032067393,0.00018434893,0.050253503],"genre_scores_gemma":[0.99782455,0.0000067611873,0.000058696205,0.0018987813,0.00005812794,0.000019366202,0.0000065081213,0.000003199001,0.00012403968],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99871296,0.00014222543,0.00042487195,0.00009754018,0.00048220414,0.00014020769],"domain_scores_gemma":[0.9993038,0.000009795279,0.00029493275,0.0001287187,0.00015254345,0.00011019369],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021224428,0.00009441231,0.00019108811,0.00007500315,0.0001261088,0.000082815386,0.00020753934,0.00004597522,0.000037707767],"category_scores_gemma":[0.00004308651,0.000077251185,0.000059929618,0.00034361976,0.00008822464,0.00065513427,0.000038637107,0.000052743908,0.0009999158],"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":[0.000040780218,0.0000012740436,0.04843433,0.0051543787,0.00005145685,0.0000012781426,0.93580794,0.00004668856,0.0000036079348,0.0036264174,0.004426881,0.0024049834],"study_design_scores_gemma":[0.003155703,0.00084056385,0.3253218,0.013943359,0.00034727718,0.0000022996492,0.5555879,0.0015829317,0.0014398627,0.000019224577,0.096415505,0.0013436074],"about_ca_topic_score_codex":0.000019499312,"about_ca_topic_score_gemma":3.594325e-7,"teacher_disagreement_score":0.38022006,"about_ca_system_score_codex":0.00003137383,"about_ca_system_score_gemma":0.000036844638,"threshold_uncertainty_score":0.9997779},"labels":[],"label_agreement":null},{"id":"W6976688634","doi":"10.60692/x7cnb-jx867","title":"Poverty control policy may affect the transition of geological disaster risk in China","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","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":"Simon Fraser University; University of Alberta","funders":"","keywords":"Poverty; Vulnerability (computing); China; Natural disaster; Government (linguistics); Population; Extreme poverty; Control (management)","score_opus":0.014206284141210074,"score_gpt":0.23414767242665713,"score_spread":0.21994138828544704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976688634","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":[0.9543179,0.000002107203,0.003241495,0.0010639325,0.00019696512,0.0006465779,0.00008037207,0.000046988287,0.040403653],"genre_scores_gemma":[0.9992852,2.836021e-7,0.000004378842,0.00030775976,0.000052986376,0.00007491102,0.000004341549,0.0000021598457,0.00026796284],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99837804,0.00060207676,0.0003191324,0.00008011675,0.00042358163,0.00019704094],"domain_scores_gemma":[0.9995663,0.000018118146,0.00021471671,0.00014874472,0.000021451506,0.00003065298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011555288,0.00007625662,0.00013543633,0.00016154187,0.00040590737,0.000066864806,0.00026635642,0.000034017736,0.00009450977],"category_scores_gemma":[0.000027022244,0.00004759879,0.000068250665,0.00039617607,0.000100611374,0.00039998483,0.000052328516,0.00010379986,0.00004023821],"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":[0.00013054913,0.000007630692,0.21480638,0.000069563175,0.00001984153,0.0000014078578,0.77078456,0.004735408,4.0906724e-7,0.008344546,0.00020387955,0.00089581986],"study_design_scores_gemma":[0.0015679186,0.00009985492,0.6537977,0.000033341996,0.000029220188,0.0000028591594,0.33750555,0.004556156,0.0000040014484,0.00004148238,0.0022058394,0.00015606979],"about_ca_topic_score_codex":0.0006106287,"about_ca_topic_score_gemma":0.000013231134,"teacher_disagreement_score":0.43899134,"about_ca_system_score_codex":0.00010969052,"about_ca_system_score_gemma":0.000032999003,"threshold_uncertainty_score":0.31219524},"labels":[],"label_agreement":null},{"id":"W6976705172","doi":"10.60692/twz5x-3wb34","title":"Reviewing volcano hazard and risk communications in Ecuador: experiences from a fast-format workshop","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","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":"Simon Fraser University","funders":"","keywords":"Risk communication; Hazard; Volcano; Volcanic hazards; Process (computing); Dissemination; Hazard analysis","score_opus":0.053815505422504156,"score_gpt":0.2778706283239092,"score_spread":0.22405512290140503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976705172","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":[0.95958173,0.00021635556,0.0008938761,0.00020660371,0.00025738447,0.0002802716,0.000020768553,0.00008529259,0.038457703],"genre_scores_gemma":[0.99875414,0.00011223474,0.00051014073,0.00010874691,0.000037719354,0.00008961039,0.000012790228,0.0000031962516,0.00037144468],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99858254,0.00029659594,0.00047387995,0.00012920104,0.0002979085,0.00021988894],"domain_scores_gemma":[0.9991304,0.000032059237,0.0002310292,0.00043948353,0.00008816155,0.0000788488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005988331,0.000104057464,0.0001849863,0.00011837283,0.00048593368,0.00050647464,0.00037593814,0.00006706468,0.000046591565],"category_scores_gemma":[0.00009185161,0.00009059056,0.000041716678,0.00043319026,0.00015661439,0.0015451042,0.0002335518,0.00010163734,0.00015551143],"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":[0.000003974194,0.0000017094707,0.18807681,0.00005397548,0.000011319873,0.0000018411546,0.8026645,0.000010913258,9.010811e-8,0.00024216082,0.00010589926,0.0088267615],"study_design_scores_gemma":[0.00026321056,0.0000035080793,0.031484306,0.0003932179,0.00001779762,0.0000010715246,0.9595357,0.0010443117,0.0000106210155,0.000006618812,0.007099494,0.00014013353],"about_ca_topic_score_codex":0.00024781222,"about_ca_topic_score_gemma":0.0002270437,"teacher_disagreement_score":0.15687117,"about_ca_system_score_codex":0.00007741037,"about_ca_system_score_gemma":0.000054984786,"threshold_uncertainty_score":0.48839465},"labels":[],"label_agreement":null},{"id":"W6977027364","doi":"10.60692/snhjq-vp750","title":"Poverty control policy may affect the transition of geological disaster risk in China","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","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":"Simon Fraser University; University of Alberta","funders":"","keywords":"Poverty; Vulnerability (computing); China; Natural disaster; Government (linguistics); Population; Extreme poverty; Control (management)","score_opus":0.014206284141210074,"score_gpt":0.23414767242665713,"score_spread":0.21994138828544704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977027364","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":[0.9543179,0.000002107203,0.003241495,0.0010639325,0.00019696512,0.0006465779,0.00008037207,0.000046988287,0.040403653],"genre_scores_gemma":[0.9992852,2.836021e-7,0.000004378842,0.00030775976,0.000052986376,0.00007491102,0.000004341549,0.0000021598457,0.00026796284],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99837804,0.00060207676,0.0003191324,0.00008011675,0.00042358163,0.00019704094],"domain_scores_gemma":[0.9995663,0.000018118146,0.00021471671,0.00014874472,0.000021451506,0.00003065298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011555288,0.00007625662,0.00013543633,0.00016154187,0.00040590737,0.000066864806,0.00026635642,0.000034017736,0.00009450977],"category_scores_gemma":[0.000027022244,0.00004759879,0.000068250665,0.00039617607,0.000100611374,0.00039998483,0.000052328516,0.00010379986,0.00004023821],"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":[0.00013054913,0.000007630692,0.21480638,0.000069563175,0.00001984153,0.0000014078578,0.77078456,0.004735408,4.0906724e-7,0.008344546,0.00020387955,0.00089581986],"study_design_scores_gemma":[0.0015679186,0.00009985492,0.6537977,0.000033341996,0.000029220188,0.0000028591594,0.33750555,0.004556156,0.0000040014484,0.00004148238,0.0022058394,0.00015606979],"about_ca_topic_score_codex":0.0006106287,"about_ca_topic_score_gemma":0.000013231134,"teacher_disagreement_score":0.43899134,"about_ca_system_score_codex":0.00010969052,"about_ca_system_score_gemma":0.000032999003,"threshold_uncertainty_score":0.31219524},"labels":[],"label_agreement":null},{"id":"W6977101422","doi":"10.6084/m9.figshare.26943906.v1","title":"Additional file 1 of Beyond individual factors: a critical ethnographic account of urban residential fire risks, experiences, and responses in single-room occupancy (SRO) housing","year":2024,"lang":"en","type":"article","venue":"Figshare","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":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Occupancy; Ethnography; Work (physics); Government (linguistics)","score_opus":0.08426001408013918,"score_gpt":0.34364212184439097,"score_spread":0.2593821077642518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977101422","genre_codex":"dataset","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":[0.12690373,0.0008443842,1.7201064e-7,0.000046200425,0.00007766137,0.00014119818,0.86971205,0.000039805567,0.0022348228],"genre_scores_gemma":[0.9270502,0.000004466183,0.00008908249,0.000019239715,0.0001162784,0.00014546265,0.07232169,0.000009214823,0.00024439034],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850726,0.00013925007,0.00025640184,0.00027142538,0.00057394436,0.0002517039],"domain_scores_gemma":[0.99737716,0.00231178,0.00007224829,0.000103999686,0.00006801502,0.00006678006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010654549,0.000112215064,0.00015827674,0.00024664783,0.00016428098,0.00019467257,0.00026605808,0.000107809465,0.771916],"category_scores_gemma":[0.0042992197,0.00010493548,0.000067901216,0.00065492245,0.00024666416,0.00054788403,0.00015419589,0.00013191378,0.000024216759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001594241,0.000054079068,0.00041702218,0.00016829144,0.000010604477,0.000020249752,0.030901184,2.7012135e-7,0.0000057538423,0.00007449262,0.966748,0.0015841172],"study_design_scores_gemma":[0.00026523735,0.0002674796,0.1236792,0.016672406,0.000043489614,0.0000021358342,0.17635421,0.00010693812,0.00018776185,0.0007594217,0.6810439,0.0006177833],"about_ca_topic_score_codex":0.00021529818,"about_ca_topic_score_gemma":0.0007194405,"teacher_disagreement_score":0.80014646,"about_ca_system_score_codex":0.000021747088,"about_ca_system_score_gemma":0.00019564245,"threshold_uncertainty_score":0.51468784},"labels":[],"label_agreement":null},{"id":"W6977323415","doi":"10.6084/m9.figshare.14608555","title":"Additional file 7 of Tools for measuring gender equality and women’s empowerment (GEWE) indicators in humanitarian settings","year":2021,"lang":"en","type":"article","venue":"Figshare","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":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Empowerment; Gender equality; Field (mathematics); Natural disaster; Humanitarian aid; Data file","score_opus":0.0774653378419647,"score_gpt":0.2976983995344012,"score_spread":0.2202330616924365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977323415","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025491246,0.000018675912,2.448609e-7,0.00007036955,0.000016930579,0.00018301878,0.9518194,0.000012659528,0.045329563],"genre_scores_gemma":[0.22579077,0.000002264183,0.00035214762,0.00044756662,0.00016507228,0.002302441,0.7620011,0.0000135660675,0.008925107],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992207,0.000052538344,0.00013247695,0.00016602888,0.00023268998,0.00019556328],"domain_scores_gemma":[0.9991881,0.0005602634,0.00007812849,0.000069530826,0.000051881972,0.00005207807],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011761562,0.00005293309,0.00008657611,0.000068647205,0.00014029439,0.0000802644,0.00011334021,0.000038900776,0.9430534],"category_scores_gemma":[0.002725414,0.000056295925,0.000028190403,0.00019466,0.000022805805,0.00021466166,0.00009246706,0.00004347154,0.00004561941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021762746,0.00003224157,0.00003475413,0.00011392797,0.000006463159,0.0000022530462,0.008148084,6.202837e-7,0.0000022203697,0.0004014032,0.98873985,0.002515985],"study_design_scores_gemma":[0.00009379925,0.000008816774,0.018315975,0.00040082456,0.0000012616797,8.964999e-8,0.013369918,0.0000029747737,0.000014086721,0.00040729568,0.96730965,0.000075283824],"about_ca_topic_score_codex":0.0000061946644,"about_ca_topic_score_gemma":0.00019590974,"teacher_disagreement_score":0.9430078,"about_ca_system_score_codex":0.00007328427,"about_ca_system_score_gemma":0.00013411226,"threshold_uncertainty_score":0.32627723},"labels":[],"label_agreement":null},{"id":"W6977868450","doi":"10.6084/m9.figshare.14594540.v1","title":"Additional file 3 of Bayonet-shaped language development in autism with regression: a retrospective study","year":2021,"lang":"en","type":"article","venue":"Figshare","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":"Université de Sherbrooke; Université de Montréal; Montreal Neurological Institute and Hospital; Hôpital Rivière-des-Prairies","funders":"","keywords":"Autism; Table (database); Language development; Retrospective cohort study; Data collection","score_opus":0.018990106420551465,"score_gpt":0.27718136885757005,"score_spread":0.25819126243701856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977868450","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023956487,0.000028625262,1.03368635e-7,0.000054569795,0.000012993051,0.00024070326,0.9103019,0.000025603931,0.0869398],"genre_scores_gemma":[0.35289612,5.928413e-7,0.0007373289,0.00006837748,0.000063041356,0.0008733254,0.59756947,0.000010814044,0.04778093],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991353,0.00006536981,0.00010117531,0.00017970041,0.0003807992,0.00013765976],"domain_scores_gemma":[0.9995901,0.00014897514,0.00006810329,0.000092471535,0.000064026644,0.000036303725],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000032715183,0.00006104505,0.000097255004,0.00004238572,0.00010551796,0.000026306214,0.00013749479,0.000027663713,0.99007213],"category_scores_gemma":[0.00074758247,0.00004908733,0.000016269263,0.00039525997,0.000016550726,0.00010498348,0.000092441995,0.00006401688,0.00039452373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045346565,0.00013311794,0.00029243308,0.000013187784,0.00000967927,0.00013305651,0.012770559,4.2196282e-7,0.0000010370849,0.000025426301,0.98507607,0.0015405042],"study_design_scores_gemma":[0.00022520646,0.000036547124,0.45993453,0.0020493022,0.0000020013797,5.2181116e-7,0.028381009,0.0000064734804,0.000009739641,0.000017511527,0.5092223,0.00011484051],"about_ca_topic_score_codex":0.000023253993,"about_ca_topic_score_gemma":0.003596987,"teacher_disagreement_score":0.9896776,"about_ca_system_score_codex":0.00005489674,"about_ca_system_score_gemma":0.00031097588,"threshold_uncertainty_score":0.5070936},"labels":[],"label_agreement":null},{"id":"W6979705182","doi":"","title":"Aboriginal disaster resilience planning","year":2016,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Facilitator; Resilience (materials science); Disaster planning; Emergency management; Process (computing); Facilitation; Disaster response; Community resilience","score_opus":0.005181335879217336,"score_gpt":0.24105109965842564,"score_spread":0.2358697637792083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979705182","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08691412,0.00169856,0.00011344393,0.0020985575,0.00072125345,0.00052584853,0.000007929784,0.00054992916,0.9073703],"genre_scores_gemma":[0.8360938,0.0019064369,0.00016092566,0.0006842766,0.0011907712,0.000050443312,0.0000066794587,0.000034818284,0.15987185],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963662,0.00029235246,0.00031818077,0.0006309963,0.00057079777,0.0018214666],"domain_scores_gemma":[0.9990325,0.00021931104,0.0001236304,0.00033356404,0.000026019501,0.000264977],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040222998,0.00015023735,0.00023221798,0.000035072735,0.0010154024,0.0014911193,0.0009800298,0.00011463233,0.056741033],"category_scores_gemma":[0.000025207552,0.00019475176,0.00010882521,0.000724127,0.0006276025,0.0026501883,0.00012307726,0.00022073514,0.0001406419],"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":[0.000044231027,0.000102577316,0.1253167,0.000013289172,0.000044788703,0.00012592431,0.00093787385,0.000050425446,0.0000028493535,0.3302884,0.45190454,0.09116838],"study_design_scores_gemma":[0.0004092883,0.00012167532,0.0047153668,0.000306865,0.000014994442,0.000008026522,0.00031542135,0.000024081526,0.0000017046816,0.25388795,0.7398479,0.00034670482],"about_ca_topic_score_codex":0.0022265401,"about_ca_topic_score_gemma":0.03198199,"teacher_disagreement_score":0.74917966,"about_ca_system_score_codex":0.000102586986,"about_ca_system_score_gemma":0.00048099857,"threshold_uncertainty_score":0.99954545},"labels":[],"label_agreement":null},{"id":"W6980079155","doi":"","title":"An assessment of partnerships in flood emergency management, Red River Valley, Manitoba","year":2008,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Context (archaeology); Flooding (psychology); Emergency management; Delphi method; Variety (cybernetics); Natural disaster; Hazard","score_opus":0.03576631811074583,"score_gpt":0.29819761109027065,"score_spread":0.26243129297952483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980079155","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":[0.73249274,0.0000710558,0.00007092321,0.000222353,0.00058082,0.00058350223,0.000008696216,0.000046871883,0.26592302],"genre_scores_gemma":[0.9759161,0.004260918,0.0012839569,0.00000589346,0.00007267651,0.0000018782539,0.00017426757,0.000023569239,0.018260732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975889,0.00032782787,0.00025283635,0.000503449,0.00091954827,0.00040748576],"domain_scores_gemma":[0.9987364,0.000022602135,0.00051032583,0.00043643356,0.00017242502,0.00012182938],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042726603,0.00024856618,0.0004305403,0.00057945517,0.0003993952,0.000018162611,0.0011559242,0.00025718813,0.00012042948],"category_scores_gemma":[0.000011122419,0.00033432455,0.00019126786,0.00069087755,0.0002908325,0.0005376405,0.000109890396,0.0002365242,0.00002135493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048032257,0.0027839998,0.8434445,0.0022996862,0.0007931216,0.000662593,0.050737295,0.0003164989,0.00041266863,0.05488809,0.031962544,0.011218638],"study_design_scores_gemma":[0.0005076443,0.00008486061,0.6425129,0.00016023398,0.00013986394,1.3297267e-7,0.34787384,0.000082144004,0.000008257037,0.0004321084,0.00790515,0.0002928273],"about_ca_topic_score_codex":0.010071818,"about_ca_topic_score_gemma":0.86090666,"teacher_disagreement_score":0.85083485,"about_ca_system_score_codex":0.00019319411,"about_ca_system_score_gemma":0.000116228526,"threshold_uncertainty_score":0.9999109},"labels":[],"label_agreement":null},{"id":"W6980358999","doi":"","title":"Bulletin de veille : Vol 6, no 4, 2012","year":2012,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public investment; Rail transportation; Mandatory retirement","score_opus":0.009753601851659946,"score_gpt":0.20601160571138746,"score_spread":0.19625800385972753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980358999","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005682154,0.01596281,0.0056334324,0.00045703808,0.003216555,0.00042559035,0.000012757472,0.000031024527,0.96857864],"genre_scores_gemma":[0.15263392,0.0016579077,0.0024099473,0.00003235371,0.000647221,5.22351e-7,0.00000411557,0.000026335401,0.8425877],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982123,0.0002729716,0.00024630775,0.00030998784,0.0004884602,0.00046997156],"domain_scores_gemma":[0.9989012,0.00006698358,0.00022869074,0.00035919595,0.00025717265,0.00018678264],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003305341,0.0002864198,0.00038775665,0.00013498431,0.000772689,0.000017184931,0.0015326837,0.00035091874,0.016831696],"category_scores_gemma":[0.000089375084,0.0002661784,0.00042471997,0.0003373533,0.0033102222,0.00020112874,0.00059113035,0.00025183367,0.0028669084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021227497,0.0022665523,0.013204134,0.0084796585,0.0008966436,0.000017149123,0.039333306,0.0032289585,0.0032638723,0.2609825,0.6442131,0.023901852],"study_design_scores_gemma":[0.0003903851,0.000040328443,0.014923542,0.0029628375,0.00030868402,0.0000019130127,0.00060555624,0.00048479595,0.00025096172,0.00011135258,0.9796393,0.0002803597],"about_ca_topic_score_codex":0.00420991,"about_ca_topic_score_gemma":0.01732022,"teacher_disagreement_score":0.3354262,"about_ca_system_score_codex":0.0010656003,"about_ca_system_score_gemma":0.00026207848,"threshold_uncertainty_score":0.999979},"labels":[],"label_agreement":null},{"id":"W6981734157","doi":"","title":"Exploring Environmental Stewardship in the Niagara Region of Canada: How Do Elements of Environmental Stewardship Relate to Success?","year":2022,"lang":"en","type":"other","venue":"Brock University Digital Repository (Brock University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Environmental stewardship; Context (archaeology); Work (physics); Perspective (graphical); Environmental governance; Empirical research","score_opus":0.019190294249706818,"score_gpt":0.18488200728944865,"score_spread":0.16569171303974184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981734157","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35640398,0.00008983518,0.000013232068,0.000028792503,0.00036521434,0.00085895497,0.0002581007,0.000050975097,0.6419309],"genre_scores_gemma":[0.41371724,0.00015726298,0.0000070399296,0.000011131753,0.000035683744,5.429623e-7,0.000018424063,0.00003667098,0.586016],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713653,0.00035107584,0.00023175975,0.00056865666,0.0012358103,0.00047616955],"domain_scores_gemma":[0.9987498,0.00008817541,0.0004922015,0.00046490712,0.000011485955,0.00019345389],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000017433322,0.000313976,0.00037517687,0.0006848441,0.00044037716,0.00007060188,0.0016912955,0.00013991566,0.00008743913],"category_scores_gemma":[0.000019540397,0.0003556157,0.00018109205,0.00062800135,0.00031733242,0.0008622763,0.000847841,0.00028593134,0.000004203044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006335066,0.0010830591,0.42417863,0.00030293205,0.0005217086,0.0018337027,0.0042636734,0.0003570739,0.0005969092,0.0006253662,0.5633396,0.0022638435],"study_design_scores_gemma":[0.0004923643,0.00012723851,0.014146923,0.00011962164,0.00008494267,0.0000036635254,0.19459993,2.0904011e-7,0.00001499707,0.0000039962465,0.7900457,0.00036045848],"about_ca_topic_score_codex":0.01777887,"about_ca_topic_score_gemma":0.08280462,"teacher_disagreement_score":0.4100317,"about_ca_system_score_codex":0.0014959007,"about_ca_system_score_gemma":0.00027645967,"threshold_uncertainty_score":0.9998896},"labels":[],"label_agreement":null},{"id":"W6981870777","doi":"","title":"Frais de scolarité et de subsistance dans les universités canadiennes -- = Tuition and Living Accomodation Costs at Canadian Universities -- /","year":2015,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Legislation; Public policy; Agency (philosophy); Work (physics)","score_opus":0.008848719345342072,"score_gpt":0.22050820483985226,"score_spread":0.2116594854945102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981870777","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4072424,0.0017863911,0.00024251678,0.005095918,0.000091693015,0.00026339004,0.00029200857,0.00004334462,0.58494234],"genre_scores_gemma":[0.57682776,0.0011315271,0.00020064486,0.00054365164,0.00012495228,0.000012568795,0.000032547832,0.000053867192,0.42107248],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971246,0.00065144856,0.00026159405,0.00055316836,0.00076071074,0.0006484446],"domain_scores_gemma":[0.9962514,0.0024909086,0.0003311768,0.00021070518,0.00008132667,0.0006344625],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000643642,0.0003970229,0.00029298454,0.00097250915,0.0010097951,0.00040047508,0.00071679574,0.00018264497,0.004470783],"category_scores_gemma":[0.000645688,0.00046652937,0.000106227075,0.00078008755,0.0010222313,0.00093766523,0.00035047028,0.00028792478,0.0000695413],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000075939926,0.00014667513,0.47682285,0.00023265321,0.00026391642,0.00011057186,0.17614232,0.00041601618,0.0001820078,0.24532434,0.09918892,0.0010937755],"study_design_scores_gemma":[0.00031713487,0.00005173639,0.37638715,0.0005593404,0.000116411444,0.0000147831015,0.031406358,0.0005498051,0.000007773529,0.00017913364,0.58990604,0.0005043509],"about_ca_topic_score_codex":0.98753387,"about_ca_topic_score_gemma":0.9999867,"teacher_disagreement_score":0.4907171,"about_ca_system_score_codex":0.04377674,"about_ca_system_score_gemma":0.070791036,"threshold_uncertainty_score":0.9997786},"labels":[],"label_agreement":null},{"id":"W6981884064","doi":"","title":"Formation of magmatic nickel-sulfide ore deposits and processses affecting their copper and platinum-group element contents","year":2005,"lang":"en","type":"other","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Partial melting; Igneous rock; Crust; Mantle (geology); Magma chamber; Mantle plume; Magma; Continental crust; Underplating; Ultramafic rock","score_opus":0.010101184045132239,"score_gpt":0.2088646828836428,"score_spread":0.19876349883851055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981884064","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":[0.08399534,0.0018456642,0.00082296063,0.00046924155,0.000109462446,0.00096222945,0.000014134963,0.00012113532,0.91165984],"genre_scores_gemma":[0.9464622,0.00073185255,0.00018051201,0.000058181322,0.00008142429,0.0000015885292,0.000022051043,0.000044574626,0.05241763],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894404,0.00010018441,0.0002192985,0.0002564377,0.0002811904,0.00019882958],"domain_scores_gemma":[0.999133,0.00013584812,0.00046374704,0.000121154844,0.0000601753,0.000086104425],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001989816,0.00020215433,0.0002786086,0.00023903696,0.00034192225,0.00007815152,0.00016351747,0.00014769121,0.002424831],"category_scores_gemma":[0.000032095388,0.00019084838,0.000044442575,0.00017780681,0.00041795537,0.00034331786,0.00011052311,0.00008929847,0.000006364759],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016409704,0.00031335495,0.090421215,0.0034832838,0.00060784834,0.00001614326,0.15085809,0.00014487523,0.00045480352,0.008842531,0.26485404,0.4798397],"study_design_scores_gemma":[0.007840235,0.00044405085,0.04692973,0.006188378,0.001332402,0.000036886067,0.31047618,0.009580271,0.00041622279,0.00022889739,0.613706,0.0028207651],"about_ca_topic_score_codex":0.002599589,"about_ca_topic_score_gemma":0.057867628,"teacher_disagreement_score":0.8624668,"about_ca_system_score_codex":0.00009205809,"about_ca_system_score_gemma":0.00009212701,"threshold_uncertainty_score":0.9984871},"labels":[],"label_agreement":null},{"id":"W6982056451","doi":"","title":"Gold nanoparticles : tailored preparation and assembly in 2- and 3-dimensions","year":2004,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University; Universität Zürich; U.S. Department of Energy","keywords":"Colloidal gold; Nanoparticle; Focus (optics); Nanomaterials","score_opus":0.015757385745729904,"score_gpt":0.28009523017179555,"score_spread":0.26433784442606567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982056451","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":[0.8917432,0.00043543775,1.8981291e-8,0.00004796295,0.00036522353,0.0006453042,0.000024471488,0.000092768445,0.10664566],"genre_scores_gemma":[0.9860278,0.0008616816,0.00011733838,0.000081447404,0.000022095772,0.0000723199,0.00006943498,0.00003585407,0.012712063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99745953,0.00029809237,0.0004489912,0.0007164265,0.00057012105,0.0005068608],"domain_scores_gemma":[0.99907714,0.000118405034,0.0002332446,0.00023446316,0.0001069312,0.00022981489],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007952556,0.00032019283,0.00034381606,0.00029134736,0.0009610092,0.00021402612,0.00026312808,0.0003719256,0.00003182619],"category_scores_gemma":[0.00038897243,0.00033379503,0.00006349954,0.0005025396,0.0001673357,0.0010329032,0.00009659349,0.00038827717,0.000041396986],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004588184,0.0005656619,0.0009453954,0.0005425114,0.00014385657,0.000122966,0.0030776563,0.00012362558,0.1266876,0.71357965,0.000037276328,0.15371497],"study_design_scores_gemma":[0.009190269,0.00146509,0.11647972,0.0055295704,0.001038205,0.000021801774,0.11666934,0.00024624766,0.08482564,0.43986312,0.21714205,0.0075289425],"about_ca_topic_score_codex":0.0019368136,"about_ca_topic_score_gemma":0.05856306,"teacher_disagreement_score":0.27371654,"about_ca_system_score_codex":0.00025698537,"about_ca_system_score_gemma":0.00006801898,"threshold_uncertainty_score":0.9999114},"labels":[],"label_agreement":null},{"id":"W6982185296","doi":"","title":"Heliogen Announces Fourth Quarter and Full Year 2022 Financial and Operational Results","year":2023,"lang":"en","type":"other","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Financial management; Financial plan; Financial Audit","score_opus":0.012754689503906224,"score_gpt":0.2651219867857361,"score_spread":0.2523672972818299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982185296","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041963463,0.00025372693,0.000016470094,0.001749647,0.000446915,0.00022004002,0.00007293094,0.00014968218,0.99667096],"genre_scores_gemma":[0.0008955687,0.001373433,0.00018244602,0.00014760756,0.00071255525,0.000009949805,0.000014157262,0.0000468918,0.9966174],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909955,0.00004658677,0.00010345382,0.00027789874,0.0003018958,0.00017061901],"domain_scores_gemma":[0.9997662,0.000033271084,0.00004702736,0.00007995659,0.000015824025,0.000057777997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027220114,0.00010001683,0.00011236434,0.0001137198,0.00017822254,0.00016118493,0.00012368312,0.0001109457,0.00075832964],"category_scores_gemma":[0.00005955944,0.000081299186,0.000019071485,0.00014860857,0.00023501115,0.000093713374,0.000068827576,0.0000539865,0.00016102177],"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":[0.000010375655,0.0000070090964,0.00028656685,0.000009314344,0.000009771468,0.000003860177,0.0013632594,1.6210028e-7,0.0000013724954,0.016189842,0.9804354,0.0016830798],"study_design_scores_gemma":[0.00019845324,0.00003622073,0.0012465732,0.000035960842,0.000008506052,1.4432372e-7,0.0023083908,0.000007756618,1.341441e-7,0.00040753206,0.9956136,0.00013677226],"about_ca_topic_score_codex":0.0015383188,"about_ca_topic_score_gemma":0.055165555,"teacher_disagreement_score":0.053627238,"about_ca_system_score_codex":0.000008572213,"about_ca_system_score_gemma":0.000061180726,"threshold_uncertainty_score":0.96207523},"labels":[],"label_agreement":null},{"id":"W6982309572","doi":"","title":"IDENTIFICATION OF GENE DEFECTS INVOLVED IN THE ETIOLOGY OF ECTOPIC URETERS IN THE LABRADOR RETRIEVER","year":2013,"lang":"en","type":"dissertation","venue":"Utrecht University Repository (Utrecht University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Labrador Retriever; Etiology; Identification (biology); Gene; Ureter","score_opus":0.01097613725969795,"score_gpt":0.2195000103994746,"score_spread":0.20852387313977663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982309572","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":[0.89122915,0.00006558408,0.000015765398,0.00014768251,0.00046372152,0.0006608687,0.000006029815,0.000018138102,0.10739307],"genre_scores_gemma":[0.937878,0.00026314208,0.00002330437,0.000021146725,0.000036388457,6.6613933e-7,0.000050380342,0.000006752909,0.06172021],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971315,0.0013901719,0.00031127923,0.00038668554,0.000507274,0.00027304018],"domain_scores_gemma":[0.998383,0.00036792332,0.00058815925,0.00046008828,0.00015993218,0.000040912764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007615234,0.0001886933,0.00032253744,0.0007868429,0.0003128031,0.00003348421,0.0016856331,0.00040071545,0.000033978748],"category_scores_gemma":[0.000075726566,0.0001655979,0.00016971219,0.0018149279,0.00045185146,0.0003611939,0.000056921155,0.0003792324,0.0000055218857],"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":[0.0017237437,0.0023694283,0.15403636,0.0015225162,0.0007228414,0.0017030678,0.6262381,0.00021165,0.033286512,0.15786357,0.01030457,0.0100176],"study_design_scores_gemma":[0.0015962978,0.00018426543,0.18982325,0.0003544356,0.0005006249,0.0000024772812,0.7733862,0.000037631635,0.004860924,0.00045754822,0.028216567,0.00057978055],"about_ca_topic_score_codex":0.0068622925,"about_ca_topic_score_gemma":0.012688768,"teacher_disagreement_score":0.15740603,"about_ca_system_score_codex":0.00028139533,"about_ca_system_score_gemma":0.00027975827,"threshold_uncertainty_score":0.9997511},"labels":[],"label_agreement":null},{"id":"W6982317039","doi":"","title":"1885 House Bill 0487. An Act To Change The Name Of The Corporation Known As La Banque Co-Operative Canadienne, And To Confirm Its Doings.","year":2017,"lang":"en","type":"other","venue":"State Library's electronic repository (State Library of Massachusetts)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislature; Corporation; Legislation; Legislative