{"meta":{"query_hash":"c70f322cd857","filters":{"topic":"Risk Perception and Management"},"cohort_total":727,"direct_labels_cover":7,"predictions_cover":727,"exported":727,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c70f322cd857","api":"https://metacan.xera.ac/api/v1/cohort?topic=Risk+Perception+and+Management"},"results":[{"id":"W1034601974","doi":"10.1007/978-94-017-9328-5_2","title":"Risk Governance and Resilience: New Approaches to Cope with Uncertainty and Ambiguity","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Risk governance; Ambiguity; Corporate governance; Risk management; Resilience (materials science); Risk analysis (engineering); Coping (psychology); Stakeholder; Risk assessment; Business; Environmental resource management; Political science; Psychology; Computer science; Economics; Public relations; Computer security","score_opus":0.05800167126593762,"score_gpt":0.2640453106528532,"score_spread":0.20604363938691558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1034601974","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00072954025,0.00016640741,0.0026854577,0.0038323775,0.00006523615,0.00052940473,0.0000102571275,0.00006251978,0.9919188],"genre_scores_gemma":[0.023068413,0.0047893533,0.0016170074,0.00070078135,0.00019607131,0.0000071620657,0.000002492758,0.000015062353,0.96960366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874175,0.000040539584,0.00013764387,0.00046490532,0.000410849,0.00020430054],"domain_scores_gemma":[0.9992985,0.000039479623,0.00012657848,0.00021719278,0.000023140563,0.0002950716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047355026,0.000189786,0.00023759711,0.000033485918,0.0003410481,0.00014711605,0.00016961836,0.0001410267,0.0007214982],"category_scores_gemma":[0.000037169597,0.00014450756,0.000026257023,0.000034141092,0.0003981967,0.00006855275,0.00011881671,0.00015687314,0.000075498676],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028142273,0.0000034892794,0.0002721579,0.000012386271,0.000017076647,0.0000010339616,0.0026110986,0.000030807038,1.2405627e-7,0.82303154,0.04000048,0.13399164],"study_design_scores_gemma":[0.00018460625,0.00008785757,0.004679988,0.00004825643,0.000036602552,3.818378e-7,0.0005249762,0.000026007136,2.234331e-7,0.008877561,0.98527896,0.0002545811],"about_ca_topic_score_codex":0.016006973,"about_ca_topic_score_gemma":0.06262724,"teacher_disagreement_score":0.94527847,"about_ca_system_score_codex":0.00008068605,"about_ca_system_score_gemma":0.000093270784,"threshold_uncertainty_score":0.9905455},"labels":[],"label_agreement":null},{"id":"W112533932","doi":"","title":"Canadian Consumers' Preferences for Food Safety and Agricultural Environmental Safety Research Summary","year":2006,"lang":"en","type":"article","venue":"Health law review","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Food safety; Agriculture; Risk perception; Affect (linguistics); Environmental health; Business; Variety (cybernetics); Marketing; Perception; Psychology; Medicine; Geography","score_opus":0.07462030998650106,"score_gpt":0.38179138458680506,"score_spread":0.307171074600304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W112533932","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003659586,0.42295462,0.000035464487,0.17356123,0.00046597258,0.010595867,0.0008313732,0.00010227377,0.3877936],"genre_scores_gemma":[0.17604448,0.81144994,0.00030840278,0.0064538186,0.00014903706,0.0001448986,0.00023162135,0.000008818653,0.0052089766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810004,0.0005353785,0.00031115045,0.00023120038,0.00029782287,0.0005243813],"domain_scores_gemma":[0.9993499,0.00010522763,0.00006485151,0.00010691941,0.000029283021,0.00034382995],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024552187,0.00008507402,0.00022317545,0.000032165073,0.0016035589,0.000044421482,0.00012850686,0.00004681949,0.0003702742],"category_scores_gemma":[0.000025393942,0.00006699747,0.000046064066,0.00012955877,0.00026640543,0.00010524019,0.00002909006,0.000112327085,0.000045917302],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015225939,0.00006795935,0.0012053337,0.0017873967,0.000017184184,7.409727e-7,0.0011310009,3.9885427e-7,0.0000011029863,0.652135,0.17110723,0.17253144],"study_design_scores_gemma":[0.00012678979,0.000076484364,0.015234014,0.00039483773,0.0000070422793,4.2261325e-7,0.000730877,4.185242e-7,1.1844057e-7,0.00039269138,0.98295575,0.000080525395],"about_ca_topic_score_codex":0.44629487,"about_ca_topic_score_gemma":0.92824024,"teacher_disagreement_score":0.8118485,"about_ca_system_score_codex":0.00062634406,"about_ca_system_score_gemma":0.00031662433,"threshold_uncertainty_score":0.9996962},"labels":[],"label_agreement":null},{"id":"W117636528","doi":"10.1017/s1867299x00006723","title":"Precautionary Tales – Missing the Problem and its Cause","year":2013,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Subject (documents); Political science; Environmental ethics; Law and economics; History; Epistemology; Genealogy; Sociology; Philosophy; Computer science; Library