{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":35,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":35,"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":"040e7a0ab77d","filters":{"venue":"Journal of Risk Research"}},"results":[{"id":"W2951247285","doi":"10.1080/13669877.2019.1591484","title":"Drivers of flood and climate change risk perceptions and intention to adapt: an explorative survey in coastal and delta Vietnam","year":2019,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre","keywords":"Climate change; Flood myth; Adaptive capacity; Risk perception; Vulnerability (computing); Perception; Environmental resource management; Climate risk; Geography; Psychology; Environmental planning; Social psychology; Environmental science; Computer science; Ecology","authors":[{"name":"Chinh Cong Ngo","is_ca":false},{"name":"P. Marijn Poortvliet","is_ca":false},{"name":"Peter H. Feindt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0761455730039119,"gpt":0.3560719939997662,"spread":0.2799264209958544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001384613,0.0001885886,0.0002339943,0.0003181485,0.0007598277,0.0007548296,0.0002380151,0.0003376493,0.001294772],"category_scores_gemma":[0.002652059,0.0002933295,0.0002729222,0.0004638174,0.0004617665,0.0007025141,0.0006100566,0.0005387507,0.0001135278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005283696,"about_ca_system_score_gemma":0.0009951281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02299688,"about_ca_topic_score_gemma":0.02608258,"domain_scores_codex":[0.9995554,0.0002291424,0.00003177899,0.00005230663,0.00004409594,0.00008719365],"domain_scores_gemma":[0.9979499,0.0009626599,0.0004549988,0.00009759298,0.0001806333,0.0003542043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002932753,0.0003464377,0.9639893,0.00003495481,0.00002288832,0.0002633856,0.03130724,0.00009946056,0.0004314531,0.00009926288,0.0001172434,0.003258962],"study_design_scores_gemma":[0.000004124753,0.0002831319,0.9357898,0.00002544865,0.00001118008,0.0001365441,0.0625462,0.0005123911,0.0001069184,0.00007064358,0.0005018153,0.0000117351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997832,0.000007682738,0.00003472431,0.00002284262,5.402129e-7,0.000008809412,0.00002572631,3.134244e-7,0.0001160526],"genre_scores_gemma":[0.9996461,0.00003327309,0.00007559955,0.00001908487,0.000001120722,0.00002570505,0.0000311712,5.766573e-7,0.0001674587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02299688,"threshold_uncertainty_score":0.04572606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041930861","doi":"10.1080/13669870600924477","title":"Public Perception of Terrorism Threats and Related Information Sources in Canada: Implications for the Management of Terrorism Risks","year":2006,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":58,"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":"Terrorism; Preparedness; Worry; Government (linguistics); Perception; Population; Political science; Public opinion; Risk perception; Public relations; Psychology; Politics; Environmental health; Medicine; Law","authors":[{"name":"Louise Lemyre","is_ca":true},{"name":"Michelle C. Turner","is_ca":true},{"name":"Jennifer E. C. Lee","is_ca":true},{"name":"Daniel Krewski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1373091743136365,"gpt":0.4066812926245705,"spread":0.2693721183109339,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001826977,0.0002005902,0.0002694786,0.001942107,0.005286815,0.002751865,0.0005339905,0.0003437888,0.002586841],"category_scores_gemma":[0.006689244,0.000195231,0.0003180732,0.004222754,0.001726217,0.0009840112,0.001462324,0.000768099,0.0001003566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03183652,"about_ca_system_score_gemma":0.0474078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917748,"about_ca_topic_score_gemma":0.9927769,"domain_scores_codex":[0.9983253,0.0002157939,0.00006547425,0.00006789312,0.0008810773,0.0004444914],"domain_scores_gemma":[0.9939556,0.001192014,0.001266894,0.00008464407,0.002343799,0.0011571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002259036,0.0001209771,0.828268,0.0003245055,0.00004765104,0.0005939828,0.1077715,0.0004505566,0.0007413476,0.001770101,0.004986889,0.0546985],"study_design_scores_gemma":[0.000008091451,0.000045286,0.8302401,0.0001554824,0.00002115288,0.0001083268,0.1624246,0.0003261829,0.0002024596,0.0001685902,0.006262084,0.00003756638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853548,0.0007964178,0.0001124422,0.004009537,0.00001407505,0.00004622353,0.0006635662,0.00000925613,0.008993699],"genre_scores_gemma":[0.9974947,0.001094578,0.0001193716,0.0001879299,0.000005688788,0.00001175513,0.000190631,0.000003085239,0.0008923164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03183652,"threshold_uncertainty_score":0.2309912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152277208","doi":"10.1080/13669877.2011.634521","title":"Affect-inducing risk communication: current knowledge and future directions","year":2011,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Affect (linguistics); Risk communication; Current (fluid); Risk analysis (engineering); Knowledge management; Psychology; Business; Computer science; Engineering; Communication","authors":[{"name":"Vivianne Visschers","is_ca":false},{"name":"Peter M. Wiedemann","is_ca":false},{"name":"Heinz Gutscher","is_ca":false},{"name":"Stephanie Kurzenhäuser","is_ca":false},{"name":"Roman Seidl","is_ca":false},{"name":"Cynthia G. Jardine","is_ca":true},{"name":"Daniëlle R. M. Timmermans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1763575896065116,"gpt":0.474220228795011,"spread":0.2978626391884994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01472073,0.001262422,0.004307391,0.001842092,0.001434212,0.007773597,0.003684434,0.005436343,0.01523881],"category_scores_gemma":[0.01914519,0.0008784274,0.001427605,0.002256842,0.006720162,0.01056416,0.003331869,0.004491083,0.002755948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002146374,"about_ca_system_score_gemma":0.0066908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003609077,"about_ca_topic_score_gemma":0.003195208,"domain_scores_codex":[0.9968725,0.001106469,0.0005111555,0.000811705,0.0004312717,0.0002669787],"domain_scores_gemma":[0.9230537,0.06591665,0.003748107,0.001707405,0.004293298,0.001280878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006767734,0.000617372,0.003097269,0.02357157,0.0001917808,0.0001911335,0.001536604,0.0004206612,0.0006956559,0.0119624,0.005557387,0.9514813],"study_design_scores_gemma":[0.0003183807,0.003218383,0.06568079,0.1240023,0.002283701,0.003119763,0.03448546,0.003286005,0.005327531,0.261811,0.495796,0.0006706916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004375373,0.9761088,0.002054913,0.01062744,0.0004930315,0.0000542372,0.0001063141,0.00005525295,0.006124601],"genre_scores_gemma":[0.04268734,0.9414971,0.005405738,0.006285928,0.002345221,0.0004029577,0.0001899963,0.0000291333,0.001156709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01523881,"threshold_uncertainty_score":0.07785165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800606770","doi":"10.1080/13669877.2018.1459793","title":"‘Damned if you do, and damned if you don’t’: communicating about uncertainty and evolving science during the H1N1 influenza pandemic","year":2018,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; University of Manitoba","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Pandemic; Public health; Population; Confusion; Public relations; Health communication; Political science; Psychology; Medicine; Coronavirus disease 2019 (COVID-19); Environmental health; Nursing","authors":[{"name":"S. Michelle Driedger","is_ca":true},{"name":"Ryan Maier","is_ca":true},{"name":"Cindy Jardine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08427474778767839,"gpt":0.4430836564331901,"spread":0.3588089086455117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02514177,0.0006896612,0.0005987207,0.001719339,0.02630711,0.01012452,0.002083526,0.003716612,0.001129977],"category_scores_gemma":[0.04140807,0.001005328,0.0004760099,0.001604508,0.03378979,0.007623406,0.008060874,0.00746201,0.0002257009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02354922,"about_ca_system_score_gemma":0.02304603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3194162,"about_ca_topic_score_gemma":0.3325603,"domain_scores_codex":[0.9662024,0.02450022,0.0009675264,0.001069476,0.0037473,0.003513118],"domain_scores_gemma":[0.9640665,0.02224208,0.006361934,0.0007573169,0.003217294,0.003354811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001791606,0.000006416811,0.002448003,0.00003243218,0.000004072904,0.0001554799,0.9950641,0.0000102922,0.0001094596,0.0006272337,0.0002979843,0.001226713],"study_design_scores_gemma":[0.000003119073,0.00002052928,0.00265793,0.00007739436,0.000006381431,0.00009020195,0.9928522,0.00002758447,0.00006213351,0.0002439416,0.003944993,0.0000136229],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666504,0.001945436,0.0007986632,0.01795163,0.0002394866,0.00006875081,0.00003777159,0.00001603556,0.0122918],"genre_scores_gemma":[0.9956368,0.0009087187,0.0002704914,0.002331406,0.00005385844,0.00002377816,0.00001825861,0.000009557768,0.0007471666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9736929,"threshold_uncertainty_score":0.635114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1549436069","doi":"10.1080/13669877.2015.1042496","title":"How do natural and man-made disasters affect international trade? A country-level and industry-level