history","score_opus":0.012913767978343503,"score_gpt":0.2553911115414222,"score_spread":0.24247734356307868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982317039","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06508068,0.0020647552,0.000009221264,0.009838286,0.0007644923,0.0041861353,0.0003860824,0.0004118051,0.91725856],"genre_scores_gemma":[0.2142893,0.0026747542,0.00006955422,0.0008994383,0.00035813847,0.000120221805,0.000056584704,0.0003666642,0.78116536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995815,0.0012014363,0.0005296307,0.0008280204,0.0006412247,0.0009847304],"domain_scores_gemma":[0.99727833,0.00015690456,0.0009896351,0.0010958418,0.00004272206,0.000436567],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044643835,0.0005431816,0.00064046565,0.00033745152,0.0007588717,0.0008101899,0.0021928633,0.00024418905,0.00038071262],"category_scores_gemma":[0.000042713134,0.00034256774,0.00014802282,0.0004530718,0.0009352771,0.002917684,0.00045067797,0.0004909854,0.00002419427],"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":[0.00049202755,0.00023554717,0.0069381977,0.00038521813,0.0005885717,0.00012536214,0.06749971,0.000046725178,0.0006199536,0.030185107,0.87925977,0.013623827],"study_design_scores_gemma":[0.0003157484,0.0005269517,0.002957818,0.00039617228,0.00006167136,0.0000059848853,0.00095240836,0.000016452326,0.002527136,0.0011170983,0.99061966,0.0005028901],"about_ca_topic_score_codex":0.009116723,"about_ca_topic_score_gemma":0.00821951,"teacher_disagreement_score":0.14920862,"about_ca_system_score_codex":0.00006757502,"about_ca_system_score_gemma":0.0013190428,"threshold_uncertainty_score":0.9999026},"labels":[],"label_agreement":null},{"id":"W6982370671","doi":"","title":"The independence of Canada: the annual address delivered before the Agricultural Society of the county of Missisquoi, at Bedford, Sept. 8, 1869.","year":2014,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Independence (probability theory); Agriculture; Agricultural revolution; Government (linguistics)","score_opus":0.004184334775662417,"score_gpt":0.1751220176245531,"score_spread":0.1709376828488907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982370671","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":[0.7977758,0.000052288968,0.000013977607,0.13989207,0.00029756772,0.0006229103,0.0001611344,0.000029570887,0.061154667],"genre_scores_gemma":[0.9084562,0.00009468791,0.00002245981,0.00017240168,0.000043674132,5.5149513e-7,0.0000029929347,0.000004999728,0.091202],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808997,0.00039241242,0.00015424914,0.0001839477,0.00086398894,0.0003154225],"domain_scores_gemma":[0.9986924,0.00030185937,0.00035880154,0.00041326918,0.00016332109,0.000070342736],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003049534,0.00013238176,0.00016682567,0.000014236076,0.0014973205,0.000039745813,0.0020252836,0.000085300155,0.00006378096],"category_scores_gemma":[0.000050970884,0.000059080787,0.00019460735,0.0005493792,0.0015700961,0.00055144593,0.000765098,0.00019053066,7.43928e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000688673,0.00005034088,0.044198215,0.000058721893,0.00016302007,0.0000016347759,0.034014724,0.00028860313,0.000015851278,0.043366637,0.8772263,0.00054710207],"study_design_scores_gemma":[0.00034038056,0.000057057438,0.2616471,0.00007521677,0.00010025093,1.4601943e-7,0.2650999,0.000034564993,0.0007755157,0.0002904184,0.4714068,0.00017264619],"about_ca_topic_score_codex":0.27062553,"about_ca_topic_score_gemma":0.29632717,"teacher_disagreement_score":0.4058195,"about_ca_system_score_codex":0.000096479045,"about_ca_system_score_gemma":0.0004366528,"threshold_uncertainty_score":0.9998026},"labels":[],"label_agreement":null},{"id":"W6982387174","doi":"","title":"ï»¿The Effect of Acute Eccentric Treadmill Running on NF-ÎºB Activation and HSP72 Content in Skeletal Muscle from Late Middle-aged Rats","year":2011,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Skeletal muscle; Eccentric; Treadmill; Heat shock protein; Eccentric exercise; Shock (circulatory)","score_opus":0.007363836105871785,"score_gpt":0.1790714630787473,"score_spread":0.1717076269728755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982387174","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":[0.8713744,0.00020382591,9.004252e-7,0.0002138112,0.00026093388,0.0003491117,0.000050964387,0.000004591492,0.12754145],"genre_scores_gemma":[0.9748,0.00059784413,0.000013660964,0.00007943673,0.000032655702,0.000013071648,0.00004603648,0.000013152898,0.02440418],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99787784,0.00017093703,0.00027980836,0.00025625137,0.0011530713,0.00026209664],"domain_scores_gemma":[0.99898386,0.00045638368,0.00030852706,0.00012689146,9.0055113e-7,0.00012341542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000039059116,0.00019285492,0.00028477394,0.00004387354,0.0003060793,0.000040259176,0.0002468681,0.000051303672,0.000017167455],"category_scores_gemma":[0.000009255373,0.00014934337,0.000035127297,0.00010161992,0.00011776817,0.00023602064,0.000047793153,0.00015524145,3.817946e-9],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016359456,0.00039685096,0.30083805,0.0023958194,0.002482541,0.00044289822,0.03749948,0.00008808035,0.07645433,0.10017275,0.0023783837,0.46049136],"study_design_scores_gemma":[0.0014120439,0.00044668157,0.8884426,0.0011980018,0.00018671832,1.1909807e-7,0.026217984,0.0002014559,0.0731168,0.00082062435,0.007430712,0.0005262962],"about_ca_topic_score_codex":0.03723884,"about_ca_topic_score_gemma":0.22777404,"teacher_disagreement_score":0.5876045,"about_ca_system_score_codex":0.00001280678,"about_ca_system_score_gemma":0.0003918402,"threshold_uncertainty_score":0.96917224},"labels":[],"label_agreement":null},{"id":"W6982395485","doi":"","title":"Imputabilité à la présence d’un champ d’éoliennes de troubles rapportés dans deux élevages bovins: Avis de l'Anses. Rapport d'expertise collective","year":2021,"lang":"fr","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","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":"Université de Montréal","funders":"","keywords":"Field (mathematics); Interpretation (philosophy); Order (exchange); Context (archaeology)","score_opus":0.02175502347914163,"score_gpt":0.25860690713669193,"score_spread":0.2368518836575503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982395485","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30066833,0.0065814443,0.041907746,0.0063986722,0.0008536354,0.0013784374,0.00008506944,0.00038523658,0.64174145],"genre_scores_gemma":[0.62992555,0.016345197,0.008673059,0.00017722152,0.00017104016,0.0003447026,0.00025615015,0.000120190496,0.3439869],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9782502,0.015506741,0.0012925725,0.0018034651,0.00156747,0.0015795594],"domain_scores_gemma":[0.9898045,0.002989137,0.001259282,0.0021553817,0.003025798,0.000765888],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.016073998,0.00086100353,0.0010366407,0.00033693743,0.0020376837,0.0010612865,0.0025136806,0.00080780307,0.0008999396],"category_scores_gemma":[0.004494729,0.0009208194,0.00072800403,0.0021635697,0.002904542,0.0006511909,0.0011691902,0.000906301,0.000043574117],"study_design_candidate":"not_applicable","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":[0.00007072324,0.004367105,0.09742537,0.0010720148,0.0008324139,0.00053655787,0.57594013,0.000094247,0.004688762,0.05334917,0.023243614,0.23837987],"study_design_scores_gemma":[0.0025483633,0.000012974425,0.08129246,0.0087581,0.000872589,0.0004917981,0.12393519,0.008130527,0.039279882,0.008817609,0.7217227,0.0041377675],"about_ca_topic_score_codex":0.011703341,"about_ca_topic_score_gemma":0.019697461,"teacher_disagreement_score":0.6984791,"about_ca_system_score_codex":0.0014342543,"about_ca_system_score_gemma":0.00841472,"threshold_uncertainty_score":0.9999757},"labels":[],"label_agreement":null},{"id":"W6982455826","doi":"","title":"Incidence and progression of interstitial lung disease in systemic sclerosis patients without significant interstitial lung disease: associations with immunosuppressive drugs","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interstitial lung disease; Azathioprine; Vital capacity; Scleroderma (fungus); Cyclophosphamide; Proportional hazards model; Incidence (geometry); Cohort; Cumulative incidence","score_opus":0.008657637603764807,"score_gpt":0.2631271324473348,"score_spread":0.25446949484357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982455826","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":[0.98527485,0.00046201953,0.0000016792596,0.000017995328,0.0010970436,0.0023776377,0.00095444615,0.00008649736,0.0097278375],"genre_scores_gemma":[0.99668384,0.0003741579,0.000037870213,0.000027341872,0.000039693925,0.00025045892,0.00075475645,0.00007757721,0.0017542802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99490553,0.00084195746,0.00087126024,0.0010468919,0.0016530725,0.00068129745],"domain_scores_gemma":[0.99706507,0.00027356748,0.0012103677,0.00048173434,0.0005145557,0.00045471583],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007989744,0.00056969933,0.000717561,0.0004989647,0.00092916307,0.0002410061,0.0008664222,0.00030978938,0.000048952545],"category_scores_gemma":[0.0009562766,0.0005257249,0.00018544724,0.0006144233,0.0003612891,0.0015448922,0.00027378727,0.00067526713,0.000013071816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010784813,0.003149388,0.7607637,0.01014188,0.0011749908,0.00015042647,0.009438489,0.0005193295,0.006234206,0.0642967,0.00004930826,0.13329676],"study_design_scores_gemma":[0.0100433,0.0008333517,0.8460865,0.08767668,0.0034075198,9.165247e-7,0.038864434,0.0028170517,0.0016391779,0.0025322505,0.00082402566,0.0052748183],"about_ca_topic_score_codex":0.0012578513,"about_ca_topic_score_gemma":0.0015677203,"teacher_disagreement_score":0.12802194,"about_ca_system_score_codex":0.0009824693,"about_ca_system_score_gemma":0.00024464718,"threshold_uncertainty_score":0.99971944},"labels":[],"label_agreement":null},{"id":"W6982461178","doi":"","title":"The Influence of Cognitive Biases and Decision Making Styles on Older Adultsâ E-Commerce Decisions","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Decision quality; Affect (linguistics); Exploratory research; Cognition; Cognitive style; Quality (philosophy); Cognitive bias; Product (mathematics)","score_opus":0.034714914149013246,"score_gpt":0.33416703423783983,"score_spread":0.2994521200888266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982461178","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":[0.986572,0.00009192044,0.0009824529,0.0006850227,0.000778581,0.00052941794,0.000016532436,0.000006541424,0.010337479],"genre_scores_gemma":[0.999339,0.000073982395,0.000041047162,0.00012363316,0.00007015982,0.0000058223877,6.6393017e-7,0.0000020888178,0.00034363606],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99819803,0.00015938906,0.00056347233,0.000033771088,0.00093130546,0.00011400366],"domain_scores_gemma":[0.99212474,0.0047051166,0.001759192,0.00007245369,0.001294166,0.0000443495],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0034758225,0.000054096756,0.00012187358,0.000099313445,0.0004901709,0.00028470447,0.00028370495,0.000051241735,3.945462e-7],"category_scores_gemma":[0.017492522,0.000029179686,0.00007190561,0.00023641753,0.00006250801,0.0011124245,0.00004457038,0.000074307754,0.0000045451097],"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":[0.001549448,0.00023464658,0.17474663,0.00009521367,0.000556246,6.0487514e-7,0.24882932,0.06181183,0.00001580928,0.17176084,0.08650622,0.2538932],"study_design_scores_gemma":[0.0036866122,0.00039169317,0.41270825,0.007192657,0.00017796282,0.0000054094266,0.42949402,0.0018080419,0.000026154166,0.004079471,0.14015721,0.00027251133],"about_ca_topic_score_codex":0.00003040735,"about_ca_topic_score_gemma":0.000048140726,"teacher_disagreement_score":0.25362068,"about_ca_system_score_codex":0.00015304216,"about_ca_system_score_gemma":0.000093453535,"threshold_uncertainty_score":0.9907836},"labels":[],"label_agreement":null},{"id":"W6982639379","doi":"","title":"Is progression-free survival a more relevant endpoint than overall survival in first-line HR+/HER2&amp;amp;minus; metastatic breast cancer?","year":2018,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metastatic breast cancer; Overall survival; Clinical endpoint; Hazard ratio; Progression-free survival; Quality of life (healthcare); Randomized controlled trial; Clinical trial","score_opus":0.034428367199958176,"score_gpt":0.3353789037351201,"score_spread":0.3009505365351619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982639379","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030379596,0.020934459,0.06357913,0.021997241,0.015155004,0.0063750395,0.0034514165,0.0010449752,0.86442477],"genre_scores_gemma":[0.6040587,0.00692023,0.003863449,0.0054264185,0.023311434,0.0025517896,0.0011963539,0.002344429,0.35032722],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934206,0.00048808008,0.0007411801,0.0011867342,0.0030403535,0.001123032],"domain_scores_gemma":[0.99748105,0.00036572624,0.0004221955,0.0008820834,0.00008927567,0.0007596813],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017998772,0.00068142096,0.0011141837,0.00026662514,0.00030635425,0.00023124347,0.0016207178,0.00059263746,0.016171545],"category_scores_gemma":[0.00059963553,0.00051231554,0.00023801187,0.0004171518,0.0019268852,0.00022635679,0.0007766213,0.000649673,0.00013815935],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001050727,0.002269084,0.025567098,0.0029870032,0.0010418452,0.0004905484,0.028471895,0.000005258592,0.0000069992834,0.0077476166,0.16079204,0.7695699],"study_design_scores_gemma":[0.003869456,0.00011679119,0.0056671947,0.00044280675,0.00029082486,0.000006826289,0.0013481764,0.003448317,0.000001185658,0.0025708624,0.9808511,0.0013864338],"about_ca_topic_score_codex":0.03081923,"about_ca_topic_score_gemma":0.18749864,"teacher_disagreement_score":0.8200591,"about_ca_system_score_codex":0.00010636793,"about_ca_system_score_gemma":0.000024359833,"threshold_uncertainty_score":0.99973285},"labels":[],"label_agreement":null},{"id":"W6982656655","doi":"","title":"An investigation of high school teachers’ experiences and perceptions of the influence of neoliberalism in the Canadian school systems","year":2013,"lang":"en","type":"dissertation","venue":"University of Oulu Repository (University of Oulu)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neoliberalism (international relations); Perception; Government (linguistics); School system; Agency (philosophy)","score_opus":0.006751266682448761,"score_gpt":0.2080849413860562,"score_spread":0.20133367470360744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982656655","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":[0.98941267,0.00006713173,0.0000022025824,0.00014820343,0.000135738,0.00046960972,0.0000125610995,0.000006479341,0.009745425],"genre_scores_gemma":[0.993224,0.00005951675,0.00009262826,0.000006535006,0.000013023083,2.1934208e-7,0.000012369153,0.0000038644803,0.0065878085],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983643,0.0004949655,0.00020661295,0.00023113866,0.00054413633,0.0001587958],"domain_scores_gemma":[0.99848825,0.000053633274,0.00070339267,0.00031276216,0.00030853483,0.00013343814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036341656,0.00012445645,0.00030667588,0.0003106776,0.0006912483,0.000024593628,0.0011502046,0.0002442086,0.000052859938],"category_scores_gemma":[0.000031972257,0.00012233594,0.00009875924,0.00046944234,0.001818664,0.0008044002,0.000057623172,0.0002028758,9.981243e-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":[0.000047508674,0.0000831334,0.21816875,0.00038266202,0.00009009776,0.000010981931,0.7691783,0.0008874327,0.0042621987,0.0061299847,0.0006546994,0.000104283],"study_design_scores_gemma":[0.00013386169,0.00004503529,0.48280975,0.00022371973,0.00006767842,4.4386744e-7,0.5164747,0.000022836397,0.000032435644,0.000061229985,0.000055995486,0.00007227953],"about_ca_topic_score_codex":0.75917584,"about_ca_topic_score_gemma":0.2869754,"teacher_disagreement_score":0.47220042,"about_ca_system_score_codex":0.00013802852,"about_ca_system_score_gemma":0.0007804705,"threshold_uncertainty_score":0.7260354},"labels":[],"label_agreement":null},{"id":"W6982853659","doi":"","title":"L'acte authentique notarie electronique","year":2001,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Environment - Saskatchewan","keywords":"Legislation; Interpretation (philosophy); Set (abstract data type)","score_opus":0.017170284492210638,"score_gpt":0.2729414513240021,"score_spread":0.25577116683179146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982853659","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40216804,0.00015803521,4.041762e-7,0.00006751989,0.0014379527,0.0007385091,0.00006700305,0.0003465764,0.59501594],"genre_scores_gemma":[0.5691226,0.0012620229,0.00012838554,0.00029225802,0.00015912176,0.0001506493,0.0004069632,0.00012830153,0.42834967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99428684,0.00073406025,0.0007771531,0.0012478454,0.0014609722,0.0014931262],"domain_scores_gemma":[0.99760115,0.00019703647,0.00060961593,0.00073109166,0.0003766869,0.0004844321],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001550373,0.00074546546,0.000670231,0.0004833831,0.0030035435,0.00037791766,0.0016231675,0.0010804657,0.0018165217],"category_scores_gemma":[0.00068644324,0.00079812005,0.00045689745,0.0010891177,0.0002150489,0.001192925,0.00014059254,0.0016404251,0.0009654007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016802241,0.00033891978,0.00006758305,0.00021380183,0.00024498536,0.00014106142,0.0004061566,0.000006696953,0.0047709746,0.8359532,0.00016973018,0.1575189],"study_design_scores_gemma":[0.00040994506,0.00010495202,0.00064569653,0.00030704617,0.00021172123,0.000002901547,0.003781279,0.0000044847866,0.0049951784,0.10128022,0.88702106,0.0012355051],"about_ca_topic_score_codex":0.0029340512,"about_ca_topic_score_gemma":0.043970045,"teacher_disagreement_score":0.8868513,"about_ca_system_score_codex":0.00095608894,"about_ca_system_score_gemma":0.0002385787,"threshold_uncertainty_score":0.9998125},"labels":[],"label_agreement":null},{"id":"W6982884368","doi":"","title":"\"La France appelle votre secours\" : Québec et la France libre, 1940-1945","year":2012,"lang":"fr","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Subject (documents); Government (linguistics)","score_opus":0.010037103352041705,"score_gpt":0.2783492176376843,"score_spread":0.26831211428564256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982884368","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10718252,0.015553391,0.00091903954,0.013605194,0.0023368937,0.00028376398,0.000009020173,0.0001418503,0.8599683],"genre_scores_gemma":[0.44445792,0.0007656405,0.00031209755,0.0012343549,0.0004940904,0.000011358335,0.0000016055653,0.000018880122,0.55270404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971156,0.00059680373,0.00030178356,0.0004175901,0.00060254586,0.0009656854],"domain_scores_gemma":[0.998723,0.00037769796,0.00014719911,0.00036360926,0.000042268224,0.00034623136],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011216102,0.00030293304,0.00028908826,0.000061844185,0.00046214985,0.0002330144,0.00077092205,0.00027993188,0.005229342],"category_scores_gemma":[0.00005056241,0.00027422755,0.00017118319,0.00065576186,0.0013978368,0.0016869421,0.00025544397,0.00037228168,0.0032919706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013257843,0.0009296837,0.17257024,0.0002554477,0.00010142251,0.000022734699,0.05797282,0.00007901311,0.00002712465,0.30324274,0.16473301,0.30005252],"study_design_scores_gemma":[0.00028018368,0.00002729098,0.031416956,0.00011993655,0.000038364964,0.00000239748,0.005334355,0.00013905964,0.000020563413,0.000488732,0.9617507,0.00038144912],"about_ca_topic_score_codex":0.02333128,"about_ca_topic_score_gemma":0.014369402,"teacher_disagreement_score":0.7970177,"about_ca_system_score_codex":0.000036850262,"about_ca_system_score_gemma":0.00022384203,"threshold_uncertainty_score":0.999971},"labels":[],"label_agreement":null},{"id":"W6982936976","doi":"","title":"La relació Québec-Canadà en l'ensenyament de la història. 'La relación Québec-Canadá en la enseñanza de la historia'","year":2011,"lang":"ca","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Product (mathematics); Identification (biology)","score_opus":0.01715029568127076,"score_gpt":0.2510527139576076,"score_spread":0.23390241827633682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982936976","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":[0.11289753,0.002257243,0.0008468644,0.01443405,0.0024697487,0.0010383917,0.000068969675,0.0005894391,0.86539775],"genre_scores_gemma":[0.9764919,0.0015174781,0.0022386666,0.00041969444,0.001320005,0.0003232627,0.00004434386,0.0001607263,0.017483875],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98318803,0.009548833,0.0014758308,0.0017322631,0.002058443,0.0019965712],"domain_scores_gemma":[0.9917066,0.0040521417,0.0009832253,0.0012484527,0.0004088423,0.00160074],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006875423,0.0011500737,0.001068224,0.00082676334,0.002129653,0.00096150354,0.0024025121,0.0021871035,0.00044239496],"category_scores_gemma":[0.0030513515,0.0011818898,0.000669377,0.001267441,0.00071359234,0.0009578997,0.00075598573,0.0022859205,0.00009331869],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000492228,0.0014792656,0.0047008945,0.00027014202,0.00057281484,0.0018595789,0.095304236,0.000052071035,0.0008746069,0.86425436,0.024358079,0.0057817423],"study_design_scores_gemma":[0.0016407572,0.00013810446,0.017057102,0.00041170107,0.00050967664,0.00091827905,0.009710637,0.00014163832,0.00013498245,0.0013118647,0.96674997,0.0012752651],"about_ca_topic_score_codex":0.014735086,"about_ca_topic_score_gemma":0.15188876,"teacher_disagreement_score":0.94239193,"about_ca_system_score_codex":0.009368027,"about_ca_system_score_gemma":0.010999212,"threshold_uncertainty_score":0.9991694},"labels":[],"label_agreement":null},{"id":"W6982996112","doi":"","title":"Learning environment and education leadership: A comparative study that includes British Columbia, Canada and Saudi Arabia","year":2018,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Bureaucracy; Educational leadership; Relation (database); Kingdom; Narrative inquiry; Leadership style; Learning environment; Instructional leadership; Cultural diversity","score_opus":0.01502821172511076,"score_gpt":0.21966893401637522,"score_spread":0.20464072229126445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982996112","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":[0.9061723,0.0037609183,0.0000011370266,0.00032414956,0.00025794917,0.0011086406,0.000004572527,0.00010580734,0.08826455],"genre_scores_gemma":[0.9179642,0.0019525863,0.000052245286,0.000583651,0.0005465504,0.00010239771,0.000024421255,0.000027027403,0.07874693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99694943,0.00055877573,0.0002659025,0.0006759719,0.0005068111,0.00104309],"domain_scores_gemma":[0.9992617,0.00013579753,0.00015493012,0.00017042289,0.000025195603,0.00025198585],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000376472,0.00013463326,0.00031118246,0.000018355851,0.002222117,0.0038838754,0.00035407057,0.0000806844,0.011649712],"category_scores_gemma":[0.00001974863,0.00029967996,0.000033033077,0.00034007436,0.000828326,0.0011398469,0.00031156646,0.0003533282,0.00000493036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011664044,0.00027818885,0.7419473,0.000025977435,0.00009580581,0.000025720361,0.0040542674,0.000009873138,3.7996784e-7,0.00047313562,0.18420257,0.068875104],"study_design_scores_gemma":[0.0012184153,0.001491439,0.5215262,0.00042554102,0.00012155132,0.00004339998,0.057587486,0.00017239545,0.0000011370548,0.048573952,0.36780357,0.0010349138],"about_ca_topic_score_codex":0.94553906,"about_ca_topic_score_gemma":0.99952555,"teacher_disagreement_score":0.22042112,"about_ca_system_score_codex":0.00018376292,"about_ca_system_score_gemma":0.0010038785,"threshold_uncertainty_score":0.9999455},"labels":[],"label_agreement":null},{"id":"W6983149784","doi":"","title":"1808 Legislative Bill. Quarter Master General's Account.","year":2020,"lang":"en","type":"other","venue":"State Library's electronic repository (State Library of Massachusetts)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislature; Quarter (Canadian coin); Government (linguistics); Legislation; Work (physics); Commission","score_opus":0.009788798855079951,"score_gpt":0.2266586498107018,"score_spread":0.21686985095562186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983149784","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007222976,0.0027895507,0.00010750789,0.0078017493,0.0012781423,0.0016359561,0.00029635974,0.0015098723,0.9838586],"genre_scores_gemma":[0.005470946,0.0047285203,0.00074168184,0.0012341987,0.0015481554,0.00008233336,0.00035481472,0.0010024155,0.98483694],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99271154,0.0011343869,0.0011893422,0.0015896372,0.0014240302,0.0019510748],"domain_scores_gemma":[0.9968289,0.0001595613,0.001358456,0.0010987112,0.000027195576,0.00052714],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021762053,0.001065244,0.0012529405,0.00074194657,0.0004082453,0.0009678974,0.0024427157,0.00049172895,0.006490095],"category_scores_gemma":[0.000013625055,0.0008955413,0.0005318761,0.0011810624,0.0011247825,0.0045533925,0.0006179434,0.00103972,0.00030136752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022218731,0.00014330955,0.0028241286,0.0002802593,0.00063392275,0.00020077804,0.006146853,0.000018103547,0.00012058427,0.00520981,0.9822106,0.001989504],"study_design_scores_gemma":[0.0007165506,0.0003432472,0.0003215347,0.0002809602,0.00012045668,0.0000036313363,0.0006950111,0.000053021595,0.0006286412,0.005785686,0.9899292,0.0011220832],"about_ca_topic_score_codex":0.00072863715,"about_ca_topic_score_gemma":0.000092809416,"teacher_disagreement_score":0.0077186166,"about_ca_system_score_codex":0.00008463819,"about_ca_system_score_gemma":0.0013794015,"threshold_uncertainty_score":0.99934953},"labels":[],"label_agreement":null},{"id":"W6983216879","doi":"","title":"Magnac-Laval – Les Tourettes","year":2013,"lang":"fr","type":"other","venue":"OpenEdition (OpenEdition)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Term (time); Textual entailment; Context (archaeology)","score_opus":0.016218775421196804,"score_gpt":0.25146243215737896,"score_spread":0.23524365673618214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983216879","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012674358,0.0016675729,0.00074826676,0.07382505,0.007261302,0.0016865244,0.00019101666,0.00023139878,0.91312146],"genre_scores_gemma":[0.017806832,0.0021008423,0.00090312323,0.014216464,0.00537471,0.0005313127,0.0006864045,0.00019786796,0.95818245],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99468225,0.0006476729,0.0008090713,0.001221258,0.0015315536,0.001108174],"domain_scores_gemma":[0.99750626,0.000240442,0.0007297152,0.00071006775,0.0003054597,0.0005080538],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006304373,0.00083421404,0.0007571454,0.00038039402,0.0013982992,0.0010938564,0.0016058933,0.0008077989,0.40666646],"category_scores_gemma":[0.00016557501,0.00081072963,0.0003826023,0.0008040982,0.001790299,0.010705868,0.00042782156,0.0005721772,0.056278657],"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":[0.000012755755,0.00023908283,0.0001733989,0.00012385215,0.00010277145,0.0000329935,0.00038751282,0.000023330043,0.00004225387,0.5042147,0.4514087,0.043238647],"study_design_scores_gemma":[0.00062713854,0.00016796433,0.008887197,0.00066375383,0.0002164341,0.0000060196567,0.0024722163,0.00008330433,0.000084721134,0.0035236427,0.9822062,0.0010613916],"about_ca_topic_score_codex":0.0020469204,"about_ca_topic_score_gemma":0.011748395,"teacher_disagreement_score":0.5307975,"about_ca_system_score_codex":0.00030368354,"about_ca_system_score_gemma":0.0002307705,"threshold_uncertainty_score":0.9999431},"labels":[],"label_agreement":null},{"id":"W6983546140","doi":"","title":"MLB quick look: Orioles return home, Kris Bryant homers at Wrigley","year":2015,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; TSG101; Hyporeflexia; Limiting; Pretext; Gestational period","score_opus":0.016370453750566845,"score_gpt":0.26749564243607776,"score_spread":0.2511251886855109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983546140","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002385301,0.0015619445,0.00070786243,0.00036643335,0.0029116364,0.0012370719,0.0006484434,0.0006671817,0.9895141],"genre_scores_gemma":[0.010638368,0.0019574738,0.00063904654,0.0003876332,0.0017957054,0.00007843839,0.0006712998,0.00055306824,0.983279],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933668,0.000936723,0.0008536105,0.0016675319,0.0015719553,0.0016033914],"domain_scores_gemma":[0.9968905,0.00031450615,0.00078921055,0.0010202796,0.0000833685,0.0009021643],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006997688,0.0010469592,0.0011131167,0.0010866728,0.00016883598,0.00043333534,0.0031738372,0.0003668726,0.019934943],"category_scores_gemma":[0.00017178599,0.00093582907,0.00054297654,0.00035885556,0.0026649947,0.00023177273,0.0022480018,0.00088755175,0.008081076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022859777,0.00016002802,0.0019065051,0.00014589241,0.0004467608,0.00020336977,0.025916994,0.0000023670607,0.00004024127,0.0048561892,0.9645195,0.001573536],"study_design_scores_gemma":[0.00077780423,0.00026852614,0.000298256,0.0012971067,0.00014116711,0.000010970259,0.0027639235,0.00014888753,0.000022717457,0.0027392406,0.9903591,0.0011722461],"about_ca_topic_score_codex":0.06405826,"about_ca_topic_score_gemma":0.36483437,"teacher_disagreement_score":0.3007761,"about_ca_system_score_codex":0.00031544137,"about_ca_system_score_gemma":0.00034895784,"threshold_uncertainty_score":0.99930924},"labels":[],"label_agreement":null},{"id":"W6986932492","doi":"","title":"Risk Perception of a Major Earthquake Event at the Cascadia Subduction Plate Boundary","year":2021,"lang":"en","type":"article","venue":"Journal of Media Literacy Education","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subduction; Plate tectonics; Intraplate earthquake; Magnitude (astronomy); Episodic tremor and slip; Earthquake casualty estimation; Tectonics; Boundary (topology); Government (linguistics)","score_opus":0.008347461159281425,"score_gpt":0.3085564318755032,"score_spread":0.30020897071622177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986932492","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":[0.98895043,0.0013167135,0.00010537589,0.004190479,0.003685184,0.00009575716,0.0000028792103,0.0000037556333,0.0016494483],"genre_scores_gemma":[0.98964596,0.0011346258,0.0003910229,0.0001092948,0.0011630956,0.000003159677,0.0000092094115,0.000004865585,0.0075387685],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99849963,0.0003813961,0.00037719833,0.00009494027,0.00052013044,0.00012670636],"domain_scores_gemma":[0.99860865,0.00016282912,0.00055877696,0.00012927786,0.0004591092,0.00008136992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011159622,0.00006159949,0.00011002758,0.00010210612,0.0003133521,0.00011627741,0.0001566858,0.000041631316,0.00067906687],"category_scores_gemma":[0.0004917388,0.00004384751,0.00011167212,0.0002863103,0.00015157479,0.00063071237,0.00002675483,0.00014777335,0.000025256048],"study_design_candidate":"observational","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":[0.00010594418,0.00050618075,0.052943926,0.000055978056,0.00007253051,0.000008524155,0.32149234,0.00005772638,0.0032551528,0.00091546314,0.02133816,0.5992481],"study_design_scores_gemma":[0.00038627352,0.00006639414,0.6503051,0.00021492063,0.00017092,0.00005208282,0.10032863,0.000029337532,0.00036531102,0.0030559879,0.24489683,0.00012819433],"about_ca_topic_score_codex":0.00025633036,"about_ca_topic_score_gemma":0.00058397057,"teacher_disagreement_score":0.5991199,"about_ca_system_score_codex":0.00014969005,"about_ca_system_score_gemma":0.00062641146,"threshold_uncertainty_score":0.7435306},"labels":[],"label_agreement":null},{"id":"W6989591361","doi":"","title":"Boots on the Ground: Disaster Response in Canada","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Disaster response; Government (linguistics); Emergency response; Action (physics); Natural disaster; Work (physics)","score_opus":0.026912382142995475,"score_gpt":0.2431463264147055,"score_spread":0.21623394427171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989591361","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":[0.5624705,1.3494179e-7,0.0000025888828,0.0024284958,0.00016557312,0.00025532494,0.0000039595634,0.000049579143,0.4346238],"genre_scores_gemma":[0.9941542,0.003565778,0.000003453909,0.00036938346,0.00004037235,0.0000025814966,0.0000020493824,0.000008190454,0.0018539601],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983048,0.0005307896,0.000086747394,0.00024990144,0.00041174586,0.00041605657],"domain_scores_gemma":[0.99921215,0.0004227767,0.00004416855,0.000240891,0.000023287785,0.000056712594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005520105,0.00010651676,0.000097310294,0.002165909,0.0003803744,0.00006748954,0.00061219087,0.00003650305,0.000068387846],"category_scores_gemma":[0.00013332278,0.00008633609,0.000042004922,0.008951363,0.00014014864,0.00024241324,0.00016893959,0.00013346804,0.00009032131],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005807372,0.00057465927,0.038856685,0.000109258464,0.00023106934,0.0057998383,0.5801246,0.00086651964,0.000027743155,0.1961561,0.055321433,0.11612469],"study_design_scores_gemma":[0.00020897902,0.00003087749,0.0076002525,0.000024615536,0.000006301986,1.1560022e-7,0.053591922,0.00006593154,0.0000040136715,0.0000032583403,0.938345,0.00011870751],"about_ca_topic_score_codex":0.9881192,"about_ca_topic_score_gemma":0.99753535,"teacher_disagreement_score":0.8830236,"about_ca_system_score_codex":0.00069427735,"about_ca_system_score_gemma":0.0011504457,"threshold_uncertainty_score":0.4300833},"labels":[],"label_agreement":null},{"id":"W6989869074","doi":"","title":"Center-right