science","score_opus":0.02627449997905243,"score_gpt":0.2715099662053207,"score_spread":0.24523546622626827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W117636528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95849836,0.000638673,0.002643883,0.00918703,0.0001765676,0.00026125502,7.7747063e-7,0.000023935363,0.028569499],"genre_scores_gemma":[0.9956445,0.0010271498,0.0012783507,0.000058479818,0.00029362738,5.3432836e-7,5.9515e-7,0.0000062820586,0.0016904501],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986162,0.0008191382,0.00019894548,0.000056776735,0.0002263265,0.00008257461],"domain_scores_gemma":[0.999423,0.000050419407,0.00027597658,0.0000497737,0.00013729442,0.00006351721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015141822,0.000044530116,0.00005093034,0.000049956958,0.00045328029,0.00013372104,0.00009738847,0.000010545397,0.00020163905],"category_scores_gemma":[0.000084900756,0.00002926044,0.00003162003,0.000080730635,0.000084275795,0.00041082533,0.000023008804,0.000084394276,0.00006218586],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021665359,0.000053042866,0.004676981,0.00001241301,0.000055571847,0.00001025682,0.07032187,0.00094828045,0.0011488682,0.020256504,0.027682586,0.87481195],"study_design_scores_gemma":[0.00025993143,0.00004511609,0.8199062,0.000054313066,0.00004155022,0.000012998145,0.0037054936,0.00076016074,0.000012600165,0.005737876,0.16938373,0.00008004956],"about_ca_topic_score_codex":0.000032892058,"about_ca_topic_score_gemma":0.000019184536,"teacher_disagreement_score":0.8747319,"about_ca_system_score_codex":0.000026895885,"about_ca_system_score_gemma":0.000018700486,"threshold_uncertainty_score":0.34863114},"labels":[],"label_agreement":null},{"id":"W121650630","doi":"10.1016/b978-0-12-373932-2.00085-5","title":"Environmental Compliance by Industry","year":2012,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Compliance (psychology); Conformity; Norm (philosophy); Tracing; Politics; Conformity assessment; Political science; Management science; Focus (optics); Environmental ethics; Law and economics; Engineering; Operations research; Sociology; Law; Operations management; Computer science; Psychology; Social psychology; Philosophy","score_opus":0.04095905464213468,"score_gpt":0.29091692637162636,"score_spread":0.2499578717294917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W121650630","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005015475,0.0012892393,0.000002284218,0.00025760976,0.00043318715,0.0004114862,0.00005367591,0.00007050383,0.9974319],"genre_scores_gemma":[0.005038169,0.001279689,0.00005477086,0.0010166813,0.0006231374,0.000021734255,0.000028878461,0.000039679733,0.9918973],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986513,0.00004205052,0.00021479207,0.0002782222,0.00047068862,0.0003429439],"domain_scores_gemma":[0.9993235,0.000014777704,0.00014820363,0.00027487183,0.000008219992,0.00023045478],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027530052,0.0002300261,0.00022954778,0.00004555175,0.00034326912,0.00005233396,0.00030597576,0.00058130047,0.01166947],"category_scores_gemma":[0.0000029450134,0.00024469738,0.00012249232,0.000005043069,0.00044824116,0.000063353655,0.00011214827,0.0005927129,0.003252213],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015769441,0.000010029401,0.000022537808,0.0000076637125,0.000024221408,0.00000194857,0.0014114993,2.754019e-8,0.000011844941,0.010492349,0.012679135,0.97533715],"study_design_scores_gemma":[0.000086711196,0.000008539957,0.000075232776,0.000058643313,0.00003893765,4.4012504e-7,0.00022717199,1.428616e-7,0.0000018757777,0.0013871234,0.9978338,0.00028140095],"about_ca_topic_score_codex":0.000006236014,"about_ca_topic_score_gemma":0.000056740442,"teacher_disagreement_score":0.9851546,"about_ca_system_score_codex":0.00025336002,"about_ca_system_score_gemma":0.000035723064,"threshold_uncertainty_score":0.997847},"labels":[],"label_agreement":null},{"id":"W1243100476","doi":"10.1007/s11077-015-9225-x","title":"Information, values and expert decision-making: the case of soil decontamination","year":2015,"lang":"en","type":"article","venue":"Policy Sciences","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Genome Canada","keywords":"Scholarship; Value (mathematics); Cognition; Psychology; Knowledge management; Social psychology; Public relations; Computer science; Political science; Law","score_opus":0.0511355766035431,"score_gpt":0.415723164564529,"score_spread":0.3645875879609859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1243100476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87978035,0.00013781442,0.0019167153,0.012021335,0.00022354028,0.00017506494,0.0000017316776,0.000028975392,0.105714485],"genre_scores_gemma":[0.9979773,0.00016141358,0.00065871264,0.00090970896,0.000093352246,0.0000059649205,1.5256114e-7,8.1938725e-7,0.00019258665],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9993098,0.00008823893,0.00013841683,0.000059597798,0.00028249278,0.00012148783],"domain_scores_gemma":[0.9995019,0.00016975294,0.000081129816,0.00007308492,0.00011265627,0.0000615089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018590419,0.000038596303,0.00005011945,0.00014558354,0.0005900503,0.00016099175,0.00018864169,0.000020372428,0.000028542408],"category_scores_gemma":[0.0012985381,0.000024685301,0.000015193184,0.00043116388,0.00077918137,0.00080600096,0.000055605524,0.000020406067,0.000015450534],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038991866,0.000013185614,0.0011244114,0.0000024101153,0.0000027738176,0.0000014423725,0.31934494,0.00013431361,0.0000015123908,0.25621527,0.021368245,0.4017876],"study_design_scores_gemma":[0.00029502247,0.00010901177,0.011088896,0.000031875974,0.000007718563,0.00003103932,0.6238429,0.003882156,0.000018664794,0.17045017,0.19007298,0.0001695947],"about_ca_topic_score_codex":0.01492419,"about_ca_topic_score_gemma":0.0032455062,"teacher_disagreement_score":0.401618,"about_ca_system_score_codex":0.000039887193,"about_ca_system_score_gemma":0.0001967478,"threshold_uncertainty_score":0.9916355},"labels":[],"label_agreement":null},{"id":"W132217938","doi":"10.1038/nbt0901-811b","title":"In