analysis","year":2015,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Endogeneity; Natural disaster; Gravity model of trade; Terrorism; Affect (linguistics); Economics; Socioeconomic status; International trade; Business; Econometrics; Geography","authors":[{"name":"Chang Hoon Oh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1226857500291085,"gpt":0.414159801795683,"spread":0.2914740517665744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008071974,0.0002540713,0.000504833,0.001113894,0.0003662652,0.001763968,0.0003046606,0.0007047044,0.004862103],"category_scores_gemma":[0.002585205,0.0001907843,0.001494865,0.002166693,0.0008417403,0.001133615,0.0009843722,0.0008850423,0.0004838403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005250861,"about_ca_system_score_gemma":0.0004805704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009684044,"about_ca_topic_score_gemma":0.008000697,"domain_scores_codex":[0.9993743,0.0002395166,0.00003650829,0.0001012482,0.00008319552,0.0001653353],"domain_scores_gemma":[0.9967249,0.001562805,0.001013414,0.000184357,0.0002113814,0.0003031442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678202,0.0001720226,0.9666421,0.00007550605,0.0007914509,0.0005872254,0.0004599885,0.01963985,0.0005819038,0.003421744,0.000943229,0.006517299],"study_design_scores_gemma":[0.00001493961,0.0002634255,0.9661173,0.00004074674,0.0003532177,0.0001974662,0.002534382,0.02468688,0.000408614,0.00316128,0.002187888,0.00003371911],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943802,0.0005236615,0.001189269,0.0005152508,0.00001885339,0.00002200966,0.0006825005,0.00001806778,0.002650268],"genre_scores_gemma":[0.9980382,0.0003311426,0.0002153822,0.00004849167,0.00001685417,0.000008501878,0.0003975795,0.000003829707,0.0009399201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009684044,"threshold_uncertainty_score":0.0192554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051998892","doi":"10.1080/13669877.2014.919515","title":"Coupling of advanced techniques for dynamic risk management","year":2014,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Risk analysis (engineering); Risk assessment; Identification (biology); Risk management; Computer science; Hazard; Process (computing); Inference; Hazard analysis; Preparedness; Business; Reliability engineering; Computer security; Engineering; Artificial intelligence","authors":[{"name":"Nicola Paltrinieri","is_ca":false},{"name":"Faisal Khan","is_ca":true},{"name":"Valerio Cozzani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0880144825677147,"gpt":0.4902961626984217,"spread":0.402281680130707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00533632,0.001640366,0.001155335,0.003434262,0.0006045829,0.002979717,0.002886541,0.001459324,0.003481012],"category_scores_gemma":[0.01411752,0.0009006371,0.00233152,0.001663333,0.001608728,0.003538377,0.005156019,0.002880637,0.001286326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001145083,"about_ca_system_score_gemma":0.001616069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001235729,"about_ca_topic_score_gemma":0.0007200158,"domain_scores_codex":[0.9924309,0.002046271,0.0006384365,0.001355367,0.003258693,0.0002704396],"domain_scores_gemma":[0.9904947,0.005224704,0.0008247508,0.001926612,0.001360921,0.0001682741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008327453,0.0002227737,0.00219702,0.0004548162,0.000262933,0.0002464575,0.0009533456,0.146244,0.01425616,0.2267401,0.001488579,0.6068506],"study_design_scores_gemma":[0.00002715957,0.000189492,0.001479455,0.0001368188,0.00009581875,0.0005741367,0.0001939628,0.6984773,0.007651405,0.2652636,0.02578088,0.0001299604],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008893115,0.0001188705,0.9977877,0.0000533789,0.00001517761,0.00003989934,0.000009297506,0.0001244743,0.0009619318],"genre_scores_gemma":[0.07174644,0.0005774212,0.9250024,0.00007891647,0.0001294375,0.0002628901,0.0001039346,0.0001297053,0.001968717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00533632,"threshold_uncertainty_score":0.02822149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2736019963","doi":"10.1080/13669877.2017.1351464","title":"Beck’s creative challenge to class analysis: from the rejection of class to the discovery of risk-class","year":2017,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Class (philosophy); Acknowledgement; Sociology; Class analysis; Inequality; Epistemology; Politics; Political science; Law; Computer science; Mathematics; Computer security","authors":[{"name":"Dean Curran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1063498296333514,"gpt":0.4521896015524501,"spread":0.3458397719190988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01453852,0.0006557744,0.001037352,0.003099989,0.006344742,0.01238707,0.001865129,0.003212368,0.0021578],"category_scores_gemma":[0.02608377,0.000484831,0.0007416193,0.001818564,0.07191838,0.01226897,0.007553537,0.008550332,0.0003680528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006157189,"about_ca_system_score_gemma":0.004850721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005567155,"about_ca_topic_score_gemma":0.003030057,"domain_scores_codex":[0.9850131,0.01026817,0.0003477127,0.001406188,0.002235462,0.0007293004],"domain_scores_gemma":[0.9763901,0.01804023,0.001099296,0.001641103,0.001685925,0.001143159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001085099,0.000005565228,0.0002575703,0.00002116527,0.000003417603,0.00001532736,0.005794023,0.00007056478,0.00002217273,0.9873941,0.002149746,0.004255577],"study_design_scores_gemma":[0.000009581887,0.00001156862,0.0002824675,0.00008761065,0.000004596747,0.00003892132,0.002801659,0.0003549265,0.00007557626,0.9702927,0.02602541,0.0000150832],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08792612,0.02539623,0.1896864,0.481627,0.003616844,0.0001610465,0.000189061,0.0001697161,0.2112276],"genre_scores_gemma":[0.9505445,0.005462995,0.02043137,0.01415441,0.00237902,0.0002274872,0.00003095699,0.0001220588,0.006647371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01453852,"threshold_uncertainty_score":0.07688802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2952064462","doi":"10.1080/13669877.2019.1628090","title":"Community social capital and individual disaster preparedness in immigrants and Canadian-born individuals: an ecological perspective","year":2019,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"Employment and Social Development Canada; Social Sciences and Humanities Research Council of Canada","keywords":"Social capital; Preparedness; Immigration; Emergency management; Perspective (graphical); Demographic economics; Sociology; Geography; Political science; Economic growth; Economics; Social science","authors":[{"name":"An Gie Yong","is_ca":true},{"name":"Louise Lemyre","is_ca":true},{"name":"Celine Pinsent","is_ca":false},{"name":"Daniel Krewski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07762032589773549,"gpt":0.4049615003234843,"spread":0.3273411744257488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009719312,0.0003292738,0.0003163413,0.001481147,0.00458744,0.001678835,0.0005066536,0.0004055802,0.002325665],"category_scores_gemma":[0.002739106,0.0001327567,0.0006310729,0.001496537,0.001635265,0.0006154361,0.002008177,0.0006386364,0.00005677609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01167958,"about_ca_system_score_gemma":0.01740166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9482886,"about_ca_topic_score_gemma":0.9705036,"domain_scores_codex":[0.9994668,0.00007175104,0.00001522673,0.00005495282,0.0001069953,0.0002842091],"domain_scores_gemma":[0.9987975,0.0001730885,0.0002085927,0.00004770941,0.0002310316,0.000542087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001469288,0.0001078145,0.9564962,0.00006619442,0.0001333017,0.0002063623,0.02286263,0.0003684139,0.0003726241,0.003257459,0.0006352571,0.01534677],"study_design_scores_gemma":[0.000005532652,0.00003674127,0.9712819,0.00006677603,0.00006507396,0.00005833988,0.02624654,0.0004683301,0.00007395078,0.000464977,0.001203828,0.00002810758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971557,0.000259067,0.00008728371,0.0004327358,0.000009408723,0.00001013085,0.0001044774,0.000001622417,0.001939657],"genre_scores_gemma":[0.9993986,0.0001242536,0.00008531433,0.00003558439,0.000002653359,0.000003818169,0.00005052143,6.417797e-7,0.0002986622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05171144,"threshold_uncertainty_score":0.1040319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087127286","doi":"10.1080/13669877.2010.514429","title":"(Mis)managing a risk controversy: the Canadian salmon aquaculture industry’s responses to organized and local opposition","year":2010,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Victoria; University of Ottawa","funders":"","keywords":"Opposition (politics); Legitimacy; Criticism; Indigenous; Aquaculture; Public relations; Political science; Sociology; Business; Political economy; Fishery; Law; Politics; Ecology; Fish <Actinopterygii>","authors":[{"name":"Nathan Young","is_ca":true},{"name":"Mary