politicians score a landslide victory in Saskatchewan, Canada","year":2020,"lang":"en","type":"other","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Victory; Landslide; Government (linguistics)","score_opus":0.009661633180928351,"score_gpt":0.2391412764602615,"score_spread":0.22947964327933315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989869074","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010287349,0.00009529345,0.000023941051,0.0018165465,0.0006330563,0.00027479397,0.00003174151,0.000104976614,0.9969168],"genre_scores_gemma":[0.010408647,0.000038185404,0.000054792337,0.0020949317,0.00049444154,0.000008217262,0.000017729555,0.00007632898,0.98680675],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986383,0.00007606453,0.00014439547,0.0002838004,0.00043123646,0.0004262327],"domain_scores_gemma":[0.99959856,0.000019891455,0.00006581201,0.00014577815,0.0000073662763,0.00016256308],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006672094,0.00015997686,0.00021469023,0.00010834092,0.0000635133,0.000051968636,0.00044740128,0.0001140147,0.00797054],"category_scores_gemma":[0.000013624491,0.00013698796,0.000039222137,0.00022977484,0.00011868866,0.000037566726,0.00007110413,0.0001298756,0.000076265125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018305691,0.00002005786,0.0052642063,0.000040731513,0.000014842158,0.000097575234,0.002560369,1.799781e-7,2.811731e-7,0.0041172663,0.986921,0.00096165686],"study_design_scores_gemma":[0.00015207345,0.000004439876,0.0003876414,0.00011523438,0.000006480963,7.977793e-8,0.019871773,8.773944e-7,6.3720677e-7,0.000052289935,0.97922873,0.0001797361],"about_ca_topic_score_codex":0.97523624,"about_ca_topic_score_gemma":0.99992156,"teacher_disagreement_score":0.024685355,"about_ca_system_score_codex":0.00018173408,"about_ca_system_score_gemma":0.0010959494,"threshold_uncertainty_score":0.9929363},"labels":[],"label_agreement":null},{"id":"W6990195653","doi":"","title":"Dalle ripercussioni dell’emergenza sanitaria alla controversa vicenda We Charity, passando per la prorogation del Parlamento.I nuovi venti di crisi del Governo Trudeau","year":2020,"lang":"it","type":"article","venue":"IRIS Research product catalog (Sapienza University of Rome)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Population; Context (archaeology); Public policy","score_opus":0.05355606656609535,"score_gpt":0.3179520528777862,"score_spread":0.26439598631169087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990195653","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":[0.7636501,0.0075006764,0.0026473564,0.09267326,0.002008126,0.008727039,0.0011108948,0.00036137758,0.12132113],"genre_scores_gemma":[0.9668018,0.009154021,0.00030849205,0.00012371845,0.00046286758,0.000007144413,0.00018382061,0.000048558602,0.022909556],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99092305,0.0018728847,0.00063153147,0.0017379026,0.0032687169,0.0015659243],"domain_scores_gemma":[0.996302,0.00036352046,0.0004976149,0.0008883781,0.001071263,0.00087720115],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030542295,0.0005212633,0.00077851815,0.00039223902,0.0022161105,0.00036680116,0.0026565362,0.00035377324,0.0029201377],"category_scores_gemma":[0.0007992609,0.00055265275,0.00038662012,0.0018358344,0.0022442664,0.0018426331,0.0019857497,0.0011257939,0.0015766247],"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":[0.0034945873,0.0038724744,0.028139433,0.0019818912,0.0017006899,0.00051592465,0.28382966,0.0005728974,0.014236509,0.0122394245,0.62375754,0.025658961],"study_design_scores_gemma":[0.002857423,0.0006096678,0.009424601,0.00023627139,0.0001802257,0.0000025812606,0.09069739,0.0009425568,0.0003098391,0.00033145913,0.8936865,0.0007215073],"about_ca_topic_score_codex":0.014674885,"about_ca_topic_score_gemma":0.0019531245,"teacher_disagreement_score":0.26992893,"about_ca_system_score_codex":0.00067274756,"about_ca_system_score_gemma":0.0009987485,"threshold_uncertainty_score":0.9996925},"labels":[],"label_agreement":null},{"id":"W6990876872","doi":"","title":"Emergency management after-action review processes to influence Ontario Municipalities","year":2019,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency management; Emergency response; Work (physics); Government (linguistics); Local government; Emergency planning; Risk management; Emergency medical services","score_opus":0.007624982281487354,"score_gpt":0.23695633327347612,"score_spread":0.22933135099198876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990876872","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":[0.3493295,0.01983122,0.0000022346928,0.0007691174,0.0007193582,0.0024101627,0.0000042089355,0.00033238594,0.6266018],"genre_scores_gemma":[0.65936714,0.06571949,0.00013287093,0.0018147717,0.0001919968,0.0003881046,0.00001942743,0.000028088374,0.2723381],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99689186,0.00020163099,0.0004354142,0.0006094995,0.0005799481,0.001281652],"domain_scores_gemma":[0.9991528,0.000037173722,0.00013070091,0.00042039395,0.000053791715,0.00020513183],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003747555,0.0001694861,0.00030368555,0.00004217387,0.00046237698,0.0007680317,0.0008534942,0.00006346787,0.14979263],"category_scores_gemma":[0.000020094236,0.00028160514,0.00010253771,0.0013391704,0.00009414526,0.0022021276,0.00035679943,0.00024277609,0.0003153088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009181244,0.0003744901,0.28226426,0.0045213886,0.0002727818,0.000103606195,0.005527101,0.00059889985,6.829707e-7,0.10160282,0.56017613,0.04446603],"study_design_scores_gemma":[0.00019543254,0.00016545494,0.012411539,0.002776147,0.000066315384,0.0000034483921,0.00078264275,0.0000040959553,4.411649e-7,0.052018255,0.93106025,0.00051595515],"about_ca_topic_score_codex":0.11613042,"about_ca_topic_score_gemma":0.92399436,"teacher_disagreement_score":0.80786395,"about_ca_system_score_codex":0.00021001963,"about_ca_system_score_gemma":0.00044800137,"threshold_uncertainty_score":0.9999636},"labels":[],"label_agreement":null},{"id":"W6991039414","doi":"","title":"Evaluating children’s learning of adaptive response capacities from shakeout, an earthquake and tsunami drill in two Washington state school districts","year":2014,"lang":"en","type":"article","venue":"Acquire (CQUniversity)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Drill; Population; Quarter (Canadian coin); Emergency response; Psychological resilience","score_opus":0.02417468885101777,"score_gpt":0.29753219418151694,"score_spread":0.2733575053304992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991039414","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":[0.9906014,0.000040428713,0.00026262001,0.00010306495,0.0000652935,0.00019912428,0.000009374478,0.000050504925,0.008668159],"genre_scores_gemma":[0.9965583,0.000047767076,0.00025828084,0.000035692417,0.00004529208,9.1027295e-7,0.000008270728,0.000008342382,0.0030371319],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976538,0.0011486983,0.00016552577,0.00033745755,0.00038967445,0.0003048676],"domain_scores_gemma":[0.99909675,0.0003563928,0.00016153332,0.00017072177,0.00006811964,0.0001464527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011646929,0.00012956766,0.00019502298,0.00025810397,0.00044175572,0.00009149356,0.00033160578,0.00004731539,0.0000881745],"category_scores_gemma":[0.0005052056,0.00013932637,0.000038327657,0.000398172,0.00055827334,0.0009697424,0.00017868837,0.00014963743,0.00000865842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015159837,0.00015630241,0.69730026,0.000021930524,0.00013089052,0.000038649803,0.20005998,0.004345028,0.0016674139,0.013933851,0.000058329242,0.08077137],"study_design_scores_gemma":[0.0018809724,0.00049541297,0.8823121,0.00018694873,0.00007771229,3.7230438e-7,0.10538657,0.005705134,0.00012231611,0.0018521599,0.0015473977,0.00043289847],"about_ca_topic_score_codex":0.008821143,"about_ca_topic_score_gemma":0.009511344,"teacher_disagreement_score":0.18501183,"about_ca_system_score_codex":0.0000936321,"about_ca_system_score_gemma":0.00007673897,"threshold_uncertainty_score":0.9977792},"labels":[],"label_agreement":null},{"id":"W6991151435","doi":"","title":"Foodways as Agentive Response to Disaster in Colonial New Orleans: The French Quarter Fires of 1788 and 1794","year":2025,"lang":"en","type":"article","venue":"ScholarWorks @ The University of New Orleans (The University of New Orleans)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foodways; Hurricane katrina; Colonialism; Quarter (Canadian coin); Population; Transformative learning; Natural disaster","score_opus":0.011581612877508998,"score_gpt":0.24424975710002833,"score_spread":0.23266814422251933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991151435","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":[0.9258663,0.00032118085,0.0024174703,0.044871807,0.00030523032,0.0011793355,0.000027985476,0.000046784036,0.024963927],"genre_scores_gemma":[0.9078583,0.0002798778,0.0003278355,0.00038268874,0.00006328949,9.780991e-8,0.0000030761173,0.000009542054,0.09107527],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970422,0.00095015264,0.00029211355,0.0005130872,0.0006923689,0.00051012234],"domain_scores_gemma":[0.99775,0.00082983245,0.00030206144,0.00074183464,0.000116664225,0.0002596326],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013452286,0.00028065697,0.00045454872,0.00038546245,0.001335887,0.00009112731,0.002617852,0.00019732286,0.00066874555],"category_scores_gemma":[0.0002618766,0.00022374805,0.0002668946,0.0017431524,0.0017583205,0.000613746,0.0008233215,0.00055108435,0.00005463954],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058559976,0.0002983185,0.014921518,0.00007840172,0.0005416776,0.000070263435,0.6211667,0.0013825176,0.0006800013,0.012435712,0.3099949,0.03257397],"study_design_scores_gemma":[0.0031824785,0.00040187946,0.13042708,0.0005218696,0.00042726367,0.0000014832916,0.35399267,0.00010308468,0.00007413875,0.0027537483,0.5077172,0.00039709662],"about_ca_topic_score_codex":0.029895626,"about_ca_topic_score_gemma":0.05670348,"teacher_disagreement_score":0.26717404,"about_ca_system_score_codex":0.00018372093,"about_ca_system_score_gemma":0.0007752177,"threshold_uncertainty_score":0.99996424},"labels":[],"label_agreement":null},{"id":"W6991550255","doi":"","title":"Hurricanes Katrina and Rita: Unprecedented Challenges Exposed the Individuals and Households Program to Fraud and Abuse; Actions Needed to Reduce Such Problems in Future","year":2011,"lang":"en","type":"other","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Federal Emergency Management Agency; McGill University; U.S. Department of Homeland Security","keywords":"Hurricane katrina; Government (linguistics); Vulnerability (computing); Accountability; Emergency management; Natural disaster; Local government","score_opus":0.024302683640205686,"score_gpt":0.2123670808181974,"score_spread":0.18806439717799173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991550255","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":[0.8811851,0.0005840678,0.0000115355315,0.002416049,0.00007840888,0.0017927644,0.00037565967,0.00023840208,0.113318],"genre_scores_gemma":[0.7532742,0.010688216,0.00065846497,0.000087963825,0.000107025524,6.6387395e-7,0.000117064425,0.00009921794,0.2349672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984406,0.00011037421,0.00014270034,0.0005820561,0.00035763552,0.00036663],"domain_scores_gemma":[0.9990089,0.000066586486,0.00025871512,0.0003039237,0.000045506364,0.00031635226],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000086939704,0.00029230033,0.0004465954,0.0006247674,0.00033095892,0.00011159049,0.0008943383,0.00018951335,0.00013370349],"category_scores_gemma":[0.000010570353,0.0003127367,0.000074007716,0.0009580779,0.00095327006,0.0012859429,0.00069955376,0.00021698032,0.000013533658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086991924,0.00032734353,0.91153896,0.00024101335,0.00016630643,0.000034199304,0.0107183345,0.000004983883,6.092424e-8,0.0004405682,0.03415308,0.042288173],"study_design_scores_gemma":[0.00036636062,0.00018308997,0.5947949,0.00014199248,0.000054739998,0.0000010360367,0.009012676,9.131004e-7,1.8069854e-7,0.000017688153,0.3951855,0.00024089892],"about_ca_topic_score_codex":0.0031706835,"about_ca_topic_score_gemma":0.043586634,"teacher_disagreement_score":0.3610324,"about_ca_system_score_codex":0.000025280473,"about_ca_system_score_gemma":0.00009231464,"threshold_uncertainty_score":0.99993247},"labels":[],"label_agreement":null},{"id":"W6991953331","doi":"","title":"Institutions contributing to system adaptability : the case of flood management in the Fraser Valley","year":2010,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Infrastructure Canada; Indigenous and Northern Affairs Canada; Ministry of Education, India; Ministry of Environment; Health Canada; Public Safety Canada","keywords":"Adaptability; Flood myth; Context (archaeology); Adaptive capacity; Government (linguistics); Flood risk management; Flooding (psychology); Climate change; Adaptive management","score_opus":0.013052802806766378,"score_gpt":0.2247204909550056,"score_spread":0.21166768814823922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991953331","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":[0.24050021,0.00010189257,0.0003225814,0.0002966723,0.00032501595,0.0014381243,0.00016024188,0.000052223502,0.75680304],"genre_scores_gemma":[0.9627322,0.00005427078,0.00011343573,0.000027061935,0.000048040318,0.0000028942104,0.0000042244956,0.000014553776,0.037003335],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99872845,0.00025514225,0.00013271617,0.00028192395,0.00031369546,0.00028804434],"domain_scores_gemma":[0.9992243,0.00006624753,0.00016861013,0.00041662488,0.00006674339,0.00005748495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011506723,0.000048767528,0.0002213894,0.00006916344,0.00059725856,0.00009717924,0.0009308793,0.00013993667,0.00021858768],"category_scores_gemma":[0.00004392178,0.00009859138,0.0001007186,0.00051375997,0.0007129498,0.0000828114,0.0002902064,0.00018269634,0.000014821297],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018780209,0.00074911537,0.008673417,0.0012930752,0.00037399508,0.0047113374,0.0160405,0.00004242227,0.0000026473674,0.0073082326,0.15462583,0.8061606],"study_design_scores_gemma":[0.00085194455,0.000033716195,0.3798972,0.0008830018,0.00021852969,0.000020253818,0.36591673,0.000027071044,2.3157797e-8,0.00012302044,0.25174397,0.0002845362],"about_ca_topic_score_codex":0.60630685,"about_ca_topic_score_gemma":0.9827185,"teacher_disagreement_score":0.8058761,"about_ca_system_score_codex":0.000068946014,"about_ca_system_score_gemma":0.00008295644,"threshold_uncertainty_score":0.45936903},"labels":[],"label_agreement":null},{"id":"W6992865779","doi":"","title":"Miklem marbut mal-loghba tal-futbol","year":2008,"lang":"eo","type":"article","venue":"OAR@UM (University of Malta)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Component (thermodynamics); Field (mathematics); Metis","score_opus":0.020701071451543242,"score_gpt":0.21087878007755378,"score_spread":0.19017770862601055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992865779","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":[0.5878072,0.00021663953,0.00024502634,0.003459146,0.0006435989,0.00031043883,0.00002730195,0.000072313655,0.40721834],"genre_scores_gemma":[0.73571634,0.0011312992,0.0006490129,0.00012025417,0.00013734472,1.9192576e-7,0.0000075847906,0.000011696073,0.26222625],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767905,0.00019430801,0.00018258207,0.00053002744,0.00077218463,0.0006418678],"domain_scores_gemma":[0.99885875,0.000069604735,0.00027511045,0.00040757126,0.00012342782,0.00026551692],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003416254,0.00023186921,0.00037987513,0.00022245434,0.0012948351,0.000039377013,0.0012452382,0.00021148588,0.0044441307],"category_scores_gemma":[0.000029917626,0.00028863183,0.0002632464,0.00077796495,0.0018672876,0.0006829443,0.00054149335,0.00021565112,0.0011942475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008077328,0.0024423527,0.08945957,0.0009954054,0.0007920783,0.003162472,0.18062574,0.00022284657,0.0021995208,0.07352083,0.5671041,0.07866736],"study_design_scores_gemma":[0.0016645837,0.00032791385,0.11946321,0.00016888222,0.00022742189,0.000009693724,0.09973955,0.0005129001,0.00004718782,0.0005127595,0.7765071,0.00081880245],"about_ca_topic_score_codex":0.0032690025,"about_ca_topic_score_gemma":0.0015904689,"teacher_disagreement_score":0.209403,"about_ca_system_score_codex":0.00010038253,"about_ca_system_score_gemma":0.0001517933,"threshold_uncertainty_score":0.9999566},"labels":[],"label_agreement":null},{"id":"W6997256440","doi":"","title":"Upscaling Collaborative Crisis Management: A Comparison of Wildfire Responder Networks in Canada and Sweden","year":2020,"lang":"en","type":"other","venue":"USC Research Bank (University of the Sunshine Coast)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Crisis response; Scale (ratio); Perception; Crisis management; Joint (building)","score_opus":0.037790958792877215,"score_gpt":0.3176543706180875,"score_spread":0.2798634118252103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997256440","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024107423,0.0041477107,0.00021399926,0.014327084,0.00036694139,0.0026087817,0.00012881187,0.000051279185,0.954048],"genre_scores_gemma":[0.7437568,0.0016051816,0.00020584572,0.000045195404,0.000053517262,0.0000013860105,0.000007597369,0.000044683053,0.25427985],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99712473,0.0009030285,0.00015372671,0.00033539918,0.0011061962,0.0003769077],"domain_scores_gemma":[0.99910426,0.00019109149,0.00021400632,0.0002998828,0.00007324133,0.00011749418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081129133,0.00014296373,0.00045496383,0.00031416322,0.00033569758,0.000034509812,0.0012195831,0.00011419451,0.00064844114],"category_scores_gemma":[0.00007043443,0.00012956768,0.0000751187,0.0017618856,0.0006905847,0.00009823146,0.0010523201,0.0004086388,0.0000017856387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015388637,0.00004989882,0.014113515,0.00024684262,0.00048165864,0.000048011312,0.016063923,0.0002717939,0.0000015133759,0.0027849423,0.9631663,0.0026177443],"study_design_scores_gemma":[0.00086755154,0.00006454178,0.01671524,0.0005590764,0.00028623885,9.338808e-8,0.39449465,0.0014102734,0.0000022170732,0.0004075657,0.5848679,0.0003246792],"about_ca_topic_score_codex":0.951406,"about_ca_topic_score_gemma":0.9965113,"teacher_disagreement_score":0.7196493,"about_ca_system_score_codex":0.00021921941,"about_ca_system_score_gemma":0.00057137315,"threshold_uncertainty_score":0.7099976},"labels":[],"label_agreement":null},{"id":"W6997829574","doi":"","title":"ФОРМУВАННЯ ТА СТАНОВЛЕННЯ СЛУЖБ ШВИДКОГО РЕАГУВАННЯ. ІСТОРІОГРАФІЧНИЙ АСПЕКТ","year":2025,"lang":"en","type":"article","venue":"Scientific periodicals of Ukraine","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Historiography; Service (business); Adaptability; Urbanization; Natural disaster; Key (lock); TRACE (psycholinguistics); Relevance (law)","score_opus":0.011003858754578393,"score_gpt":0.3475310603069905,"score_spread":0.3365272015524121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997829574","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":[0.4728085,0.0016315867,0.00059658603,0.010971586,0.0047420827,0.00081420207,0.000044029162,0.0002598552,0.50813156],"genre_scores_gemma":[0.84868586,0.00010057436,0.0004471903,0.0004239082,0.00012420102,0.000025453077,0.000018555063,0.000010682347,0.15016358],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99625593,0.00024624955,0.0006183413,0.0007788624,0.0012721693,0.00082842377],"domain_scores_gemma":[0.99827707,0.00017040425,0.00019424719,0.00077096565,0.00030981348,0.0002775167],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0023413561,0.0002308491,0.0004139606,0.0005218233,0.0016275685,0.0007496336,0.0015504388,0.00016034592,0.0024690353],"category_scores_gemma":[0.0011092261,0.00020805562,0.00023401105,0.0022116913,0.004733761,0.00043564703,0.00042200717,0.0001961875,0.0002779439],"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":[0.000118564654,0.0012629109,0.011582751,0.00046005836,0.0002061525,0.00004750583,0.034419574,0.00006483348,0.020849798,0.43957284,0.37467036,0.11674465],"study_design_scores_gemma":[0.0005452246,0.000042539807,0.004510989,0.00019666455,0.000048753045,4.1956767e-7,0.00831212,0.00014360354,0.00075977296,0.0051088016,0.9800226,0.00030849248],"about_ca_topic_score_codex":0.00049127784,"about_ca_topic_score_gemma":0.0010270473,"teacher_disagreement_score":0.6053523,"about_ca_system_score_codex":0.00008172628,"about_ca_system_score_gemma":0.0006315624,"threshold_uncertainty_score":0.9996722},"labels":[],"label_agreement":null},{"id":"W6999369939","doi":"","title":"Communicating potential hazards to homeless populations","year":2019,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Dysgeusia; Articular cartilage damage; Fusible alloy; Hyperlactatemia","score_opus":0.0073484699009200806,"score_gpt":0.23462717955249504,"score_spread":0.22727870965157496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999369939","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":[0.27028286,0.00089213846,0.000025789926,0.0019389481,0.00076826167,0.0010590176,0.000007777701,0.00043589392,0.7245893],"genre_scores_gemma":[0.9305477,0.00043256607,0.0007474033,0.0011054,0.0005574583,0.000055095094,0.000059295333,0.000040022616,0.06645506],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971821,0.00033698394,0.000312127,0.0004334863,0.0004613668,0.0012739848],"domain_scores_gemma":[0.99907476,0.00006642539,0.00010420795,0.0005013045,0.00003178144,0.00022152625],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038507048,0.00011534206,0.00026285104,0.00004107544,0.0011098997,0.0019531255,0.0012009145,0.0001005281,0.052344892],"category_scores_gemma":[0.000020486494,0.000210473,0.00011785863,0.0010080169,0.00014164574,0.0012770635,0.0005169193,0.00032158985,0.00022862785],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020330279,0.00019534456,0.08066518,0.000027279746,0.0000678463,0.000021387446,0.0012266728,0.0023119627,0.0000032852718,0.57178277,0.23323137,0.11044656],"study_design_scores_gemma":[0.00069209916,0.00024732196,0.017128875,0.00026808822,0.00004061566,0.00000773964,0.0015170274,0.001649534,0.0000010601634,0.38512468,0.59257704,0.00074591837],"about_ca_topic_score_codex":0.011895782,"about_ca_topic_score_gemma":0.1813342,"teacher_disagreement_score":0.66026485,"about_ca_system_score_codex":0.00008602368,"about_ca_system_score_gemma":0.0003400354,"threshold_uncertainty_score":0.9990829},"labels":[],"label_agreement":null},{"id":"W6999946405","doi":"","title":"Earthquake risk communication in the capital regional district : a public awareness assessment","year":2022,"lang":"en","type":"dissertation","venue":"Skemman","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Seismic risk; Capital city; Public policy; Capital (architecture); Risk assessment; Disaster preparedness","score_opus":0.034809545169395426,"score_gpt":0.3542976602990248,"score_spread":0.3194881151296294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999946405","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":[0.7702796,0.0004186245,0.0000089212745,0.002001292,0.00042431641,0.0005664538,0.00001784736,0.0000400415,0.22624294],"genre_scores_gemma":[0.98311126,0.00097572646,0.000025987354,0.000075940006,0.00008384534,0.00026572813,0.0017292941,0.0000118897815,0.013720316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99710226,0.0011408816,0.00024183314,0.00027245472,0.0009564662,0.00028610957],"domain_scores_gemma":[0.9989687,0.0001933963,0.00027178024,0.00046953766,0.000052275012,0.000044288747],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014281779,0.00014315642,0.00014737577,0.000169339,0.0014373976,0.00035129132,0.0013991982,0.00009541925,0.00057271915],"category_scores_gemma":[0.00007611517,0.00011719251,0.000098716846,0.0006360382,0.00014312056,0.00025041617,0.00008133368,0.00051496405,0.000018307011],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037222075,0.0007945048,0.09865672,0.000116073934,0.0000931781,0.00002885553,0.26410785,0.00004919495,0.0000017028866,0.5042913,0.020623378,0.11120001],"study_design_scores_gemma":[0.00013806408,0.000021774085,0.55846536,0.000025570485,0.000026223055,1.8139353e-7,0.21283242,0.000019290681,9.231633e-8,0.0036831733,0.22462156,0.00016626557],"about_ca_topic_score_codex":0.009856176,"about_ca_topic_score_gemma":0.15558748,"teacher_disagreement_score":0.50060815,"about_ca_system_score_codex":0.00016810751,"about_ca_system_score_gemma":0.0004328652,"threshold_uncertainty_score":0.9998626},"labels":[],"label_agreement":null},{"id":"W7000350608","doi":"","title":"EXPERIENCES OF COMMUNITY ADVOCATES FOLLOWING ECOLOGICAL DISASTER","year":2009,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Mental health; Content analysis; Qualitative analysis; Emergency management; Disaster response; Community participation; Focus group","score_opus":0.10210365161969032,"score_gpt":0.3579166112940292,"score_spread":0.25581295967433887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000350608","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":[0.9887841,0.00003945606,0.0000639971,0.0003549583,0.0003103289,0.00024575967,0.0000016299771,0.00012690894,0.010072863],"genre_scores_gemma":[0.99287266,0.000025565578,0.000024027453,0.0003289756,0.000052255356,0.0000010825673,0.0000042337106,0.000007759469,0.0066834656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975644,0.0008937567,0.00024742156,0.00026561748,0.0005297845,0.0004990454],"domain_scores_gemma":[0.9989564,0.00018475669,0.00017478009,0.00039716865,0.000075681324,0.00021124638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083177723,0.000203796,0.00030620358,0.0002512236,0.00092370884,0.00021541675,0.001468142,0.00016083947,0.00007330853],"category_scores_gemma":[0.00011121319,0.00020012667,0.00020077292,0.00061821594,0.00052547106,0.0018512289,0.00028126864,0.0003878113,0.00005390652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005886884,0.00046888215,0.8329699,0.000018428755,0.000040494946,0.00007569451,0.16225316,0.000007833782,0.00027786556,0.0014339363,0.0000036925092,0.0023912531],"study_design_scores_gemma":[0.000428129,0.00023482124,0.7744706,0.00007516685,0.000047730045,8.148374e-7,0.22183326,6.950759e-8,0.00031430545,0.00061595725,0.0017100961,0.00026899975],"about_ca_topic_score_codex":0.000018720766,"about_ca_topic_score_gemma":0.0014974135,"teacher_disagreement_score":0.059580095,"about_ca_system_score_codex":0.000098895274,"about_ca_system_score_gemma":0.00007127021,"threshold_uncertainty_score":0.81609285},"labels":[],"label_agreement":null},{"id":"W7000789054","doi":"","title":"1988 House Bill 2411. An Act Relative To The Alleviation Of The Financial Burden Imposed On The Town Of Hingham By A Fire Disaster Occurring On January Sixteenth, Nineteen Hundred And Eighty-Eight.","year":2016,"lang":"en","type":"other","venue":"State Library's electronic repository (State Library of Massachusetts)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislature; Legislation; House of Commons; Quarter (Canadian coin); House of Representatives; Work (physics); Government (linguistics)","score_opus":0.006671847993955359,"score_gpt":0.22038684014785684,"score_spread":0.21371499215390147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000789054","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34185213,0.0022483822,0.000051716208,0.022039661,0.0011031115,0.0059266123,0.0009133963,0.00048200635,0.62538296],"genre_scores_gemma":[0.39529225,0.0017669061,0.000057923364,0.0008920904,0.0005872267,0.00009089002,0.000071481794,0.00041143518,0.6008298],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99501824,0.001485271,0.0008326589,0.00080301415,0.0010376993,0.0008231326],"domain_scores_gemma":[0.9967335,0.0005907469,0.0013538684,0.0011302411,0.000025837848,0.00016582769],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037452602,0.00055205467,0.00065885007,0.00023615747,0.00050131144,0.00022459406,0.002010267,0.00024707927,0.00030786046],"category_scores_gemma":[0.000051155257,0.0002864019,0.0002757284,0.0005383393,0.00085573713,0.001688833,0.00046271493,0.0005964909,0.000011884613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015088153,0.0004083153,0.0038197213,0.00025450572,0.00075107964,0.000016758973,0.036238648,0.00014421843,0.0011404586,0.010707856,0.92889255,0.016117068],"study_design_scores_gemma":[0.0011863313,0.0016479639,0.005193186,0.0014347485,0.00018733492,0.0000016579219,0.0014068965,0.00010194772,0.00441758,0.0068444805,0.9766407,0.00093714934],"about_ca_topic_score_codex":0.00041677838,"about_ca_topic_score_gemma":0.00008690725,"teacher_disagreement_score":0.05344014,"about_ca_system_score_codex":0.0000598825,"about_ca_system_score_gemma":0.00046407024,"threshold_uncertainty_score":0.9999588},"labels":[],"label_agreement":null},{"id":"W7008622737","doi":"","title":"Confronting Modern Disaster? British Columbia’s New Emergency and Disaster Management Act","year":2024,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency management; Risk management; Legislation; Natural disaster; Work (physics)","score_opus":0.012196142666198633,"score_gpt":0.27254849440137763,"score_spread":0.260352351735179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008622737","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19922234,0.0015145362,0.0047712554,0.0010005136,0.001254608,0.0004446116,0.0000031331422,0.0002917914,0.79149723],"genre_scores_gemma":[0.5038464,0.000549821,0.00025436791,0.000064331165,0.0001762001,0.000008051607,0.0000020262419,0.000011379867,0.4950874],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984776,0.000051498606,0.00022291267,0.00044400324,0.00037991756,0.0004240754],"domain_scores_gemma":[0.9996062,0.000019788424,0.0000281041,0.00014781572,0.000014985923,0.00018310071],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026373274,0.000101908496,0.00012709977,0.000039950006,0.0003424246,0.0020799953,0.0002679709,0.000048401944,0.003591473],"category_scores_gemma":[0.000010748611,0.00013187481,0.00006523862,0.00022750052,0.00014681688,0.00064088067,0.00022831389,0.0000759457,0.00010987819],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027273054,0.00003707639,0.013240882,0.00015656442,0.000085705986,0.000073350086,0.017848594,0.0000023990374,0.000011483725,0.016065251,0.22383137,0.7286446],"study_design_scores_gemma":[0.0003790491,0.000042735788,0.025149405,0.00034205482,0.00013353891,0.0000042481,0.04556864,0.0023835734,5.1836605e-7,0.027831566,0.89751583,0.00064880785],"about_ca_topic_score_codex":0.02290312,"about_ca_topic_score_gemma":0.19216053,"teacher_disagreement_score":0.7279958,"about_ca_system_score_codex":0.000031326672,"about_ca_system_score_gemma":0.000028737626,"threshold_uncertainty_score":0.99895597},"labels":[],"label_agreement":null},{"id":"W7008648322","doi":"","title":"Climate &amp;amp; Environmental Organizations Call on Vancouver City Council to support the Climate Emergency Action Plan","year":2020,"lang":"en","type":"other","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Action plan; Action (physics); Climate change; Government (linguistics); Work (physics)","score_opus":0.06575084367778758,"score_gpt":0.3001244995678989,"score_spread":0.2343736558901113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008648322","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038605856,0.0000105958725,0.0003274471,0.000981646,0.0020619128,0.000686086,0.00018977535,0.00024515655,0.99511135],"genre_scores_gemma":[0.005373367,0.001845517,0.00012877681,0.0013794678,0.0005737506,0.000025986652,0.00012897435,0.00012183692,0.9904223],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777496,0.00009396394,0.00021998478,0.00042769863,0.0010396849,0.00044373504],"domain_scores_gemma":[0.9993192,0.000019409947,0.00014838717,0.00032551348,0.00002097547,0.00016650773],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032903085,0.00023288773,0.00017736414,0.000058203605,0.0005712802,0.000082280196,0.00051957776,0.0001477732,0.09245101],"category_scores_gemma":[0.000063292464,0.00016786381,0.00006576841,0.00035704472,0.00013520931,0.00008974857,0.00021014371,0.00015237747,0.00910237],"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":[0.000009140796,0.000063329186,0.0014971417,0.000017406866,0.000022816701,0.0000013281638,0.0033144304,0.0000068493873,0.00002297829,0.0008006979,0.993642,0.0006019139],"study_design_scores_gemma":[0.00007277446,0.00002390766,0.00057994155,0.000014456959,0.000040508363,8.791453e-8,0.0021167998,0.0000016553428,0.0000016754673,0.000019172408,0.99689645,0.00023255724],"about_ca_topic_score_codex":0.0011068509,"about_ca_topic_score_gemma":0.22642623,"teacher_disagreement_score":0.22531939,"about_ca_system_score_codex":0.00026627252,"about_ca_system_score_gemma":0.00008840298,"threshold_uncertainty_score":0.9916692},"labels":[],"label_agreement":null},{"id":"W7009537153","doi":"","title":"Essays on upper