{"meta":{"query_hash":"01fbc704114b","filters":{"venue":"Journal of Emergency Management"},"cohort_total":36,"direct_labels_cover":0,"predictions_cover":36,"exported":36,"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/01fbc704114b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Emergency+Management"},"results":[{"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67209685,0.005889848,0.11604018,0.05538133,0.0008883432,0.011897083,0.00020143732,0.0012654226,0.13633958],"genre_scores_gemma":[0.82463646,0.0034920697,0.15521818,0.0030552617,0.00007141997,0.0035609822,0.00020048,0.00018396079,0.0095811],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.97426885,0.020131707,0.00061860227,0.0010643991,0.002055802,0.001860627],"domain_scores_gemma":[0.9811056,0.00849671,0.0009752383,0.001455775,0.003283275,0.0046833986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024893634,0.00086164835,0.00051694247,0.0030024268,0.01109895,0.005993471,0.004254518,0.002763765,0.0040151454],"category_scores_gemma":[0.026220046,0.0006284542,0.0007004133,0.0024305347,0.008128667,0.0071308687,0.017798344,0.0036576698,0.00044586757],"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":[0.0001958824,0.0023672236,0.008335607,0.0030637216,0.00008817834,0.002160094,0.36028922,0.0021496655,0.002108779,0.030732352,0.017167984,0.57134134],"study_design_scores_gemma":[0.00018264727,0.0018933158,0.011812753,0.007529341,0.00017116856,0.0016915785,0.6345826,0.0039895335,0.0045034057,0.03613243,0.2972569,0.00025436806],"about_ca_topic_score_codex":0.0064984513,"about_ca_topic_score_gemma":0.014662023,"teacher_disagreement_score":0.024893634,"about_ca_system_score_codex":0.008265291,"about_ca_system_score_gemma":0.032858163,"threshold_uncertainty_score":0.13165164},"labels":[],"label_agreement":null},{"id":"W2043787900","doi":"10.5055/jem.2014.0162","title":"Public health-specific personal disaster preparedness training: An academic-practice collaboration","year":2014,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Response and Management","field":"Health Professions","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":"Milton District Hospital","funders":"Centers for Disease Control and Prevention","keywords":"Preparedness; Baseline (sea); Context (archaeology); Psychological intervention; Emergency management; Medicine; Personal protective equipment; Curriculum; Medical education; Public health; Psychology; Nursing; Medical emergency; Political science; Coronavirus disease 2019 (COVID-19); Disease; Geography; Pedagogy","score_opus":0.30722449323794676,"score_gpt":0.48071013775287297,"score_spread":0.1734856445149262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043787900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9505285,0.0018467207,0.009430854,0.017939549,0.0005670624,0.003179473,0.00019435171,0.0002889504,0.016024679],"genre_scores_gemma":[0.9558115,0.0012768189,0.02978201,0.00406543,0.0002728608,0.0020792908,0.00024249077,0.00004052582,0.0064290874],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9867879,0.008692134,0.00047086074,0.0012093842,0.00096541183,0.0018742529],"domain_scores_gemma":[0.9492372,0.0074589336,0.0033097095,0.002604772,0.0054141944,0.03197518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02441858,0.0005297551,0.0003869647,0.0011759003,0.004771625,0.0029626414,0.0024560227,0.0018984728,0.0067694914],"category_scores_gemma":[0.025413355,0.00072897755,0.00043054417,0.0012232262,0.0018003064,0.0021274984,0.009126979,0.0025571124,0.0012343897],"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":[0.0014194123,0.03783538,0.13819069,0.0016857907,0.0001717434,0.0016278764,0.10503816,0.001732702,0.0036355914,0.0026389372,0.04017488,0.6658489],"study_design_scores_gemma":[0.0030438476,0.022403734,0.22990602,0.0033862935,0.00027800753,0.0025121828,0.4834859,0.0036510848,0.0074318363,0.011616194,0.23201446,0.0002704891],"about_ca_topic_score_codex":0.0041265227,"about_ca_topic_score_gemma":0.016050061,"teacher_disagreement_score":0.02441858,"about_ca_system_score_codex":0.005905518,"about_ca_system_score_gemma":0.048033,"threshold_uncertainty_score":0.1291393},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.574525,0.002217653,0.072660655,0.06969235,0.00038011512,0.0036827903,0.00018725317,0.0009242737,0.27572995],"genre_scores_gemma":[0.85896385,0.0019331595,0.11686217,0.0021143507,0.000021093338,0.0007092015,0.00007153867,0.000068771966,0.019255953],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99775344,0.0014868032,0.00004151788,0.00011301121,0.00030249136,0.00030281028],"domain_scores_gemma":[0.9961659,0.0023697661,0.0002410713,0.0001459207,0.00037093315,0.0007064637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004872249,0.00044091782,0.00022194289,0.00076958217,0.008030691,0.005369007,0.0013053456,0.0014381716,0.004235819],"category_scores_gemma":[0.0055303164,0.00036536792,0.0003585325,0.0009099828,0.0062494595,0.0032663327,0.005073912,0.00258891,0.00058603374],"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":[0.00012019352,0.0014930016,0.014586242,0.0010566066,0.000051834544,0.0026979055,0.44664797,0.009902836,0.004283287,0.098247565,0.061649438,0.35926318],"study_design_scores_gemma":[0.00009185693,0.00046805706,0.010680441,0.000831696,0.000029940555,0.0006937102,0.775375,0.003618831,0.0017930308,0.04409377,0.16220236,0.00012132298],"about_ca_topic_score_codex":0.04120069,"about_ca_topic_score_gemma":0.13380125,"teacher_disagreement_score":0.04120069,"about_ca_system_score_codex":0.0060426425,"about_ca_system_score_gemma":0.03452699,"threshold_uncertainty_score":0.081921756},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779089,0.00072356866,0.00018860544,0.00080245844,0.00002903338,0.000027465898,0.000057973884,0.0000037910802,0.02025821],"genre_scores_gemma":[0.99872965,0.00036269185,0.00005557844,0.000075226606,0.0000037796256,0.000014639359,0.000027801958,0.000003573093,0.0007271346],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99729913,0.0013772225,0.00006827632,0.00019482305,0.00038665126,0.00067399297],"domain_scores_gemma":[0.9975988,0.00076532067,0.00038741349,0.00011205151,0.0004785529,0.0006577467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001599929,0.00023363097,0.00052589225,0.0020596725,0.009619332,0.0034296496,0.00087254675,0.00071502937,0.004857551],"category_scores_gemma":[0.00787781,0.00023579586,0.00027083684,0.002149165,0.0039231908,0.0028757243,0.0034831709,0.0010703115,0.00018709556],"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":[0.00031480443,0.00027240132,0.15761517,0.00013312096,0.000080220714,0.002303253,0.79295963,0.00023264626,0.00031871232,0.01438814,0.0022624554,0.029119415],"study_design_scores_gemma":[0.000010039761,0.000053115455,0.078426205,0.000075064476,0.00001753298,0.00019554877,0.91628194,0.00006444271,0.0000448136,0.00042980845,0.004387673,0.000013750224],"about_ca_topic_score_codex":0.2778658,"about_ca_topic_score_gemma":0.46053624,"teacher_disagreement_score":0.2778658,"about_ca_system_score_codex":0.008586085,"about_ca_system_score_gemma":0.0058997124,"threshold_uncertainty_score":0.5524969},"labels":[],"label_agreement":null},{"id":"W2322193049","doi":"10.5055/jem.2010.0011","title":"The use of virtual simulators for emergency response training in the mining industry","year":2010,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","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":"Training (meteorology); Emergency response; Computer science; Medical emergency; Medicine","score_opus":0.05013544473082079,"score_gpt":0.272763759662272,"score_spread":0.22262831493145122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322193049","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3182335,0.05746548,0.50671685,0.0052945763,0.000804036,0.0008259532,0.00028553177,0.0020271367,0.108347],"genre_scores_gemma":[0.6869712,0.041196276,0.25723568,0.00068033685,0.00018069215,0.00035079202,0.00025131018,0.00017206106,0.012961736],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99913764,0.0005107723,0.000044649518,0.000036479218,0.00023455796,0.000035864476],"domain_scores_gemma":[0.99882203,0.000770273,0.00006787769,0.000091488495,0.00016515238,0.00008314891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001241361,0.00034497274,0.000263402,0.0008439634,0.0002967683,0.0010573162,0.00063602143,0.00060360983,0.0025165335],"category_scores_gemma":[0.0029933853,0.0002009279,0.00030254852,0.0004508802,0.0004866827,0.0010445327,0.0011339529,0.00038049597,0.0007155962],"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":[0.0003996598,0.0004203288,0.0051283455,0.002149187,0.00008709763,0.0010279932,0.002458974,0.024651513,0.033321034,0.013042786,0.010053595,0.90725946],"study_design_scores_gemma":[0.00021096806,0.004316052,0.015760481,0.0029478595,0.0003171161,0.011506843,0.004132136,0.07094507,0.051314656,0.015569063,0.82265717,0.00032260953],"about_ca_topic_score_codex":0.00059158035,"about_ca_topic_score_gemma":0.0012789122,"teacher_disagreement_score":0.0025165335,"about_ca_system_score_codex":0.00029078728,"about_ca_system_score_gemma":0.00070904475,"threshold_uncertainty_score":0.008418679},"labels":[],"label_agreement":null},{"id":"W2325722823","doi":"10.5055/jem.2011.0078","title":"From planning to action: Reflections on managing pH1N1 at a Canadian pediatric hospital","year":2011,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Response and Management","field":"Health Professions","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; Debriefing; Pandemic; Action (physics); Luck; Emergency management; Medical emergency; Contingency plan; Public relations; Psychology; Coronavirus disease 2019 (COVID-19); Medicine; Nursing; Medical education; Political science; Computer security; Computer science; Disease","score_opus":0.24756003740758523,"score_gpt":0.46904809008474774,"score_spread":0.2214880526771625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325722823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48818132,0.008299508,0.0054923086,0.40359682,0.0046946635,0.0012042781,0.00024379864,0.00025652474,0.088030756],"genre_scores_gemma":[0.90949094,0.010616686,0.0095180115,0.047875684,0.0006903996,0.0003581886,0.00010253931,0.00015648265,0.021191075],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9801389,0.0088712135,0.00036048758,0.0006961219,0.0030647044,0.006868525],"domain_scores_gemma":[0.97801524,0.00538906,0.0014185985,0.00028424928,0.0040070787,0.010885738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014905999,0.0012846512,0.0006522469,0.0009034631,0.044476815,0.006652885,0.0062247897,0.005567939,0.002908903],"category_scores_gemma":[0.02693849,0.00097140303,0.00091508956,0.0013893666,0.015698403,0.0036739013,0.008234747,0.019676385,0.0004333441],"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":[0.00007461963,0.00020826013,0.0064681605,0.000483799,0.000036099664,0.008115507,0.8742426,0.000894748,0.001312869,0.0047401097,0.069146484,0.034276698],"study_design_scores_gemma":[0.000011656077,0.00011992827,0.0036822888,0.0003609528,0.000017603492,0.00084155344,0.9050712,0.00016514878,0.00035822907,0.00060252706,0.08869772,0.00007117397],"about_ca_topic_score_codex":0.80787516,"about_ca_topic_score_gemma":0.93588597,"teacher_disagreement_score":0.19212484,"about_ca_system_score_codex":0.076052725,"about_ca_system_score_gemma":0.15598127,"threshold_uncertainty_score":0.5518037},"labels":[],"label_agreement":null},{"id":"W2334940272","doi":"10.5055/jem.2014.0170","title":"Comparison of high-volume air sampling equipment for viral aerosol sampling during emergency response","year":2014,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Infection Control and Ventilation","field":"Medicine","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":"Canadian Obesity Network","funders":"","keywords":"Bioaerosol; Indoor bioaerosol; Volume (thermodynamics); Aerosol; Environmental science; Aerosolization; Liter; Bacteriophage MS2; Environmental chemistry; Medicine; Meteorology; Chemistry","score_opus":0.05520063433254261,"score_gpt":0.36804223171998734,"score_spread":0.3128415973874447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334940272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98920256,0.0015734456,0.007886631,0.00006803183,0.000106666026,0.0003865714,0.00017653553,0.000101911595,0.0004976425],"genre_scores_gemma":[0.9827305,0.0005593902,0.015439441,0.00010140125,0.00007518941,0.00023249371,0.00040637414,0.000020906702,0.0004342842],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9897926,0.005466776,0.0007168436,0.0008955953,0.002825849,0.00030247465],"domain_scores_gemma":[0.9905782,0.0051936046,0.0014535406,0.00055318594,0.0017824803,0.00043905457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062306533,0.0009578043,0.00069969916,0.0009016942,0.00029546514,0.0014609089,0.0012883832,0.001091841,0.0014075448],"category_scores_gemma":[0.012120729,0.00043057988,0.00060644664,0.0003237808,0.00043790197,0.001219108,0.0007832059,0.00038834274,0.00040639678],"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":[0.06641513,0.007034568,0.16584793,0.004792506,0.0013626271,0.00037312793,0.0017839924,0.010313751,0.47403666,0.0006595682,0.0007977526,0.26658246],"study_design_scores_gemma":[0.002276585,0.19450544,0.3844907,0.0005763546,0.0023137652,0.001455457,0.0017879485,0.03132748,0.37315893,0.0003618418,0.007416628,0.0003288787],"about_ca_topic_score_codex":0.00051774795,"about_ca_topic_score_gemma":0.0006334055,"teacher_disagreement_score":0.0062306533,"about_ca_system_score_codex":0.000536906,"about_ca_system_score_gemma":0.00047517303,"threshold_uncertainty_score":0.032951236},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9996723,0.000010690875,0.000050500814,0.000048296744,0.0000021057845,0.000010387438,0.000003998307,0.0000048185016,0.0001968842],"genre_scores_gemma":[0.9992539,0.00003716424,0.00022165416,0.000057614594,0.000003889128,0.000013403429,0.000011957237,0.0000015495204,0.00039879887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927574,0.0002720336,0.00003883977,0.000065146996,0.00015746483,0.000190717],"domain_scores_gemma":[0.9954211,0.0012291608,0.0009816482,0.00017492488,0.00077163393,0.0014214045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001421581,0.00029928403,0.00031111788,0.00076910533,0.001621448,0.0019686476,0.00063659216,0.0009867108,0.0015721791],"category_scores_gemma":[0.00906198,0.00032521252,0.00016877308,0.00037308593,0.00080454,0.000630692,0.0009810424,0.0011992428,0.0004277338],"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":[0.00047352316,0.0028580343,0.7368632,0.00009221837,0.000029588484,0.000978371,0.19661815,0.00019436097,0.013023839,0.00019975456,0.00096956966,0.047699347],"study_design_scores_gemma":[0.000040976465,0.0036413905,0.6458356,0.000076301265,0.00005048976,0.00047718413,0.3375485,0.0018071856,0.005131879,0.00027970757,0.0050067473,0.000104038656],"about_ca_topic_score_codex":0.010377751,"about_ca_topic_score_gemma":0.019051207,"teacher_disagreement_score":0.010377751,"about_ca_system_score_codex":0.0009848572,"about_ca_system_score_gemma":0.0013396001,"threshold_uncertainty_score":0.02063471},"labels":[],"label_agreement":null},{"id":"W2335468305","doi":"10.5055/jem.2012.0119","title":"Quantifying risk through the use of the consolidated risk assessment process","year":2013,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","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":"Risk assessment; Risk analysis (engineering); Risk management; Process (computing); Business; IT risk management; Government (linguistics); Investment (military); Risk management plan; Computer science; Finance; Computer security; Political science","score_opus":0.04229647016641946,"score_gpt":0.3061253636261934,"score_spread":0.26382889345977395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335468305","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035114952,0.00039459704,0.97746605,0.0008397767,0.000072035196,0.00047168767,0.0003148151,0.00035687786,0.016572606],"genre_scores_gemma":[0.14348276,0.0010666334,0.8504102,0.00018706871,0.00006310027,0.0006403701,0.0005683879,0.00014274758,0.0034386783],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97269315,0.011346249,0.0019952476,0.0019294593,0.011396002,0.0006399632],"domain_scores_gemma":[0.95845926,0.018362395,0.0045193066,0.0049773073,0.013078687,0.000603009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.029610505,0.0029171396,0.0015238973,0.009719045,0.0018410613,0.012013648,0.0040245857,0.0021203605,0.005619706],"category_scores_gemma":[0.061625812,0.0009376116,0.0027860154,0.0076786354,0.0037474493,0.00914405,0.008073031,0.005644986,0.00086013565],"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":[0.000042975873,0.00011169718,0.003080002,0.00041210148,0.00031663728,0.00020519663,0.0011063196,0.24253729,0.000846313,0.616051,0.0050488478,0.13024159],"study_design_scores_gemma":[0.000024880657,0.00011775784,0.0014258665,0.00053881423,0.00015369068,0.00022591346,0.0007368251,0.45704827,0.0018532298,0.4990549,0.038623087,0.00019684143],"about_ca_topic_score_codex":0.035819497,"about_ca_topic_score_gemma":0.02827593,"teacher_disagreement_score":0.035819497,"about_ca_system_score_codex":0.0070512914,"about_ca_system_score_gemma":0.016966252,"threshold_uncertainty_score":0.15659714},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42633116,0.0028752098,0.120541304,0.20871194,0.0139075,0.018892033,0.0011654021,0.0020487783,0.20552668],"genre_scores_gemma":[0.8551499,0.0013726893,0.05721276,0.014920195,0.0012586387,0.011232325,0.00031993169,0.00043908003,0.058094423],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9590249,0.033959754,0.0006791323,0.0016357336,0.0019473888,0.0027530866],"domain_scores_gemma":[0.95628494,0.028020488,0.0013621015,0.0022817447,0.0036880672,0.008362751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.046013825,0.0017935128,0.0009678537,0.0021872907,0.03921659,0.010797516,0.0052834866,0.008891322,0.015977757],"category_scores_gemma":[0.04655229,0.0010703906,0.0013907313,0.0010872736,0.015254938,0.013730913,0.04022953,0.011032426,0.0029369728],"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":[0.00020336968,0.00047707243,0.00077973807,0.0004700521,0.000018340734,0.0030919812,0.9004051,0.00034087632,0.001456803,0.029183531,0.038467836,0.02510534],"study_design_scores_gemma":[0.00014791833,0.00018974459,0.00043263397,0.0004002051,0.000017293693,0.00042908543,0.6028396,0.00054550974,0.0009016986,0.020379933,0.37363094,0.000085468746],"about_ca_topic_score_codex":0.0028091914,"about_ca_topic_score_gemma":0.004232972,"teacher_disagreement_score":0.046013825,"about_ca_system_score_codex":0.006283557,"about_ca_system_score_gemma":0.011358431,"threshold_uncertainty_score":0.24334723},"labels":[],"label_agreement":null},{"id":"W2739707212","doi":"10.5055/jem.2017.0328","title":"An