Liston","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04313513457019922,"gpt":0.3992513929336006,"spread":0.3561162583634013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01472596,0.0005083198,0.0004373684,0.001881159,0.04359856,0.0123233,0.002323054,0.006522684,0.003235385],"category_scores_gemma":[0.03419034,0.0004136227,0.0004852379,0.002290788,0.0158971,0.002798315,0.007151631,0.009268189,0.0002933429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05111272,"about_ca_system_score_gemma":0.05864128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7665096,"about_ca_topic_score_gemma":0.8521515,"domain_scores_codex":[0.9857816,0.005364907,0.0003109243,0.000913523,0.004669194,0.002959808],"domain_scores_gemma":[0.9750454,0.009889739,0.003885472,0.0007393955,0.006218878,0.004221139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008440602,0.00007955769,0.02800339,0.0001148615,0.00003678771,0.001600214,0.9180102,0.0003227013,0.001461177,0.009719027,0.01620246,0.02436531],"study_design_scores_gemma":[0.00001568344,0.00006030775,0.02690166,0.0001031206,0.00002719982,0.0001836383,0.8834386,0.0004637171,0.0003669049,0.001731237,0.08662701,0.00008080265],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.877484,0.001023173,0.001158486,0.06069199,0.0004361468,0.0001082777,0.00004914217,0.00004073423,0.05900811],"genre_scores_gemma":[0.9872824,0.0003576386,0.0003348247,0.005002055,0.00009354945,0.00002923716,0.00001736995,0.00002046792,0.006862446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9564015,"threshold_uncertainty_score":0.4697309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037754201","doi":"10.1080/13669870802579806","title":"A quantitative assessment of the insider/outsider dimension of the cultural theory of risk and place","year":2009,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Insider; Hazard; Risk perception; Perception; Dimension (graph theory); Telephone survey; Logistic regression; Sociology; Social psychology; Business; Psychology; Marketing; Political science; Law; Computer science","authors":[{"name":"Jamie Baxter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1073154244214065,"gpt":0.4834697588530013,"spread":0.3761543344315948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01480913,0.0002610897,0.0003107624,0.005190483,0.001778238,0.002069464,0.0005878191,0.0003886186,0.003400506],"category_scores_gemma":[0.03259752,0.0002132945,0.0003373728,0.003669452,0.003888818,0.001457325,0.003181624,0.0007398232,0.0002131494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002258951,"about_ca_system_score_gemma":0.002166071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01147005,"about_ca_topic_score_gemma":0.01839501,"domain_scores_codex":[0.9911278,0.004331734,0.0005828281,0.0004093905,0.003151394,0.0003967836],"domain_scores_gemma":[0.9547606,0.02753635,0.005114999,0.002020984,0.009337782,0.001229174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002543557,0.0003274972,0.7132024,0.0006070361,0.00008105591,0.0003597176,0.1978914,0.0006942154,0.004411045,0.01019447,0.001015991,0.07096083],"study_design_scores_gemma":[0.00001700657,0.0005309785,0.6537402,0.0002132346,0.00004099491,0.0002924795,0.3303705,0.00237007,0.00153045,0.003525466,0.007286129,0.00008252708],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979112,0.0000927896,0.005656517,0.0001924456,0.000019252,0.0002763916,0.0003915885,0.00001126504,0.01424768],"genre_scores_gemma":[0.9953613,0.00007307826,0.00313231,0.00004582756,0.00001243916,0.0002868739,0.0001675289,0.000005654802,0.0009150791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01480913,"threshold_uncertainty_score":0.07831913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171782030","doi":"10.1080/13669870701521297","title":"Creating shared realities through communication: exploring the agenda‐building role of the media and its sources in the <i>E. coli</i> contamination of a Canadian public drinking water supply","year":2008,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Setter; Public relations; Risk communication; Mass media; News media; Event (particle physics); Media coverage; Set (abstract data type); Political science; Media event; Process (computing); Sociology; Business; Media studies; Advertising; History; Computer science","authors":[{"name":"S. Michelle Driedger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2123543529070884,"gpt":0.3714956439836126,"spread":0.1591412910765241,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006975713,0.0007130964,0.0003032601,0.003029908,0.01622679,0.01406766,0.001832932,0.001824107,0.003539327],"category_scores_gemma":[0.01046025,0.0004974235,0.0004227798,0.002374685,0.02051355,0.006825946,0.009192104,0.002390119,0.0002176583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02823927,"about_ca_system_score_gemma":0.02782745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5118256,"about_ca_topic_score_gemma":0.635644,"domain_scores_codex":[0.9939846,0.003689042,0.00008730088,0.000245604,0.0009298879,0.001063442],"domain_scores_gemma":[0.9921768,0.004628049,0.001260833,0.0002561772,0.001070263,0.0006078439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004140554,0.00005443139,0.007490776,0.0001068666,0.00001021643,0.0005453274,0.9672172,0.00008454241,0.0006374373,0.01407029,0.0004320605,0.009309472],"study_design_scores_gemma":[0.000008476452,0.00002988205,0.009416341,0.0001377685,0.00001790574,0.0001067165,0.9724315,0.0001989256,0.0003811464,0.003037462,0.01421752,0.00001616414],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8985775,0.0008612872,0.002235831,0.006711069,0.00004311149,0.000151453,0.00006813613,0.00001534389,0.09133638],"genre_scores_gemma":[0.994343,0.0006683572,0.001258689,0.0002457565,0.00001786598,0.00005782674,0.00002370206,0.00001232032,0.003372309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4881744,"threshold_uncertainty_score":0.9820988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3017995524","doi":"10.1080/13669877.2020.1750464","title":"Public understanding of risk and risk governance","year":2020,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Risk governance; Deliberation; Corporate governance; Epistemology; Rationality; Public relations; Schema (genetic algorithms); Public engagement; Competence (human resources); Sociology; Political science; Politics; Psychology; Social psychology; Business; Law","authors":[{"name":"Andreas Klinke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3540987239563469,"gpt":0.4343682422559823,"spread":0.08026951829963536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01234406,0.0005077738,0.0005363129,0.002177621,0.00361432,0.01173557,0.001153617,0.005602394,0.004215656],"category_scores_gemma":[0.01795175,0.000358939,0.0007561874,0.00107763,0.02218867,0.01109646,0.00725119,0.005603725,0.0004720512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005130013,"about_ca_system_score_gemma":0.005425456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002069022,"about_ca_topic_score_gemma":0.001200056,"domain_scores_codex":[0.98833,0.006830948,0.0004209852,0.0008505562,0.002641365,0.0009261891],"domain_scores_gemma":[0.984008,0.01009903,0.002144041,0.001571941,0.00157303,0.0006039928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002101661,0.00006400518,0.002598034,0.0000744957,0.00001682944,0.0002478654,0.03453416,0.001092797,0.0005559549,0.9452159,0.001696967,0.01388191],"study_design_scores_gemma":[0.00001042206,0.00004101301,0.002496713,0.0002905443,0.00002453379,0.0002615049,0.02495774,0.002086788,0.0006600833,0.916877,0.05225415,0.00003955045],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2297005,0.003882685,0.1287241,0.1353029,0.0004209179,0.0001403465,0.0001352109,0.0001776048,0.5015159],"genre_scores_gemma":[0.9910516,0.0006893472,0.003727608,0.001215024,0.00009524978,0.00002977362,0.00003240438,0.00001662819,0.003142458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01234406,"threshold_uncertainty_score":0.0652824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1981179556","doi":"10.1080/13669877.2011.652653","title":"Potential responses by on-campus university students to a university emergency alert","year":2012,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Focus group; Context (archaeology); Phone; Variety (cybernetics); Text message; Residence; Psychology; Reading (process); Medical education; Medicine; Computer science; Sociology; Business; Political science; Geography; Marketing","authors":[{"name":"Tara K. McGee","is_ca":true},{"name":"Gordon A. Gow","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04390044208022018,"gpt":0.4009655136244516,"spread":0.3570650715442314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002975195,0.0004431338,0.0003609637,0.0009751497,0.0039187,0.003387049,0.0009099608,0.001576062,0.007343059],"category_scores_gemma":[0.01675168,0.0003074375,0.0004826422,0.0004999609,0.001376596,0.001164348,0.003127754,0.001840672,0.001092588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001663683,"about_ca_system_score_gemma":0.00178463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007281643,"about_ca_topic_score_gemma":0.0121824,"domain_scores_codex":[0.9968831,0.00167096,0.0001305481,0.0001391839,0.0004231327,0.0007528919],"domain_scores_gemma":[0.990409,0.002211109,0.002087487,0.0004141932,0.001576348,0.003301837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006809311,0.00196407,0.6882296,0.0001711518,0.000099909,0.002039572,0.2375631,0.0003088855,0.005608924,0.0009406327,0.004868902,0.05752424],"study_design_scores_gemma":[0.00005052777,0.001662804,0.2072706,0.0001767691,0.00006658772,0.0008164932,0.7737288,0.0009478995,0.002560659,0.0006549829,0.01194186,0.0001219573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976971,0.00004375562,0.000122141,0.0005166537,0.00002531388,0.00002530852,0.00001489631,0.000008780348,0.001546015],"genre_scores_gemma":[0.9983896,0.00007926962,0.0001299448,0.0003430854,0.00001484998,0.00001966189,0.00001905605,0.000003573369,0.001000918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007343059,"threshold_uncertainty_score":0.02456498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738825628","doi":"10.1080/13669877.2017.1351471","title":"Actions