defense of the precautionary principle","year":2001,"lang":"en","type":"letter","venue":"Nature Biotechnology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ocean Networks Canada Society; University of Victoria","funders":"","keywords":"Precautionary principle; Law and economics; Business; Economics; Biology; Biotechnology","score_opus":0.012009923682221311,"score_gpt":0.31101152297487195,"score_spread":0.29900159929265063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W132217938","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011751128,0.0004476935,0.000009741297,0.9560399,0.0012547616,0.00042529675,0.000010125693,0.00008521194,0.040552173],"genre_scores_gemma":[0.039624695,0.0039308164,0.000415767,0.87837493,0.002137947,0.00006205407,0.000030958232,0.00003321631,0.07538961],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987822,0.00017088014,0.00018567067,0.00026403033,0.00032317595,0.00027402895],"domain_scores_gemma":[0.9993285,0.000039203624,0.00014483146,0.00043871166,0.00003790836,0.000010834505],"candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002743007,0.000115485185,0.00018234295,0.00027531842,0.0001120232,0.000007141945,0.0007478666,0.0052883313,0.000397657],"category_scores_gemma":[0.00019585817,0.00008704505,0.00009755318,0.00063725153,0.0005784735,0.000035053446,0.00020001867,0.0033912845,0.000035362296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024472363,0.000018204631,0.00012688077,0.000014523069,0.000008841781,0.000029669602,0.00028141632,8.9801665e-7,0.000018736098,0.057042792,0.9411578,0.0012977907],"study_design_scores_gemma":[0.00008270779,0.000009391965,0.00043232206,0.000024080737,0.000008744328,0.0000025453526,0.00011711246,0.0000010571817,0.0000429337,0.0050194794,0.99417007,0.00008957683],"about_ca_topic_score_codex":0.00042290913,"about_ca_topic_score_gemma":0.0017275052,"teacher_disagreement_score":0.07766495,"about_ca_system_score_codex":0.00019364632,"about_ca_system_score_gemma":0.00011545965,"threshold_uncertainty_score":0.9989079},"labels":[],"label_agreement":null},{"id":"W138649198","doi":"10.15173/esr.v16i1.511","title":"Perception de l'energie nucleaire et (ir)rationalite: une analyse sure donnees francaises","year":2009,"lang":"fr","type":"article","venue":"Energy Studies Review","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.05850463128780906,"score_gpt":0.39512878658243045,"score_spread":0.33662415529462136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W138649198","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023478612,0.7331294,0.00044002724,0.2216316,0.00079628924,0.00021612157,0.000011123901,0.000113413895,0.041314173],"genre_scores_gemma":[0.09181231,0.8348684,0.0007449706,0.036198854,0.0006684792,0.00004920324,0.000036537796,0.000016061604,0.035605192],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967652,0.001044596,0.00061801897,0.00048220754,0.0005901959,0.00049978506],"domain_scores_gemma":[0.9988388,0.00010140566,0.00025683007,0.00032765337,0.00030554621,0.00016977327],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001258918,0.00034607312,0.0007250841,0.000084581945,0.0007759123,0.00008209413,0.00028987246,0.00013306426,0.0030197073],"category_scores_gemma":[0.00025231176,0.00031142184,0.00042426956,0.0012221362,0.00043646182,0.00044918145,0.000080072816,0.00015713187,0.00021785311],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047671506,0.00016470317,0.0001567977,0.0005164019,0.00024595647,0.00001099434,0.006894947,0.00034222173,0.00001354069,0.16379283,0.29935235,0.5285045],"study_design_scores_gemma":[0.00016436179,0.0000825355,0.015795922,0.0018933683,0.00045745238,0.0000022036386,0.009279769,0.000041426614,8.9261744e-7,0.002816759,0.96912557,0.0003397387],"about_ca_topic_score_codex":0.0029893024,"about_ca_topic_score_gemma":0.0071211513,"teacher_disagreement_score":0.6697732,"about_ca_system_score_codex":0.0004442379,"about_ca_system_score_gemma":0.00011769214,"threshold_uncertainty_score":0.9999338},"labels":[],"label_agreement":null},{"id":"W1484798979","doi":"10.2139/ssrn.1722055","title":"Beyond the Individual in Controversial Science-Based Technology Attitude Formation and Regulation: The State Construction of Policy Alternatives in Asia","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"State (computer science); Political science; Political economy; Economic system; Sociology; Economics; Computer science","score_opus":0.007865438775907386,"score_gpt":0.2917920451506472,"score_spread":0.2839266063747398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1484798979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97986823,0.000050445313,0.0007743509,0.017388158,0.00012158254,0.00019859304,8.739661e-7,0.000006418979,0.0015913149],"genre_scores_gemma":[0.99920917,0.00049740437,0.00008467768,0.00005970253,0.00008113755,0.000004130644,4.0923257e-7,0.0000018179339,0.00006153597],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99883324,0.00010544294,0.0001744069,0.00007650429,0.00030991927,0.00050047477],"domain_scores_gemma":[0.9996467,0.000043130458,0.00015873468,0.00006791322,0.0000637848,0.000019685285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033929243,0.000046349727,0.000065166,0.0004190305,0.0004048337,0.000072332645,0.00026283463,0.000035724377,0.000013418292],"category_scores_gemma":[0.00015959622,0.000030231686,0.000016886817,0.00064552267,0.0012285081,0.00035314806,0.00002929321,0.00061888,7.516807e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020419782,0.0000157174,0.0069013154,8.555508e-7,0.0000067283854,1.4461213e-7,0.0059154467,0.00010882847,0.0007467101,0.90981126,0.000005404367,0.0764672],"study_design_scores_gemma":[0.0016197382,0.00012382635,0.11452639,0.0000109172615,0.0000112182815,0.000025228777,0.058454007,0.00076685287,0.0003585971,0.82151663,0.002493445,0.000093139875],"about_ca_topic_score_codex":0.00077543955,"about_ca_topic_score_gemma":0.053134542,"teacher_disagreement_score":0.107625075,"about_ca_system_score_codex":0.00033321316,"about_ca_system_score_gemma":0.0016656169,"threshold_uncertainty_score":0.9641433},"labels":[],"label_agreement":null},{"id":"W1485377278","doi":"10.1108/joepp-09-2014-0060","title":"Complexity