{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"91f501cce1dc","filters":{"venue":"International Conference on Information Systems for Crisis Response and Management"}},"results":[{"id":"W2336274750","doi":"","title":"The Role Transferability in Emergency Management Systems","year":2006,"lang":"en","type":"article","venue":"International Conference on Information Systems for Crisis Response and Management","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University","funders":"","keywords":"Transferability; Computer science; Mechanism (biology); Object (grammar); Emergency management; Transfer (computing); Class (philosophy); Risk analysis (engineering); Knowledge management; Process management; Distributed computing; Engineering; Business; Artificial intelligence; Machine learning","authors":[{"name":"Haibin Zhu","is_ca":true},{"name":"Meng Zhou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01056466989515507,"gpt":0.2531004152420767,"spread":0.2425357453469216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062558,0.0001651409,0.0001390176,0.0003681594,0.0002126436,0.0006712227,0.000772244,0.00004328067,0.000003376693],"category_scores_gemma":[0.000003555536,0.0001235435,0.00005753828,0.0002265961,0.00001420781,0.0007690048,0.0001322759,0.00006926175,0.00002365548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008172369,"about_ca_system_score_gemma":0.00001313477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004822077,"about_ca_topic_score_gemma":0.00009221418,"domain_scores_codex":[0.9982083,0.0001305635,0.0006975585,0.0002448091,0.0004853425,0.0002333646],"domain_scores_gemma":[0.9991342,0.0000902598,0.0001588593,0.0003753578,0.0001993752,0.00004197599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004176023,0.00003670751,0.0001042608,0.0001584009,0.00006108655,0.000002033722,0.0007473001,0.001864979,0.000007997513,0.9842467,0.0007690992,0.01158387],"study_design_scores_gemma":[0.001137373,0.0001262483,0.006735985,0.0001374082,0.00001482848,0.000006473061,0.01061308,0.136217,0.00004358274,0.01281352,0.8318686,0.0002859012],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04390837,0.0008452247,0.7823145,0.01444686,0.005222578,0.005000959,0.0001011225,0.0002927614,0.1478676],"genre_scores_gemma":[0.9973967,0.0007081935,0.0002702531,0.0001893877,0.00004231868,0.0008356298,0.00002858184,0.000004829946,0.0005241241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9714332,"threshold_uncertainty_score":0.6472616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2615406299","doi":"","title":"Crisis warning signs in mHealth for military veterans: a collaborative design approach","year":2016,"lang":"en","type":"article","venue":"International Conference on Information Systems for Crisis Response and Management","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"mHealth; Warning signs; Computer science; Computer security; Medicine; Engineering; Nursing","authors":[{"name":"Zeno Franco","is_ca":false},{"name":"Katinka Hooyer","is_ca":false},{"name":"Rizwana Rizia","is_ca":false},{"name":"A. B. M. Kowser Patwary","is_ca":false},{"name":"Mathew Armstrong","is_ca":false},{"name":"Bryan Semaan","is_ca":false},{"name":"Craig Kuziemsky","is_ca":true},{"name":"Bob Curry","is_ca":false},{"name":"Sheikh Iqbal Ahamed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05836766546162819,"gpt":0.3439290766955029,"spread":0.2855614112338747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002350794,0.0001388339,0.0001874557,0.0006511065,0.000244534,0.0001177092,0.0002955839,0.0001121731,0.000008456864],"category_scores_gemma":[0.0003280356,0.0001124608,0.00004438288,0.0001917386,0.00006637524,0.000923771,0.0000394223,0.00005288836,0.00001229497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003097324,"about_ca_system_score_gemma":0.0001264874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003429658,"about_ca_topic_score_gemma":0.00008490998,"domain_scores_codex":[0.9983322,0.0003142188,0.000499481,0.0002294188,0.0003600083,0.0002646695],"domain_scores_gemma":[0.9986942,0.0004506134,0.0001814424,0.0001446114,0.0004630938,0.00006599229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01093609,0.0001570158,0.0001376307,0.0004063492,0.0003134062,0.000003171674,0.07797608,0.0006094051,0.0001422086,0.8184021,0.05113146,0.03978506],"study_design_scores_gemma":[0.005878287,0.001064085,0.0006436486,0.0005643179,0.00003895954,0.000002315467,0.322956,0.009202902,0.0001125055,0.004173231,0.6548641,0.0004996799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01492267,0.0001089763,0.9532164,0.02185284,0.0005890603,0.004658602,0.0002833033,0.0001546257,0.004213513],"genre_scores_gemma":[0.9910266,0.001019265,0.004465928,0.0004605759,0.00003569772,0.002540394,0.0000244924,0.000007784951,0.0004193027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9761039,"threshold_uncertainty_score":0.4586018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1534940529","doi":"","title":"Assessing