oxymoron of long-term care—Sheltering-in-place during an evacuation: A literature review of the best practices of evacuation and sheltering-in-place for long-term care facilities","year":2017,"lang":"en","type":"review","venue":"Journal of Emergency Management","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","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":"Long-term care; Best practice; Listing (finance); Work (physics); Residential care; Grey literature; Vetting; Term (time); Business; Psychology; Medical emergency; Public relations; Medicine; MEDLINE; Gerontology; Nursing; Political science; Computer science; Computer security; Engineering","score_opus":0.13602936902257093,"score_gpt":0.5001485264495682,"score_spread":0.3641191574269973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739707212","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016046815,0.99319565,0.00025471332,0.00307621,0.00035234544,0.000076155586,0.00005736816,0.0000061608325,0.0013767137],"genre_scores_gemma":[0.013121009,0.9839675,0.0010209413,0.0014067849,0.00015579353,0.0001121452,0.000062781175,0.000004766641,0.00014834215],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889325,0.004815938,0.0030371265,0.00067594374,0.0021573596,0.0003812063],"domain_scores_gemma":[0.948107,0.0389449,0.005702016,0.0005097164,0.0060998816,0.0006364744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013450156,0.0009646506,0.0021386538,0.018428633,0.0016773128,0.005029621,0.0018175668,0.0026986354,0.0023553765],"category_scores_gemma":[0.041484527,0.0008899431,0.0025356866,0.021285167,0.0024079941,0.007008463,0.002307729,0.0025792893,0.00043195154],"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":[0.00012096814,0.00007263756,0.0031301,0.5572318,0.00088695885,0.00073813915,0.017307201,0.00036745597,0.0004681183,0.0092355395,0.017553022,0.392888],"study_design_scores_gemma":[0.000018427967,0.0000900116,0.0056772423,0.8690296,0.0014202638,0.000932276,0.01351309,0.00011757731,0.0001831862,0.001308927,0.10766162,0.000047739788],"about_ca_topic_score_codex":0.016036527,"about_ca_topic_score_gemma":0.03565056,"teacher_disagreement_score":0.018428633,"about_ca_system_score_codex":0.007138783,"about_ca_system_score_gemma":0.021190997,"threshold_uncertainty_score":0.07113212},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013212977,0.012674829,0.20661333,0.3096556,0.00081249763,0.0022503464,0.0009141868,0.0006299709,0.45323625],"genre_scores_gemma":[0.68434066,0.016327744,0.2537763,0.013574596,0.00033721386,0.0021371758,0.00091056334,0.0003621511,0.028233565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.94539595,0.024854733,0.0034975677,0.003633314,0.015098654,0.0075198375],"domain_scores_gemma":[0.93999034,0.025234673,0.0034170102,0.0030339826,0.022393169,0.00593087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.058304843,0.0039687017,0.0019263496,0.030851878,0.023862459,0.042141147,0.013946704,0.0102231,0.0058538914],"category_scores_gemma":[0.060653947,0.00172025,0.001933026,0.019629275,0.07172912,0.022378339,0.018702587,0.01331769,0.00093618245],"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":true,"study_design_scores_codex":[0.000010857285,0.00006922314,0.0013870797,0.00045043803,0.00003372618,0.00040424278,0.026566966,0.0052072965,0.00013247128,0.9297147,0.008587448,0.027435573],"study_design_scores_gemma":[0.000029996296,0.00005807518,0.0027749343,0.0040016253,0.00008333321,0.00021208383,0.06883181,0.008219409,0.00047576908,0.6369784,0.2781319,0.0002026391],"about_ca_topic_score_codex":0.9234677,"about_ca_topic_score_gemma":0.90286684,"teacher_disagreement_score":0.6838793,"about_ca_system_score_codex":0.31612068,"about_ca_system_score_gemma":0.43275982,"threshold_uncertainty_score":0.79320306},"labels":[],"label_agreement":null},{"id":"W2784236923","doi":"10.5055/jem.2017.0345","title":"A simulator-based nuclear reactor emergency response training exercise","year":2017,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Response and Management","field":"Health Professions","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":"Workload; Control room; Emergency response; Context (archaeology); Control (management); Training (meteorology); Simulation; Transient (computer programming); Computer science; Operations management; Engineering; Medical emergency; Medicine; Operating system","score_opus":0.14988796046940428,"score_gpt":0.4501438832297956,"score_spread":0.3002559227603913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784236923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8903893,0.00022153216,0.04299203,0.002050543,0.0007565028,0.005886357,0.00085936923,0.0019690997,0.054875366],"genre_scores_gemma":[0.80254805,0.00074712257,0.13763712,0.0012314405,0.00020130233,0.0048790835,0.002028391,0.00018136372,0.050546117],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99914765,0.00028583512,0.000047126938,0.00015236372,0.00016441233,0.0002026202],"domain_scores_gemma":[0.9984877,0.00052300637,0.00008820802,0.00015564883,0.00022278259,0.0005225717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015787046,0.001125831,0.0005462325,0.0004570002,0.0007682325,0.0008235823,0.0016976108,0.0012341911,0.009927177],"category_scores_gemma":[0.0035223807,0.00045874997,0.00068435556,0.00020200593,0.00045451717,0.0005500189,0.002882221,0.0015896125,0.003247613],"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":[0.0045307563,0.07574518,0.014969302,0.0028571486,0.00016035375,0.0043094037,0.034295812,0.03284249,0.13152987,0.0041839634,0.0876027,0.60697305],"study_design_scores_gemma":[0.0029559464,0.09290317,0.11207224,0.0022344743,0.00022669483,0.006313276,0.027154516,0.057912882,0.06943773,0.009830994,0.61823046,0.0007275796],"about_ca_topic_score_codex":0.00056992285,"about_ca_topic_score_gemma":0.0018318178,"teacher_disagreement_score":0.009927177,"about_ca_system_score_codex":0.00050774426,"about_ca_system_score_gemma":0.0015328666,"threshold_uncertainty_score":0.03320974},"labels":[],"label_agreement":null},{"id":"W2784316789","doi":"10.5055/jem.2017.0344","title":"Using standard clinical assessments for home care to identify vulnerable populations before, during, and after disasters","year":2017,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Response and Management","field":"Health Professions","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":"Research Institute for Aging; University of Waterloo; Regional Municipality of Waterloo","funders":"","keywords":"Vulnerability (computing); Bivariate analysis; Logistic regression; Emergency management; Medicine; Medical emergency; Enabling; Identification (biology); Emergency department; Gerontology; Computer science; Computer security; Nursing; Psychiatry","score_opus":0.22362718757196018,"score_gpt":0.5855771489477786,"score_spread":0.36194996137581836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784316789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9395047,0.0023740183,0.028273871,0.001339094,0.00023111576,0.004064117,0.0053474973,0.0005051929,0.018360302],"genre_scores_gemma":[0.9680198,0.00071076746,0.027048716,0.00024805465,0.000049104918,0.0011825282,0.0018179845,0.000017424793,0.0009056163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99535936,0.001902042,0.00080305635,0.00035887802,0.0013850457,0.00019152339],"domain_scores_gemma":[0.9927816,0.0015977864,0.0025751698,0.0003394417,0.0023743631,0.00033177336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056551793,0.00067318475,0.00043999957,0.0022336086,0.0006029331,0.0010888459,0.0007214999,0.00038300396,0.0014627109],"category_scores_gemma":[0.02188092,0.00013825447,0.00046613743,0.0012132914,0.0004299474,0.0006930313,0.0011485706,0.00040680548,0.000476364],"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":[0.00021040613,0.00025036916,0.896071,0.00031984213,0.0001398588,0.00007687515,0.0007014484,0.00090398855,0.00049902144,0.00021338595,0.00423436,0.09637945],"study_design_scores_gemma":[0.00007686309,0.0005699484,0.9866501,0.00037189003,0.00006527213,0.0002450177,0.0011925094,0.006250469,0.0007660992,0.00038529106,0.0033941236,0.000032328844],"about_ca_topic_score_codex":0.024472885,"about_ca_topic_score_gemma":0.055710386,"teacher_disagreement_score":0.024472885,"about_ca_system_score_codex":0.0012884862,"about_ca_system_score_gemma":0.00396106,"threshold_uncertainty_score":0.048660874},"labels":[],"label_agreement":null},{"id":"W2885328908","doi":"10.5055/jem.2009.0028","title":"The role of the psychiatric nurse practitioner in disaster response","year":2009,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Response and Management","field":"Health Professions","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":"Nursing; Quarter (Canadian coin); Nurse practitioners; Medicine; Health care; Psychology; Psychiatry; Political