and ethical crisis management","year":2014,"lang":"en","type":"article","venue":"Journal of Organizational Effectiveness People and Performance","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Mindset; Crisis management; Value (mathematics); Context (archaeology); Knowledge management; Business; Political science; Public relations; Computer science; Economics; Management","score_opus":0.014334947308588279,"score_gpt":0.2915200940730094,"score_spread":0.27718514676442113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485377278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98259485,0.000034086515,0.0105214035,0.0027484114,0.00017836678,0.00010373931,7.5234254e-7,0.000011043113,0.0038073715],"genre_scores_gemma":[0.99684656,0.0017701355,0.00069133576,0.0004813124,0.00015390603,0.0000016080154,0.0000013651382,0.0000055510845,0.000048212565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99910873,0.0002403351,0.00015564385,0.00009141843,0.00030345554,0.00010041932],"domain_scores_gemma":[0.9994481,0.0001233158,0.000098214354,0.000044305743,0.00019728368,0.00008876729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014948997,0.00006392242,0.00014342132,0.00008661896,0.00038881108,0.00006091322,0.0000800856,0.00006185832,0.00016995988],"category_scores_gemma":[0.00007049256,0.00005539109,0.00001981825,0.00021397178,0.000115166884,0.00015085428,0.00004664225,0.00014057849,0.000006230488],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001922447,0.000104812665,0.47129655,0.00046688665,0.00010568865,0.0000029819369,0.011558493,0.0002136428,0.000092434595,0.48516956,0.0012828016,0.029513907],"study_design_scores_gemma":[0.00047026147,0.00011826378,0.98229134,0.0000333841,0.00002958097,0.000010113247,0.00091218285,0.0003218874,0.00002757247,0.0033828293,0.012319949,0.00008262015],"about_ca_topic_score_codex":0.00004613873,"about_ca_topic_score_gemma":0.00006517432,"teacher_disagreement_score":0.5109948,"about_ca_system_score_codex":0.00004123828,"about_ca_system_score_gemma":0.000026850577,"threshold_uncertainty_score":0.29904598},"labels":[],"label_agreement":null},{"id":"W1494599179","doi":"10.1002/9781118445112.stat03862","title":"Risk and the Media","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Ottawa","funders":"","keywords":"Virtue; Frame (networking); Political science; Power (physics); Frame analysis; Public relations; Civil society; Social media; News media; Media coverage; Media studies; Sociology; Social science; Content analysis; Law; Engineering; Telecommunications; Politics","score_opus":0.02937375805381892,"score_gpt":0.32745585200890864,"score_spread":0.2980820939550897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494599179","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024024364,0.0020324623,0.11739774,0.0015188513,0.0013418632,0.0012235768,0.01615454,0.00043850025,0.85986847],"genre_scores_gemma":[0.0008434419,0.18674529,0.04770308,0.00084896426,0.0013575429,0.000052935542,0.0017825825,0.0002866423,0.7603795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974947,0.0006993887,0.00032131633,0.00041379637,0.00067496713,0.00039581698],"domain_scores_gemma":[0.9982699,0.00058533764,0.00041943166,0.00042106668,0.00009536177,0.00020887953],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008853391,0.00028908934,0.00044413024,0.00015558474,0.00037982172,0.00014603304,0.0004433334,0.00023965575,0.006863633],"category_scores_gemma":[0.0008595248,0.00019834736,0.00003960203,0.00015138266,0.0015842757,0.000030910815,0.00013239248,0.0004495697,0.00042329245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016591983,0.000029734152,0.00003969383,0.00002256153,0.000036499117,0.0000025135712,0.0019488028,6.932361e-7,6.698729e-8,0.27192268,0.6312506,0.09472955],"study_design_scores_gemma":[0.00076593907,0.000022156699,0.00035636695,0.000089926165,0.00012687035,2.4115047e-7,0.0014739465,0.00014466925,1.6784188e-8,0.020328993,0.976433,0.00025788258],"about_ca_topic_score_codex":0.013661386,"about_ca_topic_score_gemma":0.107949756,"teacher_disagreement_score":0.34518236,"about_ca_system_score_codex":0.000055062206,"about_ca_system_score_gemma":0.00014087488,"threshold_uncertainty_score":0.99404424},"labels":[],"label_agreement":null},{"id":"W1496706723","doi":"10.1002/9781118445112.stat03865","title":"Stakeholder Participation in Risk Management Decision Making","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Stakeholder; Business; Stakeholder analysis; Process (computing); Risk management; Community participation; Stakeholder engagement; Process management; Environmental resource management; Public relations; Political science; Computer