team focused behaviors in emergency response teams using the shared priorities measure","year":2014,"lang":"en","type":"article","venue":"International Conference on Information Systems for Crisis Response and Management","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Emergency response; Crew; Measure (data warehouse); Work (physics); Disaster response; Scale (ratio); Rating scale; Computer science; Emergency management; Crisis response; Applied psychology; Psychology; Engineering; Medical emergency; Aeronautics; Medicine","authors":[{"name":"Peter Berggren","is_ca":false},{"name":"Björn Johansson","is_ca":false},{"name":"Nicoletta Baroutsi","is_ca":false},{"name":"Isabelle Turcotte","is_ca":true},{"name":"Sébastien Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05609771005225091,"gpt":0.3668801661233113,"spread":0.3107824560710604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002784969,0.0001741697,0.0001720969,0.0005031293,0.000201865,0.0004716717,0.000315494,0.00008760094,0.00007678608],"category_scores_gemma":[0.00008878831,0.0001400477,0.00006258494,0.0001415506,0.00003050827,0.0008802356,0.00006700939,0.0001299157,0.00002464388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529126,"about_ca_system_score_gemma":0.00003763201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002304937,"about_ca_topic_score_gemma":0.00002237227,"domain_scores_codex":[0.9981537,0.0003662489,0.0006695333,0.0001935372,0.0003924195,0.000224494],"domain_scores_gemma":[0.9989633,0.0001560907,0.0003075401,0.0002890657,0.0002385577,0.0000454356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04590277,0.0004568215,0.01757574,0.0007089928,0.0008361202,0.00001342003,0.06479305,0.003774621,0.001254538,0.7028622,0.02331826,0.1385035],"study_design_scores_gemma":[0.005871386,0.0007513947,0.1921535,0.0008485424,0.0001118091,0.00004087179,0.1303231,0.2492527,0.00003750167,0.0009174662,0.4186848,0.001006823],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937094,0.00004991292,0.04529115,0.001684406,0.002362335,0.001243835,0.00009098957,0.00005763774,0.01212568],"genre_scores_gemma":[0.9981674,0.00006255606,0.0001994774,0.0001806768,0.00005298679,0.0003994499,0.00002847905,0.00001161406,0.0008973719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7019447,"threshold_uncertainty_score":0.5710979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110685129","doi":"","title":"A multiteam international simulation of joint operations in crisis response","year":2012,"lang":"en","type":"article","venue":"International Conference on Information Systems for Crisis Response and Management","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Joint (building); Computer science; Crisis response; Engineering; Political science; Structural engineering","authors":[{"name":"Sébastien Tremblay","is_ca":true},{"name":"Rego Granlund","is_ca":false},{"name":"Peter Berggren","is_ca":false},{"name":"Marie-Eve Jobidon","is_ca":false},{"name":"Martin Holmberg","is_ca":false},{"name":"Paddy Turner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05556848074861748,"gpt":0.3674096283903914,"spread":0.311841147641774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001776357,0.0001619225,0.0001950416,0.0008529766,0.0001114385,0.0002198991,0.0002216452,0.00009455428,0.0001456974],"category_scores_gemma":[0.0001060758,0.00015719,0.00007048831,0.0001404599,0.00002531178,0.0012037,0.00007463909,0.00009436203,0.00008026799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001575544,"about_ca_system_score_gemma":0.00002408886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002513356,"about_ca_topic_score_gemma":0.0000147255,"domain_scores_codex":[0.9982457,0.0001817103,0.0008176492,0.0001652232,0.0003716666,0.0002180942],"domain_scores_gemma":[0.9989281,0.0001692707,0.0002453866,0.0002371123,0.000349284,0.0000708005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.04026753,0.0009206524,0.003587989,0.0003065942,0.000851285,0.000005140482,0.03841358,0.1612401,0.0004530091,0.7249391,0.01350775,0.01550722],"study_design_scores_gemma":[0.004433956,0.000422001,0.06878494,0.0002489434,0.0000405825,0.00001387291,0.04025675,0.5458301,0.00006853564,0.0001697072,0.3392592,0.0004713651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8211666,0.00009870647,0.1480794,0.005162322,0.004839077,0.002069433,0.0004644697,0.0000747608,0.01804519],"genre_scores_gemma":[0.9974194,0.0001213263,0.0003698061,0.0003892045,0.0000681827,0.0004848804,0.0001268318,0.00001006174,0.001010266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7247694,"threshold_uncertainty_score":0.6410021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2574323906","doi":"","title":"Citizen