echelons","year":2021,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","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":"McGill University","funders":"","keywords":"","score_opus":0.019658674486708466,"score_gpt":0.2837102018687853,"score_spread":0.2640515273820768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009537153","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33144256,0.00016114609,3.994194e-8,0.0000837919,0.002460919,0.00043540887,0.00015386987,0.00022270036,0.66503954],"genre_scores_gemma":[0.6444946,0.00070239085,0.00014668856,0.0005772288,0.00016571059,0.00016518153,0.00054468145,0.00011989842,0.3530836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99469,0.0006941248,0.000611045,0.0012671021,0.0017046193,0.0010331017],"domain_scores_gemma":[0.99775857,0.00027260085,0.00039390766,0.00079761574,0.00035277475,0.00042453676],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011564217,0.0006403044,0.0006147095,0.0004150548,0.0029961702,0.00036924906,0.0012889876,0.000866158,0.0027182389],"category_scores_gemma":[0.0010320933,0.0006682243,0.0004761829,0.0010146061,0.00017991154,0.00075150124,0.00016391755,0.0013068928,0.0015993856],"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":[0.000075996984,0.00034682552,0.00004761646,0.00017812649,0.00016468164,0.00014510624,0.00021154762,0.000010904456,0.0014554982,0.8343801,0.00022756887,0.16275603],"study_design_scores_gemma":[0.0005881597,0.00011884162,0.0016567246,0.0009036782,0.00025751113,0.0000018484216,0.016757881,0.0000032753799,0.005521711,0.043605696,0.9290414,0.0015432726],"about_ca_topic_score_codex":0.00096449687,"about_ca_topic_score_gemma":0.013288526,"teacher_disagreement_score":0.9288138,"about_ca_system_score_codex":0.0005856338,"about_ca_system_score_gemma":0.00015493794,"threshold_uncertainty_score":0.9995769},"labels":[],"label_agreement":null},{"id":"W7009794480","doi":"","title":"Exploring social vulnerability to earthquakes in the Capital Regional District, British Columbia Canada","year":2011,"lang":"en","type":"dissertation","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Mitacs","keywords":"Population; Nucleofection; Hazard; Social risk; Government (linguistics)","score_opus":0.060248090522641226,"score_gpt":0.2783411332030048,"score_spread":0.21809304268036356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009794480","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":[0.94820905,0.00010617632,0.0000011798652,0.00013752883,0.00044274455,0.000322173,0.0000043029013,0.000015522222,0.050761353],"genre_scores_gemma":[0.9186274,0.00015195092,0.000011277107,0.0000043373716,0.000269959,0.000004451868,0.000032130876,0.000007689254,0.080890834],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99676174,0.0010062375,0.0001450061,0.0003921638,0.0012626295,0.00043221618],"domain_scores_gemma":[0.9990114,0.00028875508,0.00010515576,0.00013508539,0.00031005446,0.00014955412],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013195438,0.00009268847,0.00021009427,0.00009893468,0.0032267815,0.0003590768,0.00063281826,0.00012209114,0.00013002999],"category_scores_gemma":[0.00020180958,0.00013483346,0.000057647445,0.00056996156,0.0003779897,0.00029921564,0.00008312428,0.0008672416,0.000004251058],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049472065,0.00043581676,0.2387488,0.00063799036,0.00014862127,0.0008243473,0.6674093,0.000015063906,0.00013899908,0.0012690504,0.05299342,0.036883835],"study_design_scores_gemma":[0.00012698829,0.00008953617,0.5981323,0.000091459115,0.0000094602865,7.241614e-7,0.3077873,0.0000014603265,8.058829e-7,0.000083062725,0.093546666,0.00013024907],"about_ca_topic_score_codex":0.9764585,"about_ca_topic_score_gemma":0.9953004,"teacher_disagreement_score":0.35962203,"about_ca_system_score_codex":0.00021840149,"about_ca_system_score_gemma":0.00077682827,"threshold_uncertainty_score":0.9980709},"labels":[],"label_agreement":null},{"id":"W7009811377","doi":"","title":"Factors Affecting Household Disaster Preparedness: A Study of the Canadian Context","year":2000,"lang":"en","type":"dissertation","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Context (archaeology); Sample (material); Disaster preparedness; Index (typography); Variance (accounting); Natural disaster; Stratified sampling; Perspective (graphical)","score_opus":0.042432116205761324,"score_gpt":0.3041374510990407,"score_spread":0.2617053348932794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009811377","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":[0.6756876,0.00001551461,3.8318674e-8,0.000018818684,0.0006966822,0.00079993013,0.0000045343554,0.000023567836,0.3227533],"genre_scores_gemma":[0.850951,0.0000031545696,3.3275816e-7,0.00002914721,0.000047169047,0.000012580129,0.000009977936,0.0000143663265,0.14893228],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99844325,0.00019539981,0.0002269686,0.00026994862,0.0005572805,0.00030718592],"domain_scores_gemma":[0.9993366,0.00005927045,0.00016537071,0.00028635008,0.000042506817,0.00010992532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020760864,0.00017519183,0.00021826498,0.0001213613,0.00080905476,0.00016960192,0.0006717741,0.00014021745,0.000542065],"category_scores_gemma":[0.0000559279,0.00010811921,0.00010508855,0.00033903966,0.00008398183,0.00013896743,0.000022533814,0.00014545472,0.0000065935074],"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":[0.000016309437,0.00016091671,0.04724795,0.00003667559,0.00006556744,0.0000012874298,0.9461469,0.000013456004,0.0000013744326,0.00031440583,0.0021126464,0.0038825108],"study_design_scores_gemma":[0.0001142799,0.000034618104,0.1109612,0.00007384244,0.000061920815,1.0956479e-8,0.884682,7.672595e-7,0.000007761579,0.000026474761,0.003888843,0.00014830776],"about_ca_topic_score_codex":0.78572446,"about_ca_topic_score_gemma":0.9992091,"teacher_disagreement_score":0.21348467,"about_ca_system_score_codex":0.00020806654,"about_ca_system_score_gemma":0.0004949383,"threshold_uncertainty_score":0.6222677},"labels":[],"label_agreement":null},{"id":"W7015798522","doi":"","title":"Tourism safety, security and resilience integrated community based approaches.","year":2024,"lang":"en","type":"book","venue":"Breda University of Applied Sciences Portal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Tourism; Resilience (materials science); Ecotourism; Vulnerability (computing); Community resilience","score_opus":0.026862504980635107,"score_gpt":0.23109537160970298,"score_spread":0.20423286662906787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015798522","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057470426,0.00012537956,0.00014216962,0.00034872425,0.00021976253,0.00048630417,0.000083520106,0.00012016696,0.9927269],"genre_scores_gemma":[0.5647312,0.00023827977,0.00093735737,0.000120609344,0.00012430435,0.0000010194213,0.00012011793,0.000022742464,0.4337044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756014,0.00016266278,0.0002532358,0.0006096218,0.0009862726,0.00042806726],"domain_scores_gemma":[0.9989145,0.00018821655,0.00028572528,0.0003420453,0.0000654413,0.00020410292],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001950744,0.00028431596,0.00041635492,0.00035449807,0.0017731936,0.00015657212,0.0016206976,0.00032529794,0.00028398857],"category_scores_gemma":[0.00001954552,0.00029664868,0.00013083711,0.00062496116,0.00789994,0.00026654842,0.0005599748,0.00074099214,0.000034629542],"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":[0.0002465515,0.00033214106,0.00017552303,0.00089886616,0.0001556751,0.0002150274,0.07147442,0.000315743,0.000022639386,0.753558,0.15458865,0.018016765],"study_design_scores_gemma":[0.00060496764,0.00019732829,0.0002618851,0.0005167105,0.00028602438,0.0000025587958,0.1705162,0.0012411363,0.000016533775,0.0472153,0.7781179,0.0010234383],"about_ca_topic_score_codex":0.0018632986,"about_ca_topic_score_gemma":0.0068411706,"teacher_disagreement_score":0.7063427,"about_ca_system_score_codex":0.000148401,"about_ca_system_score_gemma":0.0015832802,"threshold_uncertainty_score":0.99994856},"labels":[],"label_agreement":null},{"id":"W7016002263","doi":"","title":"Unseen Vulnerabilities: Emergency Planning for Carless and Vulnerable Populations in Ontario","year":2023,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Death toll; Emergency planning; Emergency management; Disaster planning; Toll; Emergency response; Vulnerability (computing)","score_opus":0.10064613884930114,"score_gpt":0.32225692140740486,"score_spread":0.22161078255810374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016002263","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":[0.98304373,0.000051197407,0.00006550638,0.0007062538,0.00027049312,0.00038800517,0.000014513767,0.00006419559,0.015396134],"genre_scores_gemma":[0.934126,0.000024357254,0.00029098045,0.000013495606,0.0000293119,0.0000021182705,0.000025877085,0.0000085295505,0.065479286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998611,0.00019105022,0.00016010407,0.00032355142,0.00031012887,0.00040419452],"domain_scores_gemma":[0.99941003,0.00012740992,0.000096384436,0.00017540329,0.00007308139,0.0001176929],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012657149,0.00011144431,0.0001970468,0.0003381359,0.0013251426,0.00003640838,0.00036304985,0.000121299905,0.00040318654],"category_scores_gemma":[0.00014190107,0.00014170202,0.00008037473,0.00062352174,0.00022349512,0.00079033367,0.00016555953,0.00023752748,0.000020611446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054753455,0.000029925064,0.92008173,0.000042665964,0.000015511923,0.000007858502,0.072726324,0.00044348356,0.00009581069,0.0053525106,0.00073167664,0.00041772786],"study_design_scores_gemma":[0.0006026138,0.000037873382,0.9070082,0.00005705016,0.000027321072,2.0304144e-7,0.068746686,0.00009187674,0.0000073919005,0.0066059493,0.016620474,0.00019436087],"about_ca_topic_score_codex":0.046789963,"about_ca_topic_score_gemma":0.5510879,"teacher_disagreement_score":0.5042979,"about_ca_system_score_codex":0.00018613151,"about_ca_system_score_gemma":0.00011828416,"threshold_uncertainty_score":0.999975},"labels":[],"label_agreement":null},{"id":"W7018601109","doi":"","title":"A discursive and intersectional analysis of the U.S. Federal Emergency Management Agency's rulemaking process","year":2020,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","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":"McGill University","funders":"","keywords":"Rulemaking; Process (computing); Emergency management; Work (physics); Government (linguistics)","score_opus":0.01507324693991167,"score_gpt":0.2857701235195931,"score_spread":0.2706968765796814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018601109","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":[0.686282,0.00011627958,6.2869566e-7,0.00007835299,0.0012088466,0.00064306165,0.0001285153,0.00005440586,0.3114879],"genre_scores_gemma":[0.97993726,0.00036626266,0.00004555593,0.00007355482,0.000041517007,0.00009039272,0.0001350776,0.00003676626,0.019273592],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99650455,0.00033549726,0.0006539875,0.0008118651,0.0012371278,0.0004569714],"domain_scores_gemma":[0.9985343,0.000046228703,0.0006950777,0.00032402232,0.00022738347,0.00017296427],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00049698295,0.0003905036,0.00052518613,0.0004470863,0.0024363748,0.00014090403,0.00095162226,0.00022647642,0.00056269695],"category_scores_gemma":[0.00019943676,0.0003237313,0.00051418174,0.002349188,0.00022322322,0.00053000974,0.0002439111,0.00049754186,0.000015321963],"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":[0.00032850122,0.00049508945,0.0051856064,0.0022874544,0.008612229,0.000056980705,0.00812312,0.00024146741,0.0009927425,0.83728963,0.00005482014,0.13633233],"study_design_scores_gemma":[0.0021432813,0.00036910982,0.3846192,0.0026363812,0.021789713,0.0000034594593,0.2741721,0.0005301792,0.00252606,0.17974566,0.12652567,0.004939178],"about_ca_topic_score_codex":0.0004742021,"about_ca_topic_score_gemma":0.013319069,"teacher_disagreement_score":0.657544,"about_ca_system_score_codex":0.00020134027,"about_ca_system_score_gemma":0.000043856424,"threshold_uncertainty_score":0.9999215},"labels":[],"label_agreement":null},{"id":"W7020396720","doi":"","title":"La régulation démographique de la profession médicale en Allemagne, en Belgique, aux Etats-Unis, au Québec et au Royaume-Uni : étude monographique","year":2001,"lang":"fr","type":"article","venue":"Gallica (Bibliothèque nationale de France)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Subject (documents); Relation (database)","score_opus":0.01295473401500802,"score_gpt":0.3177092387053012,"score_spread":0.3047545046902932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020396720","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":[0.7742499,0.0074436525,0.008409038,0.045278568,0.0005221011,0.0011454311,0.000030763007,0.00023933679,0.16268122],"genre_scores_gemma":[0.8838442,0.025839482,0.002615901,0.0022627974,0.00094552315,0.00032679923,0.00006110291,0.00007527994,0.0840289],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9916713,0.0043894486,0.00073489797,0.00079509226,0.0012844668,0.001124786],"domain_scores_gemma":[0.9949634,0.0033421693,0.00039823775,0.00043321977,0.00037684044,0.00048614733],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005618157,0.0005037637,0.00045294795,0.0021222988,0.0011536543,0.0004902709,0.0011204083,0.00114679,0.0012453053],"category_scores_gemma":[0.0010098014,0.00053585507,0.0003725799,0.0065589105,0.0017111186,0.0018463725,0.0002321543,0.001165569,0.0000769749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091973816,0.0011165899,0.66776925,0.00030446105,0.00017441373,0.00005824513,0.038029786,0.0019983198,0.00030080546,0.26056203,0.012672662,0.01692145],"study_design_scores_gemma":[0.00066511414,0.00006955963,0.55942446,0.0003170982,0.00006952015,0.000016592385,0.0012608974,0.0012900591,0.000031308846,0.0069740564,0.4294431,0.00043823593],"about_ca_topic_score_codex":0.06150466,"about_ca_topic_score_gemma":0.20580673,"teacher_disagreement_score":0.41677043,"about_ca_system_score_codex":0.0013021762,"about_ca_system_score_gemma":0.005358216,"threshold_uncertainty_score":0.9997093},"labels":[],"label_agreement":null},{"id":"W7021149467","doi":"","title":"Neighbourhood Resilience Planning with Renters in Hamilton, Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Citizen journalism; Contextualization; Thematic analysis; Participatory planning; Community resilience; Representativeness heuristic; Psychological resilience; Resilience (materials science)","score_opus":0.008169571761526407,"score_gpt":0.222452319421078,"score_spread":0.21428274765955158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021149467","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":[0.5532776,0.000042781285,0.00014499052,0.0010092203,0.00020979177,0.00018311411,0.000004514801,0.000037783724,0.44509017],"genre_scores_gemma":[0.9228193,0.0000129665505,0.0001416887,0.00029821575,0.000010250952,0.000001090013,0.0000049236205,0.000005697792,0.07670587],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835527,0.00021947494,0.00014353023,0.00037156732,0.00041411037,0.00049602374],"domain_scores_gemma":[0.9993036,0.00008603757,0.00007015453,0.0003279431,0.00006452485,0.0001477491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029499462,0.00015472533,0.0001819205,0.00046650026,0.0008042754,0.00015010952,0.00092796655,0.00006729554,0.00012426722],"category_scores_gemma":[0.000037914946,0.00016273605,0.000036869205,0.0016566145,0.0003333487,0.0007672802,0.00016388895,0.0004260783,0.0000034833333],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014482807,0.00007293604,0.94233155,0.000012157348,0.00004539327,0.0005276493,0.0067593628,0.00084566127,0.000010928083,0.04054895,0.007869777,0.0008307756],"study_design_scores_gemma":[0.00085337413,0.000033120356,0.28271848,0.00027277696,0.00003569932,5.0264657e-7,0.027043512,0.000016865597,0.000023549117,0.00018310889,0.6885415,0.00027754533],"about_ca_topic_score_codex":0.8931188,"about_ca_topic_score_gemma":0.9989212,"teacher_disagreement_score":0.6806717,"about_ca_system_score_codex":0.0011014172,"about_ca_system_score_gemma":0.0020299011,"threshold_uncertainty_score":0.6636183},"labels":[],"label_agreement":null},{"id":"W7023623080","doi":"","title":"One day in August the untold story behind Canada's tragedy at Dieppe","year":2013,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tragedy (event); Government (linguistics); EPIC; Gloom","score_opus":0.013480614306143853,"score_gpt":0.2306391709685107,"score_spread":0.21715855666236683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023623080","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":[0.419987,0.000060997405,0.0000052508226,0.010118687,0.00021460255,0.00025663926,5.7343846e-7,0.000017581851,0.5693387],"genre_scores_gemma":[0.7761964,0.000021701633,0.000007976068,0.0006565038,0.00005655479,0.000014923176,6.257027e-7,0.0000030110034,0.22304226],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989385,0.00015775247,0.000093178925,0.0001412962,0.00038021136,0.00028904152],"domain_scores_gemma":[0.9996266,0.00010631381,0.000028424301,0.0001498715,0.000016551316,0.00007228247],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034457757,0.000059341633,0.00007029494,0.000025645579,0.00039507664,0.000074694115,0.00039017855,0.000028894894,0.0042194533],"category_scores_gemma":[0.00004162963,0.000040365197,0.000018266483,0.00012514333,0.00019690901,0.00017866852,0.00008414327,0.00009422286,0.00011749402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005492172,0.00012907134,0.046236552,0.000014967524,0.000027225053,0.000011916155,0.03294897,0.000045103177,0.00015387854,0.03474153,0.8320901,0.053595234],"study_design_scores_gemma":[0.00015944729,0.0000118645885,0.43278903,0.00001168654,0.0000072028993,4.7957748e-8,0.030023448,0.000045604906,0.000028728069,0.0003536887,0.536407,0.00016229314],"about_ca_topic_score_codex":0.89370215,"about_ca_topic_score_gemma":0.99693084,"teacher_disagreement_score":0.38655245,"about_ca_system_score_codex":0.00016697025,"about_ca_system_score_gemma":0.00014716265,"threshold_uncertainty_score":0.9966908},"labels":[],"label_agreement":null},{"id":"W7024248681","doi":"","title":"Remember, remember the 6th and 7th of November : Colombia 1985 siege of the Palace of Justice","year":2010,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Garcia; Siege; Economic Justice; Supreme court; Government (linguistics); Glory; Eviction; Negotiation; Exhibition","score_opus":0.022582144661821135,"score_gpt":0.299576981383242,"score_spread":0.2769948367214209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024248681","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":[0.5894209,0.000090732916,0.0000010388259,0.0002637308,0.0006539653,0.00048029015,0.0000066404887,0.0000089018895,0.4090738],"genre_scores_gemma":[0.80512416,0.0002736645,0.0000053946696,0.000004347323,0.000118404736,0.0000015131859,0.000004295784,0.000014394978,0.19445385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964009,0.00091907853,0.00034774913,0.00042043332,0.0014330401,0.00047879663],"domain_scores_gemma":[0.9973548,0.00065169326,0.00058102526,0.00072532136,0.0005592201,0.00012795864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014321991,0.00018898575,0.00037545513,0.00034490146,0.0009713012,0.00006155704,0.0015540852,0.0003196961,0.00011054784],"category_scores_gemma":[0.00036534143,0.0001406268,0.00019790453,0.0014695331,0.0024252974,0.00021451824,0.00038259017,0.00089246617,0.0000021432552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041307723,0.0015481065,0.44597983,0.0071201557,0.0016806695,0.0002786376,0.10189751,0.0000835927,0.13693419,0.26173022,0.03327331,0.0053429957],"study_design_scores_gemma":[0.0014713213,0.00054122624,0.5262233,0.0009879553,0.0011996988,0.0000033361123,0.23631497,0.00005628325,0.05913133,0.0024007014,0.1709305,0.000739338],"about_ca_topic_score_codex":0.03346618,"about_ca_topic_score_gemma":0.26593718,"teacher_disagreement_score":0.25932953,"about_ca_system_score_codex":0.00012211918,"about_ca_system_score_gemma":0.0010282828,"threshold_uncertainty_score":0.97297007},"labels":[],"label_agreement":null},{"id":"W7030577170","doi":"","title":"Note de lecture de l'ouvrage sous la direction de Sébastien Lord et Denise Piché (2018). Vieillissement et aménagement : perspectives plurielles. Montréal : Presses de l'Université de Montréal","year":2018,"lang":"fr","type":"other","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Perspective (graphical); White (mutation); Relation (database)","score_opus":0.004322449798340049,"score_gpt":0.1958918041095417,"score_spread":0.19156935431120167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030577170","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056653153,0.007484011,0.12523817,0.013159875,0.00045514992,0.0010778725,0.000043531552,0.00034002872,0.7955482],"genre_scores_gemma":[0.7623672,0.016395286,0.0020165099,0.0007043048,0.00048112118,0.000009698299,0.000039197344,0.00015107072,0.2178356],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99589586,0.0012125178,0.00032644157,0.00089342345,0.00061416556,0.0010576148],"domain_scores_gemma":[0.99788725,0.0004416153,0.00055534934,0.00045436414,0.00016462686,0.0004967798],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009779162,0.0006540047,0.00049521786,0.0004402681,0.0014051007,0.0002787786,0.00078349677,0.0006239634,0.03999176],"category_scores_gemma":[0.00012875524,0.0007426491,0.00033781547,0.0005334249,0.0012490653,0.00043569878,0.0005683715,0.00046448671,0.00019413557],"study_design_candidate":"not_applicable","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":[0.0007281126,0.00071732036,0.029885074,0.00027820838,0.0009380991,0.00041627637,0.4417949,0.052353732,0.0007075619,0.0071463534,0.42767698,0.03735737],"study_design_scores_gemma":[0.0015219392,0.00019039745,0.030043168,0.00036284924,0.00090600067,0.00005040819,0.050628684,0.014344371,0.0000818704,0.00031679092,0.9006241,0.0009293989],"about_ca_topic_score_codex":0.096069224,"about_ca_topic_score_gemma":0.32718864,"teacher_disagreement_score":0.70571405,"about_ca_system_score_codex":0.0061185686,"about_ca_system_score_gemma":0.0019912194,"threshold_uncertainty_score":0.9998949},"labels":[],"label_agreement":null},{"id":"W7033917541","doi":"","title":"Saskatchewan Agriculture Today - July 16","year":2018,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.005145784667525056,"score_gpt":0.20019827157010284,"score_spread":0.1950524869025778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033917541","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008946313,0.00013491491,4.693181e-7,0.00028627148,0.0005947916,0.00043488716,0.000033864344,0.00021400422,0.99829185],"genre_scores_gemma":[0.00029260616,0.00019710862,0.00030457816,0.00028024655,0.0006265158,0.000009795416,0.00006300148,0.000051110066,0.998175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832743,0.00010258172,0.00037498283,0.00019811513,0.0006412255,0.0003556679],"domain_scores_gemma":[0.9989816,0.00004395761,0.00044602534,0.00026459756,0.00012951817,0.00013430299],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028136882,0.00025367338,0.0002847889,0.00006129512,0.00018274272,0.00011876511,0.0005795781,0.00041107266,0.55543494],"category_scores_gemma":[0.00007718976,0.00021249121,0.00014065411,0.000015334777,0.00043597896,3.2731575e-7,0.000101633574,0.00014579076,0.04932984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013027946,0.000028648199,0.0000016775434,0.00014912353,0.000036957492,0.000004215634,0.0018491212,0.0000041899993,6.8836115e-8,0.00011704999,0.995946,0.0018499111],"study_design_scores_gemma":[0.00017557891,0.000054810003,0.0000040169807,0.00019761811,0.00004097372,0.0000020713132,0.0035792582,2.7420276e-7,0.000001703974,0.000024527333,0.9956405,0.00027866365],"about_ca_topic_score_codex":0.021162506,"about_ca_topic_score_gemma":0.0575606,"teacher_disagreement_score":0.5061051,"about_ca_system_score_codex":0.00006192212,"about_ca_system_score_gemma":0.00006188045,"threshold_uncertainty_score":0.9853557},"labels":[],"label_agreement":null},{"id":"W7034768724","doi":"","title":"Washington Real Estate Investment Trust Announces First Quarter Financial and Operating Results and Quarterly Dividend","year":2017,"lang":"en","type":"other","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Real estate; Dividend; Investment (military); Real estate investment trust","score_opus":0.015513961657285765,"score_gpt":0.2752107878023498,"score_spread":0.25969682614506406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034768724","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054015657,0.00012913106,0.000005765059,0.0015659209,0.00038937462,0.00044915173,0.000042190168,0.00011062277,0.9919063],"genre_scores_gemma":[0.009176948,0.004065085,0.00031853182,0.00017131119,0.00058722676,0.000022633376,0.000018067392,0.000053459105,0.98558676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983755,0.00009342069,0.00021620715,0.0005469428,0.00038787338,0.00038008444],"domain_scores_gemma":[0.9992446,0.00005166301,0.0002500986,0.00028070455,0.000020921816,0.0001520256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050420954,0.00025619936,0.0002923189,0.0001131543,0.0009698695,0.0010342363,0.0003662795,0.0001954348,0.00009888182],"category_scores_gemma":[0.0000816267,0.00020217418,0.000032723994,0.000054157663,0.00072392984,0.00037533473,0.00009320154,0.00012370887,0.000019730332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015962101,0.000030750904,0.0010640632,0.000110542576,0.00003134796,0.000023844688,0.04534941,2.3994423e-7,0.000001754587,0.0036332896,0.92623985,0.023498934],"study_design_scores_gemma":[0.00046774652,0.0001789974,0.0027531565,0.00022027513,0.00005085823,4.437575e-7,0.008167944,0.000022981452,3.8568285e-7,0.00020423734,0.98757905,0.00035389847],"about_ca_topic_score_codex":0.03628019,"about_ca_topic_score_gemma":0.23120661,"teacher_disagreement_score":0.19492641,"about_ca_system_score_codex":0.000027269269,"about_ca_system_score_gemma":0.00008049726,"threshold_uncertainty_score":0.9973164},"labels":[],"label_agreement":null},{"id":"W7037829704","doi":"","title":"Factors determining the effectiveness of Oxfam’s public health promotion approach in Haiti","year":2012,"lang":"en","type":"article","venue":"DORA Eawag (Swiss Federal Institute of Aquatic Science and Technology (Eawag))","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hygiene; Promotion (chess); Public health; Focus group; Health promotion; General partnership","score_opus":0.08401153518297484,"score_gpt":0.33575646733298475,"score_spread":0.2517449321500099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037829704","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":[0.9876398,0.00014717627,0.0007856912,0.0019509046,0.00041916166,0.0007866291,0.0000012109273,0.000058394373,0.008211031],"genre_scores_gemma":[0.9994061,0.00003696911,0.00040094354,0.000034474182,0.000023553379,0.000035307345,0.000003125555,0.0000061986225,0.000053310403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974297,0.000262647,0.00041697064,0.00036901902,0.0007506119,0.00077104627],"domain_scores_gemma":[0.9989456,0.00013799073,0.00030937203,0.00030212314,0.00015921931,0.00014570268],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0059775827,0.00017820652,0.0003737495,0.00072278996,0.0009446584,0.00013439248,0.0009066519,0.00014114883,0.00000402351],"category_scores_gemma":[0.0010110628,0.00012274529,0.000040462386,0.002772542,0.0057776314,0.0017555247,0.0002607421,0.0002074742,0.0000018160298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007993416,0.00056771847,0.7873646,0.00016398152,0.000015201418,6.5763726e-7,0.0071891784,0.000009748869,0.00056351034,0.17314836,0.000018115303,0.030950919],"study_design_scores_gemma":[0.0013331593,0.000659452,0.9348269,0.00044379398,0.000027892193,0.000004190796,0.044531997,0.0011070642,0.0024401217,0.012269924,0.0017646477,0.00059084356],"about_ca_topic_score_codex":0.0009445984,"about_ca_topic_score_gemma":0.0006254384,"teacher_disagreement_score":0.16087843,"about_ca_system_score_codex":0.00015076924,"about_ca_system_score_gemma":0.00057360786,"threshold_uncertainty_score":0.9969281},"labels":[],"label_agreement":null},{"id":"W7039472525","doi":"","title":"Le dÃ©sordre esthÃ©tique, Ã©tude de la description de l'intÃ©rieur artiste chez les romanciers rÃ©alistes de XIXe siÃ¨cle franÃ§ais","year":2000,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Identity (music); Power (physics); Context (archaeology); Perspective (graphical); Class (philosophy)","score_opus":0.0027905583255121397,"score_gpt":0.1611146475493195,"score_spread":0.15832408922380736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039472525","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.101958305,0.0012495591,0.00037805925,0.003828067,0.00020791487,0.00029406417,0.00012997391,0.00002996141,0.8919241],"genre_scores_gemma":[0.5426819,0.0015417595,0.0013950894,0.0015837447,0.0001779775,0.000017849172,0.000011186316,0.00006942125,0.4525211],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961225,0.0005875132,0.00039179216,0.0004902614,0.0015166447,0.0008913245],"domain_scores_gemma":[0.99857914,0.0002811022,0.00029940673,0.00026078115,8.5600914e-7,0.0005787312],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007832088,0.00041445572,0.00041981458,0.000054697,0.00056083,0.0001732968,0.00067765935,0.00017983922,0.0014978091],"category_scores_gemma":[0.000011285779,0.00045061484,0.00009560688,0.00018278538,0.0010592758,0.0004941174,0.00015636906,0.00033893844,7.3765264e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006033096,0.00032602277,0.12304131,0.0012310231,0.0005842012,0.0006064285,0.011174869,0.0011585355,0.013928545,0.70599604,0.054546457,0.08680324],"study_design_scores_gemma":[0.00045927742,0.00008092287,0.07778601,0.00050731516,0.00011335156,0.000009545429,0.014895273,0.00096630683,0.0030154975,0.0046706046,0.89686483,0.0006310779],"about_ca_topic_score_codex":0.077282734,"about_ca_topic_score_gemma":0.2675887,"teacher_disagreement_score":0.84231836,"about_ca_system_score_codex":0.00006587192,"about_ca_system_score_gemma":0.0037467002,"threshold_uncertainty_score":0.99979454},"labels":[],"label_agreement":null},{"id":"W7041040621","doi":"","title":"One Year Ago","year":2009,"lang":"en","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Calligraphy; Tragedy (event); Prime minister","score_opus":0.01734485855381984,"score_gpt":0.23657698709314545,"score_spread":0.2192321285393256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7041040621","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":[0.36497337,0.000033242846,0.00050906924,0.0058031413,0.00009989839,0.00013817867,0.0000019850565,0.000063330415,0.6283778],"genre_scores_gemma":[0.9612473,0.000075455,0.0011969754,0.00012118237,0.00006573341,2.3463757e-8,0.0000013625779,0.0000016022317,0.03729034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993895,0.00003957481,0.00004251353,0.00012306236,0.00025547924,0.00014983218],"domain_scores_gemma":[0.99971795,0.000018569319,0.00004891623,0.00010848978,0.00003631057,0.00006978526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013916707,0.000038753056,0.00008646267,0.000074437776,0.00025786864,0.000016029806,0.00033899778,0.000047360874,0.00051275257],"category_scores_gemma":[0.00001421778,0.000052648422,0.00005175397,0.00027892395,0.00019137545,0.0002274483,0.000044758417,0.000046191966,0.0001568033],"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":[0.00011890575,0.000727162,0.0090931235,0.00003268568,0.00006407682,0.000037380767,0.053769916,0.000048733848,0.00090072013,0.589107,0.03485878,0.31124154],"study_design_scores_gemma":[0.0011840473,0.00027700362,0.38767892,0.00007966386,0.00007133014,1.2480585e-7,0.0894479,0.00009685353,0.000036774356,0.022510149,0.4982362,0.0003810063],"about_ca_topic_score_codex":0.00038329305,"about_ca_topic_score_gemma":0.0010012569,"teacher_disagreement_score":0.59627396,"about_ca_system_score_codex":0.00002489689,"about_ca_system_score_gemma":0.000044480963,"threshold_uncertainty_score":0.5614281},"labels":[],"label_agreement":null},{"id":"W7042603431","doi":"","title":"PRINCIPAL BEHAVIOURS DURING SCHOOL EMERGENCIES","year":2009,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Duty; Preparedness; Principal (computer security); Emergency management; Order (exchange); On board","score_opus":0.08196711132001386,"score_gpt":0.3419593250544508,"score_spread":0.2599922137344369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042603431","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":[0.9885827,0.00008326718,0.00004514088,0.0006085751,0.00035934706,0.00044046648,0.000005019738,0.00031950822,0.009555997],"genre_scores_gemma":[0.92286783,0.00013065356,0.000016982956,0.00022082517,0.00015844035,8.6861115e-7,0.0000045877237,0.000015116997,0.076584674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741673,0.00031013772,0.00023948905,0.0005341153,0.00073814706,0.00076135906],"domain_scores_gemma":[0.99875915,0.000029035147,0.0001595841,0.00044162283,0.00012546657,0.00048513594],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045010835,0.00026120836,0.00026970296,0.00044580788,0.0010667599,0.00043747798,0.0013033387,0.00017177503,0.0001703888],"category_scores_gemma":[0.00009346632,0.00029128024,0.00016628845,0.0007692846,0.00026583773,0.0025938596,0.00024639172,0.00038918058,0.0003436999],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043260432,0.00011884609,0.99522215,0.000059986713,0.00002411714,0.00022506506,0.0025145565,0.000011017027,0.00046657145,0.001132004,0.0000022590666,0.00018016408],"study_design_scores_gemma":[0.00045373265,0.00006887772,0.992883,0.00024217878,0.000083827545,0.000002470971,0.0035629615,3.473547e-8,0.00032249134,0.00013733533,0.0018586048,0.00038447866],"about_ca_topic_score_codex":0.000023371213,"about_ca_topic_score_gemma":0.0048049367,"teacher_disagreement_score":0.06702868,"about_ca_system_score_codex":0.00027135946,"about_ca_system_score_gemma":0.00012589345,"threshold_uncertainty_score":0.9999539},"labels":[],"label_agreement":null},{"id":"W7045108196","doi":"","title":"<Geographical