towards the joint production of knowledge: the risk of salmon aquaculture on American Lobster","year":2017,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of New Brunswick","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Production (economics); Knowledge management; Key (lock); Sociology of scientific knowledge; Knowledge production; Knowledge sharing; Set (abstract data type); Resource (disambiguation); Business; Computer science; Environmental resource management; Fishery; Sociology; Environmental science; Biology; Economics","authors":[{"name":"Donna G. Curtis Maillet","is_ca":true},{"name":"Melanie G. Wiber","is_ca":true},{"name":"Allain Barnett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1082133201149919,"gpt":0.385505238280593,"spread":0.2772919181656011,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03098315,0.0007383666,0.0004248476,0.003047557,0.01212722,0.01368128,0.002516818,0.004957268,0.003059508],"category_scores_gemma":[0.03635021,0.0004563033,0.0009557242,0.001775815,0.02582539,0.009571754,0.01488286,0.004590025,0.0002855566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02205017,"about_ca_system_score_gemma":0.05100077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09330811,"about_ca_topic_score_gemma":0.09823591,"domain_scores_codex":[0.9724259,0.01683684,0.001018081,0.001391094,0.005557531,0.002770555],"domain_scores_gemma":[0.9523336,0.03093522,0.005449242,0.003442837,0.006083395,0.0017556],"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":[0.0001437277,0.0004048375,0.05647731,0.001126502,0.0001860471,0.00586121,0.2438045,0.01471062,0.003787446,0.4629417,0.005794541,0.2047616],"study_design_scores_gemma":[0.0000758613,0.0004087306,0.03727004,0.002672941,0.0003600522,0.001822487,0.3328242,0.01400418,0.008764386,0.4816689,0.1198274,0.0003010528],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5008031,0.001611564,0.04618784,0.1053742,0.0001175917,0.0006968013,0.00009909509,0.0001842814,0.3449254],"genre_scores_gemma":[0.9864883,0.0005025253,0.009377667,0.0008112107,0.0000133486,0.00008246835,0.00002296095,0.00001025503,0.00269122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09330811,"threshold_uncertainty_score":0.18553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030835327","doi":"10.1080/13669870701447956","title":"Stakeholder Participation in Investigating the Health Impacts from Coal‐Fired Power Generating Stations in Alberta, Canada","year":2007,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Capital District Health Authority; Alberta Health; University of Alberta","funders":"","keywords":"Stakeholder; Public health; Stakeholder engagement; Environmental planning; Health communication; Public participation; Risk communication; Process (computing); Environmental health; Environmental resource management; Public relations; Business; Political science; Geography; Medicine; Nursing; Environmental science","authors":[{"name":"Cynthia G. Jardine","is_ca":true},{"name":"Gerry Predy","is_ca":true},{"name":"Andrew MacKenzie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1910294549880143,"gpt":0.4697552934239143,"spread":0.2787258384358999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005690421,0.0002697874,0.0002434175,0.00100047,0.01223224,0.001911355,0.00138623,0.001079374,0.001840072],"category_scores_gemma":[0.006782681,0.0002996869,0.0002237173,0.001349606,0.002043088,0.0005193162,0.002394059,0.000785173,0.00009182964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03472346,"about_ca_system_score_gemma":0.06706005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.948536,"about_ca_topic_score_gemma":0.9788923,"domain_scores_codex":[0.9951503,0.002032005,0.00009107102,0.000180923,0.001479586,0.001066136],"domain_scores_gemma":[0.9947714,0.002012862,0.0003073142,0.00007806597,0.001813018,0.001017277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00041799,0.0005081649,0.1800193,0.0004491225,0.00004708638,0.005661972,0.7372476,0.001620704,0.005094701,0.001970809,0.003795879,0.06316652],"study_design_scores_gemma":[0.0000197975,0.0002576292,0.1660229,0.0001717741,0.00002430165,0.0002264222,0.8152424,0.0009237984,0.001436995,0.0004410391,0.01518829,0.00004476199],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876606,0.0002023612,0.00032145,0.001277352,0.00001051077,0.0002680452,0.00007676913,0.000006113204,0.01017681],"genre_scores_gemma":[0.9958115,0.0002553968,0.0004293371,0.0002774449,0.000003020414,0.00006241554,0.00005351622,0.000002360451,0.003105056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05146396,"threshold_uncertainty_score":0.2519375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062964137","doi":"10.1080/13669877.2011.571774","title":"Welcome waste – interpreting narratives of radioactive waste disposal in two small towns in Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Radioactive waste; Narrative; Waste management; Municipal solid waste; Environmental planning; Environmental science; Engineering","authors":[{"name":"Jana Fried","is_ca":true},{"name":"John Eyles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0932788611635424,"gpt":0.3814142304766443,"spread":0.2881353693131019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003141053,0.0008218682,0.0006477272,0.00259143,0.0344465,0.007183966,0.002622025,0.002076139,0.003940146],"category_scores_gemma":[0.007053472,0.0007281909,0.0003849007,0.004405602,0.01474885,0.002494629,0.004982731,0.002286297,0.000232711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.10887,"about_ca_system_score_gemma":0.07157079,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9802966,"about_ca_topic_score_gemma":0.9946425,"domain_scores_codex":[0.9964685,0.001510831,0.0001037697,0.0002923264,0.0006377856,0.0009867616],"domain_scores_gemma":[0.9927344,0.004064165,0.0005676844,0.0001971311,0.001382592,0.001053917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004417317,0.00001310505,0.003072534,0.0000573314,0.000004374199,0.001535449,0.9897452,0.0001243682,0.0005716317,0.001710461,0.0009578298,0.002163632],"study_design_scores_gemma":[0.000002174076,0.000008945321,0.003066361,0.00005987856,0.000005762065,0.0001020254,0.9797845,0.00009153363,0.0002504476,0.0001608809,0.01644957,0.00001801471],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739502,0.0008254908,0.0009532589,0.002988375,0.00005330066,0.0001165952,0.0002826999,0.00001765301,0.0208124],"genre_scores_gemma":[0.988003,0.0007928146,0.00076056,0.0003275205,0.000009507688,0.00006803803,0.0001205973,0.00003256379,0.009885467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.10887,"threshold_uncertainty_score":0.7899111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3172860847","doi":"10.1080/13669877.2021.1936604","title":"Drawing from the ‘bank of credibility’: perspectives of health officials and the public on media handling of the H1N1 pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of the Fraser Valley; University of Manitoba","funders":"","keywords":"Public health; Credibility; Pandemic; Public relations; Public trust; News media; Political science; Public engagement; Health communication; Business; Medicine; Coronavirus disease 2019 (COVID-19); Disease; Advertising; Infectious disease (medical specialty); Nursing","authors":[{"name":"S. Michelle Driedger","is_ca":true},{"name":"Ryan Maier","is_ca":true},{"name":"Gabriela Capurro","is_ca":true},{"name":"Cynthia G. Jardine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1853277702377297,"gpt":0.4542245336621114,"spread":0.2688967634243817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02404159,0.0009248705,0.0008206512,0.002821364,0.04742917,0.02196437,0.002406483,0.006147349,0.002830171],"category_scores_gemma":[0.0527356,0.001226385,0.0007822742,0.002169704,0.03972091,0.009844738,0.01337829,0.01436435,0.0004322347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03114192,"about_ca_system_score_gemma":0.03298623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4066771,"about_ca_topic_score_gemma":0.3315956,"domain_scores_codex":[0.9616002,0.02713116,0.0007339874,0.0008658351,0.003054818,0.00661394],"domain_scores_gemma":[0.93881,0.03745603,0.006619301,0.001550225,0.00688431,0.008680129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002924487,0.00001562667,0.004281276,0.00003666939,0.000007068637,0.0004578635,0.9903023,0.00001902027,0.0001553298,0.001544357,0.001356641,0.001794702],"study_design_scores_gemma":[0.000004134367,0.00001913821,0.001428179,0.00007101808,0.000009402092,0.00008056264,0.9920166,0.00004510045,0.00006923145,0.0003292206,0.005908131,0.0000192811],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8792114,0.002089265,0.0007791275,0.08091991,0.0005235463,0.0000913909,0.00005872414,0.00002908442,0.0362975],"genre_scores_gemma":[0.9940605,0.0005007221,0.00009653267,0.004146627,0.00008442549,0.00001330511,0.00001180081,0.00001422127,0.001071982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4066771,"threshold_uncertainty_score":0.80862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782722764","doi":"10.1080/13669877.2017.1422786","title":"Risk perception, regulation, and unlicensed child care: lessons from Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"Ministère de l’Éducation, Gouvernement de l’Ontario","keywords":"Legislature; Perception; Politics; Quality (philosophy); Public economics; Legislative process; Business; Public administration; Political science; Public relations; Economics; Law; Psychology","authors":[{"name":"Linda