participation in the specification and mapping of potential disaster assets","year":2013,"lang":"en","type":"article","venue":"International Conference on Information Systems for Crisis Response and Management","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Identification (biology); Preparedness; Asset (computer security); Empowerment; Knowledge management; Business; Community resilience; Focus group; Resilience (materials science); Emergency management; Disaster response; Process management; Computer science; Marketing; Computer security; Resource (disambiguation); Political science","authors":[{"name":"Tracey O’Sullivan","is_ca":true},{"name":"Wayne Corneil","is_ca":true},{"name":"Craig Kuziemsky","is_ca":true},{"name":"Daniel E. Lane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04139852254525448,"gpt":0.3299499072228931,"spread":0.2885513846776386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009782257,0.00006301342,0.00007503229,0.000248666,0.0001121063,0.0003979514,0.0001764766,0.00002829178,0.00002863885],"category_scores_gemma":[0.00004479343,0.0000481863,0.00002003579,0.00009739172,0.00006013442,0.0008355165,0.00003645475,0.00002868051,0.00001558758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002803774,"about_ca_system_score_gemma":0.000009461583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002384829,"about_ca_topic_score_gemma":0.00002884391,"domain_scores_codex":[0.9989683,0.0001503675,0.0003228028,0.00009138741,0.0003592208,0.0001079426],"domain_scores_gemma":[0.9995022,0.00007974888,0.0001599351,0.00009017954,0.0001429613,0.00002497413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003722163,0.00006674461,0.000904151,0.0001638075,0.00005723289,7.08394e-7,0.04377669,0.0001414947,0.00008081923,0.9189824,0.007369309,0.02808438],"study_design_scores_gemma":[0.001446782,0.0001522164,0.2977634,0.0002582915,0.00002953885,0.000001197296,0.4466204,0.01357468,0.00001373104,0.005158137,0.2347158,0.0002657723],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8448483,0.00003240386,0.03427807,0.0169011,0.0006021145,0.003049983,0.00002185468,0.0000279447,0.1002382],"genre_scores_gemma":[0.9984906,0.0002737995,0.00006692008,0.0001946967,0.00002617429,0.0003469367,0.00001565545,0.000001762882,0.0005835024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9138243,"threshold_uncertainty_score":0.3837454,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047200947","doi":"","title":"Serious gaming for training nontechnical skills in crisis management and emergency response","year":2019,"lang":"en","type":"article","venue":"International Conference on Information Systems for Crisis Response and Management","topic":"Educational Games and Gamification","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montreal Neurological Institute and Hospital; Université Laval","funders":"","keywords":"Crisis management; Training (meteorology); Emergency response; Crisis response; Emergency management; Computer science; Medical education; Business; Medical emergency; Public relations; Political science; Medicine; Management; Economics; Economic growth; Geography","authors":[{"name":"Isabelle Turcotte","is_ca":true},{"name":"Gabrielle Teyssier‐Roberge","is_ca":false},{"name":"Rego Granlund","is_ca":false},{"name":"Sébastien Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03700312232492595,"gpt":0.357269186435192,"spread":0.320266064110266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001732333,0.0001805346,0.0002081313,0.0007058861,0.00007650669,0.0001498975,0.0002060232,0.0001012037,0.000100163],"category_scores_gemma":[0.00005089613,0.0001811421,0.00006589507,0.0001279454,0.00001719783,0.000475134,0.00005977243,0.00008332187,0.00005967047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001211701,"about_ca_system_score_gemma":0.00001915309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003546981,"about_ca_topic_score_gemma":0.000004740172,"domain_scores_codex":[0.9983117,0.0001363718,0.0007138631,0.0003223369,0.0002797754,0.0002359337],"domain_scores_gemma":[0.9989889,0.0002287296,0.000257919,0.000253426,0.0002055229,0.0000655389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01538055,0.0002192601,0.0006535937,0.0005036321,0.0004047324,0.000003691992,0.01769198,0.0001930433,0.00008760535,0.8996348,0.01846417,0.04676293],"study_design_scores_gemma":[0.003915975,0.0005991405,0.09772352,0.0003307389,0.00005376826,0.00001797225,0.1409019,0.004116893,0.0000136884,0.001890842,0.7499757,0.0004598865],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8418338,0.0003369129,0.09907584,0.01539235,0.004957289,0.008515662,0.000366261,0.0001459662,0.02937589],"genre_scores_gemma":[0.9893652,0.0004666243,0.0008861467,0.000445867,0.0000395934,0.002139555,0.000097644,0.00001388194,0.006545451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8977439,"threshold_uncertainty_score":0.738676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2184111294","doi":"","title":"An