science; Sociology; Economics","score_opus":0.07784065897847563,"score_gpt":0.40106179133425024,"score_spread":0.3232211323557746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1496706723","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000299939,0.00031303742,0.43221128,0.00009488746,0.0009193857,0.0013448132,0.0039265617,0.00033828715,0.5605518],"genre_scores_gemma":[0.019359235,0.057428014,0.4382976,0.0005294142,0.0006842659,0.00019653385,0.0025427262,0.0005386987,0.4804235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965134,0.00048375587,0.0006422206,0.0006744929,0.0010304595,0.00065563805],"domain_scores_gemma":[0.9984468,0.00021043546,0.00054329855,0.0005326922,0.0000934785,0.00017330056],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083323056,0.00037330537,0.00046227375,0.00064678217,0.00022249964,0.00015106966,0.00046049934,0.0002921946,0.008590474],"category_scores_gemma":[0.00027251104,0.0003741988,0.000043563436,0.0004075689,0.00022395336,0.000076619945,0.00015084575,0.00042302697,0.0006832896],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028997394,0.00026561756,0.001006751,0.000092066664,0.000044786437,0.000028003338,0.0010259667,0.00012338345,1.2240004e-7,0.08008803,0.43908638,0.4782099],"study_design_scores_gemma":[0.0005768238,0.000054592732,0.007879588,0.00089587655,0.00009934301,9.597516e-8,0.0011610934,0.0006521485,3.5942804e-8,0.015331742,0.9728839,0.00046474967],"about_ca_topic_score_codex":0.003147354,"about_ca_topic_score_gemma":0.12386965,"teacher_disagreement_score":0.53379756,"about_ca_system_score_codex":0.0003276557,"about_ca_system_score_gemma":0.00009675601,"threshold_uncertainty_score":0.999871},"labels":[],"label_agreement":null},{"id":"W1497466547","doi":"10.1111/1539-6924.00327","title":"Development of a Public Participation and Communication Protocol for Establishing Fish Consumption Advisories","year":2003,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Advisory committee; Consumption (sociology); Risk communication; Public participation; Process (computing); Fish <Actinopterygii>; Fish consumption; Public relations; Business; Protocol (science); Risk analysis (engineering); Computer science; Medicine; Political science; Fishery; Public administration; Sociology","score_opus":0.12094981024245274,"score_gpt":0.4160618123131096,"score_spread":0.2951120020706569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497466547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72354573,0.000023929248,0.21594061,0.00093031506,0.000030422838,0.05353638,0.000010516724,0.00010326353,0.0058788545],"genre_scores_gemma":[0.905633,0.00013992038,0.03470106,0.00003174684,0.000008250014,0.059165947,0.000025351703,0.0000043157165,0.00029045145],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990059,0.00033749698,0.0002446294,0.00011493627,0.00017625884,0.00012078046],"domain_scores_gemma":[0.99936205,0.000092255264,0.00021473053,0.00013586796,0.0001432508,0.000051868796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018833121,0.000048601843,0.000118306816,0.00016794154,0.00057523284,0.000117461714,0.000075706215,0.000035898385,0.00017021915],"category_scores_gemma":[0.00049727224,0.000047757523,0.00005041066,0.00044527333,0.00009430086,0.00028883407,0.000017081911,0.000031087173,0.0000020913822],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002870512,0.00030216834,0.61441743,0.00010879452,0.00070207537,4.7842025e-8,0.09236268,0.00030307434,0.000049905695,0.10410886,0.0012096139,0.18640663],"study_design_scores_gemma":[0.0006990888,0.000015580072,0.20894323,0.000014267612,0.0005186223,1.3140205e-8,0.011842075,0.0018641283,0.00014014926,0.0014077955,0.7743904,0.0001646339],"about_ca_topic_score_codex":0.00041469897,"about_ca_topic_score_gemma":0.022246126,"teacher_disagreement_score":0.7731808,"about_ca_system_score_codex":0.0000558334,"about_ca_system_score_gemma":0.000055404376,"threshold_uncertainty_score":0.99559534},"labels":[],"label_agreement":null},{"id":"W1502386010","doi":"10.1111/aepr.12030","title":"Comment on “<scp>J</scp>apan's Post‐<scp>F</scp>ukushima Energy Policy Challenges”","year":2013,"lang":"en","type":"article","venue":"Asian Economic Policy Review","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear power; Fossil fuel; Liquefied natural gas; Raw material; Electricity; Greenhouse gas; Economics; Electricity generation; Natural resource economics; Natural gas; Economy; Waste management; Power (physics); Engineering; Chemistry","score_opus":0.03909893005018107,"score_gpt":0.32522951846148174,"score_spread":0.2861305884113007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502386010","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014653469,0.011748841,0.000008789821,0.2910337,0.0003217388,0.0009701977,0.000031830103,0.00016705743,0.6942525],"genre_scores_gemma":[0.053045824,0.7154358,0.00011481438,0.19208683,0.0027391687,0.0005534665,0.000045967925,0.000086065615,0.03589203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965246,0.0005996281,0.0007676908,0.0006791841,0.00028381872,0.0011451078],"domain_scores_gemma":[0.9975606,0.00032899072,0.00043337862,0.0008825095,0.00008456307,0.0007099362],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009537785,0.0004459314,0.00076631806,0.00041257526,0.00047083216,0.00022876413,0.0009834277,0.00018791221,0.0006189701],"category_scores_gemma":[0.0009815166,0.00043888448,0.0003656678,0.00034714845,0.0002688924,0.00047723873,0.00023458982,0.00021614235,0.011296214],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.6553073e-7,0.00006830081,0.000012443252,0.00014356954,0.000049705974,0.0000012043897,0.0028104864,0.0000015652785,0.000001712392,0.41680115,0.40064162,0.17946798],"study_design_scores_gemma":[0.00028311444,0.00010081223,0.0018110556,0.00039728242,0.000036755682,0.0000028642758,0.003864919,0.000008857287,0.0000056227577,0.004600913,0.9887698,0.00011798826],"about_ca_topic_score_codex":0.03360479,"about_ca_topic_score_gemma":0.003462833,"teacher_disagreement_score":0.703687,"about_ca_system_score_codex":0.0011967313,"about_ca_system_score_gemma":0.0005833211,"threshold_uncertainty_score":0.9998063},"labels":[],"label_agreement":null},{"id":"W1505424725","doi":"","title":"Fukushima