A. White","is_ca":true},{"name":"Michal Perlman","is_ca":true},{"name":"Adrienne Davidson","is_ca":true},{"name":"Erica Rayment","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0694666343395817,"gpt":0.4549094587893646,"spread":0.385442824449783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005165342,0.0003770932,0.0007367367,0.001839488,0.01646812,0.006379559,0.002322009,0.001402345,0.003906691],"category_scores_gemma":[0.01006564,0.000506147,0.0006592664,0.005877326,0.006016648,0.002749379,0.003633398,0.00361404,0.0001887604],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2326827,"about_ca_system_score_gemma":0.26394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9990116,"about_ca_topic_score_gemma":0.9996137,"domain_scores_codex":[0.9951651,0.0008880278,0.0001556663,0.0002798061,0.00173039,0.001781001],"domain_scores_gemma":[0.9867206,0.003646348,0.001201098,0.0003336129,0.005424344,0.002673991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002192421,0.0003142118,0.3481497,0.0006063214,0.0001080689,0.001771773,0.5356863,0.0005736481,0.0003451121,0.02773988,0.03356148,0.05092419],"study_design_scores_gemma":[0.00003497628,0.00006192954,0.3092968,0.001354308,0.00008258929,0.0001608751,0.6238207,0.0004994919,0.0001566951,0.002424479,0.06200038,0.0001069702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8630862,0.0124463,0.0006767415,0.06265928,0.0002423805,0.0002036506,0.001598526,0.00001792044,0.05906893],"genre_scores_gemma":[0.9826277,0.007459477,0.0004540803,0.003156963,0.00003433632,0.0000520259,0.0003164618,0.00001921536,0.005879816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2326827,"threshold_uncertainty_score":0.8899792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029624411","doi":"10.1080/13669870903126127","title":"Radwaste in Canada: a political economy of uncertainty","year":2009,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Politics; Political science; Natural resource economics; Political economy; Economics; Business; Environmental science","authors":[{"name":"Darrin Durant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06142202978764113,"gpt":0.4111000471622193,"spread":0.3496780173745782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005987213,0.000374524,0.0007992531,0.002668472,0.02504266,0.01430043,0.001797547,0.005584828,0.01009642],"category_scores_gemma":[0.01725389,0.0005409961,0.000559142,0.003905719,0.02260634,0.003684552,0.005910831,0.006666205,0.0003828459],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1949669,"about_ca_system_score_gemma":0.1772408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9861601,"about_ca_topic_score_gemma":0.9897599,"domain_scores_codex":[0.9900166,0.001696891,0.0001614367,0.0007374117,0.00334735,0.004040211],"domain_scores_gemma":[0.9913445,0.003312153,0.0006371862,0.0002902463,0.002863734,0.001552297],"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":[0.00007697568,0.00002688654,0.006938014,0.00008437661,0.00005849376,0.0005667029,0.01095457,0.002617978,0.0001908165,0.9202906,0.03902344,0.01917114],"study_design_scores_gemma":[0.0001284737,0.000047747,0.02517423,0.0007361035,0.0001133819,0.0002299742,0.03600362,0.007537308,0.0004194963,0.4827161,0.4465895,0.0003040459],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1335347,0.009050103,0.004394118,0.3631778,0.000425712,0.0001388396,0.0008169699,0.00005148274,0.4884102],"genre_scores_gemma":[0.9754405,0.003101071,0.0005891543,0.008946258,0.00012075,0.00002985856,0.00007823649,0.00002559761,0.0116686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9749573,"threshold_uncertainty_score":0.9337243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015569424","doi":"10.1080/13669870802579798","title":"Pleasure in decision‐making situations: politics and gambling","year":2009,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":10,"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":"Pleasure; Psychology; Politics; Set (abstract data type); Dimension (graph theory); Social psychology; Computer science; Political science","authors":[{"name":"Marie‐Claude Bonniot‐Cabanac","is_ca":true},{"name":"Michel Cabanac","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3944393084317017,"gpt":0.5694844779745664,"spread":0.1750451695428647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001290185,0.0002243873,0.0003238648,0.0004684712,0.0005089624,0.002699712,0.0002255802,0.0004536577,0.00273044],"category_scores_gemma":[0.006899334,0.0002712423,0.0003009694,0.0002966953,0.001398087,0.0006863225,0.0008994549,0.0006744466,0.0001716339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004640423,"about_ca_system_score_gemma":0.0003294038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006375302,"about_ca_topic_score_gemma":0.001318292,"domain_scores_codex":[0.9990689,0.0005014111,0.00003570711,0.00009017006,0.0001869378,0.0001168428],"domain_scores_gemma":[0.9944906,0.002822518,0.001423785,0.0002427974,0.0001643617,0.0008559115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001779947,0.002516044,0.8970811,0.0004091561,0.0003461546,0.000787213,0.01302902,0.001352024,0.01896639,0.006187016,0.0004655331,0.05708045],"study_design_scores_gemma":[0.00004298536,0.0006669862,0.9880194,0.00003356149,0.00005656601,0.000337329,0.00335338,0.001318659,0.0008621356,0.004489048,0.0007790918,0.00004090072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956408,0.0001872019,0.0005420346,0.00008367487,0.000007438461,0.00001096619,0.00001255186,0.000002197405,0.003513089],"genre_scores_gemma":[0.999513,0.00006414585,0.0002066389,0.00002296844,0.000006879112,0.000005386897,0.00001021528,0.000001285863,0.0001693981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00273044,"threshold_uncertainty_score":0.009134173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320422926","doi":"10.1080/13669877.2016.1154092","title":"Talking about risk-taking with potentially ‘problematic’ risk-takers: a study of preventive interactions under high uncertainty","year":2016,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé","keywords":"Psychology; Risk communication; Risk analysis (engineering); Actuarial science; Social psychology; Business","authors":[{"name":"Évelyne Baillergeau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07039725604738373,"gpt":0.4274187219174845,"spread":0.3570214658701008,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02561964,0.0007415914,0.00118893,0.003153108,0.01481412,0.01153929,0.003239641,0.005640724,0.003453931],"category_scores_gemma":[0.06514724,0.001217209,0.0009099803,0.001918111,0.0190137,0.01063383,0.01306916,0.009942889,0.0004814553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00390185,"about_ca_system_score_gemma":0.003641577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008023277,"about_ca_topic_score_gemma":0.01007465,"domain_scores_codex":[0.9532632,0.03895832,0.0008211644,0.001393068,0.003022977,0.002541306],"domain_scores_gemma":[0.9027162,0.08214784,0.008720188,0.001556989,0.001808727,0.003050183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003373502,0.0001373218,0.006019762,0.00005369419,0.00001419801,0.0004917264,0.988476,0.00005977739,0.0001572225,0.001934717,0.0001183737,0.002503372],"study_design_scores_gemma":[0.000009634612,0.0001001964,0.005562396,0.0001039854,0.00001436024,0.0003535045,0.9885415,0.000308516,0.0001193349,0.002557058,0.002300499,0.00002902741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852235,0.0004834459,0.002674541,0.004581575,0.00002939509,0.00008080657,0.00001855347,0.000008008598,0.006900203],"genre_scores_gemma":[0.9969851,0.0005052785,0.00109516,0.0005407409,0.00003405269,0.00008201929,0.00001445518,0.000008631382,0.0007345415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02561964,"threshold_uncertainty_score":0.1354913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402579869","doi":"10.1080/13669877.2024.2403372","title":"‘It’s really embarrassing […] to ask for help:’ navigating invisible and intersecting inequities in barriers to getting vaccinated","year":2024,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Manitoba; Athabasca University; University of Alberta","funders":"Canadian Institutes of Health Research; Canadian Immunization Research Network","keywords":"Ask price; Inequality; Sociology; Public relations; Political science; Epistemology; Business; Philosophy; Mathematics","authors":[{"name":"Terra Manca","is_ca":true},{"name":"Laura Aylsworth","is_ca":true},{"name":"S. Michelle Driedger","is_ca":true},{"name":"Shannon E. MacDonald","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06451061790095709,"gpt":0.4486828220903442,"spread":0.3841722041893871,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009282039,0.0005530838,0.0005868817,0.0007667318,0.02357625,0.006604657,0.001529025,0.002540378,0.003088417],"category_scores_gemma":[0.0155897,0.0005094126,0.0004885007,0.0007842683,0.02358348,0.005078237,0.005488379,0.005360733,0.0004325534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01776489,"about_ca_system_score_gemma":0.03276787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4488,"about_ca_topic_score_gemma":0.471505,"domain_scores_codex":[0.9898795,0.006039904,0.0002362395,0.0006355285,0.001112178,0.002096616],"domain_scores_gemma":[0.9887357,0.005976904,0.00122479,0.000295385,0.001458011,0.002309219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001051601,0.00001203961,0.003196734,0.00004855067,0.000003485282,0.0002609746,0.9901439,0.00001885202,0.0001760502,0.00183927,0.001345529,0.002944079],"study_design_scores_gemma":[0.000004045605,0.00001291353,0.002398427,0.0001950345,0.00001006257,0.0002019816,0.9781044,0.0000725546,0.0001381413,0.0009095609,0.01793163,0.00002110096],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9169496,0.002491902,0.003064152,0.0425602,0.0003438438,0.00008549745,0.00009619799,0.00005210896,0.03435642],"genre_scores_gemma":[0.9918366,0.0007467959,0.0005677635,0.003712634,0.00003118298,0.00002713545,0.00002259419,0.00002454553,0.003030717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4488,"threshold_uncertainty_score":0.8923753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038820191","doi":"10.1080/13669877.2013.766389","title":"Thinking, fast