Ontology for Contextual Information System Design","year":2014,"lang":"en","type":"article","venue":"International Conference on Information Systems for Crisis Response and Management","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Teamwork; Computer science; Ontology; Context (archaeology); Human–computer interaction; Think aloud protocol; Knowledge management; Contextual design; Collaborative software; Artificial intelligence","authors":[{"name":"Craig Kuziemsky","is_ca":true},{"name":"Ahsan Hadi","is_ca":true},{"name":"Tracey L. O’Sullivan","is_ca":true},{"name":"Daniel E. Lane","is_ca":true},{"name":"Wayne Corneil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08271816883773905,"gpt":0.3162221135129168,"spread":0.2335039446751778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001588695,0.0002037556,0.0002193129,0.0006958413,0.0002334359,0.00133435,0.0004153231,0.0000965059,0.00002158175],"category_scores_gemma":[0.0001635108,0.0001822667,0.00005661328,0.000117595,0.00003230918,0.005602617,0.00006966275,0.00005098075,0.0001841088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007358692,"about_ca_system_score_gemma":0.00001869332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001281549,"about_ca_topic_score_gemma":0.00000589561,"domain_scores_codex":[0.9985598,0.00004111317,0.0006499427,0.0001883373,0.0003388186,0.0002220244],"domain_scores_gemma":[0.998204,0.0001273047,0.0004559561,0.0002608471,0.0009261647,0.00002573294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003324673,0.00002247281,0.0000251145,0.000644537,0.00006431519,2.227083e-7,0.0001706852,0.0008348,0.00001321536,0.9543669,0.01696572,0.02356737],"study_design_scores_gemma":[0.001047462,0.0001194752,0.0003079789,0.0001215811,0.00003576295,0.000004049442,0.00517601,0.3064304,0.00002229325,0.0006219998,0.6859018,0.0002111496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002448236,0.000006336544,0.9812946,0.001560487,0.001562106,0.001672431,0.0001017319,0.0001556269,0.01119844],"genre_scores_gemma":[0.9948138,0.00002042348,0.0009530311,0.002245229,0.0002839297,0.001005598,0.000547824,0.000009771665,0.0001203895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9923655,"threshold_uncertainty_score":0.9997023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2576927641","doi":"","title":"A Network Interdiction Perspective for Providing Emergency Communications: An Analysis for Promoting Resiliency Subject to Resource Constraints and Security Concerns.","year":2016,"lang":"en","type":"article","venue":"International Conference on Information Systems for Crisis Response and Management","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Interdiction; Perspective (graphical); Computer science; Subject (documents); Resource (disambiguation); Computer security; Risk analysis (engineering); Business; Engineering; Computer network; World Wide Web; Artificial intelligence","authors":[{"name":"Michael R. Bartolacci","is_ca":false},{"name":"Stanko Dimitrov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03597461550436626,"gpt":0.3278425884266352,"spread":0.291867972922269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001970657,0.0001715901,0.0002132281,0.0005580586,0.0004062756,0.0004838903,0.000616123,0.00006249008,0.00000548986],"category_scores_gemma":[0.0002202517,0.0001433961,0.00009352849,0.0002623061,0.00004770993,0.001934575,0.0002333894,0.00004795935,0.00000371334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002075375,"about_ca_system_score_gemma":0.0000433547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003680558,"about_ca_topic_score_gemma":0.00003314119,"domain_scores_codex":[0.9983526,0.0001466165,0.0006761573,0.0003051662,0.0002805196,0.0002389771],"domain_scores_gemma":[0.9978407,0.0002514049,0.0003852076,0.0004488264,0.0009582914,0.0001155685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000967376,0.00002936692,0.00009782106,0.00009350662,0.0002446317,1.099171e-7,0.01326625,0.00009192056,0.00001353024,0.9713674,0.00218782,0.01164031],"study_design_scores_gemma":[0.003635678,0.001530613,0.001805213,0.0004614566,0.0002050715,0.00001046882,0.05548376,0.6741684,0.0001381746,0.02146219,0.2403402,0.0007587833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005504253,0.00002965083,0.9802433,0.008274076,0.0003320445,0.002883947,0.0002149134,0.00010029,0.002417585],"genre_scores_gemma":[0.9925017,0.0001300216,0.004827145,0.0005114557,0.00005555643,0.001786316,0.00006286191,0.000006005595,0.0001189836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9869974,"threshold_uncertainty_score":0.5847524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2575060752","doi":"","title":"A