science","score_opus":0.02115231820748352,"score_gpt":0.38743125269400996,"score_spread":0.36627893448652643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885328908","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037225727,0.088859774,0.0025927485,0.7497833,0.025116196,0.00020158701,0.000033792534,0.000115356575,0.0960716],"genre_scores_gemma":[0.5954275,0.15293881,0.0061819074,0.19825025,0.018639069,0.0005108968,0.000057091293,0.000117807744,0.027876671],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9871165,0.009415717,0.00045542617,0.0003666984,0.0014081876,0.0012375204],"domain_scores_gemma":[0.9760675,0.006368483,0.001564326,0.00031631216,0.0037940051,0.011889369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010270619,0.00026057794,0.00037303846,0.0010095576,0.007582134,0.004171805,0.0014310695,0.0062683932,0.0074486686],"category_scores_gemma":[0.029575862,0.0005655158,0.00024469104,0.0005343039,0.0045866496,0.004171585,0.0062087663,0.008263446,0.00209585],"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":[0.0002935691,0.0007158335,0.02709679,0.0020286832,0.00005431171,0.019087804,0.0603673,0.00050868327,0.001186927,0.022006348,0.5159726,0.3506812],"study_design_scores_gemma":[0.00021283301,0.0012257901,0.02485311,0.007964898,0.00004249355,0.030291243,0.1605931,0.00084247766,0.00030909723,0.011415551,0.7620591,0.00019020383],"about_ca_topic_score_codex":0.007968642,"about_ca_topic_score_gemma":0.019947965,"teacher_disagreement_score":0.010270619,"about_ca_system_score_codex":0.0028395634,"about_ca_system_score_gemma":0.019726282,"threshold_uncertainty_score":0.05431688},"labels":[],"label_agreement":null},{"id":"W2886977995","doi":"10.5055/jem.2004.0037","title":"14th World Conference on Disaster Management, Toronto, Canada","year":2004,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Response and Management","field":"Health Professions","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; Disaster planning; Political science; Environmental planning; Engineering; Business; Poison control; Human factors and ergonomics; Geography; Medical emergency; Medicine","score_opus":0.1008955573847971,"score_gpt":0.39721919951073864,"score_spread":0.29632364212594153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886977995","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010425238,0.051274437,0.0023516198,0.052481815,0.04948952,0.00027250207,0.007120556,0.0006102139,0.8259739],"genre_scores_gemma":[0.009683156,0.007971945,0.0005130735,0.0007757171,0.00064997486,0.00002300062,0.0012530207,0.000111244044,0.9790188],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919957,0.00005427136,0.000022343384,0.0000530853,0.0003500474,0.00032064336],"domain_scores_gemma":[0.99865144,0.000035509966,0.000022749906,0.000033057822,0.0007110682,0.00054621807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001022119,0.0010332016,0.0005886929,0.0011953036,0.004079341,0.0041394955,0.0008471564,0.0016559149,0.2728206],"category_scores_gemma":[0.00086027425,0.0003380107,0.00057421206,0.0017494645,0.001038977,0.0012844066,0.0021188033,0.0019573271,0.045125864],"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":[0.00008414221,0.000044682645,0.0014961018,0.00013442065,0.000009670159,0.000117296564,0.00031216117,0.00015786584,0.00032702746,0.0023383617,0.946244,0.04873439],"study_design_scores_gemma":[0.000005643326,0.00001095314,0.0035011366,0.000095621624,0.000005024517,0.000027903112,0.0005430377,0.000055216085,0.000069439484,0.00018025683,0.99549955,0.0000062737736],"about_ca_topic_score_codex":0.7784424,"about_ca_topic_score_gemma":0.95398223,"teacher_disagreement_score":0.2728206,"about_ca_system_score_codex":0.011244561,"about_ca_system_score_gemma":0.036540993,"threshold_uncertainty_score":0.9126758},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025920207,0.01011129,0.1314146,0.32069302,0.002234339,0.0024595056,0.00037721018,0.00029676003,0.506493],"genre_scores_gemma":[0.88981944,0.0030318247,0.088099964,0.007383389,0.00021942146,0.0014844288,0.00021100028,0.00012143924,0.00962903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.86371773,0.096818864,0.0038591665,0.0066593452,0.017915111,0.011029788],"domain_scores_gemma":[0.9406531,0.023555377,0.0040821717,0.0028618148,0.01794647,0.010901093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.11025493,0.0019524754,0.0018500076,0.012613695,0.04815314,0.03591106,0.009233117,0.011475178,0.0040323916],"category_scores_gemma":[0.06416503,0.0013036366,0.0014326997,0.010438006,0.14531304,0.017565755,0.020628609,0.011993718,0.00062760606],"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":true,"study_design_scores_codex":[0.00001207845,0.000020088413,0.00083372626,0.00012338007,0.000018271914,0.00024483202,0.047062945,0.0011169744,0.000041978918,0.9349473,0.0072406316,0.008337815],"study_design_scores_gemma":[0.00006416779,0.000032809665,0.001847785,0.0014680108,0.00003450966,0.00014831418,0.07121872,0.0034498293,0.00012045525,0.7230312,0.19844817,0.0001360539],"about_ca_topic_score_codex":0.7692673,"about_ca_topic_score_gemma":0.74309385,"teacher_disagreement_score":0.818275,"about_ca_system_score_codex":0.18172501,"about_ca_system_score_gemma":0.35889512,"threshold_uncertainty_score":0.94908303},"labels":[],"label_agreement":null},{"id":"W2887826233","doi":"10.5055/jem.2009.0021","title":"Risk communication with nurses during infectious disease outbreaks: Learning from SARS","year":2009,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Response and Management","field":"Health Professions","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":"Focus group; Outbreak; Medicine; Health care; Psychosocial; Public health; Nursing; Risk management; Medical emergency; Environmental health; Business; Psychiatry","score_opus":0.029174716902054715,"score_gpt":0.37103817985230914,"score_spread":0.34186346295025444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887826233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842069,0.0011486999,0.00065476104,0.008401411,0.00009791288,0.0001160792,0.000037608457,0.000025659976,0.005310848],"genre_scores_gemma":[0.99318016,0.002027611,0.0013702022,0.0017779272,0.000055530138,0.00013292865,0.000059602018,0.000010098883,0.0013860813],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9918454,0.004201468,0.00033196798,0.0003407461,0.0019613858,0.0013189386],"domain_scores_gemma":[0.981413,0.0074356548,0.0039247028,0.00046320542,0.0035317624,0.0032317175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008908651,0.0005570963,0.0005742,0.00079868466,0.006423992,0.0031246925,0.0016183332,0.001831347,0.0018125604],"category_scores_gemma":[0.04094779,0.00060369325,0.00038342352,0.00053396047,0.0028511158,0.0042407694,0.0054154405,0.0022482995,0.0003415074],"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":[0.0001809475,0.0005762573,0.121869914,0.0007020535,0.000030195102,0.001715603,0.7789274,0.00025967634,0.00090265885,0.00028538436,0.0065215575,0.08802827],"study_design_scores_gemma":[0.000036951293,0.0006795687,0.068477795,0.0010123188,0.000043537188,0.0014093202,0.91330016,0.00037151697,0.0007200719,0.0007784705,0.01310492,0.00006542809],"about_ca_topic_score_codex":0.062191244,"about_ca_topic_score_gemma":0.11247494,"teacher_disagreement_score":0.062191244,"about_ca_system_score_codex":0.006508668,"about_ca_system_score_gemma":0.01753489,"threshold_uncertainty_score":0.12365854},"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":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004570532,0.0005799527,0.939099,0.0030696355,0.00016922198,0.0018360687,0.0012182071,0.0005514161,0.04890592],"genre_scores_gemma":[0.069504455,0.00065901363,0.92264897,0.0003049453,0.00006605467,0.001817013,0.0018628235,0.00010103256,0.0030356026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98441863,0.009608554,0.0018148866,0.0011591925,0.0021743772,0.0008244207],"domain_scores_gemma":[0.984565,0.007977243,0.0013966729,0.0013449778,0.0038855958,0.0008304217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015788088,0.0024430754,0.00079166883,0.010317484,0.003602225,0.009503916,0.0044728154,0.0033496132,0.008560395],"category_scores_gemma":[0.02045166,0.0009851692,0.0034246515,0.006198366,0.005732021,0.011734311,0.0057352614,0.00385272,0.0016901724],"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":[0.000019569265,0.000058483412,0.0007778288,0.00023692241,0.00003070503,0.0003381882,0.0018438052,0.03363042,0.00031434468,0.93472373,0.0060196957,0.022006342],"study_design_scores_gemma":[0.000042535066,0.00008816009,0.0006635373,0.0015033381,0.000049953356,0.0007185464,0.004552271,0.11087128,0.0009859194,0.61102784,0.26937792,0.000118774435],"about_ca_topic_score_codex":0.018200003,"about_ca_topic_score_gemma":0.017012903,"teacher_disagreement_score":0.018200003,"about_ca_system_score_codex":0.008494126,"about_ca_system_score_gemma":0.008753671,"threshold_uncertainty_score":0.08349639},"labels":[],"label_agreement":null},{"id":"W2897059248","doi":"10.5055/jem.2018.0380","title":"Twenty-first century emergency response efforts of the Commissioned Corps of the US Public Health Service","year":2018,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Public Health Policies and Education","field":"Health Professions","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":"Public health; Natural disaster; Pandemic; Quarter (Canadian coin); Political