Material>Analysis of Factors Influencing Earthquake Awareness and Preparation Levels Among Residents in the Portland Metropolitan Area, USA","year":2019,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Population; Work (physics); Data collection","score_opus":0.025210175395057315,"score_gpt":0.31063783036283293,"score_spread":0.2854276549677756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045108196","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":[0.99315584,0.000035589663,0.00007247272,0.0000424079,0.0004970626,0.00028194825,0.00014342526,0.00001405522,0.0057572215],"genre_scores_gemma":[0.99943644,0.0000243039,0.00003802633,0.000017993121,0.000073305855,0.000012052934,0.000173037,0.0000029840764,0.00022186284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980507,0.00020112764,0.0003811257,0.00031132778,0.00083715323,0.0002186008],"domain_scores_gemma":[0.9991795,0.00016299706,0.00018059871,0.00030713962,0.00010556378,0.00006419149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007043975,0.00012348942,0.00023221556,0.00033521204,0.00047703966,0.00023611737,0.00030620492,0.00006800713,0.00007562083],"category_scores_gemma":[0.00021171942,0.00009049616,0.00007020749,0.0011243682,0.00069439475,0.001118476,0.00011252217,0.00008550284,0.0000019237357],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031346884,0.000037239155,0.96078885,0.000022652759,0.0001048797,0.000010208131,0.0031619072,0.00019388915,0.0003647134,0.03524248,0.000025828038,0.000016024655],"study_design_scores_gemma":[0.00011937518,0.00002108842,0.9911676,0.000063324675,0.00015307058,7.815797e-7,0.007206745,0.00006548859,0.00027810334,0.00014492191,0.0006663637,0.000113105336],"about_ca_topic_score_codex":0.04980463,"about_ca_topic_score_gemma":0.04354112,"teacher_disagreement_score":0.035097558,"about_ca_system_score_codex":0.00008942954,"about_ca_system_score_gemma":0.00016702269,"threshold_uncertainty_score":0.97391176},"labels":[],"label_agreement":null},{"id":"W7046142159","doi":"","title":"Community flood planning: An assessment of hazard and response in the Dawson City region, Yukon, Canada","year":2010,"lang":"en","type":"other","venue":"eScholarship@McGill (McGill)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flood myth; Hazard; Hazard analysis; Floodplain; Vulnerability (computing)","score_opus":0.03759784025527752,"score_gpt":0.32034280990192027,"score_spread":0.28274496964664275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046142159","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":[0.54172987,0.000055237382,2.2043915e-7,0.00015811133,0.00031091887,0.00047974408,0.000121637255,0.0000519735,0.45709231],"genre_scores_gemma":[0.9453512,0.00008924821,0.0001760286,0.00040319652,0.000047636433,0.0000337774,0.000024707659,0.00010654662,0.053767692],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.993138,0.00438136,0.00043294922,0.00046761605,0.0010494889,0.00053057814],"domain_scores_gemma":[0.99773747,0.000493689,0.0004570722,0.0010057773,0.000087588516,0.00021842844],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0049676783,0.00036577784,0.00046986763,0.00027932972,0.0013678231,0.00011521927,0.0016639393,0.00044794107,0.00016684855],"category_scores_gemma":[0.0006787682,0.0003028579,0.00007056469,0.00052008487,0.0005535595,0.00031853042,0.00031114471,0.0017886717,0.0000020097477],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002333612,0.00574095,0.07707679,0.0018896715,0.0010774606,0.0017392096,0.0081277825,0.00010764342,0.004139503,0.7015796,0.034266483,0.16192135],"study_design_scores_gemma":[0.00061671966,0.00019770477,0.05269782,0.00036169158,0.00007008006,0.0000051734955,0.011295756,0.0000065517033,0.000051564642,0.0030142025,0.931098,0.00058478257],"about_ca_topic_score_codex":0.59336334,"about_ca_topic_score_gemma":0.960504,"teacher_disagreement_score":0.89683145,"about_ca_system_score_codex":0.00032146595,"about_ca_system_score_gemma":0.00033542482,"threshold_uncertainty_score":0.99994236},"labels":[],"label_agreement":null},{"id":"W7070500260","doi":"","title":"THE PLACE OF FIRST NATIONS GENDER IN DISASTER EVACUATION POLICY IN SASKATCHEWAN AND CANADA","year":2025,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Corporate governance; Emergency management; Colonialism; Government (linguistics); Fourth World; Face (sociological concept); Resilience (materials science)","score_opus":0.005863879098538132,"score_gpt":0.1929432033849168,"score_spread":0.18707932428637866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070500260","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":[0.9356938,0.000046201727,0.00007064798,0.007409852,0.00005626362,0.00021694403,0.000019084599,0.00001301548,0.056474186],"genre_scores_gemma":[0.96179056,0.00019244419,0.00012555745,0.000035934336,0.0000071673558,4.2349136e-8,0.0000047764966,0.000002235457,0.03784127],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9992285,0.00013447696,0.00009301049,0.00016334829,0.00019756035,0.00018314712],"domain_scores_gemma":[0.9994149,0.00029598182,0.000080400816,0.00013336584,0.000025077165,0.00005027477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014424838,0.0000719479,0.00012501082,0.0003970938,0.00051075476,0.000018074219,0.00044609964,0.000059645194,0.000046842495],"category_scores_gemma":[0.000026238422,0.00008215927,0.000031916617,0.0010871652,0.0004592505,0.0008227391,0.00024616596,0.00008550512,5.616287e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018700001,0.000107381595,0.56769025,0.00013876046,0.00005019773,0.000028708186,0.40131816,0.00026824977,0.000010650321,0.025416793,0.0022179352,0.0025658975],"study_design_scores_gemma":[0.00048660653,0.0000073643346,0.117403276,0.00005793344,0.000011746336,4.4263402e-8,0.85983294,0.00009898106,0.0000066728685,0.0007242005,0.021294774,0.00007543207],"about_ca_topic_score_codex":0.82014394,"about_ca_topic_score_gemma":0.9980259,"teacher_disagreement_score":0.4585148,"about_ca_system_score_codex":0.00017659241,"about_ca_system_score_gemma":0.0013874184,"threshold_uncertainty_score":0.39283642},"labels":[],"label_agreement":null},{"id":"W7094352508","doi":"","title":"School disaster planning for children with disabilities: a critical review of the literature&#13;\\n","year":2011,"lang":"","type":"article","venue":"ResearchOnline at James Cook University (James Cook University)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Government (linguistics); Emergency management; Poison control; Suicide prevention; Public health; Occupational safety and health; Climate change; Mainstreaming; Empirical evidence","score_opus":0.04263384952784711,"score_gpt":0.2890105798029318,"score_spread":0.24637673027508472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7094352508","genre_codex":"empirical","genre_gemma":"other","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":[0.6290409,0.020775568,0.0016829396,0.012996273,0.0008957113,0.011707396,0.0024348088,0.00033618897,0.3201302],"genre_scores_gemma":[0.42490128,0.034740683,0.0014643122,0.0009830673,0.0004315821,0.0000040288583,0.00015959397,0.00010867046,0.53720677],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99423563,0.0012899191,0.00045017595,0.0011695293,0.001471884,0.001382885],"domain_scores_gemma":[0.99564207,0.001036705,0.00037681754,0.0011866165,0.000986026,0.00077176606],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0007725152,0.0005875711,0.00083295803,0.00062686973,0.0027878345,0.00021292212,0.0032376782,0.00032162867,0.0024206573],"category_scores_gemma":[0.0010988394,0.00049563043,0.0006992687,0.0031820757,0.009155721,0.0015614323,0.0021363955,0.0008254754,0.00004692459],"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":[0.019164603,0.006456527,0.37054595,0.036072545,0.0047649536,0.00097289094,0.3014885,0.00012080219,0.000114248105,0.11829552,0.1251484,0.016855055],"study_design_scores_gemma":[0.0047454704,0.0016838764,0.015509235,0.032907516,0.0015397837,0.0000198928,0.20674965,0.00015947993,0.00007438441,0.00026588552,0.73475003,0.0015947764],"about_ca_topic_score_codex":0.00078298326,"about_ca_topic_score_gemma":0.00069539103,"teacher_disagreement_score":0.6096017,"about_ca_system_score_codex":0.00082529965,"about_ca_system_score_gemma":0.0012588268,"threshold_uncertainty_score":0.99974954},"labels":[],"label_agreement":null},{"id":"W7096300713","doi":"","title":"L.A. Yumagulova DEFINING THE NEW NORMAL IN EMERGENCY MANAGEMENT – THE CANADIAN AND AMERICAN EXPERIENCE","year":2015,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Emergency management; Interdependence; Recession; Humanity; Scale (ratio); Natural (archaeology); Event (particle physics)","score_opus":0.023336614642624272,"score_gpt":0.30176672355862394,"score_spread":0.2784301089159997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096300713","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":[0.15292963,0.00017863105,0.00005135795,0.020218255,0.00028206408,0.00024365418,2.2917106e-7,0.000019172176,0.826077],"genre_scores_gemma":[0.9665141,0.00015355747,0.00015832519,0.0006135816,0.00004543749,0.000014849368,2.826074e-7,0.0000031885809,0.03249666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989932,0.00008281698,0.000117825504,0.00015145775,0.00030342265,0.00035123446],"domain_scores_gemma":[0.99955755,0.000018403514,0.000035273297,0.00015844782,0.000016306936,0.00021401886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053853804,0.00006731935,0.00005698208,0.000060282197,0.00050977874,0.00014415481,0.00047255273,0.000013455386,0.00017849736],"category_scores_gemma":[0.000037416834,0.000037840855,0.000014947595,0.00055121374,0.0004378606,0.00018522011,0.00011039691,0.00006303304,0.00004749617],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069024823,0.0000142018,0.16169895,0.0000030637316,0.000012221203,0.000014850295,0.20993505,0.00006422247,4.5228987e-7,0.44911876,0.052631356,0.12649997],"study_design_scores_gemma":[0.0001310502,0.000019238658,0.1116951,0.0000056676445,0.0000070454707,3.955993e-7,0.40469664,0.00010872023,9.499508e-7,0.0023311242,0.48086908,0.00013497668],"about_ca_topic_score_codex":0.71722275,"about_ca_topic_score_gemma":0.9710577,"teacher_disagreement_score":0.8135845,"about_ca_system_score_codex":0.0000641807,"about_ca_system_score_gemma":0.0001298709,"threshold_uncertainty_score":0.39208576},"labels":[],"label_agreement":null},{"id":"W7096640401","doi":"","title":"Impact Analysis of the Canadian Red Cross Expect the Unexpected Program By:","year":2015,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Government (linguistics); Emergency management; Humanitarian aid; Risk management; International community; Vulnerability (computing)","score_opus":0.03589741423628798,"score_gpt":0.38851815274844154,"score_spread":0.3526207385121536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096640401","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":[0.6992338,0.00003825208,0.0000051847946,0.0022311118,0.000099936326,0.00031627578,0.0000051674906,0.000034426477,0.2980359],"genre_scores_gemma":[0.98224175,0.000002269891,0.0000142187155,0.00008484676,0.000023225639,0.000013972065,0.0000033265467,0.0000027370065,0.017613666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988803,0.00016186881,0.000118248114,0.00012279468,0.0004362502,0.0002805176],"domain_scores_gemma":[0.999336,0.000027689563,0.00006450513,0.00029183633,0.00011001513,0.0001699239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046429408,0.00006247356,0.000103764,0.000082550134,0.00047330838,0.00023436312,0.0006595094,0.000038579972,0.00028645535],"category_scores_gemma":[0.00013876642,0.00002804805,0.00014673974,0.0022442595,0.00053140876,0.00010574125,0.000047390484,0.00004865945,0.0000062244735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013230243,0.0001234728,0.8496172,0.0000016849422,0.0007670423,0.0000013754712,0.043454308,0.0003664629,0.00003304587,0.008075916,0.09075556,0.006790738],"study_design_scores_gemma":[0.00025515232,0.00006839851,0.82787395,0.0000043600057,0.00036082265,6.924657e-8,0.03393565,0.0010843056,0.0000519141,0.0004538044,0.13572228,0.00018927948],"about_ca_topic_score_codex":0.66827947,"about_ca_topic_score_gemma":0.93988305,"teacher_disagreement_score":0.28300798,"about_ca_system_score_codex":0.00013763683,"about_ca_system_score_gemma":0.00035267154,"threshold_uncertainty_score":0.36403534},"labels":[],"label_agreement":null},{"id":"W7096730567","doi":"","title":"PRELIMINARY PAPER #21 FACTORS INFLUENCING THE SALIENCY AND LEGITIMACY OF PUBLIC ORGANIZATIONS: A CASE STUDY*","year":2014,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reciprocal; Legitimacy; Field (mathematics); Process (computing); Field research; Empirical research; Emergency management; Disaster response; State (computer science)","score_opus":0.02281613735960403,"score_gpt":0.2886239665838665,"score_spread":0.2658078292242625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096730567","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":[0.94848853,0.00003333975,0.00023877862,0.00061429624,0.000057998164,0.00032450876,2.8331078e-7,0.000035561075,0.050206713],"genre_scores_gemma":[0.9976981,0.000013967379,0.00003394955,0.00012331262,0.000028919156,0.000005054898,3.535083e-7,0.0000046602468,0.0020916637],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9991125,0.00021052513,0.00014439452,0.0001399113,0.00023547908,0.00015718186],"domain_scores_gemma":[0.9994483,0.00017579504,0.00005897249,0.00016103424,0.0001002625,0.000055639804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053455075,0.00006433618,0.00007729444,0.00005062191,0.0004986093,0.00014195355,0.00021019128,0.000021302361,0.00022993014],"category_scores_gemma":[0.00043530788,0.000038359172,0.0000137433935,0.0004810305,0.00028520045,0.00052357785,0.00013176347,0.000039769584,0.0000050749572],"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":[0.0000021443204,0.0002331626,0.6616912,0.000018700102,0.000027320033,0.000018160512,0.272793,0.000009132328,0.000055394103,0.054722164,0.000686916,0.009742745],"study_design_scores_gemma":[0.00022053898,0.00017417519,0.1010938,0.000009653055,0.000038066442,0.0000070197034,0.8905699,0.000070341455,0.00001486873,0.000653179,0.0070139677,0.00013443988],"about_ca_topic_score_codex":0.004481266,"about_ca_topic_score_gemma":0.0039809938,"teacher_disagreement_score":0.61777693,"about_ca_system_score_codex":0.000010331733,"about_ca_system_score_gemma":0.00004449693,"threshold_uncertainty_score":0.67743635},"labels":[],"label_agreement":null},{"id":"W7096857100","doi":"","title":"Method Participants","year":2011,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Intervention (counseling); Program evaluation; Crisis intervention; Knowledge level","score_opus":0.19744688720948878,"score_gpt":0.40962088357755844,"score_spread":0.21217399636806966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096857100","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015027749,0.0000058301916,0.0065935357,0.00016807968,0.0000982492,0.00005004685,4.833619e-8,0.00005768298,0.9779988],"genre_scores_gemma":[0.8926177,0.000008092429,0.014477031,0.00024356921,0.000034952915,0.000004105111,5.167903e-8,0.0000016872406,0.09261278],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953693,0.000059851387,0.00004493472,0.00007041565,0.000107198364,0.00018068012],"domain_scores_gemma":[0.9998475,0.000014047873,0.000010899574,0.000059240272,0.000010117548,0.00005822362],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036146602,0.000022670933,0.000030649528,0.000015922713,0.00011059528,0.000016597538,0.00013755808,0.000013627463,0.004029941],"category_scores_gemma":[0.00001993945,0.000017241704,0.000015116889,0.000092279864,0.00006926254,0.00011318529,0.000024923998,0.000014110801,0.00039774214],"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":[0.0000034032985,0.000047682344,0.010719507,0.0000016278017,0.0000072197745,0.0000032419684,0.049506042,2.4048722e-7,0.00002408249,0.8783395,0.005309601,0.056037825],"study_design_scores_gemma":[0.00022702484,0.000048692214,0.07035509,0.000008409323,0.00003298401,1.1939535e-7,0.07332604,0.00011103098,0.0011316907,0.05918547,0.7952873,0.00028614423],"about_ca_topic_score_codex":0.0012258702,"about_ca_topic_score_gemma":0.0010648625,"teacher_disagreement_score":0.885386,"about_ca_system_score_codex":0.000004438119,"about_ca_system_score_gemma":0.000012176632,"threshold_uncertainty_score":0.99688053},"labels":[],"label_agreement":null},{"id":"W7097222419","doi":"","title":"Safety and Emergency Preparedness Canada,","year":2005,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Immigration; Citizenship; Emergency management; Government (linguistics); Emergency response","score_opus":0.008344327090267827,"score_gpt":0.2654341060257767,"score_spread":0.2570897789355089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097222419","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10714564,0.000079734054,0.00008567753,0.0033367106,0.00020386498,0.000073888914,7.262125e-7,0.000023916195,0.8890498],"genre_scores_gemma":[0.8147071,0.00017151349,0.00006705517,0.00012428722,0.00008789734,0.000001134873,3.3732283e-7,0.0000013239583,0.18483937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995285,0.000019434614,0.000069509544,0.000089393136,0.00016102353,0.00013208405],"domain_scores_gemma":[0.9998499,0.000007143664,0.000013524511,0.000053528413,0.000013801727,0.00006211075],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000106817955,0.000030892505,0.00003488593,0.000009500968,0.00021757306,0.000015439238,0.00009819654,0.000011698735,0.0018274328],"category_scores_gemma":[0.000014179265,0.000025762742,0.000006791661,0.00007499326,0.000047710473,0.00012510445,0.00003089707,0.000014336065,0.00001060691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024806299,0.000050400744,0.034712084,0.000015361453,0.000022799977,0.0000040644777,0.03603883,0.000059145037,0.000016108,0.35036826,0.3560044,0.22268373],"study_design_scores_gemma":[0.00005072799,0.0000021554406,0.010266141,0.0000012831827,0.0000026521461,4.674199e-8,0.008457477,0.000054638,0.0000023794778,0.00012388459,0.9809825,0.000056151417],"about_ca_topic_score_codex":0.59589666,"about_ca_topic_score_gemma":0.9920595,"teacher_disagreement_score":0.70756143,"about_ca_system_score_codex":0.000042117656,"about_ca_system_score_gemma":0.00010325858,"threshold_uncertainty_score":0.999085},"labels":[],"label_agreement":null},{"id":"W7097263468","doi":"","title":"i","year":2014,"lang":"en","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Service (business); Intervention (counseling); Local government; Work (physics)","score_opus":0.009128611640362707,"score_gpt":0.28920445817063933,"score_spread":0.2800758465302766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097263468","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013770921,0.000001495185,0.0019132266,0.0013121066,0.00008920534,0.000017071745,5.528558e-9,0.000039374165,0.9828566],"genre_scores_gemma":[0.84197986,0.0000022807292,0.00015369692,0.00030655143,0.00006083518,4.657524e-7,3.407341e-8,4.583871e-7,0.15749581],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99980307,0.000019062121,0.000015910466,0.000031562246,0.00007063706,0.000059785958],"domain_scores_gemma":[0.9999298,0.000010936858,0.0000035431779,0.000032032298,0.000004401978,0.000019317653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014120732,0.000009453415,0.000012004109,0.0000075793887,0.000085320826,0.000022874308,0.00007173379,0.000005893543,0.0006773523],"category_scores_gemma":[0.000023769264,0.00000721137,0.0000064456144,0.000041685165,0.00004776045,0.00004717404,0.000009258523,0.000006228299,0.00037267408],"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":[1.2548045e-7,0.0000029127016,0.0013296885,3.1555555e-7,3.181929e-7,3.6765176e-8,0.00086342625,4.084472e-7,0.000004699056,0.9536725,0.010388689,0.033736847],"study_design_scores_gemma":[0.000016774722,0.0000025943182,0.0019748523,4.7184906e-7,4.5885113e-7,3.2694223e-9,0.0012275068,0.00002635157,0.000005348924,0.005850734,0.9908778,0.000017082484],"about_ca_topic_score_codex":0.00014479765,"about_ca_topic_score_gemma":0.0003752608,"teacher_disagreement_score":0.98048913,"about_ca_system_score_codex":0.0000020473424,"about_ca_system_score_gemma":0.0000028824124,"threshold_uncertainty_score":0.74165326},"labels":[],"label_agreement":null},{"id":"W7104277961","doi":"10.71781/2895","title":"Territoires en quête de résilience : l'apport de l'urbanisme et des stratégies d'adaptation","year":2025,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Urban environment; Limiting; Resilience (materials science)","score_opus":0.048912570689640125,"score_gpt":0.36254491011519413,"score_spread":0.313632339425554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104277961","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":[0.5675793,0.0003385035,0.0017317717,0.0012780431,0.0006242825,0.00075484463,0.000029052306,0.0000075615794,0.42765662],"genre_scores_gemma":[0.6138091,0.0007173045,0.015655717,0.000111080255,0.000118253745,0.00007914418,0.00021038584,0.000017278719,0.36928174],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9970262,0.00066508696,0.00046174665,0.0006687136,0.0005051477,0.0006731255],"domain_scores_gemma":[0.998881,0.00024530964,0.0003124733,0.00026685355,0.00012673889,0.00016765336],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015553025,0.0003486375,0.0003485703,0.00014614807,0.00085352315,0.0012433126,0.0017268189,0.0003256036,0.0013396114],"category_scores_gemma":[0.00025918422,0.00036472428,0.00012629734,0.00055388827,0.00049825374,0.001323683,0.00022844553,0.0002935609,0.0002068049],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007043565,0.00024821612,0.009821003,0.00022321541,0.000101563346,0.000053269847,0.4157429,0.0016240134,0.000977758,0.019047625,0.0018723554,0.5502176],"study_design_scores_gemma":[0.00052365864,0.00023301129,0.122366235,0.0021037275,0.00044173643,0.0000041310345,0.64336836,0.004107681,0.0019936685,0.014596946,0.20916621,0.0010946271],"about_ca_topic_score_codex":0.01749648,"about_ca_topic_score_gemma":0.16771193,"teacher_disagreement_score":0.549123,"about_ca_system_score_codex":0.0003672305,"about_ca_system_score_gemma":0.0024814492,"threshold_uncertainty_score":0.9998805},"labels":[],"label_agreement":null},{"id":"W7104525141","doi":"10.5751/es-16668-300421","title":"Disastrous consequences: shortcomings of resiliency strategies for coping with accelerating environmental change","year":2025,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Anthropocene; Climate change; Coping (psychology); Natural disaster; Corporate governance; Psychological resilience; Resilience (materials science); Environmental change; Global warming","score_opus":0.027671331285880056,"score_gpt":0.29629347519498617,"score_spread":0.2686221439091061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104525141","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":[0.9853133,0.00014602634,0.00105657,0.0010657957,0.00010218574,0.00042461892,0.000005416321,0.000017349752,0.0118687535],"genre_scores_gemma":[0.9968886,0.00014643716,0.0013641942,0.0005071618,0.000031525175,0.00006176357,0.00000251373,0.0000021492458,0.0009956488],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99943703,0.000038612434,0.00010988697,0.00015690207,0.00006789722,0.00018967719],"domain_scores_gemma":[0.9997197,0.00013798769,0.00005909781,0.000051117502,0.000010245635,0.000021887301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024408077,0.000062634754,0.00012023416,0.00001452982,0.0005462669,0.000037693633,0.000108382665,0.000066853885,0.000020359992],"category_scores_gemma":[0.000011321963,0.000052673895,0.000038282462,0.00006641475,0.0012482721,0.0002155677,0.000040632975,0.00004954943,2.767713e-7],"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":[0.000060416118,0.00013286191,0.48782128,0.00023090362,0.00014286247,0.000002343091,0.15848286,0.000017172142,0.0008485239,0.344469,0.003122353,0.0046694153],"study_design_scores_gemma":[0.0014029683,0.00049119885,0.18585268,0.00012260486,0.00013049413,0.0000010194187,0.78170824,0.0003406502,0.00017039273,0.015494291,0.01392829,0.0003571985],"about_ca_topic_score_codex":0.0001086528,"about_ca_topic_score_gemma":0.000619571,"teacher_disagreement_score":0.62322533,"about_ca_system_score_codex":0.000024612349,"about_ca_system_score_gemma":0.0000771749,"threshold_uncertainty_score":0.45993108},"labels":[],"label_agreement":null},{"id":"W7110200184","doi":"10.5751/es-16690-300442","title":"Assessing the distance effects on motivations of emergency volunteers responding to wildfire events in protected areas","year":2025,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Jilin Office of Philosophy and Social Science; Basic and Applied Basic Research Foundation of Guangdong Province; China Postdoctoral Science Foundation; Chongqing University; National Natural Science Foundation of China; Strong","keywords":"Perspective (graphical); Resilience (materials science); Emergency management; Psychological resilience; Emergency response; Event (particle physics)","score_opus":0.011852843737367962,"score_gpt":0.3285265199460731,"score_spread":0.3166736762087052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110200184","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":[0.98787314,0.000023808572,0.0003578953,0.0032498166,0.00029987912,0.00041844172,3.4267148e-7,0.000011314876,0.0077653504],"genre_scores_gemma":[0.9945859,0.00002534755,0.00006957081,0.0002379541,0.000016538268,0.000042920296,4.6849053e-7,0.000001547618,0.005019797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935025,0.00019450727,0.000103368526,0.00012602625,0.000083514,0.00014232621],"domain_scores_gemma":[0.9996498,0.00021330404,0.00003523058,0.00006940666,0.000014759187,0.000017470757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051472354,0.000045315,0.00007634257,0.000055173405,0.0004729441,0.000010391454,0.00012807421,0.000055020988,0.0000091032325],"category_scores_gemma":[0.00033253347,0.000034905992,0.000033777687,0.00079883833,0.00009521842,0.000097855416,0.000042586984,0.00008691522,0.0000011333589],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010708481,0.00006075308,0.93816626,0.00004062892,0.000025610478,4.4868665e-7,0.026204087,0.000042895528,0.0002737388,0.0315551,0.0018828453,0.0017369065],"study_design_scores_gemma":[0.000108413595,0.00001711622,0.9855253,0.000070784925,0.0000059158815,6.9097656e-9,0.0107156765,0.00006817373,0.000024603833,0.0018674165,0.0015609497,0.000035627407],"about_ca_topic_score_codex":0.00006677431,"about_ca_topic_score_gemma":0.00047758772,"teacher_disagreement_score":0.04735904,"about_ca_system_score_codex":0.000047967183,"about_ca_system_score_gemma":0.00004240658,"threshold_uncertainty_score":0.36375517},"labels":[],"label_agreement":null},{"id":"W7111065374","doi":"10.18280/ijsse.150801","title":"Policy Design for Strengthening the Institutional Framework of Disaster Risk Governance in Padang City, Indonesia","year":2025,"lang":"","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Corporate governance; Risk governance; Disaster risk reduction; Risk management; Disaster mitigation; Resilience (materials science)","score_opus":0.008737651619238434,"score_gpt":0.2775640489182058,"score_spread":0.26882639729896735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111065374","genre_codex":"methods","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":[0.4249324,0.0028851926,0.55771506,0.009044644,0.0032514906,0.0004976036,0.00008866882,0.000008493385,0.0015764412],"genre_scores_gemma":[0.9926501,0.0051882565,0.0015475039,0.00007655189,0.0004760221,0.0000025041845,8.1828887e-7,0.000005302032,0.000052964137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981634,0.000102341306,0.00078289874,0.000148715,0.00057918264,0.00022344697],"domain_scores_gemma":[0.99797916,0.0011139784,0.0005331285,0.000084038176,0.0002362146,0.000053489897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014741791,0.00015311353,0.00027065337,0.0002575919,0.0001803027,0.00012235079,0.00073682284,0.00011141014,0.000014570449],"category_scores_gemma":[0.0011137251,0.00012444264,0.0001486157,0.0004380828,0.00026632193,0.00049144303,0.0001793537,0.00044317602,1.834002e-7],"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":[0.0008688398,0.00019125303,0.013054037,0.00014103543,0.00051415816,0.000018669767,0.028235367,0.15455095,0.000039684797,0.7703846,0.000041883282,0.03195949],"study_design_scores_gemma":[0.008558503,0.0005181921,0.3599681,0.015792292,0.00051009574,0.000054350166,0.025198027,0.30361974,0.00051946734,0.24341933,0.040579755,0.0012621469],"about_ca_topic_score_codex":0.00016940811,"about_ca_topic_score_gemma":0.00007628491,"teacher_disagreement_score":0.5677177,"about_ca_system_score_codex":0.00018039689,"about_ca_system_score_gemma":0.00027748666,"threshold_uncertainty_score":0.5074623},"labels":[],"label_agreement":null},{"id":"W7115194368","doi":"10.1051/e3sconf/202567709001/pdf","title":"Measuring post-disaster resilience perception in small island: Lessons from 2018 Lombok Island earthquakes in Indonesia","year":2025,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Natural disaster; Community resilience; Local government; Perception; Quarter (Canadian coin); Government (linguistics); Psychological resilience","score_opus":0.021970426796993143,"score_gpt":0.2694454508351044,"score_spread":0.24747502403811125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115194368","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":[0.9693203,0.0002924401,0.0006173296,0.0061540282,0.000695768,0.0004424113,0.00000776325,0.00012186704,0.02234807],"genre_scores_gemma":[0.9971439,0.00030165218,0.0014244076,0.000111504574,0.0000808767,0.000033853157,0.000004940807,0.000009697725,0.00088914717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813646,0.000069965856,0.00049099466,0.0005542876,0.00025572992,0.0004925492],"domain_scores_gemma":[0.99924207,0.000036685895,0.00014199282,0.00046380545,0.000071712246,0.00004371031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005035094,0.00020855704,0.00035566976,0.0012361009,0.00019380284,0.00006923095,0.00089797325,0.00037379278,0.000047970636],"category_scores_gemma":[0.00022471075,0.00020739583,0.000073018244,0.0014990924,0.0009836432,0.00046544775,0.0003387361,0.0004371234,0.000038234353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116777264,0.0003276389,0.7799338,0.00012460185,0.000048687394,0.000047334976,0.010078372,0.00041326135,0.010191984,0.0556553,0.00018815647,0.14287406],"study_design_scores_gemma":[0.0014784113,0.00007228743,0.9515431,0.0012779597,0.00003646415,5.904287e-7,0.010177224,0.00018891151,0.0009433318,0.009613304,0.024186498,0.00048194366],"about_ca_topic_score_codex":0.004974092,"about_ca_topic_score_gemma":0.20546521,"teacher_disagreement_score":0.20049113,"about_ca_system_score_codex":0.00013017,"about_ca_system_score_gemma":0.0001852793,"threshold_uncertainty_score":0.8457356},"labels":[],"label_agreement":null},{"id":"W7116303470","doi":"10.1016/j.iref.2025.104863","title":"Do natural disasters affect product development? Evidence from trademarks","year":2025,"lang":"en","type":"article","venue":"International Review of Economics & Finance","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Concordia University","funders":"Concordia University","keywords":"Trademark; Commercialization; Product (mathematics); Natural disaster; Sample (material); Affect (linguistics); Meaning (existential)","score_opus":0.02423397411196914,"score_gpt":0.32800072878523423,"score_spread":0.3037667546732651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116303470","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":[0.74434215,0.1392473,0.0002445944,0.01406152,0.0041720164,0.000852202,0.000017867713,0.000027548233,0.09703478],"genre_scores_gemma":[0.8746066,0.11704446,0.0011287233,0.0007086037,0.00010479737,0.0000333266,0.000012022626,0.000004281341,0.006357183],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989397,0.000060806055,0.00040032333,0.00031799902,0.00013041435,0.0001507368],"domain_scores_gemma":[0.99926335,0.00020847328,0.00023938842,0.00019188604,0.00007594791,0.000020947953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060495373,0.00010529234,0.00022266332,0.000063347856,0.000089740744,0.000062723666,0.0008452713,0.000023930455,0.00012445278],"category_scores_gemma":[0.0004949562,0.00010026282,0.00009133557,0.00014191399,0.00016952716,0.0004806787,0.000119469005,0.000080891274,0.000035957615],"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":[0.000060068713,0.00011854997,0.020671468,0.0014491595,0.0002278546,0.0000031525724,0.003230715,0.00008681415,0.000056793506,0.17435099,0.020835035,0.7789094],"study_design_scores_gemma":[0.00018172816,0.00000925751,0.04466372,0.019744435,0.000032974353,2.1517556e-7,0.00026777093,0.00012451103,0.00033124804,0.0028208047,0.9315736,0.0002497095],"about_ca_topic_score_codex":0.00014036264,"about_ca_topic_score_gemma":0.00036151847,"teacher_disagreement_score":0.9107386,"about_ca_system_score_codex":0.00014989005,"about_ca_system_score_gemma":0.00021663844,"threshold_uncertainty_score":0.40885994},"labels":[],"label_agreement":null},{"id":"W7116375963","doi":"10.5130/ajceb.v25i3/4.9408","title":"The