structured equation model of collaborative community response","year":2013,"lang":"en","type":"article","venue":"International Conference on Information Systems for Crisis Response and Management","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University; University of Manitoba; University of Ottawa","funders":"","keywords":"Action (physics); Computer science; Emergency response; Knowledge management; Process management; Engineering; Medicine","authors":[{"name":"Daniel E. Lane","is_ca":true},{"name":"Tracey O’Sullivan","is_ca":true},{"name":"Craig Kuziemsky","is_ca":true},{"name":"Fikret Berkes","is_ca":true},{"name":"Anthony Charles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1110716538223236,"gpt":0.4316478645943968,"spread":0.3205762107720732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003445051,0.0001477309,0.0002347891,0.0004926791,0.0004989138,0.0000695571,0.0002382005,0.0001591335,0.00007244908],"category_scores_gemma":[0.0003859326,0.0001310077,0.00004028862,0.0001333163,0.00004390904,0.0007222699,0.00008107426,0.0002743803,0.00009070681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739238,"about_ca_system_score_gemma":0.0001741798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003415465,"about_ca_topic_score_gemma":0.00001390395,"domain_scores_codex":[0.9967682,0.001600955,0.0009358857,0.0001280826,0.0003450452,0.0002218591],"domain_scores_gemma":[0.9968784,0.0009136338,0.0005678972,0.0002938156,0.001256208,0.00008997061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0286159,0.0001345589,0.0003590604,0.001591655,0.0003737534,6.026312e-7,0.07464544,0.002835796,0.001487935,0.8286873,0.04462466,0.01664336],"study_design_scores_gemma":[0.008859009,0.001489295,0.04284334,0.00129555,0.00007435026,0.000002902832,0.3640342,0.4021602,0.0002105292,0.02824203,0.1501041,0.0006844571],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8170355,0.00002181122,0.1327943,0.009033481,0.001335588,0.00571622,0.0004256156,0.0000913724,0.03354618],"genre_scores_gemma":[0.9948877,0.0002077804,0.0007372275,0.001743288,0.00002849062,0.001283683,0.00009603464,0.000008586743,0.001007229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8004453,"threshold_uncertainty_score":0.5342339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1507622645","doi":"","title":"Assessing development of team training","year":2014,"lang":"en","type":"article","venue":"International Conference on Information Systems for Crisis Response and Management","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Training (meteorology); Computer science","authors":[{"name":"Nicoletta Baroutsi","is_ca":false},{"name":"Peter Berggren","is_ca":false},{"name":"Staffan Nählinder","is_ca":false},{"name":"Rego Granlund","is_ca":false},{"name":"Isabelle Turcotte","is_ca":true},{"name":"Sébastien Tremblay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1191289575587285,"gpt":0.390445754207054,"spread":0.2713167966483255,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001875448,0.0001139344,0.0001463396,0.0004559156,0.0001303703,0.0002047605,0.000152951,0.00005212452,0.0001241399],"category_scores_gemma":[0.00003866552,0.000105492,0.00003198701,0.0000623012,0.00001845978,0.00049114,0.00003341168,0.00004691741,0.0000802239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005491368,"about_ca_system_score_gemma":0.0000363089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004573209,"about_ca_topic_score_gemma":9.32332e-7,"domain_scores_codex":[0.9986882,0.00009201034,0.00059279,0.0001279519,0.0003595799,0.0001395225],"domain_scores_gemma":[0.9992204,0.00009622845,0.0002999141,0.0001227601,0.0002212475,0.00003949915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001965782,0.00006499729,0.0002576764,0.0002762809,0.0003886919,3.606306e-7,0.06180638,0.0002579441,0.0001038269,0.4884952,0.008782802,0.4376001],"study_design_scores_gemma":[0.001717095,0.0001449835,0.02156534,0.0002383308,0.00002046431,0.000003592409,0.06142781,0.0143098,0.0001080135,0.0002192921,0.900008,0.0002372459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5348746,0.00001696358,0.2193604,0.0005350763,0.001483559,0.001002586,0.00001399648,0.00006733964,0.2426454],"genre_scores_gemma":[0.9964263,0.00001153562,0.001638714,0.000191006,0.00004181194,0.0003128852,0.00008253738,0.000005922971,0.001289248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8912252,"threshold_uncertainty_score":0.4301838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}