science; Medicine; Coronavirus disease 2019 (COVID-19); Medical emergency; Environmental health; History; Geography; Infectious disease (medical specialty); Nursing; Disease","score_opus":0.08757313521116476,"score_gpt":0.42565459847692494,"score_spread":0.33808146326576016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897059248","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016522007,0.008148339,0.0006272664,0.92628556,0.0059469296,0.000041978485,0.00007148406,0.000039635535,0.042316813],"genre_scores_gemma":[0.4033319,0.03687596,0.0026405645,0.4640952,0.008774087,0.00018148427,0.000187379,0.00014481516,0.08376865],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9928624,0.0026286836,0.00033206155,0.00042024418,0.0017805073,0.001976133],"domain_scores_gemma":[0.97861814,0.0037069393,0.0015947552,0.0005980318,0.0039373497,0.011544697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009640278,0.00045870562,0.00019555404,0.0011621885,0.007868573,0.0061285673,0.0006845115,0.005079798,0.009452657],"category_scores_gemma":[0.020687826,0.00043505643,0.00025943984,0.0008907023,0.008517341,0.0038340294,0.0057958844,0.00917781,0.0014144025],"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":[0.00007053066,0.00024618054,0.011085802,0.00029316198,0.000029072235,0.0007729714,0.026829632,0.00032317016,0.0012305734,0.12572749,0.7207351,0.112656385],"study_design_scores_gemma":[0.000011545794,0.000076614175,0.0074871043,0.0007458145,0.000005333355,0.00018202729,0.018951805,0.00008652058,0.00023192473,0.0054509593,0.96673435,0.000035978093],"about_ca_topic_score_codex":0.03929798,"about_ca_topic_score_gemma":0.06579387,"teacher_disagreement_score":0.03929798,"about_ca_system_score_codex":0.010641291,"about_ca_system_score_gemma":0.051922277,"threshold_uncertainty_score":0.07813847},"labels":[],"label_agreement":null},{"id":"W2897880226","doi":"10.5055/jem.2018.0382","title":"Analysis of 9-1-1 call data from an emergency management perspective: A case study of the city of Lethbridge","year":2018,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Human Mobility and Location-Based Analysis","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":"Lethbridge College","funders":"","keywords":"Landline; Emergency management; Emergency response; Geography; Perspective (graphical); Medical emergency; Environmental planning; Computer science; Medicine; Political science; Phone","score_opus":0.10393383081950452,"score_gpt":0.4291763017524197,"score_spread":0.3252424709329152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897880226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98721397,0.00036070682,0.0007029948,0.0009464458,0.00001732083,0.000110497334,0.0017772849,0.00002710634,0.0088437],"genre_scores_gemma":[0.99021494,0.0006242631,0.0018591891,0.00020622836,0.000019888215,0.000038937786,0.0015767452,0.000018990557,0.0054408372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908507,0.00017727748,0.000028236114,0.00006590713,0.0003839813,0.0002595641],"domain_scores_gemma":[0.9986304,0.00044193206,0.0001634024,0.000055875935,0.00052894175,0.00017941657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055667775,0.00039170223,0.00029346795,0.003071904,0.0034632985,0.0018395705,0.0013797369,0.0008617493,0.0019564955],"category_scores_gemma":[0.0021904546,0.00017738028,0.00023536102,0.008525136,0.0012747396,0.0005902608,0.0011818806,0.0006642324,0.0002548489],"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":[0.00032419735,0.00048429714,0.7352764,0.00058672257,0.00014250127,0.028089447,0.1098443,0.010367099,0.0040474865,0.006411057,0.015997458,0.088429004],"study_design_scores_gemma":[0.000010731801,0.000072769624,0.687103,0.00012761362,0.000034667002,0.0011535127,0.28410125,0.006348448,0.0006931906,0.0004239988,0.019860756,0.0000701643],"about_ca_topic_score_codex":0.9552079,"about_ca_topic_score_gemma":0.98723865,"teacher_disagreement_score":0.044792116,"about_ca_system_score_codex":0.016303977,"about_ca_system_score_gemma":0.010792139,"threshold_uncertainty_score":0.11829418},"labels":[],"label_agreement":null},{"id":"W2969811330","doi":"10.5055/jem.2019.0425","title":"Nuclear emergencies and natural disasters","year":2019,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Risk Perception and Management","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":"Ontario Tech University","funders":"","keywords":"Natural disaster; Radiological weapon; Nuclear power plant; Nuclear power; Plan (archaeology); Nuclear disaster; Natural (archaeology); Emergency management; Environmental planning; Emergency response; Accident (philosophy); Risk analysis (engineering); Business; Nuclear plant; Medical emergency; Engineering; Geography; Political science; Medicine; Nuclear engineering; Meteorology","score_opus":0.015645044930663665,"score_gpt":0.3033728611307223,"score_spread":0.28772781620005866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969811330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7614418,0.020870497,0.004198611,0.041480154,0.00059437193,0.00010640582,0.00017999181,0.00002067685,0.17110746],"genre_scores_gemma":[0.98951614,0.0068705743,0.0004501784,0.0008157468,0.00021331575,0.000018824214,0.000047746842,0.0000028435602,0.0020647943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863833,0.0007633009,0.00005382411,0.00007803851,0.00029900786,0.0001674466],"domain_scores_gemma":[0.99846625,0.0004927972,0.00056655763,0.000036641843,0.00014817658,0.00028961644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010517441,0.00018265427,0.00018588746,0.0006303849,0.0011813045,0.0016502669,0.00020332399,0.0008822238,0.002821609],"category_scores_gemma":[0.0030640184,0.00008500683,0.00015349829,0.00073739834,0.002626364,0.0017346499,0.0020657985,0.0009300112,0.00017758776],"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":[0.00013176272,0.0007566255,0.24573942,0.00082974165,0.00011692126,0.003602615,0.124259114,0.0045762314,0.00091487315,0.42109084,0.020335626,0.17764618],"study_design_scores_gemma":[0.00002018856,0.0004315286,0.3342873,0.0009113001,0.00003503566,0.0028936793,0.35972986,0.0024973352,0.00018436836,0.12286143,0.17602645,0.000121559824],"about_ca_topic_score_codex":0.0038881483,"about_ca_topic_score_gemma":0.0051373076,"teacher_disagreement_score":0.0038881483,"about_ca_system_score_codex":0.0010093498,"about_ca_system_score_gemma":0.0013818911,"threshold_uncertainty_score":0.00943917},"labels":[],"label_agreement":null},{"id":"W2984696418","doi":"10.5055/jem.2019.0432","title":"Emergency preparedness in Canada: The role of recreation","year":2019,"lang":"en","type":"review","venue":"Journal of Emergency Management","topic":"Sport and Mega-Event Impacts","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":"Recreation; Preparedness; Resilience (materials science); Emergency management; Realm; Public relations; Community resilience; Business; Perspective (graphical); Disaster planning; Environmental planning; Environmental resource management; Political science; Poison control; Human factors and ergonomics; Medicine; Medical emergency; Computer science; Geography; Resource (disambiguation)","score_opus":0.08539013896091044,"score_gpt":0.38197886098951656,"score_spread":0.2965887220286061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984696418","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030032155,0.99787176,0.00003203778,0.00048051102,0.00011353375,0.0000057892516,0.000035962763,0.0000025109919,0.0011574674],"genre_scores_gemma":[0.0036141507,0.9958846,0.00008796397,0.00011625937,0.000038738173,0.0000040449686,0.00002349793,0.0000011502758,0.00022954159],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991166,0.00013642464,0.00010656432,0.0000938327,0.00044304816,0.000103441045],"domain_scores_gemma":[0.9975701,0.00084986445,0.00029222283,0.0000330917,0.0010363735,0.0002183005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013067076,0.00083312433,0.0013088331,0.0055974447,0.0015178886,0.0036439935,0.0011097884,0.001303479,0.0038858606],"category_scores_gemma":[0.0035491127,0.00027917314,0.00089225586,0.009369671,0.0012955434,0.0011787186,0.0010285072,0.0015768658,0.00041836317],"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":[0.00009331503,0.000080841266,0.0023148074,0.0727309,0.00025173946,0.00026449206,0.0010757947,0.00041969324,0.00029240438,0.0060393363,0.02185608,0.89458054],"study_design_scores_gemma":[0.00001908201,0.00012928175,0.025600346,0.084384695,0.0007168151,0.00091671036,0.002647676,0.00025796954,0.00031143366,0.0018694854,0.883064,0.000082531624],"about_ca_topic_score_codex":0.6194314,"about_ca_topic_score_gemma":0.7537879,"teacher_disagreement_score":0.38056862,"about_ca_system_score_codex":0.010312821,"about_ca_system_score_gemma":0.047727656,"threshold_uncertainty_score":0.76561975},"labels":[],"label_agreement":null},{"id":"W3111340862","doi":"10.5055/jem.2020.0484","title":"Canadian emergency medicine and critical care physician perspectives on pandemic triage in COVID-19","year":2020,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Response and Management","field":"Health Professions","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":"Hamilton Health Sciences; Trillium Health Centre","funders":"","keywords":"Triage; Pandemic; Medicine; Thematic