Fourth Industrial Revolution Technologies and the Construction Industry in Ghana","year":2025,"lang":"en","type":"article","venue":"Construction Economics and Building","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spillover effect; Construction industry; Quarter (Canadian coin); Natural disaster; Industrial Revolution; Public work; Production (economics)","score_opus":0.013977914570245376,"score_gpt":0.2510869715832766,"score_spread":0.2371090570130312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116375963","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":[0.97541475,0.00058554334,0.00020969559,0.013454499,0.0009988012,0.00024945298,7.6956184e-7,0.000035735233,0.009050751],"genre_scores_gemma":[0.99558973,0.0036384868,0.00040961205,0.0000400821,0.00007292095,0.000013115283,2.0449684e-7,0.0000018186566,0.00023401126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9994135,0.00007228612,0.00017723549,0.00015556063,0.000035253146,0.00014615346],"domain_scores_gemma":[0.99963164,0.00015658683,0.00009526674,0.00008690581,0.000015391022,0.000014231169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007011618,0.0000612385,0.000092665454,0.000104607374,0.0009039144,0.00025482953,0.0001235973,0.000215678,0.0000017513489],"category_scores_gemma":[0.00018818509,0.000042376563,0.000017662287,0.00020265479,0.0022226907,0.00020421755,0.000099138946,0.0003057365,2.577045e-7],"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":[0.000016966253,0.00000114064,0.012767791,0.0000013634727,0.000007749563,6.686138e-8,0.00016260704,0.000016834974,0.0000017697847,0.6969266,0.00006493264,0.2900322],"study_design_scores_gemma":[0.0038523483,0.000022613458,0.0059013814,0.00015464761,0.00007071979,0.000016124362,0.44215617,0.006365443,0.0001255003,0.3908354,0.15014614,0.00035350138],"about_ca_topic_score_codex":0.00024037475,"about_ca_topic_score_gemma":0.0006714644,"teacher_disagreement_score":0.44199356,"about_ca_system_score_codex":0.00006074961,"about_ca_system_score_gemma":0.00006619745,"threshold_uncertainty_score":0.81895965},"labels":[],"label_agreement":null},{"id":"W7116385178","doi":"10.5130/ajceb.v25i3/4.9568","title":"The Effect of Disasters on Construction Wages: The Role Played by Spatial Proximity","year":2025,"lang":"en","type":"article","venue":"Construction Economics and Building","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Spillover effect; Natural disaster; Quarter (Canadian coin); Natural hazard; Surge; Carry (investment)","score_opus":0.002775575529173553,"score_gpt":0.22871806768727893,"score_spread":0.22594249215810538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116385178","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":[0.97839224,0.00010683333,0.00049497216,0.0010635545,0.0009823014,0.00029107908,0.000003923963,0.000014144517,0.018650929],"genre_scores_gemma":[0.9991941,0.0004252489,0.000052066607,0.000028969958,0.00005786271,0.0000113611295,7.6578766e-7,0.0000025695767,0.00022707222],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993867,0.0001084375,0.00016168444,0.00015318152,0.000054574608,0.00013538865],"domain_scores_gemma":[0.9994507,0.0002801184,0.00012286716,0.00010891287,0.00001321208,0.000024178942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045241154,0.000074800315,0.00010080791,0.000036958754,0.0008918491,0.00016414204,0.00015243918,0.00004134277,0.000006648061],"category_scores_gemma":[0.000056548033,0.00004668068,0.000039712897,0.00007807398,0.0010131431,0.00013710029,0.000047388665,0.00007137109,8.0191194e-7],"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":[0.00008778294,0.00000524696,0.02188897,0.000012358325,0.000048857895,4.9648524e-8,0.00049284165,0.00011323865,0.00025570445,0.31740782,0.0001749082,0.6595122],"study_design_scores_gemma":[0.0043426943,0.0007461458,0.0106767835,0.00038034073,0.00039607304,0.000010452824,0.103220016,0.015174455,0.054117672,0.079861395,0.73007506,0.0009989348],"about_ca_topic_score_codex":0.00023129878,"about_ca_topic_score_gemma":0.00017300755,"teacher_disagreement_score":0.7299001,"about_ca_system_score_codex":0.000038310467,"about_ca_system_score_gemma":0.000026520145,"threshold_uncertainty_score":0.68594724},"labels":[],"label_agreement":null},{"id":"W7117303090","doi":"10.1177/00208523251404794","title":"Responding to the needs of migrants during the COVID-19 pandemic in Montreal and Sherbrooke: Analysis of the influence strategies of actors involved in intersectoral collaborations","year":2025,"lang":"en","type":"article","venue":"International Review of Administrative Sciences","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":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke; Public Health Ontario; University of Toronto; École Nationale d'Administration Publique","funders":"","keywords":"Openness to experience; Context (archaeology); Citizen journalism; Work (physics); Public sector; Pooling; Pandemic; Welsh","score_opus":0.05863894481842137,"score_gpt":0.4179148149599137,"score_spread":0.35927587014149237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117303090","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":[0.9898283,0.001029011,0.000016871572,0.0039062002,0.00007052417,0.0003686754,0.000028290626,0.0000016867443,0.0047504473],"genre_scores_gemma":[0.9980153,0.0015690535,0.000014192077,0.00015037628,0.000003827466,0.000015525417,7.067478e-7,7.2243216e-7,0.00023029493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847794,0.00033571315,0.0004924917,0.00012442362,0.0004724411,0.00009696955],"domain_scores_gemma":[0.9987655,0.0005966369,0.0003320394,0.00012130809,0.00016093999,0.000023536742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017866427,0.00006788621,0.00022377937,0.00051488687,0.00012062445,0.000041072577,0.0009319516,0.000019445688,0.00002143493],"category_scores_gemma":[0.0015980691,0.000035696637,0.00006834742,0.0063101687,0.0014711232,0.00025450575,0.000121920166,0.00006180887,7.905004e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003798598,0.00004179669,0.9082375,0.00029248497,0.000085856766,2.8927766e-7,0.02705088,0.0017599144,0.001024438,0.061146677,0.00004419532,0.00027798308],"study_design_scores_gemma":[0.000098947545,0.00003821732,0.88209194,0.0015461365,0.00005203676,6.501032e-8,0.11480737,0.00008520346,0.00014398749,0.00062609994,0.00046929118,0.000040679457],"about_ca_topic_score_codex":0.0037281106,"about_ca_topic_score_gemma":0.14807948,"teacher_disagreement_score":0.14435138,"about_ca_system_score_codex":0.00006694245,"about_ca_system_score_gemma":0.0005892796,"threshold_uncertainty_score":0.86746585},"labels":[],"label_agreement":null},{"id":"W7117970815","doi":"10.1017/s095787650602345x","title":"Julia Mirsky, Roni Kaufman, and Amos Avgar (Eds.), Social Disaster as Opportunity: The Hesed Model, University Press of America, Lanham, MD, 2006, 193 pp., appendix, $29.95.","year":2006,"lang":"en","type":"article","venue":"VOLUNTAS International Journal of Voluntary and Nonprofit Organizations","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":"University of Toronto","funders":"","keywords":"Social life; Disaster area; Social relationship","score_opus":0.009685368077822745,"score_gpt":0.25002645417131525,"score_spread":0.2403410860934925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117970815","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":[0.9508562,0.001895813,0.0062668393,0.013170456,0.00092627027,0.0005515163,0.0003643503,0.00004803998,0.025920488],"genre_scores_gemma":[0.9829334,0.0036546495,0.00057723495,0.0004574049,0.0006187983,0.0000012853052,0.000095171534,0.000020880801,0.011641195],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984301,0.0001623068,0.00037176532,0.00018485064,0.0006422693,0.00020870805],"domain_scores_gemma":[0.99874616,0.00009576575,0.0004316742,0.00010538749,0.00050131016,0.000119692486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030967017,0.00014871011,0.0002095391,0.00011828235,0.0005981339,0.0001293018,0.0006202282,0.00007582932,0.00039768516],"category_scores_gemma":[0.00007613416,0.00012429093,0.000068438014,0.00034677694,0.0006822586,0.0007350308,0.00021962343,0.00019959484,0.000009691623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070284435,0.0013152378,0.2752681,0.000099075696,0.0012099674,0.0002075885,0.031177113,0.0021611336,0.0011763163,0.15038918,0.5267563,0.009537144],"study_design_scores_gemma":[0.003368095,0.0003869977,0.048467524,0.00021703787,0.0008956163,0.00010296759,0.036409665,0.007928211,0.00047498906,0.008135327,0.8926302,0.0009833474],"about_ca_topic_score_codex":0.004200534,"about_ca_topic_score_gemma":0.0008294796,"teacher_disagreement_score":0.3658739,"about_ca_system_score_codex":0.00007335204,"about_ca_system_score_gemma":0.00021949071,"threshold_uncertainty_score":0.63499784},"labels":[],"label_agreement":null},{"id":"W7118355863","doi":"10.18280/ijsdp.201117","title":"Rhythms of Resilience: Residents’ Perspectives on Public Space and Seismic Adaptation in Buca, İzmir","year":2025,"lang":"","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Public space; Space (punctuation); Rhythm","score_opus":0.016309674538909802,"score_gpt":0.2971858945530895,"score_spread":0.2808762200141797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118355863","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":[0.9724759,0.003816293,0.0010860158,0.0041018426,0.0005445243,0.00020154021,8.407759e-7,0.0000041269464,0.017768925],"genre_scores_gemma":[0.98779804,0.0016508246,0.000544309,0.00008402611,0.00009353776,0.0000031522327,0.0000013179767,0.0000051691663,0.00981961],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99771714,0.00015066151,0.0006952773,0.000260331,0.0008345989,0.0003419864],"domain_scores_gemma":[0.9981106,0.00026457603,0.00057572935,0.000059590424,0.00090162834,0.000087885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016210603,0.00016963323,0.00027326733,0.0015284368,0.00026382567,0.00036070668,0.00039933654,0.000092655384,0.000026249789],"category_scores_gemma":[0.00063296885,0.00016209633,0.000041626372,0.00063806924,0.0003019194,0.0010068631,0.00019878446,0.00026973613,7.4242797e-7],"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":[0.0011138892,0.0003561252,0.109770395,0.00034492198,0.00045466144,0.0014966292,0.6208764,0.0055707237,0.0000374382,0.22215651,0.001243317,0.036578994],"study_design_scores_gemma":[0.0008905247,0.00008756618,0.15925945,0.0013361395,0.000016370921,0.000006734426,0.8268717,0.00077400735,0.00007169108,0.0034369787,0.0070972377,0.00015162106],"about_ca_topic_score_codex":0.00024427194,"about_ca_topic_score_gemma":0.000036641504,"teacher_disagreement_score":0.21871953,"about_ca_system_score_codex":0.000382034,"about_ca_system_score_gemma":0.0008994265,"threshold_uncertainty_score":0.66100967},"labels":[],"label_agreement":null},{"id":"W7118909303","doi":"10.18280/ijsdp.201112","title":"Predicting Urban Growth in Disaster-Prone Areas with CA-Markov Modelling on Batu City, East Java","year":2025,"lang":"","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Java; Urban planning; Urbanization; Population; Work (physics)","score_opus":0.014793275536064483,"score_gpt":0.26119442336737836,"score_spread":0.24640114783131387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118909303","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":[0.9269075,0.00056470523,0.007306119,0.0011286981,0.00086011784,0.00029799863,0.0000018413892,0.000010184262,0.06292284],"genre_scores_gemma":[0.98577315,0.00013019699,0.0009845089,0.00015749055,0.00030406605,0.0000071741183,0.0000059189847,0.000012326129,0.012625156],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99684626,0.00012410141,0.0008646048,0.00035298872,0.0011980294,0.0006140387],"domain_scores_gemma":[0.99811,0.00021788834,0.00057228334,0.0000715348,0.00087240274,0.00015591885],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015422708,0.00029750445,0.0003636233,0.0011959425,0.000494769,0.0006972733,0.00071235845,0.0001132442,0.00004649493],"category_scores_gemma":[0.00015742864,0.00025556082,0.000058861577,0.0006552161,0.00019919281,0.0010879317,0.00029786496,0.0005055264,0.0000017000835],"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":[0.0019300728,0.0003836615,0.75026345,0.00031776348,0.00074171106,0.004071061,0.18433788,0.02857832,0.0000027473272,0.018364094,0.0010120322,0.009997224],"study_design_scores_gemma":[0.003868597,0.00032746885,0.05822146,0.009594602,0.000119748765,0.000034154677,0.89069694,0.018770654,0.00007610717,0.0028507472,0.014642338,0.00079716893],"about_ca_topic_score_codex":0.00026960683,"about_ca_topic_score_gemma":0.00006165728,"teacher_disagreement_score":0.7063591,"about_ca_system_score_codex":0.00058527524,"about_ca_system_score_gemma":0.00083354826,"threshold_uncertainty_score":0.9999897},"labels":[],"label_agreement":null},{"id":"W7119171302","doi":"10.3917/riges.272.0081c","title":"La réponse aux catastrophes. Quand l’impossible survient , par Hélène Denis, Presses internationales Polytechnique, 2002, 318 pages. Recension faite par Francine Séguin, professeure à l’École des Hautes Études Commerciales de Montréal","year":2002,"lang":"","type":"article","venue":"Gestion","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Subject (documents); Pretext; Identification (biology); Identity (music)","score_opus":0.042552946302691734,"score_gpt":0.28189121464732353,"score_spread":0.2393382683446318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119171302","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":[0.9069819,0.046622492,0.0036991832,0.03358165,0.000964371,0.0020792028,0.00013538907,0.0004464075,0.005489429],"genre_scores_gemma":[0.94149786,0.050880365,0.0017892693,0.0003294002,0.00033307125,0.00016119791,0.000084981046,0.00005114858,0.004872682],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9949308,0.0013932732,0.0008213899,0.00082922645,0.0010428196,0.0009825061],"domain_scores_gemma":[0.99762344,0.00055856607,0.0005243225,0.0005124113,0.00044994097,0.00033131067],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001665973,0.000570485,0.00053209,0.00030696037,0.0017581283,0.0005684686,0.0008569922,0.0004712926,0.00067957526],"category_scores_gemma":[0.000778762,0.0005329262,0.00018418924,0.0008077234,0.0015243653,0.0011283066,0.0003938329,0.0005481214,0.00012422478],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011008396,0.0060365973,0.27458516,0.001673101,0.0005447264,0.00030288135,0.039843928,0.0035902776,0.02358702,0.029315056,0.302319,0.31710142],"study_design_scores_gemma":[0.00246966,0.0010505023,0.7523364,0.005036352,0.00062091224,0.00004852641,0.0124106975,0.010331177,0.0065294984,0.0030058785,0.20411941,0.0020409771],"about_ca_topic_score_codex":0.0068341894,"about_ca_topic_score_gemma":0.02189229,"teacher_disagreement_score":0.47775126,"about_ca_system_score_codex":0.00029811106,"about_ca_system_score_gemma":0.00017637898,"threshold_uncertainty_score":0.9997794},"labels":[],"label_agreement":null},{"id":"W7122399991","doi":"10.18485/ijdrm.2025.7.2.9","title":"A Comparative Analysis of Federal Emergency Management Systems: Evidence from the United States, Canada, Japan, Germany, and Australia","year":2025,"lang":"","type":"article","venue":"International Journal of Disaster Risk Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency management; Government (linguistics); Emergency response; Risk management; Natural disaster","score_opus":0.030477512179856413,"score_gpt":0.3405640060423527,"score_spread":0.3100864938624963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7122399991","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":[0.97288626,0.0040189996,0.004408518,0.0031585686,0.005767285,0.0009155277,0.0002761483,0.0000082504375,0.008560462],"genre_scores_gemma":[0.9667779,0.020010358,0.00013678658,0.00023017505,0.00016556882,0.000016517202,0.00003434156,0.000007931493,0.012620387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938655,0.00085327204,0.0019306894,0.00049904914,0.0024091534,0.0004423678],"domain_scores_gemma":[0.99596494,0.00041372256,0.0021468368,0.00043466486,0.0008732487,0.0001665561],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013572711,0.0004027093,0.00079288287,0.001090504,0.0003952215,0.00061478413,0.0024420724,0.00006623451,0.00042588857],"category_scores_gemma":[0.000043873908,0.0003032665,0.00035899936,0.0021142485,0.00044115048,0.0006376238,0.00095957477,0.0003226151,0.000005869117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012875217,0.0010046271,0.48795968,0.0005546077,0.13456163,0.0003349749,0.077444136,0.11297885,0.0000063325556,0.0420643,0.13188308,0.00992026],"study_design_scores_gemma":[0.0013470047,0.00012308694,0.6567303,0.0023621654,0.01349881,0.0000011723542,0.23126148,0.014452354,0.000004069756,0.0011363825,0.07859095,0.00049222825],"about_ca_topic_score_codex":0.47129068,"about_ca_topic_score_gemma":0.33924022,"teacher_disagreement_score":0.16877063,"about_ca_system_score_codex":0.00051945564,"about_ca_system_score_gemma":0.000115450865,"threshold_uncertainty_score":0.99994195},"labels":[],"label_agreement":null},{"id":"W7124469923","doi":"10.52202/083081-0037","title":"\"We’ll Have to Let Clova Burn!\": The Power Dynamics of Continuous Satellite Surveillance in Climate Disasters","year":2025,"lang":"","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Satellite; Power (physics); Climate change; Natural disaster","score_opus":0.007973664598578725,"score_gpt":0.2790545849136742,"score_spread":0.27108092031509545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124469923","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":[0.36309084,0.0009577487,0.00067005295,0.023305666,0.0016404878,0.0013826166,0.00003687257,0.000034571203,0.6088811],"genre_scores_gemma":[0.94661933,0.0032125167,0.00006730464,0.001056775,0.00003401331,0.000016805243,0.000004327244,0.0000137475445,0.048975207],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9960837,0.00055314094,0.000965082,0.00068783,0.0006704456,0.0010398088],"domain_scores_gemma":[0.9983185,0.00046064472,0.0002748342,0.0006852778,0.00012742337,0.0001333102],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020976444,0.00035256945,0.00061790715,0.00026278192,0.0003300741,0.00035460852,0.0014654353,0.00015558933,0.00034603325],"category_scores_gemma":[0.00016029229,0.00025207,0.00020964746,0.0017544376,0.0011093491,0.00026883904,0.0007642378,0.00024075719,0.000098026736],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049474154,0.00063518557,0.4089788,0.00036383484,0.00018081974,0.000030625302,0.12008771,0.00072375505,0.00008553954,0.36123744,0.003721007,0.10346056],"study_design_scores_gemma":[0.0016311234,0.00038433282,0.15870754,0.0010080017,0.00008527564,6.4924103e-7,0.68044174,0.0038366404,0.00008008326,0.005247445,0.1474244,0.0011527719],"about_ca_topic_score_codex":0.0017622407,"about_ca_topic_score_gemma":0.062436398,"teacher_disagreement_score":0.58352846,"about_ca_system_score_codex":0.00017916632,"about_ca_system_score_gemma":0.000101838414,"threshold_uncertainty_score":0.99999315},"labels":[],"label_agreement":null},{"id":"W7125652566","doi":"10.18280/ijsdp.201225","title":"Post-Disaster Urban and Community Resilience: The Dynamics of Indigenous Communities Maintaining Environmental Sustainability in Makassar City","year":2025,"lang":"","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Sustainability; Urbanization; Urban sustainability; Sustainable community; Urban ecosystem","score_opus":0.010906547901623712,"score_gpt":0.2755473197276347,"score_spread":0.264640771826011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125652566","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":[0.99263895,0.0012803155,0.0002816753,0.0016129224,0.0003234678,0.00038073264,0.000010265564,0.0000040379487,0.00346762],"genre_scores_gemma":[0.99639297,0.0002669566,0.00012271998,0.00016657638,0.000043130913,0.000005249596,0.000014156925,0.000006839048,0.002981411],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9966866,0.0009795364,0.000984068,0.00014697743,0.00071480684,0.00048801446],"domain_scores_gemma":[0.9975666,0.0009660236,0.0006546831,0.00016252088,0.0005671148,0.00008309795],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005270321,0.00023446754,0.0003711686,0.00069900067,0.0013990182,0.00036097,0.0011581929,0.00012473365,0.00002964251],"category_scores_gemma":[0.0004101109,0.00019578837,0.00006410322,0.00034576125,0.0013413347,0.0007667032,0.0010711111,0.0010080953,1.6317807e-7],"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":[0.00033896853,0.00022846146,0.49375442,0.00015459594,0.00017546247,0.00018465116,0.48989245,0.00039194195,0.0000027090384,0.006688648,0.00003758509,0.0081501],"study_design_scores_gemma":[0.0004993207,0.00009162809,0.28542307,0.00037201977,0.00002672308,0.0000074370646,0.70872366,0.00029417814,0.000011593309,0.0030802607,0.0013399351,0.00013015751],"about_ca_topic_score_codex":0.0020206878,"about_ca_topic_score_gemma":0.0008236761,"teacher_disagreement_score":0.21883123,"about_ca_system_score_codex":0.0010946358,"about_ca_system_score_gemma":0.0008719014,"threshold_uncertainty_score":0.999901},"labels":[],"label_agreement":null},{"id":"W7125778131","doi":"10.35631/jistm.1041010","title":"IMPACT OF TECHNOLOGY IN HUMANITARIAN ASSISTANCE AND DISASTER RELIEF OPERATION TOWARDS ASSOCIATION OF SOUTHEAST ASIAN NATIONS","year":2025,"lang":"","type":"article","venue":"Journal of Information System and Technology Management","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":"Department of National Defence","funders":"National Defence University of Malaysia","keywords":"Resilience (materials science); Disaster risk reduction; Emergency management; Natural disaster; Vulnerability (computing); Transformative learning; Geospatial analysis; Situation awareness; Big data","score_opus":0.0044661606027457295,"score_gpt":0.2566550748005512,"score_spread":0.2521889141978055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125778131","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":[0.85878485,0.0007282194,0.0065296204,0.012174858,0.0006298116,0.0012815966,0.000021463984,0.00004158148,0.119807996],"genre_scores_gemma":[0.9983965,0.0005633553,0.0003646688,0.000009315545,0.0000134399315,0.000012787353,0.0000015942579,0.0000035119792,0.00063483184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9974747,0.00010200982,0.0016059044,0.00013350764,0.00044897303,0.00023491136],"domain_scores_gemma":[0.9972203,0.000030110281,0.0019857723,0.00018981169,0.00053917844,0.000034870754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015590787,0.00016969812,0.00050187897,0.004510305,0.00026060842,0.00011551282,0.00036533305,0.00033210884,0.0000092660375],"category_scores_gemma":[0.00016624032,0.00014720738,0.00008690537,0.0023451734,0.00031982976,0.0012094908,0.00021060075,0.00022179783,0.0000019815836],"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":[0.00010367547,0.00019792898,0.16899201,0.0016852246,0.00067220285,0.0000044403887,0.013383101,0.00016084865,0.000043029257,0.7562601,0.00035471754,0.058142696],"study_design_scores_gemma":[0.0046303677,0.0010449314,0.39787558,0.004913134,0.0005543338,0.0000132041305,0.5775587,0.0012023258,0.000099941935,0.0076642544,0.0040418836,0.0004013564],"about_ca_topic_score_codex":0.000048138827,"about_ca_topic_score_gemma":0.00015401501,"teacher_disagreement_score":0.7485959,"about_ca_system_score_codex":0.0005900553,"about_ca_system_score_gemma":0.00013681059,"threshold_uncertainty_score":0.6002943},"labels":[],"label_agreement":null},{"id":"W7126167766","doi":"10.46254/wc02.20250248","title":"From Detection to Decision: Integrating Analytics and Structural Equation Modeling for Urban Public Safety Response","year":2025,"lang":"","type":"article","venue":"","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":"Concordia University","funders":"","keywords":"Structural equation modeling; Staffing; Cluster analysis; Analytics; Resilience (materials science); Latent variable; Data analysis; Descriptive statistics; Partial least squares regression; Performance indicator","score_opus":0.0406092941447606,"score_gpt":0.3356876971259124,"score_spread":0.2950784029811518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126167766","genre_codex":"methods","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":[0.3816568,0.00008189857,0.611263,0.0023174041,0.00062057347,0.00054731604,0.000007413248,0.00003106299,0.003474548],"genre_scores_gemma":[0.9839567,0.000024106881,0.008186704,0.00024134212,0.00021183086,0.000016682472,0.000004996701,0.000007470178,0.0073501877],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978273,0.00025518777,0.0005612585,0.000578832,0.00039371036,0.00038372868],"domain_scores_gemma":[0.9980671,0.0011749029,0.00010771451,0.00022450586,0.0002694558,0.00015634773],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017387826,0.0001946404,0.00022980412,0.0003554745,0.0014424747,0.0010141268,0.00033182272,0.00014096026,0.00019697048],"category_scores_gemma":[0.002651949,0.00016933802,0.000090823014,0.0011589768,0.00011240984,0.00074189215,0.0002319671,0.00011715569,0.000009397294],"study_design_candidate":"design_other","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":[0.0026593932,0.000026409101,0.0009084807,0.000028880744,0.000103690094,5.389812e-7,0.023259366,0.010480445,0.00066648575,0.023864444,0.0004441865,0.9375577],"study_design_scores_gemma":[0.00040409493,0.00009778934,0.0006877484,0.00011046122,0.00006977683,4.085879e-8,0.051153935,0.92488456,0.00005129988,0.018581837,0.0037651788,0.00019326097],"about_ca_topic_score_codex":0.0009930923,"about_ca_topic_score_gemma":0.004717346,"teacher_disagreement_score":0.9373644,"about_ca_system_score_codex":0.00022862626,"about_ca_system_score_gemma":0.00016105484,"threshold_uncertainty_score":0.9998575},"labels":[],"label_agreement":null},{"id":"W7127207311","doi":"","title":"Teaching Information Literacy in the Emerging and Dynamic Fields of Preparedness and Security","year":2025,"lang":"","type":"article","venue":"Scholars Archive - University at Albany (University at Albany, State University of New York)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Civil defense; Emergency management; Natural disaster; Information security; Informatics; Crisis management; National security; Risk management","score_opus":0.006420264034638456,"score_gpt":0.2264564682175925,"score_spread":0.22003620418295403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127207311","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":[0.9527644,0.0002663833,0.002368107,0.0026725428,0.00019233314,0.0007901027,0.00027446015,0.000037277347,0.04063439],"genre_scores_gemma":[0.9696972,0.002956691,0.00065147463,0.00009454881,0.000009100876,2.1156227e-8,0.00005355088,0.000007261128,0.026530156],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9963967,0.0012796895,0.00032980044,0.0006998868,0.0006524179,0.00064148544],"domain_scores_gemma":[0.99785864,0.00054189557,0.000624161,0.0005301899,0.00016001675,0.00028509772],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010478357,0.0003997308,0.0005927314,0.0013247144,0.0029728292,0.00012556027,0.0017372812,0.00025218845,0.00015964457],"category_scores_gemma":[0.00007383765,0.0005092102,0.00024413253,0.0014642144,0.002024815,0.0041813864,0.0029768609,0.0008592308,0.0000084636595],"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":[0.0021271901,0.00027497823,0.013081891,0.0006538021,0.00038340178,0.00017419482,0.93692625,0.00030024874,0.00015242658,0.02146905,0.0041366704,0.020319873],"study_design_scores_gemma":[0.0046192775,0.00024885262,0.047472786,0.0007506275,0.0005789538,0.0000057850784,0.6957996,0.0057770615,0.000006365985,0.004104484,0.23993061,0.0007056091],"about_ca_topic_score_codex":0.030529756,"about_ca_topic_score_gemma":0.06437918,"teacher_disagreement_score":0.24112669,"about_ca_system_score_codex":0.00085436483,"about_ca_system_score_gemma":0.0004276792,"threshold_uncertainty_score":0.99973595},"labels":[],"label_agreement":null},{"id":"W7127290159","doi":"10.1111/caje.70041","title":"Economic activity during extreme events","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","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":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Natural disaster; Extreme weather; Economic data; Natural (archaeology); Economic impact analysis; Extreme heat; Database transaction","score_opus":0.10439047549358503,"score_gpt":0.21860431121775944,"score_spread":0.11421383572417441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127290159","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":[0.95376486,0.00010495987,0.00002372217,0.004115146,0.0028667552,0.0002169401,0.000024137204,0.0000083341,0.038875148],"genre_scores_gemma":[0.98586774,0.00017022234,0.00006207551,0.00021592135,0.0005007093,0.000007113894,0.0000012852415,0.000017136588,0.01315779],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983165,0.0001056963,0.0005058349,0.00029123417,0.0000032546754,0.0007774442],"domain_scores_gemma":[0.99801946,0.00008502575,0.00039264202,0.00028543556,0.000075893695,0.0011415234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007449056,0.00018974706,0.0003936343,0.00080830196,0.000555537,0.00018135848,0.0008422775,0.00014355103,0.00048587404],"category_scores_gemma":[0.00012857173,0.0002393915,0.00020609456,0.00013368065,0.00026308896,0.00077389204,0.000034144727,0.00023572484,0.000043013744],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009148541,0.000021033018,0.06525139,0.000059479873,0.00025422443,0.00010240797,0.004422906,0.0033302056,0.000036245037,0.914127,0.0019865755,0.010317038],"study_design_scores_gemma":[0.002983507,0.00024427008,0.10312769,0.00060634187,0.00021466952,0.0000762633,0.010873811,0.0008588804,0.0004781789,0.46220276,0.41674742,0.0015861979],"about_ca_topic_score_codex":0.28166837,"about_ca_topic_score_gemma":0.9954941,"teacher_disagreement_score":0.71382576,"about_ca_system_score_codex":0.0037437426,"about_ca_system_score_gemma":0.0040961113,"threshold_uncertainty_score":0.97897565},"labels":[],"label_agreement":null},{"id":"W7127897547","doi":"10.17509/gea.v24i2.71835","title":"Integration of Disaster Imagination Game and Geographic Information System Methods in Mapping Earthquake Disaster Risk in Botteng Village, Mamuju Regency","year":2024,"lang":"","type":"article","venue":"Jurnal Geografi Gea","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":"Encana (Canada)","funders":"","keywords":"Geographic information system; Disaster risk reduction; Citizen journalism; Scale (ratio); Risk management; Emergency management; Information system; Disaster research","score_opus":0.01288804402400409,"score_gpt":0.3034847547949248,"score_spread":0.29059671077092075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127897547","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":[0.9519865,0.0038641607,0.024126105,0.00053304166,0.0016947292,0.0011605967,0.000029924637,0.00007585762,0.016529066],"genre_scores_gemma":[0.9957424,0.0021126487,0.001516933,0.00004023525,0.00015557015,0.00005094083,0.000017666234,0.000020796655,0.00034280538],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99487406,0.0012929629,0.0016915436,0.0005769293,0.00087281375,0.0006916814],"domain_scores_gemma":[0.99848384,0.0002777962,0.0006115168,0.00031233687,0.00015679211,0.0001577225],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0046974206,0.0004142862,0.00055994303,0.0023244654,0.00021708562,0.0010196524,0.00040496196,0.00026105955,0.00007008672],"category_scores_gemma":[0.00018934369,0.0003702059,0.00023366958,0.003278283,0.0005542523,0.0040817223,0.00023475729,0.0006706373,0.00003123995],"study_design_candidate":"observational","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":[0.000080656886,0.00010948988,0.13423799,0.0018489164,0.00009071936,0.000027212076,0.14807135,0.00027303948,0.00036820263,0.010559235,0.0000441858,0.704289],"study_design_scores_gemma":[0.0009830906,0.00016672605,0.747114,0.004706867,0.00016643753,0.000011966696,0.17035738,0.06776293,0.00003650171,0.0019425503,0.0060894196,0.0006621247],"about_ca_topic_score_codex":0.0017545308,"about_ca_topic_score_gemma":0.0015242577,"teacher_disagreement_score":0.7036269,"about_ca_system_score_codex":0.00018025859,"about_ca_system_score_gemma":0.000087591536,"threshold_uncertainty_score":0.999875},"labels":[],"label_agreement":null},{"id":"W7128441933","doi":"10.47472/svwrhu5x","title":"Reframing Urban Resilience Through Opportunity-Oriented Planning: Lessons From the Housing Crisis in China and Canada","year":2025,"lang":"","type":"article","venue":"","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; China; Resilience (materials science); Urban resilience; Context (archaeology); Psychological