vs. Chernobyl: Coverage of the Nuclear Disasters by American and Canadian Media","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Fukushima Nuclear Accident; Nuclear disaster; Media coverage; Politics; Accident (philosophy); Political science; News media; Chernobyl Nuclear Accident; Geography; Environmental protection; Nuclear plant; Nuclear power plant; Engineering; Law; Media studies; Sociology","score_opus":0.005970843915021609,"score_gpt":0.2393585999652757,"score_spread":0.23338775605025408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505424725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978209,0.0004558486,0.000052996176,0.006865058,0.00024569457,0.00008277445,0.0000042734573,0.000008349994,0.014076008],"genre_scores_gemma":[0.99049115,0.007576792,0.000007998536,0.0006046372,0.00016261189,7.926322e-7,5.373508e-7,0.000008719001,0.0011467455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826086,0.00014555219,0.00010570547,0.00006494092,0.00023691401,0.0011860488],"domain_scores_gemma":[0.99955904,0.00001820736,0.0000972097,0.00007656406,0.000018950292,0.0002300407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010567812,0.00006141623,0.00008840068,0.000039806353,0.00039410588,0.000041076368,0.00020951562,0.000026893124,0.00012414811],"category_scores_gemma":[0.000046657387,0.00004587392,0.000046864727,0.00014128454,0.0002799791,0.00015609903,0.000023328275,0.00038420514,0.000012637756],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004665403,0.00014004015,0.12324764,0.000006573994,0.00021114943,7.5535377e-7,0.0947139,0.000006058722,0.00036560663,0.4219741,0.018170312,0.34111723],"study_design_scores_gemma":[0.00036125924,0.00008635514,0.085164495,0.000009704433,0.00004426025,0.000010617286,0.09832144,0.0000054424513,0.000006873414,0.006219148,0.8095885,0.0001818926],"about_ca_topic_score_codex":0.11583392,"about_ca_topic_score_gemma":0.5866579,"teacher_disagreement_score":0.7914182,"about_ca_system_score_codex":0.00070141314,"about_ca_system_score_gemma":0.0005732462,"threshold_uncertainty_score":0.8900538},"labels":[],"label_agreement":null},{"id":"W1519710867","doi":"10.1002/9781118281581.ch9","title":"When Occupation goes ‘Wrong’: A Critical Reflection on Risk Discourses and their Relevance in Shaping Occupation","year":2012,"lang":"en","type":"other","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Relevance (law); Reflection (computer programming); Critical reflection; Epistemology; Sociology; History; Aesthetics; Political science; Philosophy; Law; Computer science","score_opus":0.06377628821588706,"score_gpt":0.3982566628434495,"score_spread":0.33448037462756247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519710867","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013173629,0.00044767067,0.008709191,0.001481798,0.0008050445,0.00059837534,0.000017469914,0.0002722066,0.9863509],"genre_scores_gemma":[0.36308008,0.012139023,0.0026592282,0.0006252565,0.001708074,0.00013240408,0.000050861916,0.00018059248,0.61942446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987253,0.00030328933,0.00017220866,0.00030645623,0.0002359818,0.000256753],"domain_scores_gemma":[0.9994827,0.00015632411,0.00011596151,0.00014590714,0.000023849283,0.00007526358],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005385249,0.00016657401,0.00017130305,0.0002801304,0.00020581698,0.00009883778,0.000087263725,0.00022043068,0.0028163483],"category_scores_gemma":[0.0003982814,0.00013476856,0.000037873568,0.0001259791,0.00017464728,0.00022976428,0.000028081226,0.00017705784,0.00012603309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008559772,0.00027881583,0.015686462,0.00010635125,0.000036144556,0.0000010159533,0.026241114,0.000007865944,0.000017601527,0.102406,0.49533677,0.35979626],"study_design_scores_gemma":[0.00017839842,0.000044463002,0.013304608,0.00023044691,0.000022417255,1.3014584e-7,0.005249595,0.00010767853,0.00000431714,0.0032225288,0.9773776,0.00025784672],"about_ca_topic_score_codex":0.010133962,"about_ca_topic_score_gemma":0.05972215,"teacher_disagreement_score":0.4820408,"about_ca_system_score_codex":0.0001635183,"about_ca_system_score_gemma":0.0000292779,"threshold_uncertainty_score":0.9980952},"labels":[],"label_agreement":null},{"id":"W1519772125","doi":"10.22230/cjc.2002v27n4a1333","title":"In the Chamber of Risk: Understanding Risk Controversies","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Risk analysis (engineering); Business","score_opus":0.07536728319317769,"score_gpt":0.2955191854186258,"score_spread":0.22015190222544812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519772125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50969243,0.0048037563,0.0017332291,0.07789318,0.0004872227,0.00042225004,0.000024597528,0.000007028986,0.4049363],"genre_scores_gemma":[0.993457,0.0060393168,0.00009116105,0.00025301994,0.000029288383,5.240163e-7,3.482415e-7,0.0000017544409,0.00012755797],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.998981,0.00060002215,0.00017048711,0.000022541375,0.00013357362,0.00009239495],"domain_scores_gemma":[0.99914366,0.00030049842,0.0002658022,0.00016431014,0.000056184643,0.00006956941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015402151,0.000027544125,0.00006781367,0.00013946419,0.00033768825,0.000037845908,0.0002951502,0.000025603376,0.00047135685],"category_scores_gemma":[0.00041970212,0.000022344226,0.00003920168,0.00016603057,0.00019313984,0.00018531232,0.000005493312,0.00016182741,0.000006523201],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010916402,0.0000464613,0.039925806,0.0000037620537,0.000044700613,0.0000081772805,0.5488278,0.00042885283,0.000003925711,0.28954712,0.11200285,0.009149601],"study_design_scores_gemma":[0.0006854761,0.000040869036,0.05705965,0.00005603048,0.000050810446,0.000003577048,0.23120056,0.00028151573,0.0000019541178,0.025212316,0.6853169,0.00009034592],"about_ca_topic_score_codex":0.070239745,"about_ca_topic_score_gemma":0.5208328,"teacher_disagreement_score":0.5733141,"about_ca_system_score_codex":0.00023674114,"about_ca_system_score_gemma":0.00007459762,"threshold_uncertainty_score":0.9359516},"labels":[],"label_agreement":null},{"id":"W1520253164","doi":"10.1002/9781118445112.stat03863","title":"Considerations in Planning for Successful Risk Communication","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Risk analysis (engineering); Key (lock); Risk communication; Risk assessment; Risk management; Psychology; Computer science; Management science; Business; Engineering; Computer security; Finance","score_opus":0.07312508363958035,"score_gpt":0.40269937315085436,"score_spread":0.329574289511274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520253164","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012411507,0.0015405786,0.4774549,0.0013992618,0.00074005313,0.0029771866,0.029478285,0.0005400314,0.4857456],"genre_scores_gemma":[0.011123663,0.03283546,0.5247919,0.0008213901,0.0006509315,0.00040753523,0.014547897,0.00046381744,0.41435736],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997842,0.0005110517,0.00048458122,0.00038915806,0.00037703733,0.00039618125],"domain_scores_gemma":[0.9979898,0.0006938353,0.0005344583,0.0004804776,0.00016855588,0.00013292732],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007066017,0.00025394798,0.00040204314,0.00036536984,0.00042023932,0.0001524369,0.00035103734,0.00027886315,0.0034164353],"category_scores_gemma":[0.0009126939,0.00026942755,0.000037709262,0.0001640603,0.00033718752,0.00006929394,0.00007391661,0.00038974016,0.00010053785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009039771,0.00012382126,0.000796102,0.000063957494,0.00003190469,0.0000025278227,0.00234669,0.00010853964,6.254519e-7,0.21103698,0.77361405,0.01186578],"study_design_scores_gemma":[0.000539375,0.00004682058,0.00076666515,0.00033917316,0.000056348264,1.4889586e-7,0.002124335,0.0008198332,1.1666608e-7,0.032741223,0.9622402,0.0003257131],"about_ca_topic_score_codex":0.012670205,"about_ca_topic_score_gemma":0.21015765,"teacher_disagreement_score":0.19748744,"about_ca_system_score_codex":0.00016151102,"about_ca_system_score_gemma":0.00028059309,"threshold_uncertainty_score":0.9999758},"labels":[],"label_agreement":null},{"id":"W1527062098","doi":"10.1038/35015179","title":"Climate change in perspective","year":2000,"lang":"en","type":"article","venue":"Nature","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Perspective (graphical); Climate change; Global warming; Environmental science; Climatology; Geology; Oceanography; Computer science","score_opus":0.019163928821571904,"score_gpt":0.3708826748790089,"score_spread":0.35171874605743697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1527062098","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1360979,0.00037942023,2.4056777e-7,0.01734036,0.00015399138,0.00018095685,0.0000021613157,0.000052071468,0.8457929],"genre_scores_gemma":[0.988771,0.0027313035,0.0000446313,0.003488733,0.00023496186,0.000012747787,8.5234353e-7,0.0000025435395,0.0047131944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956995,0.000041057447,0.00003227575,0.00009149481,0.00012741254,0.0001378119],"domain_scores_gemma":[0.9998962,0.0000051153283,0.0000068275513,0.000048760678,0.000016574053,0.000026508143],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016464203,0.00002966232,0.00003712495,0.000036050114,0.00009235153,0.000019179086,0.00007490082,0.00024799703,0.005241423],"category_scores_gemma":[0.000012028079,0.0000275957,0.00001848784,0.00017437419,0.000031066895,0.00009752264,0.000007594739,0.00038012053,0.00035037062],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020438389,0.00007141166,0.0034565201,0.0000032140263,0.0000028059019,0.00001328635,0.15434854,0.0000019639997,0.000004822873,0.52951175,0.011341213,0.30122405],"study_design_scores_gemma":[0.00013964715,0.000007136748,0.11560144,0.000009028703,0.0000017312423,7.956469e-8,0.012212709,0.000010978688,9.64115e-7,0.0019362001,0.8700194,0.00006072578],"about_ca_topic_score_codex":0.0016420361,"about_ca_topic_score_gemma":0.008149665,"teacher_disagreement_score":0.85867816,"about_ca_system_score_codex":0.000092384,"about_ca_system_score_gemma":0.0000062421304,"threshold_uncertainty_score":0.99566793},"labels":[],"label_agreement":null},{"id":"W1542774945","doi":"10.1002/9780470061596.risk0001","title":"Role of Risk Communication in a Comprehensive Risk Management Approach","year":2008,"lang":"en","type":"other","venue":"Encyclopedia of Quantitative Risk Analysis and Assessment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Risk management; Risk communication; Reciprocal; Risk analysis (engineering); Information