analysis; Health care; Scarcity; Anxiety; Emergency department; Medical emergency; Multidisciplinary approach; Nursing; Qualitative research; Coronavirus disease 2019 (COVID-19); Disease; Political science; Infectious disease (medical specialty); Psychiatry","score_opus":0.17169514516723464,"score_gpt":0.49004285685141385,"score_spread":0.3183477116841792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111340862","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2797152,0.015264385,0.0004497378,0.62986594,0.0024415273,0.00016883595,0.00058396655,0.000044521028,0.07146586],"genre_scores_gemma":[0.9217919,0.009553201,0.00075137615,0.061193418,0.0006788694,0.00007151315,0.00020873778,0.000020384006,0.0057305642],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99241227,0.0019701933,0.00021961296,0.00032278243,0.0022012207,0.0028740424],"domain_scores_gemma":[0.9824294,0.0032959036,0.0012426035,0.00010828706,0.004822632,0.008101119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065260413,0.0004274786,0.000317533,0.0014148612,0.019363748,0.0044475496,0.0017105598,0.0038426737,0.007821204],"category_scores_gemma":[0.015773602,0.00034267054,0.00045284306,0.0027574939,0.006098137,0.0015051371,0.002969526,0.0040830504,0.0003132913],"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":[0.00041731822,0.00022772372,0.1224299,0.0016688884,0.000060368813,0.010855312,0.4257048,0.0008167492,0.0018520786,0.013650209,0.3355435,0.08677312],"study_design_scores_gemma":[0.00007799892,0.00016432005,0.16846123,0.0014934454,0.000038113103,0.0018994155,0.52057993,0.00032744987,0.00033972593,0.0013920675,0.30501848,0.00020789738],"about_ca_topic_score_codex":0.96023136,"about_ca_topic_score_gemma":0.9767402,"teacher_disagreement_score":0.9264499,"about_ca_system_score_codex":0.073550105,"about_ca_system_score_gemma":0.10487949,"threshold_uncertainty_score":0.53364587},"labels":[],"label_agreement":null},{"id":"W3116559078","doi":"10.5055/jem.2020.0494","title":"Baseline assessment of a potassium iodide distribution for nuclear power plant emergencies in the Canadian-United States border region","year":2020,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Radioactive contamination and transfer","field":"Environmental Science","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":"Windsor Utilities Commission (Canada)","funders":"","keywords":"Context (archaeology); Demographics; Nuclear power plant; Comprehension; Medicine; Demography; Fukushima Nuclear Accident; Psychology; Gerontology; Geography; Computer science; Sociology","score_opus":0.023365933833288798,"score_gpt":0.27636068739579245,"score_spread":0.25299475356250367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116559078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924856,0.00023239736,0.00014679963,0.00020468078,0.000013528606,0.00013972602,0.0025151775,0.000017651682,0.0042445827],"genre_scores_gemma":[0.9971812,0.00024066566,0.00033146524,0.0000825197,0.0000055801474,0.000033720797,0.001257369,0.0000034285436,0.0008640444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937785,0.00004504217,0.000042863987,0.000056644927,0.00029703774,0.00018056172],"domain_scores_gemma":[0.998473,0.000051894425,0.00020050931,0.000024716268,0.0009920239,0.00025785295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000599573,0.0002791838,0.00027486973,0.0008037749,0.002064676,0.0006198679,0.00066902494,0.00031006522,0.0020928145],"category_scores_gemma":[0.0027353105,0.0002061023,0.0003981846,0.001276113,0.00037575045,0.00036098078,0.000505034,0.0005763013,0.00032308826],"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":[0.000043501677,0.000078002275,0.994159,0.000027544098,0.000018460323,0.00011824395,0.00088362675,0.00008578574,0.00023920927,0.000024706245,0.000704614,0.0036174457],"study_design_scores_gemma":[0.000001671727,0.000055607205,0.99771726,0.000012167369,0.000007065248,0.000066797154,0.0013533914,0.00010206986,0.00005625496,0.000005666944,0.0006164841,0.0000056812187],"about_ca_topic_score_codex":0.96773493,"about_ca_topic_score_gemma":0.9846636,"teacher_disagreement_score":0.032265067,"about_ca_system_score_codex":0.010429199,"about_ca_system_score_gemma":0.017955007,"threshold_uncertainty_score":0.07566953},"labels":[],"label_agreement":null},{"id":"W3174668963","doi":"10.5055/jem.0581","title":"Ten (+1) lessons from conducting a mass casualty in situ simulation exercise in a Canadian academic hospital setting","year":2021,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Response and Management","field":"Health Professions","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":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Preparedness; Mass-casualty incident; Surge Capacity; Mass Casualty; Medical emergency; Emergency management; Emergency department; Patient safety; Medicine; Medical education; Human factors and ergonomics; Psychology; Poison control; Nursing; Health care; Coronavirus disease 2019 (COVID-19)","score_opus":0.11743523770605092,"score_gpt":0.45325217643380245,"score_spread":0.33581693872775153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174668963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7527503,0.0018831895,0.051968135,0.026599718,0.002704747,0.004554341,0.0011591322,0.0023058231,0.1560746],"genre_scores_gemma":[0.7740331,0.0043102424,0.11514944,0.008642328,0.00032636462,0.0017532485,0.000969669,0.00040305473,0.09441251],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975399,0.0009213789,0.00009411375,0.00021085113,0.000545646,0.0006881973],"domain_scores_gemma":[0.9956031,0.0006489101,0.00012460772,0.0001789061,0.0011774562,0.0022669912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003117691,0.0016055668,0.00056838326,0.0005605104,0.0056801494,0.0022833114,0.00269208,0.0020504703,0.005321637],"category_scores_gemma":[0.007816148,0.00058101385,0.00068727555,0.00042498708,0.002574562,0.0012165108,0.004105125,0.0028634297,0.0017410567],"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":[0.0008792596,0.009319611,0.02916755,0.0028457842,0.00008710724,0.008780885,0.22302678,0.0130289355,0.026855337,0.0045657777,0.16356583,0.5178772],"study_design_scores_gemma":[0.00026256446,0.008429383,0.058330968,0.0026382536,0.00013331344,0.0049186,0.26049083,0.007899864,0.0158291,0.005525307,0.63471025,0.00083163043],"about_ca_topic_score_codex":0.13084954,"about_ca_topic_score_gemma":0.48149964,"teacher_disagreement_score":0.86915046,"about_ca_system_score_codex":0.008177368,"about_ca_system_score_gemma":0.013450257,"threshold_uncertainty_score":0.26017582},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39840168,0.0081486115,0.0069186115,0.12678377,0.0009956479,0.0003126379,0.0006798797,0.00009402327,0.45766518],"genre_scores_gemma":[0.972668,0.0031038222,0.0022988622,0.003066009,0.00007100327,0.000086658496,0.00008953067,0.00003656169,0.018579703],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978667,0.0005207059,0.000040727315,0.00013207007,0.00052623224,0.0009135816],"domain_scores_gemma":[0.9982192,0.00030380575,0.00008043435,0.00007101584,0.0006586704,0.00066691864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016688808,0.00052933214,0.0005144277,0.0032037485,0.027559428,0.008986622,0.0026046517,0.0019304428,0.0065133935],"category_scores_gemma":[0.002456295,0.00023562642,0.00041716403,0.0048774234,0.024608342,0.003397673,0.0057815644,0.0037795317,0.00023533365],"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":[0.000028902794,0.00006843174,0.013310407,0.00016617727,0.00002262932,0.0006194042,0.23134242,0.00063215086,0.0002362538,0.70943236,0.016990045,0.027150743],"study_design_scores_gemma":[0.000012113084,0.00003317449,0.018795775,0.00055385544,0.00005005445,0.00038321663,0.69553536,0.0014150533,0.00013974881,0.065210834,0.21778668,0.00008410994],"about_ca_topic_score_codex":0.9918508,"about_ca_topic_score_gemma":0.99527246,"teacher_disagreement_score":0.1001939,"about_ca_system_score_codex":0.1001939,"about_ca_system_score_gemma":0.1745819,"threshold_uncertainty_score":0.726961},"labels":[],"label_agreement":null},{"id":"W3209888607","doi":"10.5055/jem.0618","title":"More than technology: Experiences of Virtual Emergency Operations Centers (VEOCs) during the COVID-19 pandemic response in Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Occupational Health and Safety Research","field":"Health Professions","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":"Provincial Health Services Authority; Carbon Engineering (Canada); Alberta Health; McGill University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Emergency management; Personal protective equipment; Government (linguistics); Limiting; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Emergency response; Exploratory research; 2019-20 coronavirus outbreak; Business; Emergency planning; Medical emergency; Knowledge management; Process management; Operations management; Computer science; Engineering; Medicine; Political