resilience","score_opus":0.02370270779642947,"score_gpt":0.3128173464029877,"score_spread":0.2891146386065582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128441933","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":[0.731743,0.0018886593,0.0011191127,0.047586463,0.0013553373,0.0005365154,0.000022207396,0.000042621097,0.2157061],"genre_scores_gemma":[0.98615813,0.00070992985,0.00017527616,0.0035610062,0.00010365968,0.000010039291,0.00000601855,0.000010505588,0.009265442],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99655956,0.00051997224,0.00056421803,0.0008235926,0.0007342442,0.0007984176],"domain_scores_gemma":[0.9984821,0.00056841556,0.000199627,0.0005179004,0.00005443488,0.00017748628],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008395536,0.00031654697,0.00036196955,0.00009568009,0.0019861353,0.00047503354,0.0009584389,0.00013772243,0.00018533113],"category_scores_gemma":[0.0004409007,0.00024223347,0.000051193467,0.0014488219,0.00078771275,0.0006721074,0.0006541066,0.00048486242,0.0000014981249],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012079926,0.00021725416,0.4557541,0.000093155606,0.00015297886,0.0001886317,0.20348142,0.00038972325,0.000041096293,0.12446083,0.20207497,0.013025014],"study_design_scores_gemma":[0.0006387134,0.000031869087,0.15325285,0.0008135925,0.0001231225,3.2950388e-7,0.696268,0.0013371833,0.000042717846,0.0051655476,0.14178216,0.0005438951],"about_ca_topic_score_codex":0.9742017,"about_ca_topic_score_gemma":0.96639323,"teacher_disagreement_score":0.4927866,"about_ca_system_score_codex":0.0002907813,"about_ca_system_score_gemma":0.0015580875,"threshold_uncertainty_score":0.9993131},"labels":[],"label_agreement":null},{"id":"W7128528214","doi":"10.64903/1480-6800.22.3.231","title":"The Difficult Choice between Exurbanization and Coexistence of the City and the Gas Industry in the Gas Field of Hassi R'Mel, Algeria","year":2019,"lang":"","type":"article","venue":"Arab world geographer","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Relocation; Locality; Residence; Natural gas field; Field (mathematics)","score_opus":0.013633532044899463,"score_gpt":0.26561963199051114,"score_spread":0.25198609994561166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128528214","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":[0.95047635,0.0013430968,0.00000397307,0.013461783,0.0003212862,0.0010707685,0.000004111033,0.0000059071376,0.033312704],"genre_scores_gemma":[0.9952977,0.0007825694,0.0000042239,0.0004782681,0.00009475753,0.000017548004,8.1637745e-7,0.0000069131597,0.0033172441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973003,0.0008570848,0.00048361247,0.00034064698,0.000645208,0.0003731182],"domain_scores_gemma":[0.9970252,0.0017623357,0.0004697146,0.00058813125,0.00010824994,0.0000463784],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018183268,0.00020419169,0.0002973696,0.000065066975,0.0007259288,0.0002493728,0.0011522255,0.00018760609,0.00011757863],"category_scores_gemma":[0.0002842537,0.00008775417,0.00011025661,0.0023030466,0.0028919212,0.00023174529,0.00037098737,0.0006515437,0.0000020498294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041870393,0.00004864551,0.9689287,0.00003532081,0.000046016885,2.2485737e-7,0.010707847,0.000008755175,0.000016047336,0.013553413,0.0007450153,0.005868151],"study_design_scores_gemma":[0.00079626933,0.000051966646,0.97008103,0.00018197362,0.00010896489,2.716764e-7,0.018569022,0.00007243647,0.000039772825,0.0028100798,0.007148077,0.00014013398],"about_ca_topic_score_codex":0.002747694,"about_ca_topic_score_gemma":0.007562444,"teacher_disagreement_score":0.04482129,"about_ca_system_score_codex":0.0000076147608,"about_ca_system_score_gemma":0.000040018356,"threshold_uncertainty_score":0.99982166},"labels":[],"label_agreement":null},{"id":"W7128948315","doi":"10.5281/zenodo.18648669","title":"Governance Vacuum Correction Standard (GTS v5.1): A Non-Binding Framework for Institutional Latency Reduction in High-Risk Environments","year":2025,"lang":"en","type":"article","venue":"Open MIND","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":"Institute on Governance","funders":"","keywords":"Ambiguity; Accountability; Corporate governance; Transparency (behavior); Normative; Interface (matter)","score_opus":0.015579893494505953,"score_gpt":0.31798309308545286,"score_spread":0.3024031995909469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128948315","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":[0.9230888,0.00003889823,0.019397337,0.0006778487,0.0033389512,0.0010598799,0.000032081985,0.0000027464341,0.052363437],"genre_scores_gemma":[0.9499872,0.00016892876,0.00469078,0.000013814418,0.00009386023,0.000059859984,0.000009471616,0.0000035257463,0.044972572],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990423,0.000053061525,0.00017167932,0.00029199006,0.00023245813,0.00020856607],"domain_scores_gemma":[0.9996834,0.00005176237,0.000114364826,0.00010828646,0.000012802952,0.000029395827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053323456,0.00007838307,0.0001124249,0.000055841618,0.0005339583,0.0002407539,0.00032344784,0.000087324006,0.00024550996],"category_scores_gemma":[0.00012623539,0.000079645084,0.000029898727,0.00032334312,0.00012850069,0.0007311473,0.00008561502,0.00011735904,0.000057836987],"study_design_candidate":"design_other","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":[0.00057841494,0.00036099178,0.045456227,0.000022688775,0.00007587325,0.000007465222,0.013761097,0.0012691434,0.00065060373,0.05861113,0.005586417,0.87362],"study_design_scores_gemma":[0.0031587023,0.0002485463,0.21327554,0.001306365,0.00013133037,7.4665627e-7,0.019238383,0.00083133427,0.0040764604,0.03807924,0.71891904,0.0007343342],"about_ca_topic_score_codex":0.00095638394,"about_ca_topic_score_gemma":0.0010996475,"teacher_disagreement_score":0.87288564,"about_ca_system_score_codex":0.0003293162,"about_ca_system_score_gemma":0.00014059807,"threshold_uncertainty_score":0.41068298},"labels":[],"label_agreement":null},{"id":"W7128973851","doi":"10.5281/zenodo.18648670","title":"Governance Vacuum Correction Standard (GTS v5.1): A Non-Binding Framework for Institutional Latency Reduction in High-Risk Environments","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Disaster Management and Resilience","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":"Institute on Governance","funders":"","keywords":"Ambiguity; Accountability; Corporate governance; Transparency (behavior); Normative; Interface (matter)","score_opus":0.014472973058763678,"score_gpt":0.26333685589905576,"score_spread":0.24886388284029207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128973851","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":[0.5122348,0.00014336467,0.24210295,0.0031040376,0.003941873,0.0026029884,0.00030284162,0.00056689413,0.23500027],"genre_scores_gemma":[0.9871847,0.0004507672,0.0006137093,0.000033193795,0.0001486945,3.9339986e-7,0.00015728813,0.0001309428,0.011280336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856454,0.00019752738,0.00020218155,0.00034794342,0.00038131967,0.0003064805],"domain_scores_gemma":[0.9995288,0.00003273911,0.000118594886,0.00017257486,0.00008827677,0.000059011323],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008067356,0.00009375113,0.00010492642,0.00016466332,0.0029119102,0.000503334,0.0004979321,0.000080845784,0.00071245537],"category_scores_gemma":[0.0006554055,0.000104212726,0.00003760569,0.0006897982,0.00023510173,0.000555741,0.00023971926,0.00021160343,0.0003613894],"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":[0.00056972465,0.00043941746,0.0006807336,0.00011348409,0.00009439662,0.000008571569,0.011796884,0.0013699661,0.001904546,0.42702112,0.13523023,0.42077094],"study_design_scores_gemma":[0.0006917082,0.00012486352,0.013586863,0.0001794925,0.000020569716,0.0000014804625,0.002676377,0.00035957262,0.0002852978,0.0066105146,0.9752867,0.00017656753],"about_ca_topic_score_codex":0.00021675919,"about_ca_topic_score_gemma":0.000011965284,"teacher_disagreement_score":0.8400565,"about_ca_system_score_codex":0.0005436194,"about_ca_system_score_gemma":0.000013951189,"threshold_uncertainty_score":0.99838614},"labels":[],"label_agreement":null},{"id":"W7131800065","doi":"10.3917/psca.044.0096","title":"Une rencontre involontaire avec le néant, gestion des crises et catastrophes en Suède","year":2006,"lang":"fr","type":"article","venue":"Psy Cause","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Government (linguistics); Perspective (graphical); Field (mathematics); Subject (documents)","score_opus":0.03143984901895475,"score_gpt":0.2957850134051379,"score_spread":0.26434516438618316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131800065","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":[0.8534837,0.005588869,0.0007493855,0.051504795,0.0012423046,0.0003840411,0.000047782953,0.00015663504,0.08684254],"genre_scores_gemma":[0.90728486,0.00093272486,0.0004371104,0.00020863401,0.00047341626,0.000014913386,0.00003781655,0.000017219443,0.09059331],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99809134,0.00040091499,0.0002683381,0.00036781369,0.0003438459,0.0005277682],"domain_scores_gemma":[0.9993286,0.00012864897,0.00012083055,0.00023949382,0.00006899278,0.000113392714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040686532,0.00020302183,0.00020162892,0.0000728037,0.00050980964,0.00020521383,0.00034802067,0.00014477751,0.00018351214],"category_scores_gemma":[0.00009666204,0.00020629351,0.00008911139,0.0005078244,0.0010574365,0.0007983723,0.00010044564,0.00016161773,0.00028103654],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010851031,0.0015260591,0.09698853,0.00044172257,0.00019177848,0.00049170066,0.09466583,0.0019426661,0.0013588609,0.2227693,0.39857903,0.18093601],"study_design_scores_gemma":[0.0010768013,0.0002003076,0.61841017,0.00048814245,0.00032035593,0.000012532071,0.030709617,0.00030642914,0.0003735309,0.038708806,0.30855632,0.0008369834],"about_ca_topic_score_codex":0.12426566,"about_ca_topic_score_gemma":0.1848702,"teacher_disagreement_score":0.5214217,"about_ca_system_score_codex":0.00014053538,"about_ca_system_score_gemma":0.00013302895,"threshold_uncertainty_score":0.8815659},"labels":[],"label_agreement":null},{"id":"W7132912567","doi":"","title":"How Depth of Social Learning Affects Post-flood Depth of Adaptation","year":2022,"lang":"","type":"dissertation","venue":"TSpace","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":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Social learning; Adaptation (eye); Politics; Policy learning; Power (physics); Empirical research; Affect (linguistics)","score_opus":0.021995247187475028,"score_gpt":0.3396511492646729,"score_spread":0.31765590207719785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132912567","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":[0.8494038,0.0005642628,0.0002200034,0.00066159206,0.0011715778,0.00089560426,0.0000059092977,0.000051210096,0.14702605],"genre_scores_gemma":[0.87762946,0.00021066144,0.00011078547,0.00001548297,0.00016093129,0.000036109985,0.00025492354,0.000039409748,0.121542215],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958707,0.0008538255,0.0004120237,0.00059047743,0.0017244758,0.0005484613],"domain_scores_gemma":[0.9974301,0.00022681963,0.0016935291,0.00020417989,0.00034442014,0.00010094584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078455475,0.00038767103,0.00067526504,0.0003652679,0.0010468544,0.00015498722,0.0007562213,0.00029615714,0.00085365924],"category_scores_gemma":[0.00041602823,0.00043070046,0.00038576717,0.0012548231,0.0003854248,0.00040964046,0.0001606295,0.00053747324,0.000010300452],"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":[0.0003956468,0.00039381106,0.0019025132,0.0013860135,0.0002875122,0.000009013505,0.9153249,0.001151068,0.0080056805,0.011423364,0.00039169675,0.05932876],"study_design_scores_gemma":[0.00057899003,0.000651829,0.025274027,0.00014576972,0.0003687947,2.234784e-7,0.96420723,0.0005138592,0.0010977027,0.000072848015,0.0066355085,0.0004532317],"about_ca_topic_score_codex":0.0020813516,"about_ca_topic_score_gemma":0.009408816,"teacher_disagreement_score":0.058875527,"about_ca_system_score_codex":0.00010170502,"about_ca_system_score_gemma":0.000441484,"threshold_uncertainty_score":0.99981445},"labels":[],"label_agreement":null},{"id":"W7133022360","doi":"","title":"&apos;Artificial&apos; Land and &apos;Natural&apos; Disaster: Hazard and Vulnerability on Created Urban Land","year":2011,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hazard; Vulnerability (computing); Threatened species; Wetland; Land use; Land-use planning; Geographic information system; Natural (archaeology); Natural disaster","score_opus":0.061534478933634194,"score_gpt":0.3953383289601054,"score_spread":0.3338038500264712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133022360","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":[0.8507586,0.0011041204,0.0000025061063,0.0005337028,0.0010610914,0.0008374179,0.000018321443,0.0001984257,0.14548579],"genre_scores_gemma":[0.8653394,0.000586536,0.000044835506,0.000115236064,0.00037790142,0.00004206345,0.00024045374,0.00005237709,0.13320123],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.996729,0.00040591706,0.00043254142,0.0010188025,0.00070518453,0.0007085642],"domain_scores_gemma":[0.9984489,0.00022641644,0.0003296438,0.0005090623,0.00015364477,0.00033230384],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000717694,0.0005562895,0.00063102244,0.00023023726,0.00092091656,0.0005689722,0.0004684924,0.00045917073,0.0003252145],"category_scores_gemma":[0.00024610898,0.00047280703,0.00012156265,0.00036578684,0.0005562034,0.00034204795,0.00010775611,0.00056356547,0.000088516965],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035272995,0.0012221324,0.17522524,0.0019380619,0.0007219622,0.0001454407,0.67659074,0.000009391481,0.0014847118,0.020714618,0.03305423,0.08536617],"study_design_scores_gemma":[0.0048954994,0.002110239,0.4260047,0.0029010887,0.00203256,0.00001254768,0.28068733,0.00043612652,0.0021964319,0.012482525,0.25902787,0.007213108],"about_ca_topic_score_codex":0.0078735,"about_ca_topic_score_gemma":0.063359894,"teacher_disagreement_score":0.3959034,"about_ca_system_score_codex":0.00007416093,"about_ca_system_score_gemma":0.00011571502,"threshold_uncertainty_score":0.99977237},"labels":[],"label_agreement":null},{"id":"W7133190015","doi":"10.18280/ijsse.151211","title":"A Hybrid Model of Disaster-Resilient Schools in Padang City, Indonesia","year":2025,"lang":"","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.008459758603146447,"score_gpt":0.26209567075729046,"score_spread":0.253635912154144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133190015","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":[0.9713936,0.0011911165,0.019091351,0.0021449225,0.0020017927,0.00017740768,0.00002489715,0.000007014003,0.0039679306],"genre_scores_gemma":[0.99674267,0.0026192355,0.00022777959,0.00006216893,0.00016721032,8.2666617e-7,0.0000011992006,0.0000062542094,0.00017266502],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977621,0.00006057979,0.0009811514,0.00018494183,0.0007605638,0.00025070473],"domain_scores_gemma":[0.9989584,0.0001305025,0.00035966557,0.00009575075,0.00034890496,0.00010679466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090933836,0.00017802857,0.00038332026,0.0006300407,0.00006284881,0.00012245374,0.00070920895,0.00007920844,0.00002065056],"category_scores_gemma":[0.00026282147,0.00017885037,0.00015503884,0.00028387224,0.00013470382,0.0005140165,0.00029987542,0.00043753293,5.9245536e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019720215,0.001313284,0.0587811,0.00081843056,0.0012671689,0.00024383009,0.041691393,0.6088257,0.0022214444,0.25234768,0.0005350731,0.029982874],"study_design_scores_gemma":[0.0062329182,0.00025107208,0.043568313,0.008916429,0.00024243226,0.000027508479,0.017580057,0.8874519,0.0012520633,0.022490596,0.01107502,0.00091167464],"about_ca_topic_score_codex":0.00009051341,"about_ca_topic_score_gemma":0.00006690745,"teacher_disagreement_score":0.2786262,"about_ca_system_score_codex":0.00017683912,"about_ca_system_score_gemma":0.00018049397,"threshold_uncertainty_score":0.7293306},"labels":[],"label_agreement":null},{"id":"W7133355315","doi":"10.7202/1123617ar","title":"Inondations récurrentes : la relation complexe entre la santé mentale et la difficile décision de rester ou de quitter","year":2025,"lang":"en","type":"article","venue":"Santé mentale au Québec","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":true,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais; Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Elderly people; Life style; Qualitative analysis","score_opus":0.013890831149602758,"score_gpt":0.35219576731787144,"score_spread":0.3383049361682687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133355315","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":[0.69042706,0.00012112339,0.00063841534,0.0014832509,0.00015607322,0.00026887952,0.000013855006,0.00007639973,0.3068149],"genre_scores_gemma":[0.98586994,0.000113142814,0.00026505793,0.0005284096,0.00006743025,0.000036737933,0.000041070605,0.000011320529,0.013066912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979339,0.00082553714,0.0002486318,0.00028852597,0.00033549595,0.00036786855],"domain_scores_gemma":[0.999008,0.00059563434,0.000091114416,0.00019648077,0.000022703167,0.00008608354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088329584,0.0001514742,0.00014169153,0.00013516426,0.0006186862,0.0002221497,0.00033432088,0.00009361718,0.0006122243],"category_scores_gemma":[0.000096439595,0.00014252658,0.00008602894,0.00026288626,0.00041238437,0.00037378052,0.00020459467,0.00016393684,0.0001216276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010160489,0.0011768506,0.58693343,0.0001300752,0.00012469444,0.000034290173,0.18114024,0.00009993891,0.005717933,0.06662498,0.044147383,0.11376856],"study_design_scores_gemma":[0.0012073873,0.000047218586,0.48144078,0.00041830505,0.00011345879,0.0000034993825,0.072534025,0.00046301982,0.0005854509,0.0025730135,0.44023278,0.0003810355],"about_ca_topic_score_codex":0.017561497,"about_ca_topic_score_gemma":0.06229636,"teacher_disagreement_score":0.3960854,"about_ca_system_score_codex":0.0005554046,"about_ca_system_score_gemma":0.000624026,"threshold_uncertainty_score":0.98898065},"labels":[],"label_agreement":null},{"id":"W7134483676","doi":"","title":"Living with a constant flood risk ? : Ethnography of a wealthy neighbourhood in a threatened area.","year":2014,"lang":"fr","type":"article","venue":"theses.fr (ABES)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Nova scotia; Flood myth; Context (archaeology)","score_opus":0.01842811825314308,"score_gpt":0.2589236180811219,"score_spread":0.24049549982797883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134483676","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":[0.59294605,0.001775359,0.00061388424,0.00083374325,0.0003155289,0.00047312697,0.000015853093,0.000052524603,0.40297395],"genre_scores_gemma":[0.99656266,0.002022527,0.0004905918,0.00015521284,0.00012602113,0.000031900207,0.0000011696519,0.000029262806,0.00058066845],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9962992,0.000988239,0.00053628,0.0005383087,0.00072109647,0.0009168441],"domain_scores_gemma":[0.997916,0.00077606057,0.00046897182,0.00050377386,0.000103161496,0.00023203681],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020356402,0.00034483642,0.00060398446,0.00032796807,0.00030219782,0.00010623339,0.000693296,0.0001847314,0.00062094117],"category_scores_gemma":[0.00023854355,0.00027481315,0.0001717737,0.001801086,0.0017752595,0.000427565,0.00019128539,0.0003586416,0.00006348182],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118510674,0.0010752205,0.4481909,0.00033537697,0.00022882079,0.000020893205,0.14650534,0.00026029613,0.0000632897,0.32026953,0.00004912607,0.08288269],"study_design_scores_gemma":[0.0058589936,0.0035104607,0.35816288,0.011340436,0.0012151645,0.000012966398,0.53082395,0.0065686735,0.00021486079,0.050895553,0.028852092,0.0025439546],"about_ca_topic_score_codex":0.025978835,"about_ca_topic_score_gemma":0.029649094,"teacher_disagreement_score":0.4036166,"about_ca_system_score_codex":0.00006215595,"about_ca_system_score_gemma":0.00014330322,"threshold_uncertainty_score":0.9999704},"labels":[],"label_agreement":null},{"id":"W7135386370","doi":"10.1007/s11069-017-3071-4/fulltext.html","title":"Reconsidering disaster resilience: a nonlinear systems paradigm in agricultural communities in Southern Africa","year":2017,"lang":"en","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","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":"Institute on Governance","funders":"","keywords":"Livelihood; Resilience (materials science); Psychological resilience; Function (biology); Community resilience; Natural disaster; Agriculture; Socio-ecological system","score_opus":0.11848738347005741,"score_gpt":0.30483390171707103,"score_spread":0.18634651824701362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135386370","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":[0.6408992,0.0008966316,0.000026147414,0.0008568591,0.00005261261,0.00058392575,0.000022478522,0.00001199924,0.35665017],"genre_scores_gemma":[0.6595457,0.00021996461,0.000055311186,0.0000024204921,0.000012117689,1.87751e-7,0.0000044003573,0.0000049176156,0.34015498],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99662864,0.0014124175,0.00019429589,0.0002902823,0.0008367734,0.0006375596],"domain_scores_gemma":[0.99815226,0.00046653842,0.0002718894,0.00077396736,0.00018610858,0.00014926013],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0029078901,0.00014441923,0.0003690867,0.00023359801,0.002930735,0.00015343651,0.0029177929,0.000121759294,0.029987145],"category_scores_gemma":[0.00012817772,0.0001409167,0.000112656075,0.0005155178,0.003061453,0.0010031499,0.0013775842,0.00037840733,0.006466997],"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":[0.00082477595,0.00033809355,0.0011507046,0.00024483888,0.00011365825,0.00035517095,0.6688208,0.0010441751,0.0005886124,0.002024552,0.32168633,0.0028082782],"study_design_scores_gemma":[0.00080355996,0.00006416177,0.020196132,0.00027226546,0.000016621214,9.909282e-7,0.715055,0.00041070496,0.000017448838,0.00002149427,0.26297134,0.0001703175],"about_ca_topic_score_codex":0.037478764,"about_ca_topic_score_gemma":0.18533418,"teacher_disagreement_score":0.1478554,"about_ca_system_score_codex":0.0003050505,"about_ca_system_score_gemma":0.00023187957,"threshold_uncertainty_score":0.9996517},"labels":[],"label_agreement":null},{"id":"W7135397412","doi":"10.69739/jece.v2i2.1701","title":"Leveraging FEMA Hazard Mitigation Funding to Preserve Affordable Housing in Climate-Vulnerable Communities: A Narrative Policy Review","year":2025,"lang":"","type":"article","venue":"Journal of Environment Climate and Ecology","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":"Institute on Governance","funders":"","keywords":"Affordable housing; Corporate governance; Hazard; Equity (law); Resilience (materials science); Agency (philosophy); Emergency management; Subsidized housing","score_opus":0.025943454585371555,"score_gpt":0.32052522935260763,"score_spread":0.29458177476723607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135397412","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":[0.95845616,0.006555069,0.00007891244,0.019334713,0.0005496329,0.0007565571,0.0000052446003,0.0000067098417,0.014257],"genre_scores_gemma":[0.7839807,0.21261388,0.0002442934,0.0023819753,0.00010205873,0.000018959974,0.0000027503536,0.000010877689,0.0006444537],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99620223,0.0011042071,0.0011544984,0.00025976668,0.0003445964,0.0009346984],"domain_scores_gemma":[0.9984178,0.000416828,0.0007267079,0.00021822394,0.000041166775,0.00017928921],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00425687,0.0002666228,0.0007768688,0.0006214448,0.001224847,0.00021134791,0.00047672304,0.0001418209,0.0005630409],"category_scores_gemma":[0.00018322498,0.0002548791,0.0001263618,0.0005837968,0.00037005838,0.00083475927,0.0006743996,0.00050824776,0.000018235887],"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":[0.00071074045,0.001741018,0.5503751,0.009850294,0.0006218077,0.00020592369,0.37368402,0.02423498,0.0007073206,0.012604862,0.006295475,0.018968446],"study_design_scores_gemma":[0.0036515116,0.0017962855,0.13008532,0.023270126,0.00065166975,0.000024394652,0.7522597,0.0017750981,0.00009925586,0.00409049,0.08122396,0.001072227],"about_ca_topic_score_codex":0.00031419168,"about_ca_topic_score_gemma":0.0014684129,"teacher_disagreement_score":0.42028978,"about_ca_system_score_codex":0.0006839253,"about_ca_system_score_gemma":0.0001521265,"threshold_uncertainty_score":0.99999034},"labels":[],"label_agreement":null},{"id":"W7135506312","doi":"","title":"Multi-Organizational Coordination for Disaster Recovery: The Story of Post-tsunami Tamil Nadu, India","year":2013,"lang":"en","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Tamil; Government (linguistics); Work (physics); Natural disaster","score_opus":0.028226770847500006,"score_gpt":0.2767359154264827,"score_spread":0.24850914457898268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135506312","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":[0.81039757,0.0008052784,0.004698035,0.0072471728,0.00016415952,0.0032740112,0.00016083926,0.000031882926,0.17322105],"genre_scores_gemma":[0.5863993,0.000078692174,0.00040077083,0.000024052735,0.000013616151,3.326305e-7,0.000026118714,0.0000070323736,0.41305006],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971177,0.0011349806,0.00014198746,0.00028534498,0.00092398166,0.00039601713],"domain_scores_gemma":[0.99689597,0.00095397455,0.0002699438,0.00038815924,0.0013665834,0.00012538554],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023003682,0.00012014945,0.00024249262,0.00017454367,0.002558216,0.00004286974,0.0017230664,0.000108880005,0.11593966],"category_scores_gemma":[0.00033937112,0.00010897526,0.00016083742,0.00083727564,0.0021385602,0.0008321114,0.000677566,0.00021578862,0.0064768316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028387003,0.0001746145,0.000048660822,0.000094228126,0.00015387635,0.000003720052,0.03527394,0.000085071166,0.0050196215,0.0018979462,0.9532843,0.0036801582],"study_design_scores_gemma":[0.0015920231,0.00032485597,0.06140542,0.00007496289,0.00010116444,4.9449034e-7,0.26967788,0.00068469264,0.00041446605,0.00006368331,0.66542816,0.0002322071],"about_ca_topic_score_codex":0.0034057426,"about_ca_topic_score_gemma":0.0044796723,"teacher_disagreement_score":0.28785613,"about_ca_system_score_codex":0.00024022267,"about_ca_system_score_gemma":0.00041717492,"threshold_uncertainty_score":0.9987403},"labels":[],"label_agreement":null},{"id":"W7140154869","doi":"","title":"Protecting After the Fact: Reactiveness, Fragmentation and Disconnection in Canadian Hazard Governance","year":2021,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Disconnection; Multi-level governance; Government (linguistics); Emergency management; Jurisdiction; Fragmentation (computing); Survey data collection","score_opus":0.020265270351006098,"score_gpt":0.3308141935115197,"score_spread":0.3105489231605136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7140154869","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":[0.8543292,0.00019792758,0.0000015843418,0.00057011814,0.0003428492,0.0008893667,0.0000075638027,6.2634854e-7,0.14366072],"genre_scores_gemma":[0.96381366,0.000113247406,0.000042267508,0.000022071807,0.00005896371,0.0001550077,0.000061136154,0.000007213685,0.03572645],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990341,0.00015686553,0.0001244259,0.00028016767,0.00019329567,0.00021110885],"domain_scores_gemma":[0.9996573,0.00003966271,0.000119322154,0.00009845946,0.0000308731,0.000054435925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053019536,0.00009355261,0.00010495942,0.000040804112,0.00043655233,0.0006484267,0.00023328981,0.00009207956,0.0007577311],"category_scores_gemma":[0.00011796216,0.000077517056,0.000019193578,0.00021403276,0.000045981742,0.00049278175,0.000033545388,0.00018070253,0.000014535263],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016971338,0.00005014244,0.04320399,0.00009070979,0.000046795696,0.000064758045,0.23904288,0.000020353766,0.0001689611,0.00053478405,0.0001701614,0.71643674],"study_design_scores_gemma":[0.00027021742,0.000016302076,0.5678233,0.0007614764,0.00004710933,5.943425e-7,0.31621122,0.00004387975,0.00038753825,0.00022605297,0.113844596,0.00036769634],"about_ca_topic_score_codex":0.5530244,"about_ca_topic_score_gemma":0.994757,"teacher_disagreement_score":0.71606904,"about_ca_system_score_codex":0.00021967672,"about_ca_system_score_gemma":0.000451395,"threshold_uncertainty_score":0.8296624},"labels":[],"label_agreement":null},{"id":"W7143642262","doi":"10.71465/ajainn624","title":"The Role of AI in Advancing Humanitarian Aid and Crisis Management","year":2024,"lang":"","type":"article","venue":"American Journal of Artificial Intelligence and Neural Networks","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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Humanitarian aid; Crisis management; Humanitarian crisis; Refugee; Refugee crisis; Emergency management; Disaster response; Focus (optics)","score_opus":0.012355842800894166,"score_gpt":0.2936385141267257,"score_spread":0.2812826713258315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7143642262","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":[0.9308997,0.0437517,0.009980098,0.009695148,0.0026356534,0.0005164471,0.0000018355641,0.000017591583,0.0025018342],"genre_scores_gemma":[0.9741069,0.025127392,0.00008232399,0.00022620065,0.00037708116,0.0000021353364,1.3902121e-7,0.000012173895,0.00006567544],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99754393,0.00027492532,0.00097344565,0.00028677075,0.00041052856,0.000510382],"domain_scores_gemma":[0.99885315,0.00039020277,0.00038313665,0.00013177739,0.00008312173,0.0001586239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013654769,0.00020170498,0.00037899872,0.00024455623,0.00042555676,0.0005005727,0.00043325417,0.00004551122,0.000021991993],"category_scores_gemma":[0.000029783065,0.00014544389,0.00012488295,0.0010425955,0.0016445995,0.00055480126,0.00017963,0.00053207634,0.0000014465907],"study_design_candidate":"design_other","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":[0.00013327267,0.000048144862,0.0010608423,0.000027155353,0.00008117474,0.00007152804,0.007781787,0.0044106636,0.000022882734,0.035684172,0.00010424758,0.9505741],"study_design_scores_gemma":[0.000061378945,0.0017105857,0.0010337152,0.0009009009,0.00029664626,0.000026344653,0.6269919,0.29313934,0.00016458335,0.06335823,0.011867052,0.00044931812],"about_ca_topic_score_codex":0.00053963513,"about_ca_topic_score_gemma":0.0012570954,"teacher_disagreement_score":0.9501248,"about_ca_system_score_codex":0.00003700862,"about_ca_system_score_gemma":0.000037148657,"threshold_uncertainty_score":0.60595953},"labels":[],"label_agreement":null},{"id":"W7144255045","doi":"10.34382/00015101","title":"Foreword for Special Issue : Summary and Discussion of the Webinar on Social Sustainability for the Prevention against the Water Disaster in Japan, Korea, Thailand, Cambodia, Indonesia, Norway, Sweden and Canada","year":2021,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Natural disaster; Emergency management; Social sustainability; Disaster preparedness","score_opus":0.014923231202513173,"score_gpt":0.27852487803341425,"score_spread":0.2636016468309011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7144255045","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":[0.96993816,0.00009529154,0.00019252542,0.023244394,0.0020296571,0.0017332726,0.00043565047,0.0000064391006,0.0023246272],"genre_scores_gemma":[0.99133265,0.00004365909,0.000021373296,0.00015405842,0.0018405332,0.00016075798,0.00011683623,0.0000059826352,0.0063241315],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985679,0.0001653211,0.00026195263,0.00028849838,0.00044811468,0.00026823723],"domain_scores_gemma":[0.99914813,0.0003135117,0.00009332389,0.00023499147,0.00016845597,0.000041583367],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005731859,0.00012772682,0.00014740019,0.000022176599,0.0018674878,0.000119564065,0.00026955275,0.00005643388,0.000008834014],"category_scores_gemma":[0.0002927297,0.00005162637,0.00006824563,0.00013018273,0.00089435885,0.00033625585,0.0002770776,0.000112299786,1.8957981e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026918023,0.000895232,0.42964783,0.0014294127,0.00031443784,0.000059178496,0.061556578,0.00037335075,0.0010457376,0.3031817,0.13308936,0.06571535],"study_design_scores_gemma":[0.0013580703,0.000074464086,0.17607483,0.0002445576,0.00012426957,0.0000038914295,0.06687779,0.00013533271,0.0008671139,0.0030457973,0.7508788,0.00031508112],"about_ca_topic_score_codex":0.038788937,"about_ca_topic_score_gemma":0.62650645,"teacher_disagreement_score":0.61778945,"about_ca_system_score_codex":0.0002171946,"about_ca_system_score_gemma":0.00078837865,"threshold_uncertainty_score":0.99943197},"labels":[],"label_agreement":null},{"id":"W7146104771","doi":"","title":"The Natural Disaster Governance in Canada : A Case of 2019 Ottawa-Gatineau Flooding","year":2021,"lang":"ja","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural disaster; Flooding (psychology); Corporate governance; Flood myth; Natural (archaeology); Government (linguistics)","score_opus":0.008655720787697994,"score_gpt":0.2506240296162215,"score_spread":0.2419683088285235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7146104771","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":[0.9320576,0.009048138,0.000028962098,0.0028687268,0.016138993,0.00041905584,0.0010508868,0.00001847636,0.038369115],"genre_scores_gemma":[0.9915144,0.0005724901,0.0001713367,0.00011126083,0.0007188961,0.000016489119,0.000103013976,0.000010040006,0.0067820866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.996578,0.00027964564,0.0007847649,0.0005551475,0.0012188678,0.0005835996],"domain_scores_gemma":[0.99796516,0.00056298816,0.0003931417,0.0006114078,0.0003216048,0.00014570159],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000508676,0.00026636026,0.000306079,0.000031941585,0.0014314001,0.0003084182,0.0006186132,0.00006472025,0.00007216315],"category_scores_gemma":[0.0010751435,0.0002146401,0.00010164561,0.000939342,0.0010172575,0.0010892136,0.0005453423,0.00037124442,0.00001160729],"study_design_candidate":"not_applicable","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":[0.00032902442,0.00056148384,0.043954477,0.0007420842,0.000453555,0.04420556,0.017911287,0.0018440115,0.0022009825,0.8175166,0.061836902,0.008444024],"study_design_scores_gemma":[0.0022239138,0.00007063661,0.026546909,0.0030227185,0.0002630192,0.0016781754,0.1142519,0.0035038458,0.0042129243,0.00034397354,0.8422702,0.0016117919],"about_ca_topic_score_codex":0.89769465,"about_ca_topic_score_gemma":0.9899299,"teacher_disagreement_score":0.81717265,"about_ca_system_score_codex":0.0010616934,"about_ca_system_score_gemma":0.006163422,"threshold_uncertainty_score":0.9998686},"labels":[],"label_agreement":null},{"id":"W7164897185","doi":"10.1080/17153379.2025.12558667","title":"Predicting Disasters: Earthquakes, Scientists, and Uncertainty in Modern Japan","year":2025,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Key (lock)","score_opus":0.01028170375998823,"score_gpt":0.2632510824359401,"score_spread":0.2529693786759519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164897185","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":[0.26062918,0.00023827211,0.00025470412,0.0004159608,0.00035638086,0.00021832864,0.0000025340087,0.000059478076,0.73782516],"genre_scores_gemma":[0.98197675,0.00006553822,0.000048847654,0.000011288424,0.00003503256,0.000012276614,0.0000022830018,0.000003945193,0.01784405],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99880475,0.000101305224,0.00016204912,0.00032133545,0.0002598311,0.00035074426],"domain_scores_gemma":[0.9996377,0.00007771912,0.000039665305,0.00015094192,0.000020498825,0.000073474905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058745506,0.00009147148,0.0001171356,0.00016530005,0.00036343143,0.0002090307,0.00021307793,0.000050228748,0.000026807753],"category_scores_gemma":[0.00010232815,0.00008647955,0.00002771877,0.00055437995,0.00054541335,0.00026352605,0.00010492578,0.000088977344,0.000010534808],"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":[0.000047901332,0.00017629535,0.4475684,0.00014423227,0.00003596632,0.00001432553,0.19282223,0.00070759427,0.00010053605,0.14764586,0.0023308778,0.20840581],"study_design_scores_gemma":[0.0003498685,0.000015836618,0.01471557,0.0001595034,0.000011560733,2.1129861e-7,0.96485037,0.0049393345,0.0000038771614,0.0062776515,0.008515151,0.00016108801],"about_ca_topic_score_codex":0.0005764498,"about_ca_topic_score_gemma":0.0057836305,"teacher_disagreement_score":0.7720281,"about_ca_system_score_codex":0.000056260757,"about_ca_system_score_gemma":0.000062128434,"threshold_uncertainty_score":0.35265338},"labels":[],"label_agreement":null},{"id":"W7164906102","doi":"10.1080/17153379.2015.12557340","title":"The Golden Wave: Culture and Politics after Sri Lanka’s Tsunami Disaster.","year":2015,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Politics","score_opus":0.017897096036019525,"score_gpt":0.26496502419424084,"score_spread":0.24706792815822132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164906102","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014404157,0.00076046766,0.000027597103,0.0013180902,0.00048477986,0.00019477215,0.0000060332545,0.00006110775,0.982743],"genre_scores_gemma":[0.9165835,0.00019344578,0.000052781386,0.000024668492,0.00027674524,0.000015611515,0.0000021163048,0.0000059595095,0.08284518],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99880284,0.000118154494,0.000116312076,0.00019700553,0.00037727653,0.00038838128],"domain_scores_gemma":[0.999437,0.000051227165,0.00004185379,0.0002058649,0.00005026431,0.00021379792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039603532,0.00010763475,0.00009193776,0.00002171371,0.0004111091,0.0003225859,0.00021412002,0.00006374614,0.00003436274],"category_scores_gemma":[0.00008518125,0.00006663565,0.000036005076,0.00013783052,0.00065936823,0.00019725505,0.0001118761,0.000086994674,0.00011019404],"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":[0.00003864602,0.000060027603,0.0070948307,0.000026335692,0.000043072985,0.00003730257,0.7359889,0.0000016953945,0.0000061444903,0.2004951,0.047382902,0.008825042],"study_design_scores_gemma":[0.00010132002,0.000018019147,0.00028643612,0.000009593591,0.000010893691,7.750781e-7,0.62986535,0.000018715835,0.0000010623675,0.0031134295,0.3664843,0.00009008081],"about_ca_topic_score_codex":0.00009413798,"about_ca_topic_score_gemma":0.00051238993,"teacher_disagreement_score":0.9021793,"about_ca_system_score_codex":0.0000468058,"about_ca_system_score_gemma":0.000044889486,"threshold_uncertainty_score":0.31619602},"labels":[],"label_agreement":null},{"id":"W7164910817","doi":"10.1080/17153379.2022.12558086","title":"Roars from the Mountain: Colonial Management of the 1951 Volcanic Disaster at Mount Lamington.","year":2022,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mount; Colonialism; Volcano","score_opus":0.010460627271220884,"score_gpt":0.23383361778783235,"score_spread":0.22337299051661147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164910817","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":[0.3761052,0.0002562682,0.000035436777,0.0039572073,0.0017335902,0.0008959324,0.00007071882,0.000052577278,0.61689305],"genre_scores_gemma":[0.9639162,0.000047778394,0.000019398525,0.000060963062,0.000103121645,0.000087408924,0.0000075999897,0.000011895445,0.035745647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99782234,0.00035054146,0.00021838023,0.00029822,0.0009546864,0.00035584127],"domain_scores_gemma":[0.9991577,0.00011591031,0.00016118036,0.00049859285,0.000019807672,0.000046758563],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005887633,0.00012716353,0.00013233146,0.000024324418,0.0015844245,0.00007368457,0.0011996407,0.000028730807,0.0014148592],"category_scores_gemma":[0.000012839066,0.00008077698,0.00012918269,0.0004464287,0.00060208485,0.0000943553,0.0011399852,0.00014345658,0.00006201529],"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":[0.0002877119,0.0005118872,0.040084645,0.000070657865,0.0004979392,0.00003988996,0.38534766,0.0019153273,0.00030319276,0.4768757,0.08269832,0.011367054],"study_design_scores_gemma":[0.00025194636,0.00002614816,0.0081070755,0.000016581782,0.000061358616,2.6168942e-7,0.6716383,0.00011872051,0.000011653116,0.0013255123,0.31830826,0.00013415565],"about_ca_topic_score_codex":0.0017252449,"about_ca_topic_score_gemma":0.003116928,"teacher_disagreement_score":0.587811,"about_ca_system_score_codex":0.00052942376,"about_ca_system_score_gemma":0.000040120227,"threshold_uncertainty_score":0.9997154},"labels":[],"label_agreement":null},{"id":"W7164916060","doi":"10.1080/17153379.2022.12558159","title":"Earthquake Children: Building Resilience from the Ruins of Tokyo.","year":2022,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Vulnerability (computing); Psychological resilience","score_opus":0.010385792631968767,"score_gpt":0.24631307306497727,"score_spread":0.2359272804330085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164916060","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":[0.28189048,0.00033825255,0.00023238687,0.0011614113,0.0005546891,0.00033679287,0.00004273689,0.00006797515,0.71537524],"genre_scores_gemma":[0.9958055,0.000051390616,0.00013285308,0.000032457305,0.00012779198,0.000020604371,0.0000054614306,0.0000070723345,0.0038168794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9983083,0.0002797394,0.0001784072,0.00025833605,0.0006874511,0.0002877811],"domain_scores_gemma":[0.9992965,0.00018975437,0.00011571556,0.00032077808,0.000021496542,0.000055746095],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00067666644,0.00008538394,0.00011400045,0.000042384054,0.0011421746,0.000060144663,0.000831718,0.000022477827,0.0011239959],"category_scores_gemma":[0.00008576366,0.00006730848,0.00007832113,0.000519764,0.00048614258,0.00013630943,0.00027965073,0.00014750057,0.00002928306],"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":[0.000111967995,0.0004610051,0.18847063,0.000014938476,0.00015926064,0.000019966667,0.28016078,0.0024841877,0.0014394153,0.39233497,0.05974587,0.07459701],"study_design_scores_gemma":[0.00019889447,0.000057524016,0.040579922,0.000015045057,0.000023749508,5.252817e-7,0.88064367,0.000058958834,0.00008361321,0.0032628344,0.07488097,0.00019427866],"about_ca_topic_score_codex":0.0012749705,"about_ca_topic_score_gemma":0.00038418898,"teacher_disagreement_score":0.713915,"about_ca_system_score_codex":0.00003713349,"about_ca_system_score_gemma":0.00006453942,"threshold_uncertainty_score":0.9997891},"labels":[],"label_agreement":null},{"id":"W7164928309","doi":"10.1080/17153379.2017.12559179","title":"Tsunami Recovery in Sri Lanka: Ethnic and Regional Dimensions. Routledge Contemporary South Asia Series; 27.","year":2011,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"South asia; Ethnic group; Indian ocean; Southeast asia","score_opus":0.06212324979140763,"score_gpt":0.26780633104349416,"score_spread":0.20568308125208654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164928309","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":[0.03952984,0.0009581368,0.000022527816,0.00030301028,0.00044351592,0.00028591865,0.0000047650965,0.00007736712,0.9583749],"genre_scores_gemma":[0.9874794,0.00042862265,0.00014813374,0.000022752236,0.000065169595,0.000013884971,0.000005824351,0.000008877017,0.011827363],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986935,0.00019139468,0.00020674389,0.0003302601,0.00026022753,0.0003178349],"domain_scores_gemma":[0.9995079,0.000056927027,0.00008784076,0.00019406118,0.000028340946,0.00012494191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005689945,0.00013278698,0.00017632937,0.00012378277,0.00020174451,0.000043972646,0.00019987703,0.00010410017,0.00017479883],"category_scores_gemma":[0.00006245062,0.0001195882,0.000050556042,0.0003375784,0.00054142147,0.00046351756,0.000095381365,0.00013487885,0.00012283892],"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":[0.00038593909,0.00030490677,0.06924954,0.00007609834,0.00007344496,0.00016977027,0.79463965,0.000004312351,0.00007731019,0.104175985,0.023084749,0.007758319],"study_design_scores_gemma":[0.00035089103,0.00007212393,0.010596348,0.00007011196,0.000009825639,0.000001295587,0.96350867,0.000012722666,0.00000848125,0.00417103,0.020942783,0.00025573588],"about_ca_topic_score_codex":0.00037396263,"about_ca_topic_score_gemma":0.0010089341,"teacher_disagreement_score":0.9479495,"about_ca_system_score_codex":0.000039591727,"about_ca_system_score_gemma":0.00009125211,"threshold_uncertainty_score":0.48766655},"labels":[],"label_agreement":null},{"id":"W7164937703","doi":"10.1080/17153379.2014.12557094","title":"3.11: Disaster and Change in Japan.","year":2014,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.019354097469975705,"score_gpt":0.26817345472210935,"score_spread":0.24881935725213364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164937703","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":[0.11707721,0.00005966147,0.000053833402,0.0008472101,0.00023768007,0.00017407344,6.029029e-7,0.000037115526,0.88151264],"genre_scores_gemma":[0.99383956,0.000055667842,0.00003665758,0.000026178279,0.00015314411,0.000018881212,8.525266e-7,0.0000049072573,0.0058641387],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992389,0.000084493404,0.00008353274,0.00017826026,0.00016990313,0.00024487465],"domain_scores_gemma":[0.99974495,0.000043313707,0.000025472089,0.00010694939,0.00000789857,0.00007138685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037459465,0.0000649985,0.00008489311,0.00006457437,0.00011499962,0.000070718,0.0001261581,0.000038762293,0.00012574608],"category_scores_gemma":[0.000036696973,0.00005666054,0.000017477141,0.00016805257,0.00024189794,0.00022725544,0.000051483017,0.000040877272,0.00008085029],"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":[0.000011369521,0.00008908056,0.273988,0.000043140953,0.0000057610005,0.0000039793636,0.37823886,0.0000010117058,0.000030108204,0.21300505,0.0018542035,0.13272943],"study_design_scores_gemma":[0.00034789596,0.00003761492,0.069236524,0.000048067155,0.0000072761754,2.810987e-7,0.7930052,0.00026007608,0.000003349826,0.0027201478,0.13408968,0.0002438482],"about_ca_topic_score_codex":0.00048812517,"about_ca_topic_score_gemma":0.0045750625,"teacher_disagreement_score":0.8767624,"about_ca_system_score_codex":0.0000149455545,"about_ca_system_score_gemma":0.000005303982,"threshold_uncertainty_score":0.2552992},"labels":[],"label_agreement":null},{"id":"W7164938499","doi":"10.1080/17153379.2017.12559303","title":"Recovering from a Disaster: A Study of the Relief and Reconstruction Process in Sri Lanka after the 2004 Indian Ocean Tsunami.","year":2017,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sri lanka; Indian ocean; Process (computing); Ceylon","score_opus":0.009063520144662319,"score_gpt":0.2543408587136685,"score_spread":0.2452773385690062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164938499","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":[0.9006521,0.000052561296,0.000001015395,0.00025983484,0.00036848962,0.00043911717,0.000005070399,0.000010287111,0.09821149],"genre_scores_gemma":[0.99940574,0.00003955844,0.0000058849864,0.000003088004,0.00006184425,0.000017868475,3.061514e-7,0.0000043611285,0.00046135462],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9990944,0.00013357593,0.00015274873,0.00021224865,0.00023619705,0.00017080184],"domain_scores_gemma":[0.9993667,0.000041921874,0.00016674356,0.0003751456,0.000017632527,0.000031854706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038600742,0.000080956714,0.00011085788,0.00003462694,0.0005262842,0.00019831705,0.0004500718,0.00003919176,0.000028859982],"category_scores_gemma":[0.00009067292,0.000048435246,0.000026699687,0.00011468073,0.0004679486,0.00031955083,0.00012399416,0.00010541401,0.000003464303],"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":[0.000038318925,0.00006723637,0.536925,0.000012695785,0.000013094607,0.0000024107017,0.4538115,0.000005640372,0.000003630063,0.000057214787,0.000024571802,0.009038675],"study_design_scores_gemma":[0.00020238482,0.000025443287,0.13696197,0.0000871188,0.000011642707,2.3397966e-7,0.86153567,0.00001649673,0.0000033891124,0.0009336493,0.00015370565,0.00006828828],"about_ca_topic_score_codex":0.0017023849,"about_ca_topic_score_gemma":0.013327555,"teacher_disagreement_score":0.40772417,"about_ca_system_score_codex":0.000025289162,"about_ca_system_score_gemma":0.000027226048,"threshold_uncertainty_score":0.74370885},"labels":[],"label_agreement":null},{"id":"W7164948486","doi":"10.1080/17153379.2021.12559756","title":"After the Tsunami: Disaster Narratives and the Remaking of Everyday Life in Aceh.","year":2021,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Everyday life; Narrative; Narrative inquiry; Life course approach","score_opus":0.010107575621716582,"score_gpt":0.25310811870615046,"score_spread":0.2430005430844339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164948486","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":[0.24016868,0.001715757,0.000105997,0.0072388034,0.00026675645,0.000280879,0.0000016536342,0.00001350856,0.75020796],"genre_scores_gemma":[0.9933326,0.0001724323,0.00003029008,0.000043647255,0.000053348842,0.000021500107,3.5499082e-7,0.000004132605,0.0063416963],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988042,0.00043613726,0.00015675224,0.00016423746,0.0002581167,0.00018056194],"domain_scores_gemma":[0.9994606,0.000228321,0.00006369915,0.00018600156,0.000028975235,0.00003243801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007493524,0.00006843065,0.00012790044,0.000025514855,0.00018938803,0.00009146317,0.00018059644,0.000031867752,0.00015044531],"category_scores_gemma":[0.00018086175,0.00003735495,0.000046035122,0.0002999679,0.0011400585,0.00015536135,0.000118249154,0.000085081796,0.000008068564],"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":[0.00010059033,0.000042773772,0.026445778,0.00003055311,0.00003008289,0.000012207883,0.91846204,0.000009930023,0.000034051216,0.051782582,0.00059923873,0.0024501497],"study_design_scores_gemma":[0.00024226138,0.000004625974,0.0072518825,0.00004755433,0.0000071881886,3.492011e-7,0.9837708,0.000028406535,0.000005433349,0.0026079305,0.00597413,0.0000594728],"about_ca_topic_score_codex":0.000063192965,"about_ca_topic_score_gemma":0.002561525,"teacher_disagreement_score":0.75316393,"about_ca_system_score_codex":0.000011909712,"about_ca_system_score_gemma":0.00004693353,"threshold_uncertainty_score":0.42005932},"labels":[],"label_agreement":null},{"id":"W757764815","doi":"10.1017/cbo9780511544132.023","title":"The World Trade Center Worker/Volunteer Mental Health Screening Program","year":2006,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ground zero; Acre; Square (algebra); Archaeology; Ground floor; Geography; World trade center; Quarter (Canadian coin); Engineering; Visual arts; Art; Law; Political science; Civil engineering","score_opus":0.023118739303143218,"score_gpt":0.25394477603427984,"score_spread":0.2308260367311366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W757764815","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018625611,0.0003108576,0.000074159914,0.0011667894,0.0004915249,0.001314406,0.000080849626,0.00023690132,0.9963059],"genre_scores_gemma":[0.00074242626,0.00022241077,0.00011547719,0.0001785913,0.00028798712,0.0000023141124,0.00005946962,0.00003219648,0.99835914],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997863,0.0001287566,0.00022636444,0.00046947456,0.00065314677,0.0006592851],"domain_scores_gemma":[0.99903387,0.00006244061,0.0002875432,0.00036298556,0.000037429298,0.00021572155],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00032095757,0.000308287,0.0002774776,0.00014404836,0.0021285552,0.00030460738,0.00096214644,0.0001451069,0.0000081809685],"category_scores_gemma":[0.0000032536004,0.00028080444,0.00025422484,0.000030609175,0.0010702674,0.00014654316,0.00034976844,0.00041785103,0.000010181885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039126597,0.000020967263,0.000023386205,0.000015449652,0.00006631333,0.000022663999,0.00037260287,0.0000010485043,1.2698703e-7,0.46773028,0.4935369,0.03817112],"study_design_scores_gemma":[0.0003429272,0.000031702046,0.00010473994,0.00022604772,0.00003987948,6.001805e-7,0.0007459271,0.00002103559,8.24823e-7,0.0000056237172,0.998193,0.00028764477],"about_ca_topic_score_codex":0.0010395779,"about_ca_topic_score_gemma":0.0016424841,"teacher_disagreement_score":0.50465614,"about_ca_system_score_codex":0.00030496815,"about_ca_system_score_gemma":0.00012577999,"threshold_uncertainty_score":0.9999644},"labels":[],"label_agreement":null},{"id":"W783781754","doi":"10.51644/jesh9002","title":"Preaching to horror-struck people","year":2006,"lang":"en","type":"article","venue":"Consensus","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Art; Aesthetics; Psychology","score_opus":0.010496769859286917,"score_gpt":0.2820271746950109,"score_spread":0.27153040483572394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W783781754","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":[0.5611955,0.00003302674,0.00006836734,0.0015657902,0.000228199,0.00012151468,0.0000010994347,0.00006392219,0.43672258],"genre_scores_gemma":[0.9642913,0.0000020688015,0.00047455935,0.0001507286,0.00017947999,0.0000049954665,9.946276e-7,0.0000046418713,0.034891237],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925005,0.00006176577,0.000092196184,0.00015185768,0.00019724862,0.00024687353],"domain_scores_gemma":[0.99969447,0.00006755347,0.000023376993,0.00011974164,0.000025130363,0.000069735055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020319318,0.00005606265,0.00006915032,0.00004706989,0.00029576596,0.00009144337,0.00017337651,0.000027677834,0.00009944066],"category_scores_gemma":[0.000087846085,0.00005361597,0.000028384608,0.00021626252,0.000089594214,0.000035344863,0.00004990388,0.000040635397,0.0002512499],"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":[0.00003606428,0.00013518115,0.11941065,0.000029805648,0.00001834705,0.00005354376,0.025362972,0.0003131216,0.0015394773,0.5437102,0.2671644,0.042226244],"study_design_scores_gemma":[0.00030063413,0.00003626383,0.13591947,0.000030214773,0.000021374042,0.0000016731401,0.016293418,0.000086547334,0.00013465277,0.010552897,0.8362603,0.00036251234],"about_ca_topic_score_codex":0.0046548634,"about_ca_topic_score_gemma":0.014021752,"teacher_disagreement_score":0.56909597,"about_ca_system_score_codex":0.000025665891,"about_ca_system_score_gemma":0.00003595805,"threshold_uncertainty_score":0.7824467},"labels":[],"label_agreement":null},{"id":"W79726369","doi":"10.71781/2607","title":"Projets des logements à la suite des désastres : analyse du système organisationnel et évaluation de la satisfaction des usagers dans un projet de reconstruction dans la région du Maghreb","year":2010,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Montréal","keywords":"Political science; Humanities; Art","score_opus":0.028091634115433094,"score_gpt":0.32587347742888373,"score_spread":0.29778184331345064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W79726369","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":[0.93326914,0.000035693654,0.004217911,0.00010539206,0.0004454761,0.0015076284,0.000033182572,0.000020813073,0.060364753],"genre_scores_gemma":[0.96761584,0.00055568165,0.026725681,0.0000129846685,0.00016054518,0.00016539039,0.00034263212,0.000053747055,0.0043675075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99359167,0.003637849,0.0006654919,0.0008012539,0.000684795,0.0006189575],"domain_scores_gemma":[0.9979939,0.00043315932,0.00076654326,0.00028806107,0.00031310218,0.00020525401],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0054798215,0.0004888038,0.0003976037,0.00033488087,0.0019094436,0.0019060537,0.00073354447,0.00063775113,0.0010128582],"category_scores_gemma":[0.00072404975,0.00049678836,0.00015258665,0.0009379265,0.0021851296,0.002425218,0.00014922334,0.00043350024,0.00008401078],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066282286,0.00016072691,0.47901008,0.00012861773,0.00013663837,0.000017533672,0.20162162,0.00035198889,0.013931305,0.00043891187,0.000018692479,0.3041176],"study_design_scores_gemma":[0.0006320332,0.0000892889,0.81031764,0.0006413535,0.0006377623,0.000058024765,0.17415187,0.0012731006,0.004337344,0.006966793,0.00040824985,0.00048656735],"about_ca_topic_score_codex":0.017144026,"about_ca_topic_score_gemma":0.14469102,"teacher_disagreement_score":0.33130753,"about_ca_system_score_codex":0.0011031026,"about_ca_system_score_gemma":0.0010600247,"threshold_uncertainty_score":0.99990034},"labels":[],"label_agreement":null},{"id":"W804487828","doi":"10.1177/155862351501000301","title":"A Theoretical Comparison of the Economic Impact of Large and Small Events","year":2015,"lang":"en","type":"article","venue":"International Journal of Sport Finance","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Economics; Econometrics","score_opus":0.022906560602395716,"score_gpt":0.36304285784875995,"score_spread":0.34013629724636424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W804487828","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":[0.9924725,0.00011522801,0.000041111613,0.0003684841,0.0004468591,0.0000373772,0.000004247053,8.057131e-7,0.0065133832],"genre_scores_gemma":[0.9995486,0.000066528846,0.00008505375,0.000013378592,0.000079998164,2.0832357e-7,2.0979878e-7,0.0000016554867,0.00020436206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993378,0.000012216742,0.00026385172,0.000042929794,0.00027316768,0.00007006406],"domain_scores_gemma":[0.99933213,0.000014193643,0.00042313847,0.000046998004,0.00015252718,0.00003103342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005037269,0.000036165344,0.0001193283,0.000038700087,0.000020403399,0.000009719395,0.000417414,0.000019662766,0.00004660309],"category_scores_gemma":[0.000036634883,0.000023062095,0.00008143204,0.000035432895,0.00023037578,0.00011123753,0.00006287706,0.00005516681,0.0000012064551],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007974578,0.000061690465,0.7484789,0.0000017490487,0.00003754784,0.0000024016776,0.002902801,0.0004237631,0.000008733597,0.24618725,0.00041022926,0.0014051872],"study_design_scores_gemma":[0.00072193687,0.00013689845,0.9696118,0.00013846224,0.000018864075,0.0000062048894,0.0018559698,0.0006382181,0.00014533965,0.01967351,0.0069898544,0.000062893276],"about_ca_topic_score_codex":0.00014488595,"about_ca_topic_score_gemma":0.00009050907,"teacher_disagreement_score":0.22651376,"about_ca_system_score_codex":0.00009037572,"about_ca_system_score_gemma":0.00023604579,"threshold_uncertainty_score":0.0940445},"labels":[],"label_agreement":null},{"id":"W84475107","doi":"","title":"Reconfiguración de lo político en la gestión de desastres: un análisis de la “crisis de granizo” en Quebec (1998)","year":2009,"lang":"es","type":"article","venue":"Ciudad y Territorio Estudios Territoriales (CyTET)","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.005360212883994716,"score_gpt":0.28953246582313125,"score_spread":0.2841722529391365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W84475107","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":[0.95256305,0.0025774117,0.0008201931,0.0136970375,0.013688796,0.0013666019,0.00014992201,0.0009109742,0.014226009],"genre_scores_gemma":[0.9559297,0.004078392,0.0027787108,0.00066169415,0.034572896,0.00012169253,0.000033386903,0.00014678658,0.0016767425],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9879008,0.0050651664,0.0012446806,0.0015469542,0.0014431367,0.0027992888],"domain_scores_gemma":[0.9943402,0.002553742,0.00059706153,0.0011684996,0.00016280825,0.0011777134],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0042645847,0.0012220991,0.0012680838,0.0005395379,0.0013897176,0.00285091,0.0028881656,0.0015956314,0.000083441046],"category_scores_gemma":[0.0016960775,0.001284579,0.00070932694,0.001062954,0.0011133885,0.0010869292,0.00040294297,0.0014643328,0.00013842543],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010009831,0.004974006,0.25765705,0.0009382551,0.0017331438,0.002667509,0.2551001,0.00035080843,0.01134751,0.056119967,0.19862802,0.20948263],"study_design_scores_gemma":[0.003062424,0.00072111166,0.1742647,0.0014155187,0.001211957,0.00011244642,0.03058497,0.0001791268,0.0019572724,0.008598342,0.77564913,0.0022430138],"about_ca_topic_score_codex":0.052238017,"about_ca_topic_score_gemma":0.010896724,"teacher_disagreement_score":0.5770211,"about_ca_system_score_codex":0.0036052852,"about_ca_system_score_gemma":0.0021121618,"threshold_uncertainty_score":0.99991035},"labels":[],"label_agreement":null},{"id":"W846402655","doi":"","title":"The Angola Horror","year":2014,"lang":"en","type":"article","venue":"The innovation journal","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tragedy (event); Derailment; Feeling; Spanish Civil War; History; Law; Sociology; Media studies; Political science; Social science; Psychology; Social psychology","score_opus":0.01810809034939184,"score_gpt":0.2963820831436396,"score_spread":0.2782739927942478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W846402655","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":[0.22855131,0.00011002525,0.022535404,0.06725854,0.0032586078,0.00027404304,4.0273187e-7,0.00006586622,0.6779458],"genre_scores_gemma":[0.96713966,0.000028952867,0.00004971381,0.001022166,0.0008354558,0.0000025061277,2.833253e-7,0.0000033707981,0.03091788],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990524,0.0001733195,0.00016904782,0.000056028624,0.00036689223,0.00018230826],"domain_scores_gemma":[0.99945563,0.0000948426,0.00014340476,0.00010676851,0.00017289993,0.0000264242],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026595606,0.000041229356,0.00003651436,0.000048325925,0.0021858758,0.0004756219,0.00042567228,0.000020547452,0.00008514032],"category_scores_gemma":[0.00013034891,0.000020705833,0.000024376655,0.0006338243,0.00021460777,0.00017628592,0.000027967262,0.00014309536,0.00007703978],"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":[0.00000832191,0.000015017861,0.0020422915,0.0000011981483,0.000012870551,7.66015e-7,0.0046349396,0.00001635413,0.00014436219,0.6684913,0.08700892,0.23762368],"study_design_scores_gemma":[0.00008476177,0.000013494072,0.0071574794,0.0000043057316,0.0000037308457,0.0000020105983,0.004475193,0.00013560134,0.000004455964,0.016524736,0.971554,0.000040254166],"about_ca_topic_score_codex":0.000017426846,"about_ca_topic_score_gemma":0.0002015606,"teacher_disagreement_score":0.884545,"about_ca_system_score_codex":0.00002101663,"about_ca_system_score_gemma":0.000045123168,"threshold_uncertainty_score":0.99911314},"labels":[],"label_agreement":null},{"id":"W8833011","doi":"","title":"A comprehensive assessment of multilayered safety (meerlaagsveiligheid) in flood risk management","year":2010,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flood myth; Flood risk management; Flooding (psychology); Risk analysis (engineering); Risk management; Environmental planning; Dike; Business; Computer science; Environmental resource management; Environmental science; Geography; Geology; Finance","score_opus":0.010659048297491163,"score_gpt":0.3082236740646045,"score_spread":0.29756462576711334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W8833011","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":[0.97901684,0.000103197934,0.00039009782,0.00080620864,0.0008070293,0.00021536932,0.0000015321609,0.000006597086,0.018653113],"genre_scores_gemma":[0.99546033,0.0024317414,0.0018680367,0.000030385323,0.000009297246,0.0000015707978,1.4409146e-7,0.0000052344244,0.0001932728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814045,0.0005642534,0.0005820702,0.00008738052,0.00038069143,0.00024515032],"domain_scores_gemma":[0.9985695,0.00039826025,0.0006462872,0.00020143767,0.00012573582,0.000058771242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016494951,0.00009222205,0.00032368136,0.00017457914,0.00016646434,0.000014771102,0.0006969605,0.000066875444,0.00012141372],"category_scores_gemma":[0.000073404466,0.00006063795,0.00008319437,0.00025751343,0.00046317777,0.00012640584,0.00012030025,0.00038350548,0.000006057311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003807167,0.0006157616,0.8467097,0.00013258852,0.000404924,0.000034831104,0.02825389,0.0014723352,0.00046794003,0.08307133,0.0014753503,0.036980595],"study_design_scores_gemma":[0.004064543,0.00028482746,0.87239856,0.00021857224,0.00021090294,0.00012576168,0.063288875,0.0012642476,0.000044775017,0.00605927,0.051741973,0.00029771164],"about_ca_topic_score_codex":0.0010508324,"about_ca_topic_score_gemma":0.003517637,"teacher_disagreement_score":0.07701206,"about_ca_system_score_codex":0.000027322356,"about_ca_system_score_gemma":0.00007507643,"threshold_uncertainty_score":0.24727438},"labels":[],"label_agreement":null},{"id":"W93406838","doi":"","title":"STAKEHOLDER PARTICIPATION IN RECONSTRUCTION PROGRAMMES: THE \"LAKEVIEW MODEL\"","year":2008,"lang":"en","type":"article","venue":"","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":"Université de Montréal","funders":"","keywords":"Variety (cybernetics); Bureaucracy; Stakeholder; Government (linguistics); Intervention (counseling); Disaster response; Public administration; Disaster mitigation; Political science; Business; Public relations; Environmental planning; Emergency management; Economic growth; Economics; Politics; Geography; Computer science","score_opus":0.14603371865284287,"score_gpt":0.3515130325482891,"score_spread":0.20547931389544621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W93406838","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":[0.71108854,0.00010335888,0.0011764548,0.0022706052,0.00012597397,0.0004360497,1.335513e-7,0.000055603065,0.28474328],"genre_scores_gemma":[0.9897917,0.0003534599,0.00028738249,0.00015486867,0.000030274588,0.00004552165,4.4197523e-7,0.0000019658487,0.009334377],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993632,0.000081240985,0.00011474981,0.00009849561,0.00017455053,0.00016777398],"domain_scores_gemma":[0.99981934,0.000018822726,0.000029499235,0.000085182146,0.000020736967,0.000026427826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003434732,0.000038107755,0.000048150054,0.000025850024,0.00027142174,0.000034685025,0.00011512669,0.000021456084,0.00011944027],"category_scores_gemma":[0.00003757667,0.000023658231,0.000019192028,0.00026338443,0.00024969687,0.00025953818,0.000014015217,0.000040564657,0.000029694584],"study_design_candidate":"design_other","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":[0.000009173408,0.00018536071,0.06884447,0.000019727244,0.000009327141,0.000004279056,0.05684286,0.001993232,0.000010115518,0.1331789,0.003909342,0.7349932],"study_design_scores_gemma":[0.002202917,0.00019664365,0.22308736,0.0003395957,0.00010522484,0.000011685061,0.17254184,0.12283607,0.00013320748,0.05632796,0.42071682,0.0015006835],"about_ca_topic_score_codex":0.00035431757,"about_ca_topic_score_gemma":0.0056341006,"teacher_disagreement_score":0.73349255,"about_ca_system_score_codex":0.000022701257,"about_ca_system_score_gemma":0.00004333115,"threshold_uncertainty_score":0.31439602},"labels":[],"label_agreement":null}]}