and slow, Daniel Kahneman, Farrar, Straus &amp; Giroux","year":2013,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Chaos, Complexity, and Education","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Epistemology; Sociology; Psychology; Positive economics; Psychoanalysis; Economics; Philosophy","authors":[{"name":"Joseph Árvai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1040420819116477,"gpt":0.3763516806943746,"spread":0.2723095987827269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001737359,0.0007068528,0.0006561483,0.001186798,0.001125647,0.004399094,0.0006030791,0.001352795,0.01221885],"category_scores_gemma":[0.006856157,0.0005047627,0.0002623589,0.001218142,0.002685251,0.005341502,0.0008873985,0.004410848,0.008245369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00218994,"about_ca_system_score_gemma":0.002907075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005880968,"about_ca_topic_score_gemma":0.01273973,"domain_scores_codex":[0.9992568,0.0001718046,0.00004074774,0.0001233644,0.0003710589,0.00003619696],"domain_scores_gemma":[0.9974734,0.00137532,0.0001369778,0.00006456923,0.0006623691,0.0002873267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001366274,0.00001063505,0.0001810722,0.0002030403,0.000008899581,0.00003651954,0.0003503812,0.0001270142,0.00009788237,0.03031722,0.9164568,0.05219708],"study_design_scores_gemma":[0.000007960655,0.00001286518,0.0004406096,0.0003222143,0.000007731715,0.0002473181,0.0004348987,0.0001279961,0.0001319242,0.02581345,0.9724377,0.00001537342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008846053,0.6374391,0.00502977,0.2838434,0.02525423,0.0000194604,0.0001850536,0.0001940564,0.04715042],"genre_scores_gemma":[0.01937498,0.5321978,0.005906396,0.06442747,0.01624901,0.00007536921,0.000211749,0.0003523761,0.3612049],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01221885,"threshold_uncertainty_score":0.04087615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074070165","doi":"10.1080/13669877.2014.923024","title":"Using vNM expected utility theory to facilitate the decision-making in social ethics","year":2014,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Philosophical Ethics and Theory","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Undecidable problem; Utilitarianism; Epistemology; Perception; Computer science; oskar; Mathematical economics; Management science; Sociology; Mathematics; Economics; Philosophy; Algorithm","authors":[{"name":"Yanick Farmer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5376805659693374,"gpt":0.4835019065712265,"spread":0.05417865939811095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01229197,0.0009501544,0.001063234,0.002582578,0.00143163,0.004749113,0.00217131,0.002109346,0.004484621],"category_scores_gemma":[0.0167572,0.0005669206,0.001610478,0.0018643,0.009917293,0.00642725,0.00418123,0.004326462,0.0006172722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004562526,"about_ca_system_score_gemma":0.002543758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001868827,"about_ca_topic_score_gemma":0.002462741,"domain_scores_codex":[0.9868241,0.01101214,0.0003319271,0.0004283687,0.001177998,0.0002254107],"domain_scores_gemma":[0.9865777,0.01147475,0.0004609728,0.0007265717,0.0005573017,0.0002025778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003179442,0.000007705577,0.00005101892,0.00003051846,0.000007513364,0.00004155882,0.0002127163,0.004327036,0.00004053564,0.9915549,0.0002937953,0.003429566],"study_design_scores_gemma":[0.000005144897,0.000009846557,0.00004381754,0.00005034492,0.000003649444,0.00002606349,0.00007256052,0.02108623,0.00009052308,0.97361,0.004991618,0.00001013803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004139168,0.0008186404,0.9624254,0.002736038,0.0001807403,0.00006483057,0.00003934529,0.00005523213,0.02954069],"genre_scores_gemma":[0.4287568,0.001076248,0.5595747,0.0006141585,0.0002736624,0.0006356601,0.00006984796,0.00007471699,0.008924383],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01229197,"threshold_uncertainty_score":0.06500691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976994788","doi":"10.1080/13669870600924501","title":"Expert Judgments Regarding Risks Associated with Salmon Aquaculture Practices in British Columbia","year":2006,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Viewpoints; Aquaculture; Context (archaeology); Fishery; Expert elicitation; Order (exchange); Business; Environmental resource management; Risk management; Fish <Actinopterygii>; Geography; Environmental science; Biology","authors":[{"name":"Timothy L. McDaniels","is_ca":true},{"name":"Patricia L. Keen","is_ca":true},{"name":"Hadi Dowlatabadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1403298468874141,"gpt":0.4473232973150575,"spread":0.3069934504276434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005898183,0.0002492591,0.0002978465,0.00219848,0.002790027,0.00201545,0.0004092033,0.0007231681,0.002039414],"category_scores_gemma":[0.02718864,0.0002366628,0.0001741362,0.0013003,0.001517668,0.0004950862,0.001687707,0.0006869776,0.0001829209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00575994,"about_ca_system_score_gemma":0.005423195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.459748,"about_ca_topic_score_gemma":0.6351169,"domain_scores_codex":[0.994027,0.002078854,0.0005345413,0.0003083223,0.002619635,0.0004316645],"domain_scores_gemma":[0.971997,0.01315358,0.003792238,0.0006178331,0.008772902,0.001666477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008969035,0.0002551065,0.7365752,0.0003476487,0.0001393876,0.00156395,0.1628949,0.001634786,0.009436594,0.0006684751,0.00475947,0.08082753],"study_design_scores_gemma":[0.00004669551,0.0003271456,0.7893908,0.0002929865,0.00005032792,0.0003012582,0.1935031,0.002484328,0.001499116,0.0008353867,0.01113155,0.0001373133],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961337,0.00007695827,0.0001436051,0.0002382864,0.000004587036,0.00002096885,0.00003717507,0.000002842457,0.003341962],"genre_scores_gemma":[0.9983783,0.0001706732,0.0002670749,0.0001106147,0.000004214552,0.00001914074,0.00007367618,0.000001891783,0.0009744832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.540252,"threshold_uncertainty_score":0.9141439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4375856756","doi":"10.1080/13669877.2023.2208121","title":"Lost in translation: inadequate non-technical risk assessment within major project teams in mining","year":2023,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Mining and Resource Management","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Mitacs","keywords":"CLARITY; Business; Risk management; Sustainability; Risk assessment; Process (computing); Project management; Nexus (standard); Knowledge management; Process management; Environmental resource management; Computer science; Management; Finance","authors":[{"name":"Jocelyn Fraser","is_ca":true},{"name":"L. M. R. de Mello","is_ca":true},{"name":"Nadja C. Kunz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05837963040946546,"gpt":0.3752268526395674,"spread":0.3168472222301019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06848159,0.0008098736,0.001159331,0.002349776,0.006377953,0.01094381,0.002415898,0.002465738,0.01135731],"category_scores_gemma":[0.317516,0.0008602263,0.0008602008,0.002986369,0.009825118,0.008969944,0.0101291,0.005629899,0.003999594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006973256,"about_ca_system_score_gemma":0.0189831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007532633,"about_ca_topic_score_gemma":0.008148232,"domain_scores_codex":[0.8790665,0.08502337,0.0095253,0.004366697,0.01930283,0.002715377],"domain_scores_gemma":[0.6245202,0.2493774,0.02250814,0.02720308,0.07008361,0.006307505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001698456,0.0001445127,0.01036154,0.002840953,0.00004315036,0.001721409,0.8100671,0.0002968679,0.001938144,0.00979705,0.02077073,0.1418488],"study_design_scores_gemma":[0.00004739167,0.0003806984,0.01697173,0.00844138,0.00006411847,0.002182327,0.8097085,0.001391915,0.002005257,0.01504955,0.1436025,0.0001546126],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6619518,0.007136708,0.07404322,0.1475675,0.009848586,0.002005037,0.001195143,0.0008652745,0.09538679],"genre_scores_gemma":[0.9354694,0.003980726,0.02399343,0.01733728,0.0007021388,0.001336679,0.0004428748,0.0009406598,0.01579678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06848159,"threshold_uncertainty_score":0.3621696,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2914865307","doi":"10.1080/13669877.2019.1569093","title":"Reproducibility investigation of elicitation techniques in risk assessment for hydraulic turbines","year":2019,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Advanced Multi-Objective Optimization Algorithms","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"Mitacs","keywords":"Expert elicitation; Metric (unit); Computer science; Variable (mathematics); Expert opinion; Risk analysis (engineering); Management science; Operations research; Engineering; Mathematics; Statistics; Operations management","authors":[{"name":"Mounia Berdai","is_ca":true},{"name":"Antoine Tahan","is_ca":true},{"name":"Martin Gagnon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04726016173597463,"gpt":0.4065754968099397,"spread":0.3593153350739651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2184819,0.001355813,0.001417345,0.003181835,0.001529746,0.003784222,0.003118127,0.002587454,0.001825797],"category_scores_gemma":[0.5540819,0.0006568049,0.002454725,0.003040498,0.002232563,0.003503365,0.004033254,0.001882231,0.0005331943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914315,"about_ca_system_score_gemma":0.002164548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008458884,"about_ca_topic_score_gemma":0.0006760922,"domain_scores_codex":[0.6409185,0.2909164,0.02471169,0.0108832,0.03089044,0.001679768],"domain_scores_gemma":[0.1493936,0.7448225,0.03082612,0.04209055,0.03221479,0.000652447],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0090874,0.001916538,0.07503328,0.01066055,0.0029453,0.0007416534,0.03269056,0.04880893,0.03983076,0.01750921,0.003006169,0.7577696],"study_design_scores_gemma":[0.002441495,0.02303828,0.1681866,0.006476457,0.005297333,0.00410358,0.02530687,0.4542079,0.1960285,0.08193199,0.03147522,0.001505723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.370822,0.002098145,0.6163624,0.000943359,0.0002227539,0.002179269,0.0003151674,0.0005760465,0.006480888],"genre_scores_gemma":[0.7534096,0.0004532133,0.2436607,0.000193414,0.0001211197,0.001308054,0.0002707311,0.0001111477,0.0004719935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7815181,"threshold_uncertainty_score":0.963751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409566492","doi":"10.1080/13669877.2025.2491089","title":"The multidimensional structure of risk: how dread and controllability shape attitudes toward artificial intelligence","year":2025,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval; Western University","funders":"Japan Society for the Promotion of Science; Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Controllability; Psychology; Artificial intelligence; Social psychology; Computer science; Mathematics","authors":[{"name":"Tyler Romualdi","is_ca":true},{"name":"Tyler Girard","is_ca":false},{"name":"Mathieu Turgeon","is_ca":true},{"name":"Yannick Dufresne","is_ca":true},{"name":"Takeshi Iida","is_ca":false},{"name":"Tetsuya Matsubayashi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08748192122629353,"gpt":0.4427756036097127,"spread":0.3552936823834192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003407549,0.0002238876,0.0001922227,0.001101785,0.00091706,0.003224355,0.0003093223,0.0005637667,0.001745381],"category_scores_gemma":[0.01224713,0.0001893883,0.0004473329,0.000696664,0.00260207,0.001620773,0.001506991,0.001255047,0.0001044629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425116,"about_ca_system_score_gemma":0.001132259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150518,"about_ca_topic_score_gemma":0.01730567,"domain_scores_codex":[0.9980633,0.0009560936,0.0000890307,0.0002105963,0.0004628411,0.000218245],"domain_scores_gemma":[0.9874563,0.005193192,0.004080218,0.0009203501,0.001147593,0.001202352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009177595,0.0002236832,0.9544575,0.0000275738,0.0001152949,0.00008747842,0.02395526,0.0004351725,0.0008297093,0.004257048,0.0001801842,0.01533926],"study_design_scores_gemma":[0.000007833521,0.0001263186,0.9651773,0.00004105705,0.00004992406,0.0001107044,0.02435947,0.002129334,0.0004001935,0.006392538,0.0011625,0.00004269807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952637,0.00007032247,0.00122646,0.0003951354,0.000003616159,0.00000765586,0.00001830143,0.000003275509,0.003011572],"genre_scores_gemma":[0.9997122,0.00002502755,0.0001532259,0.00002224903,0.000001498674,0.000002339819,0.000009688593,0.000001070604,0.00007273579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01150518,"threshold_uncertainty_score":0.02287644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415763144","doi":"10.1080/13669877.2025.2579317","title":"How is artificial intelligence shaping crisis communication? A systematic review and future research agenda","year":2025,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"North Carolina State University","keywords":"Applications of artificial intelligence; Systematic review","authors":[{"name":"Yang Cheng","is_ca":false},{"name":"Ji‐Tai Li","is_ca":false},{"name":"Jaekuk Lee","is_ca":false},{"name":"Yadan Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2564803663828644,"gpt":0.5213040542549366,"spread":0.2648236878720722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0158032,0.0008510169,0.003807919,0.01256109,0.0008178012,0.00458507,0.001247747,0.00215988,0.004622986],"category_scores_gemma":[0.06675199,0.0007551677,0.003880178,0.01481784,0.001421568,0.005107845,0.001739248,0.001827346,0.0004938302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003518405,"about_ca_system_score_gemma":0.02252137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006506824,"about_ca_topic_score_gemma":0.0182599,"domain_scores_codex":[0.9909506,0.004260919,0.002719719,0.0005681306,0.001214268,0.0002863814],"domain_scores_gemma":[0.9162875,0.06648546,0.007687915,0.00117754,0.007573612,0.0007879521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001484284,0.00005285417,0.002574786,0.7475908,0.003174928,0.0002186972,0.001515531,0.0001996496,0.000193579,0.003483322,0.007398502,0.2334489],"study_design_scores_gemma":[0.0000482017,0.00009713907,0.004180016,0.9072865,0.009093354,0.0003588579,0.001864425,0.0001133964,0.0001099403,0.00216622,0.07463955,0.00004235084],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006523948,0.9967963,0.0002388008,0.001496093,0.0001865229,0.00009042204,0.0001241099,0.000006055161,0.0004093493],"genre_scores_gemma":[0.00720488,0.9907161,0.0005943422,0.0009704115,0.0001449971,0.0001938548,0.00009515971,0.000004410887,0.00007587046],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0158032,"threshold_uncertainty_score":0.08357632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4368373980","doi":"10.1080/13669877.2023.2204859","title":"Risk analysis versus risk governance: the case study of the Ebola Virus Disease","year":2023,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Global Security and Public Health","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Risk governance; Corporate governance; IT risk; Risk management; Risk assessment; Political science; Multi-level governance; Risk analysis (engineering); Business; IT risk management; Sociology; Public relations; Actuarial science; Economics; Management; Finance","authors":[{"name":"Temitope Tunbi Onifade","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1111241400016661,"gpt":0.476629688880398,"spread":0.3655055488787319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01226354,0.0006370762,0.00067508,0.001811743,0.01401939,0.006619829,0.001982759,0.0071363,0.003025277],"category_scores_gemma":[0.01328403,0.000343584,0.0008956571,0.002641869,0.008611789,0.005987193,0.006400087,0.004585111,0.0003805887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008098042,"about_ca_system_score_gemma":0.005589485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0167892,"about_ca_topic_score_gemma":0.02605243,"domain_scores_codex":[0.9835125,0.01379875,0.0002694311,0.0004571533,0.0008554438,0.001106842],"domain_scores_gemma":[0.9866577,0.01083977,0.0007665539,0.0003735128,0.0005968738,0.0007656376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003202525,0.001234124,0.02987176,0.001301135,0.0001514601,0.05284756,0.528331,0.006899293,0.001908108,0.3102239,0.01931027,0.04760105],"study_design_scores_gemma":[0.00009005904,0.0003160651,0.009345219,0.001485046,0.00009093242,0.008950623,0.7901026,0.006214777,0.001548103,0.05628903,0.1254733,0.00009424228],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8173437,0.007489836,0.02348874,0.06514334,0.0003973381,0.0007783094,0.0004415578,0.0000359346,0.08488127],"genre_scores_gemma":[0.9751769,0.003760313,0.01024086,0.002677956,0.000125702,0.0003692791,0.0001061156,0.00002411288,0.007518802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0167892,"threshold_uncertainty_score":0.06485665,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4327547049","doi":"10.1080/13669877.2023.2187434","title":"Risk, religion, and reified camels: the past and the future of insurance in Iran","year":2023,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Sociology; Actuarial science","authors":[{"name":"Zohreh