science; Sociology","score_opus":0.08700382588786608,"score_gpt":0.4580822517526639,"score_spread":0.37107842586479783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209888607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867753,0.00046567724,0.00070512056,0.0029319243,0.000066513945,0.000078215555,0.00007792675,0.0000183565,0.008881045],"genre_scores_gemma":[0.99558926,0.0005078269,0.000370263,0.00063492416,0.000012189891,0.00002802794,0.00003590179,0.000018543951,0.0028030172],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99144065,0.0033704587,0.00020199476,0.00043440092,0.0014248926,0.00312766],"domain_scores_gemma":[0.9880982,0.004437987,0.00074196776,0.00025069393,0.0019081404,0.0045630015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045309905,0.0007050329,0.00056290225,0.0014493101,0.023432424,0.008158436,0.0020209085,0.0020220177,0.0025822474],"category_scores_gemma":[0.013702779,0.0006359045,0.00040854464,0.0021398712,0.01411735,0.0030267152,0.007861733,0.0037219736,0.00021067144],"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":[0.00003568265,0.000044502995,0.0060589015,0.00007700179,0.000005191559,0.00063349155,0.9857739,0.00009795903,0.0003197125,0.00068075623,0.0011722037,0.005100732],"study_design_scores_gemma":[0.0000025734446,0.000032214062,0.0032423325,0.00006230902,0.000004542293,0.00009757564,0.9872595,0.0000782873,0.00009552525,0.000069105175,0.0090360185,0.000020002984],"about_ca_topic_score_codex":0.86468214,"about_ca_topic_score_gemma":0.9284757,"teacher_disagreement_score":0.13531786,"about_ca_system_score_codex":0.037563752,"about_ca_system_score_gemma":0.054168865,"threshold_uncertainty_score":0.2725454},"labels":[],"label_agreement":null},{"id":"W4231509679","doi":"10.5055/jem.2007.0012","title":"Ready, aye ready? Support mechanisms for healthcare workers in emergency planning: A critical gap analysis of three hospital emergency plans","year":2007,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Response and Management","field":"Health Professions","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":"Checklist; Pandemic; Personal protective equipment; Health care; Medicine; Context (archaeology); Focus group; Medical emergency; Infection control; Nursing; Business; Psychology; Disease; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19); Political science","score_opus":0.13702543468736914,"score_gpt":0.4749314359877854,"score_spread":0.33790600130041626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231509679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838244,0.0008792243,0.002480405,0.0031993934,0.000036815592,0.0010439991,0.00031119923,0.0000121885205,0.008212339],"genre_scores_gemma":[0.99395096,0.0007749923,0.0034152481,0.00026757474,0.00000618053,0.0006530877,0.0001704257,0.000008798273,0.00075277436],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9950104,0.0020966523,0.00034105743,0.00024553994,0.0010256533,0.00128077],"domain_scores_gemma":[0.9818304,0.011510418,0.001637297,0.00036183457,0.0034555679,0.001204402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012789729,0.0005286383,0.0004949831,0.0046768435,0.009422046,0.0046128137,0.002283105,0.0013112575,0.0017239329],"category_scores_gemma":[0.019845316,0.0005445368,0.00059212017,0.0049724905,0.006013144,0.004673919,0.00740114,0.0018241692,0.000103647835],"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":[0.000067610956,0.00005846221,0.017935406,0.0006195751,0.000010036045,0.00068778294,0.959962,0.000110135974,0.00026146157,0.0042111063,0.0007399936,0.015336357],"study_design_scores_gemma":[0.0000028854213,0.000019106086,0.0061692917,0.00018484457,0.000007800028,0.00004837338,0.9909033,0.00007746803,0.00010513862,0.00033796075,0.0021391222,0.000004596301],"about_ca_topic_score_codex":0.084512286,"about_ca_topic_score_gemma":0.14670157,"teacher_disagreement_score":0.084512286,"about_ca_system_score_codex":0.02780083,"about_ca_system_score_gemma":0.042309828,"threshold_uncertainty_score":0.20171005},"labels":[],"label_agreement":null},{"id":"W4284679596","doi":"10.5055/jem.0659","title":"Interprofessional collaboration among first responder students in a simulated disaster exercise","year":2022,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Disaster Response and Management","field":"Health Professions","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":"Centennial College","funders":"","keywords":"First responder; Interprofessional education; Medical education; Pandemic; Psychology; Emergency management; Event (particle physics); Disaster response; Health care; Coronavirus disease 2019 (COVID-19); Medicine; Medical emergency","score_opus":0.03543552873554239,"score_gpt":0.4273548495325092,"score_spread":0.3919193207969668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284679596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971089,0.000049703212,0.0005838159,0.00030714602,0.00002852871,0.00033349037,0.00003759442,0.000033596443,0.0015173419],"genre_scores_gemma":[0.9941724,0.00017711968,0.0027704844,0.00033041622,0.00002033308,0.00052254845,0.000100859324,0.000009334543,0.0018964919],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9960492,0.0018681487,0.00022016611,0.0002908713,0.0006021139,0.0009695322],"domain_scores_gemma":[0.9917384,0.001663205,0.00070716423,0.0003785856,0.0012701307,0.004242516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052192663,0.0006454385,0.000673119,0.0008652531,0.0022974648,0.0023350283,0.0012869776,0.0013501131,0.0072497115],"category_scores_gemma":[0.012006428,0.00045324338,0.0005508297,0.0003670291,0.00081889867,0.0011038418,0.0041139517,0.0017580071,0.0015317563],"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":[0.002113121,0.063484736,0.31462726,0.0018767364,0.00019108946,0.0029469912,0.29769382,0.0022060107,0.015022365,0.0005709036,0.012977358,0.2862897],"study_design_scores_gemma":[0.0011809724,0.048847426,0.36047,0.0013696129,0.00021116842,0.0047453395,0.5018736,0.0048995367,0.016113084,0.0011453263,0.0588107,0.00033325696],"about_ca_topic_score_codex":0.0011855734,"about_ca_topic_score_gemma":0.004193995,"teacher_disagreement_score":0.0072497115,"about_ca_system_score_codex":0.0014967489,"about_ca_system_score_gemma":0.003926964,"threshold_uncertainty_score":0.027602434},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99525464,0.00010260797,0.000019937328,0.0010197933,0.000024019235,0.0000054912734,0.000047914957,0.000003075764,0.0035226129],"genre_scores_gemma":[0.9990102,0.000073416355,0.000015067383,0.00014996887,0.000019641455,0.000006087628,0.00003422869,0.0000022902332,0.0006890836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984944,0.000792813,0.000039129496,0.00009124678,0.00012977641,0.00045262047],"domain_scores_gemma":[0.97408795,0.01408091,0.00608197,0.0005513914,0.0011333369,0.0040644957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025491114,0.00016194046,0.00025926626,0.0005847302,0.0020867109,0.002039017,0.0005315241,0.0008959246,0.008926549],"category_scores_gemma":[0.017675873,0.00015313251,0.00040917896,0.00065456587,0.0010128678,0.0008724943,0.0012776161,0.0019697347,0.0006595527],"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":[0.0019454767,0.002648307,0.93758136,0.000119579505,0.00023167476,0.0005400091,0.01685154,0.0007849073,0.001190601,0.0019907893,0.00748877,0.028626824],"study_design_scores_gemma":[0.000021760316,0.00034526884,0.9760198,0.000023862432,0.00004212538,0.000039631446,0.020575784,0.00018804122,0.00023107263,0.00020247545,0.002299435,0.000010727614],"about_ca_topic_score_codex":0.01815651,"about_ca_topic_score_gemma":0.04435253,"teacher_disagreement_score":0.01815651,"about_ca_system_score_codex":0.0016035867,"about_ca_system_score_gemma":0.0016230451,"threshold_uncertainty_score":0.03610164},"labels":[],"label_agreement":null},{"id":"W4320507194","doi":"10.5055/jem.0722","title":"Emergency health surge support: Lessons learned from a review of Red Cross responses, 2015-2019","year":2023,"lang":"en","type":"review","venue":"Journal of Emergency Management","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Red Cross Society","funders":"","keywords":"Surge Capacity; Emergency management; Public health; Context (archaeology); Emergency response; Business; Medical emergency; Medicine; Political science; Nursing","score_opus":0.39561077027143227,"score_gpt":0.5801623353256935,"score_spread":0.18455156505426124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320507194","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012676374,0.9989888,0.00004194025,0.00043607302,0.000110999,0.000008235983,0.000037508296,0.000002168071,0.00024753943],"genre_scores_gemma":[0.0014256184,0.99793243,0.00014052795,0.00033387338,0.000057907444,0.000012528774,0.00003412443,0.0000015793895,0.00006141548],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979594,0.00058050366,0.00064509665,0.00022628896,0.0004919703,0.000096807285],"domain_scores_gemma":[0.9813244,0.013534901,0.0017214196,0.0002214124,0.0028607529,0.0003371821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059980243,0.000653681,0.0020426724,0.0066391937,0.00037648674,0.0020362437,0.001011845,0.0011740985,0.0033238684],"category_scores_gemma":[0.02058898,0.00054129265,0.0017190318,0.0077849585,0.0005801019,0.0022931853,0.00092050695,0.0015621247,0.00055770256],"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":[0.00011095018,0.0000476545,0.00048770063,0.30522585,0.00072067097,0.00010645652,0.00062771,0.00022915035,0.00027663962,0.0027801266,0.01783773,0.67154944],"study_design_scores_gemma":[0.00003932283,0.00022886145,0.00520454,0.40659407,0.0027000827,0.00056227454,0.0010413136,0.00011414293,0.00024886391,0.001395809,0.5818227,0.000048025253],"about_ca_topic_score_codex":0.0074260593,"about_ca_topic_score_gemma":0.022616586,"teacher_disagreement_score":0.0074260593,"about_ca_system_score_codex":0.0023083691,"about_ca_system_score_gemma":0.0093660075,"threshold_uncertainty_score":0.031720996},"labels":[],"label_agreement":null},{"id":"W4400574309","doi":"10.5055/jem.0803","title":"A longitudinal follow-up study of rescue and recovery narratives of Oklahoma City bombing responders nearly a quarter century later","year":2024,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","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); Narrative; History; Aeronautics; Psychology; Engineering; Archaeology; Art","score_opus":0.08454266951617247,"score_gpt":0.3878655869667448,"score_spread":0.3033229174505723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400574309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992766,0.0000765021,0.000032586307,0.00016071624,0.0000061350083,0.000026848875,0.00011439357,0.0000016763481,0.00030446477],"genre_scores_gemma":[0.99765366,0.00022347923,0.00013483634,0.00020105756,0.000008405713,0.00012741784,0.00033502086,0.0000049720857,0.0013110243],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99942434,0.00021323163,0.000031380987,0.000064581356,0.000079272424,0.00018727554],"domain_scores_gemma":[0.99775,0.0004134635,0.00060434424,0.00018372491,0.000629864,0.0004185861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019006586,0.00028487595,0.00038507613,0.0014213191,0.005029647,0.0018135122,0.00066805707,0.00080116006,0.0016354985],"category_scores_gemma":[0.0045622317,0.00042869552,0.00025252573,0.0009661346,0.0010605045,0.0017684798,0.0023249823,0.0018824922,0.0006237675],"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":[0.0002000968,0.000588648,0.3357027,0.00008190752,0.000029906787,0.001279345,0.6466271,0.000026782614,0.0019316116,0.00017656409,0.0021369057,0.011218421],"study_design_scores_gemma":[0.0000083345185,0.00022727277,0.38991687,0.00006527415,0.000015647161,0.00024249536,0.60567915,0.00004844559,0.0002655636,0.000058435693,0.003446109,0.00002636537],"about_ca_topic_score_codex":0.051527817,"about_ca_topic_score_gemma":0.099173926,"teacher_disagreement_score":0.051527817,"about_ca_system_score_codex":0.0018858174,"about_ca_system_score_gemma":0.0021088177,"threshold_uncertainty_score":0.102455795},"labels":[],"label_agreement":null},{"id":"W4409212253","doi":"10.5055/jem.0882","title":"Psychosocial crisis management: Assisting sensory-impaired individuals in case of disasters","year":2024,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","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":"Arthritis Society","funders":"","keywords":"Psychosocial; Crisis management; Psychosocial support; Emergency management; Psychology; Business; Psychiatry; Political science","score_opus":0.09410274696871122,"score_gpt":0.4327278119263503,"score_spread":0.33862506495763905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409212253","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.852371,0.008412374,0.0062986636,0.06988031,0.0014069163,0.0010925026,0.000169695,0.00012618734,0.06024247],"genre_scores_gemma":[0.9856147,0.0057303435,0.003446334,0.0027102656,0.0001621839,0.0002729926,0.00004790911,0.0000072516978,0.0020079815],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896693,0.0006690082,0.00003714354,0.0000326885,0.00007548338,0.00021866184],"domain_scores_gemma":[0.998403,0.00045770215,0.00018656446,0.000040184383,0.00016733372,0.00074513134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017769996,0.0002813353,0.00019058207,0.00050405884,0.002741277,0.0011086826,0.00060708716,0.0009862484,0.004598408],"category_scores_gemma":[0.0044106077,0.000107371474,0.00027026443,0.0002714645,0.0014074503,0.0011478405,0.00303094,0.0014843153,0.00040932276],"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":[0.00033481405,0.0024757688,0.06484152,0.0062239096,0.0001033523,0.019536238,0.39799517,0.00092106056,0.0056445743,0.009217171,0.073062934,0.4196435],"study_design_scores_gemma":[0.000091359616,0.0012344728,0.08418048,0.003693634,0.00008092871,0.013984655,0.771322,0.0005966322,0.0014175535,0.009008491,0.11430801,0.00008174199],"about_ca_topic_score_codex":0.00082946784,"about_ca_topic_score_gemma":0.0023706984,"teacher_disagreement_score":0.004598408,"about_ca_system_score_codex":0.0007579576,"about_ca_system_score_gemma":0.004108347,"threshold_uncertainty_score":0.015383184},"labels":[],"label_agreement":null},{"id":"W4409212313","doi":"10.5055/jem.0881","title":"Government response to the increase in gender-based violence during the pandemic in Canada: Lessons for addressing inequity in emergency management practice","year":2024,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Intimate Partner and Family Violence","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":"Royal Roads University","funders":"","keywords":"Government (linguistics); Pandemic; Legislature; Public health; Transgender; Political science; Economic growth; Public relations; Public administration; Business; Criminology; Medicine; Sociology; Coronavirus disease 2019 (COVID-19); Disease; Nursing; Law; Infectious disease (medical specialty); Economics","score_opus":0.07220210119866945,"score_gpt":0.38793888811987187,"score_spread":0.31573678692120244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409212313","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31172463,0.09871311,0.0018606972,0.49985257,0.0018707975,0.0005535916,0.0016061551,0.00013387861,0.08368458],"genre_scores_gemma":[0.9050824,0.06087878,0.0036229386,0.02391403,0.00024757037,0.00016962155,0.00039264993,0.000059480895,0.0056325323],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9952703,0.0011601665,0.00022965875,0.00025784635,0.0018821261,0.0011999017],"domain_scores_gemma":[0.97301143,0.0073150843,0.0020443231,0.00043801192,0.012178618,0.005012501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074897986,0.00038706727,0.0004917371,0.004118203,0.010416913,0.0072673857,0.0016059523,0.0014770081,0.0036008253],"category_scores_gemma":[0.02872498,0.00029255362,0.00062691554,0.0062330635,0.0053785495,0.002800811,0.0034582876,0.0029082044,0.00015309294],"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":[0.00021088423,0.0002220444,0.1963934,0.0069937706,0.0003389281,0.0018099203,0.15236881,0.001391183,0.0010678133,0.030850805,0.113146596,0.4952058],"study_design_scores_gemma":[0.000058370668,0.00015447407,0.25427443,0.0119158365,0.00026884378,0.00041610803,0.36489627,0.0010162357,0.00081498356,0.0063370187,0.35958833,0.00025915107],"about_ca_topic_score_codex":0.9853233,"about_ca_topic_score_gemma":0.9931023,"teacher_disagreement_score":0.11654167,"about_ca_system_score_codex":0.11654167,"about_ca_system_score_gemma":0.40299466,"threshold_uncertainty_score":0.84557295},"labels":[],"label_agreement":null},{"id":"W7120215500","doi":"10.5055/jem.0966","title":"Citizen interpreters in crisis response: Social capital, ethical trade-offs, and hybrid quality control in emergency language services—A comparative analysis of volunteer-led practices in COVID-19 pandemic and climate disasters","year":2025,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","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":"Grassroots; Operationalization; Terminology; Emergency management; Multilingualism; Interpreter; Poison control; Participatory action research; Mentorship","score_opus":0.09022503631424099,"score_gpt":0.5232960771354492,"score_spread":0.43307104082120823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120215500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98567134,0.00020250019,0.0008455947,0.0032746159,0.00003279552,0.000041938307,0.000009926266,0.000008507853,0.009912796],"genre_scores_gemma":[0.9986786,0.00008571723,0.000210325,0.00019782998,0.0000064420237,0.000014470895,0.000004796363,0.000006565762,0.00079531356],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.984512,0.012317323,0.00026685398,0.00043930078,0.000888729,0.0015758378],"domain_scores_gemma":[0.98721445,0.0069511016,0.0018879249,0.0006978618,0.0009844159,0.00226422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011651539,0.00025472042,0.00031083505,0.0012591088,0.009206533,0.0066229743,0.0011714034,0.0012987588,0.0031127306],"category_scores_gemma":[0.0246006,0.0003436643,0.00021421982,0.0012580215,0.01568712,0.004776514,0.010088453,0.0018107125,0.0001780396],"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":[0.00003362899,0.000048292597,0.011323653,0.000053249016,0.0000047587637,0.0005611988,0.97200024,0.000054843527,0.00025094367,0.0047224388,0.00055609335,0.010390703],"study_design_scores_gemma":[0.0000060163943,0.000036345737,0.0049737776,0.000057921738,0.0000034432608,0.00016526178,0.9861921,0.00011609613,0.000094462564,0.0009172612,0.0074275383,0.000009884022],"about_ca_topic_score_codex":0.019241713,"about_ca_topic_score_gemma":0.04603257,"teacher_disagreement_score":0.019241713,"about_ca_system_score_codex":0.0069169146,"about_ca_system_score_gemma":0.015231239,"threshold_uncertainty_score":0.061619997},"labels":[],"label_agreement":null}]}