Bayatrizi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04323663866043934,"gpt":0.362974595620312,"spread":0.3197379569598726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001762116,0.0001980248,0.0002035771,0.001049457,0.003467442,0.002272651,0.0005332489,0.0009674605,0.00166319],"category_scores_gemma":[0.001576959,0.0001224265,0.000186751,0.0007038902,0.00763307,0.002165927,0.001249436,0.001503989,0.000158068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004542302,"about_ca_system_score_gemma":0.001369591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008921109,"about_ca_topic_score_gemma":0.01075964,"domain_scores_codex":[0.9994783,0.0002079621,0.0000177932,0.00006729673,0.0001339009,0.00009485493],"domain_scores_gemma":[0.9995397,0.0001362845,0.0001335384,0.00003873838,0.00009076693,0.00006086497],"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":[0.0001835089,0.0001503008,0.03006659,0.0002062251,0.0000319194,0.003531795,0.3122653,0.0003512634,0.001468781,0.5346607,0.006365014,0.1107186],"study_design_scores_gemma":[0.0000748921,0.0003991989,0.1134222,0.0006308289,0.00007110143,0.004320045,0.2187979,0.001366548,0.001096365,0.1613067,0.4983693,0.0001448798],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8655608,0.01693318,0.001397172,0.0259488,0.0003092017,0.00002671216,0.00006448521,0.00001973973,0.08973987],"genre_scores_gemma":[0.9945928,0.002403967,0.0002813443,0.0006251038,0.0000970949,0.000003343141,0.000008209765,0.000002856748,0.00198524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008921109,"threshold_uncertainty_score":0.0329569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079993086","doi":"10.1080/13669870701256340","title":"Is the Risk Comparison Made by the Public Between EMF and Smoking or Asbestos a Valid One?","year":2007,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Monash University; Royal Society of Canada","keywords":"Asbestos; Environmental health; Medicine; Environmental science; Materials science; Metallurgy","authors":[{"name":"Ken Karipidis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.334334292014523,"gpt":0.4855525505859987,"spread":0.1512182585714756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08250704,0.001048534,0.003242986,0.005788948,0.002113725,0.007376756,0.003138636,0.008236074,0.006058955],"category_scores_gemma":[0.2100101,0.0005034865,0.002737745,0.004715891,0.01100394,0.0104011,0.003359944,0.004826205,0.001146518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002622157,"about_ca_system_score_gemma":0.002519577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003058292,"about_ca_topic_score_gemma":0.00202719,"domain_scores_codex":[0.9035285,0.05937254,0.003759786,0.004797766,0.02708137,0.001460069],"domain_scores_gemma":[0.7856239,0.1732947,0.02066224,0.009538476,0.009566152,0.001314473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006305947,0.0009460243,0.2030979,0.01096787,0.007988809,0.001446366,0.009278004,0.001719268,0.002303206,0.228819,0.04776617,0.4793613],"study_design_scores_gemma":[0.001213529,0.00678491,0.2100184,0.01401005,0.007041391,0.003244841,0.0288752,0.003132496,0.005925036,0.4723797,0.246772,0.0006024518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.154062,0.1642809,0.03669186,0.5503815,0.02130273,0.0004246043,0.002609988,0.0001883446,0.07005803],"genre_scores_gemma":[0.8765755,0.03952348,0.0112557,0.05884586,0.009256697,0.0003647573,0.0005830872,0.00008399423,0.003511056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08250704,"threshold_uncertainty_score":0.4363441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394891103","doi":"10.1080/13669877.2024.2340027","title":"Thoughts about intersectionality and risk. Interviews with key scholars","year":2024,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of Toronto; University of Calgary","funders":"","keywords":"Intersectionality; Key (lock); Sociology; Psychology; Computer science; Gender studies; Computer security","authors":[{"name":"Katarina Giritli Nygren","is_ca":false},{"name":"Anna Olofsson","is_ca":false},{"name":"Lisa Bowleg","is_ca":false},{"name":"Dean Curran","is_ca":true},{"name":"Kelly Hannah Moffat","is_ca":true},{"name":"Claudia Mitchell","is_ca":true},{"name":"Lori Peek","is_ca":false},{"name":"Ignacio Rubio C.","is_ca":false},{"name":"Jens O. Zinn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3237835479306355,"gpt":0.6096376676795981,"spread":0.2858541197489627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03275982,0.001866683,0.001803849,0.005312528,0.03878871,0.02412315,0.005801443,0.01048105,0.005450125],"category_scores_gemma":[0.04860215,0.002131153,0.001081252,0.007469947,0.05208028,0.02889531,0.02955401,0.02582372,0.001328249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01492161,"about_ca_system_score_gemma":0.008564572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008615755,"about_ca_topic_score_gemma":0.005473898,"domain_scores_codex":[0.9569909,0.03304655,0.001202692,0.002553036,0.002528217,0.003678724],"domain_scores_gemma":[0.9512773,0.03929377,0.002437762,0.001005685,0.002362593,0.003622839],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006763244,0.000008345958,0.0001400907,0.00003196122,0.00000101968,0.0002211986,0.9908346,0.00001526014,0.00005290229,0.007370335,0.0006446081,0.0006729258],"study_design_scores_gemma":[0.000002432973,0.000006562435,0.00006522363,0.0001262075,0.0000014943,0.000106764,0.9825025,0.00003078198,0.00005243271,0.002555371,0.01454215,0.000008103843],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6703794,0.02281949,0.0245015,0.1655472,0.004195022,0.001546854,0.0005851855,0.0002730705,0.1101523],"genre_scores_gemma":[0.9555818,0.006118575,0.003733383,0.01467948,0.000385162,0.001492146,0.0001862333,0.0001993502,0.01762398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9672402,"threshold_uncertainty_score":0.1732525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413975566","doi":"10.1080/13669877.2025.2553857","title":"SMEs’ resilience in the manufacturing sector: the role of formalized risk management and risk culture","year":2025,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université TÉLUQ; Université du Québec à Trois-Rivières; Carleton University","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Resilience (materials science); Risk management; Business; Manufacturing sector; Organizational culture; Risk analysis (engineering); Environmental resource management; Process management; Knowledge management; Computer science; Public relations; Political science; Environmental science; Economics; Finance","authors":[{"name":"Ouafa Sakka","is_ca":true},{"name":"Josée St‐Pierre","is_ca":true},{"name":"Moujib Bahri","is_ca":true},{"name":"Nazik Fadil","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01380426776040314,"gpt":0.2940032595181162,"spread":0.280198991757713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002013712,0.0002084291,0.0002003196,0.0009304216,0.001165412,0.002025969,0.0002990419,0.0003141317,0.0008520226],"category_scores_gemma":[0.0104762,0.0001110021,0.0002355995,0.0008495277,0.002259048,0.001021588,0.002646451,0.00058786,0.00005684793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002501966,"about_ca_system_score_gemma":0.003795121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03692967,"about_ca_topic_score_gemma":0.07105421,"domain_scores_codex":[0.99874,0.0004482654,0.0000840284,0.00009041502,0.0002897787,0.0003474232],"domain_scores_gemma":[0.9919004,0.002459047,0.003371618,0.000443126,0.0006586916,0.001167045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000130623,0.0001652433,0.94203,0.00006203634,0.00008315809,0.0004332134,0.02816957,0.001837528,0.001434738,0.003649424,0.0001568953,0.02184758],"study_design_scores_gemma":[0.000005226409,0.0001060822,0.9616513,0.00007205079,0.00001992622,0.0001194598,0.03388778,0.001527164,0.0003509085,0.001595235,0.0006390135,0.00002589259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990062,0.00003929847,0.0001451192,0.0001137522,0.000001013785,0.000003437112,0.000004598352,0.000001382168,0.0006851439],"genre_scores_gemma":[0.9999201,0.00001708768,0.00002727002,0.000004989973,3.571824e-7,8.113738e-7,0.00000299551,1.867142e-7,0.00002615534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03692967,"threshold_uncertainty_score":0.07342941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2922260967","doi":"10.1080/13669877.2019.1588914","title":"The evolutionary background to (mis)understanding an uncertain world","year":2019,"lang":"en","type":"article","venue":"Journal of Risk Research","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"Arts and Humanities Research Council","keywords":"Computer science; Data science","authors":[{"name":"David M. Wilkinson","is_ca":false},{"name":"Thomas N. Sherratt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2050005242391786,"gpt":0.4621390639279978,"spread":0.2571385396888192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005378299,0.000432012,0.0004891516,0.001097151,0.002091354,0.004149606,0.001208116,0.004076163,0.00261937],"category_scores_gemma":[0.01235559,0.0003739833,0.0004301128,0.0008907125,0.02018666,0.005741695,0.003315198,0.004841438,0.000252024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002190284,"about_ca_system_score_gemma":0.001225825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003562878,"about_ca_topic_score_gemma":0.002067,"domain_scores_codex":[0.9964072,0.002217157,0.000112557,0.0005177854,0.0005232503,0.0002220296],"domain_scores_gemma":[0.9919562,0.004674613,0.001370961,0.0008567154,0.0006929323,0.0004484691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001996532,0.00002143135,0.002096461,0.00005169448,0.0000285791,0.0004406935,0.006971951,0.003363897,0.0005443661,0.9744119,0.0005521345,0.01149678],"study_design_scores_gemma":[0.000007293678,0.00003374448,0.002911151,0.00006374178,0.00001642781,0.0006089925,0.00186332,0.00720455,0.0002359511,0.9740425,0.0129731,0.00003913846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3718979,0.01026972,0.261877,0.1253676,0.000528905,0.0001461018,0.0001855176,0.0000926904,0.2296345],"genre_scores_gemma":[0.9762704,0.001950401,0.01725225,0.001276288,0.0001439732,0.00003365371,0.0000291703,0.00001426049,0.003029667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005378299,"threshold_uncertainty_score":0.02844352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}