exchange; Process (computing); IT risk; Selection (genetic algorithm); IT risk management; Business; Component (thermodynamics); Factor analysis of information risk; Knowledge management; Risk management information systems; Computer science; Information system; Engineering; Management information systems; Finance","score_opus":0.021418343598593206,"score_gpt":0.3471706854527249,"score_spread":0.3257523418541317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542774945","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010330734,0.0071534845,0.007924951,0.000023638571,0.00004418409,0.00088045205,0.0003184105,0.00005083033,0.97327334],"genre_scores_gemma":[0.05126131,0.8417082,0.0882496,0.0000070257124,0.000028343444,0.000082087194,0.00016025585,0.00006162111,0.018441562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99597836,0.0019306181,0.0006894973,0.0004776025,0.00067538756,0.00024854994],"domain_scores_gemma":[0.9971309,0.00030135055,0.0018253464,0.000530898,0.000121627505,0.00008990785],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010421532,0.00028443243,0.0009651891,0.0013886299,0.0002410029,0.000023903818,0.0003705021,0.00016615361,0.0004054331],"category_scores_gemma":[0.000053690354,0.00026793976,0.0003192374,0.0013904349,0.00056890375,0.000083513056,0.00017702891,0.0003810292,0.0000068127897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007233519,0.0023224913,0.58924633,0.00032605397,0.010873642,0.0000054060547,0.07661985,0.0021766473,0.0000016680311,0.09775202,0.0329829,0.18762067],"study_design_scores_gemma":[0.00066800154,0.00006945538,0.49827594,0.000110478475,0.0030677663,4.447573e-8,0.07282017,0.0017395621,3.558759e-7,0.0020229884,0.42084783,0.00037742656],"about_ca_topic_score_codex":0.07295994,"about_ca_topic_score_gemma":0.029725812,"teacher_disagreement_score":0.9548318,"about_ca_system_score_codex":0.00009044703,"about_ca_system_score_gemma":0.000065469896,"threshold_uncertainty_score":0.9999773},"labels":[],"label_agreement":null},{"id":"W1547112757","doi":"10.1007/bf03403666","title":"Why Have Pesticides Become the Archetype of All That Is Wrong with Modern Society?","year":2005,"lang":"en","type":"editorial","venue":"Canadian Journal of Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pesticide; Archetype; Environmental ethics; Political science; Public relations; Business; Philosophy","score_opus":0.0928540482684878,"score_gpt":0.3543672755725689,"score_spread":0.2615132273040811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547112757","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009816699,0.0046782987,0.0051733633,0.6168206,0.35782653,0.0009858508,0.00031470627,0.00002769386,0.013191323],"genre_scores_gemma":[0.043649107,0.013818049,0.0017071908,0.03252091,0.8955399,0.0000144316145,0.000071521805,0.00011244239,0.012566478],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99646,0.0005092286,0.0005610692,0.00020152977,0.0013578287,0.0009102983],"domain_scores_gemma":[0.9958199,0.00031587892,0.0009957601,0.0002675426,0.0007300017,0.0018708989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055943793,0.00020366025,0.0004903957,0.00028336892,0.000632069,0.0003099608,0.00094400183,0.00031030597,0.0006679733],"category_scores_gemma":[0.0005163155,0.00014393569,0.0002437238,0.00021406921,0.0006414617,0.00033092077,0.000023453997,0.0010289601,0.000005969626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002459499,0.00001409732,0.00032226794,0.00003807026,0.00012322396,0.0000052602086,0.06127544,0.00001943808,3.2711842e-8,0.00028520564,0.92079717,0.017117325],"study_design_scores_gemma":[0.00024242105,0.0001388547,0.00043284273,0.0001006129,0.000040987128,0.000002477391,0.017189877,0.000027849943,5.3350988e-8,0.00021551739,0.98147374,0.0001347466],"about_ca_topic_score_codex":0.25640163,"about_ca_topic_score_gemma":0.88918006,"teacher_disagreement_score":0.6327784,"about_ca_system_score_codex":0.0018978794,"about_ca_system_score_gemma":0.029289382,"threshold_uncertainty_score":0.97621363},"labels":[],"label_agreement":null},{"id":"W1550621734","doi":"10.31542/j.ecj.180","title":"The Right and the Good: Communicating Environmental Issues","year":2014,"lang":"en","type":"article","venue":"Earth Common Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"MacEwan University; University of Alberta","funders":"","keywords":"Privilege (computing); Sustainability; Duty; Work (physics); Unison; Duty to protect; Public relations; Natural (archaeology); Environmentalism; Sustainable development; Environmental planning; Environmental resource management; Business; Political science; Environmental ethics; Engineering; Law; Geography; Economics; Ecology","score_opus":0.010234021916852904,"score_gpt":0.28162880130678586,"score_spread":0.27139477938993295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550621734","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29559308,0.004242695,0.0003522498,0.17381762,0.0007054723,0.00037260735,0.0000011758785,0.00005119005,0.5248639],"genre_scores_gemma":[0.98611647,0.007144454,0.00019524402,0.0006713787,0.00025825226,0.0000022576942,2.948922e-7,0.0000034352615,0.0056081996],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983461,0.0010811874,0.0001344814,0.000046873796,0.00024140536,0.0001499449],"domain_scores_gemma":[0.99935997,0.00029563654,0.000091003734,0.000179484,0.0000060743773,0.000067841065],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00297051,0.000047015692,0.000071019356,0.000011388461,0.0037078527,0.0003567133,0.00036099748,0.0000187477,0.00032076673],"category_scores_gemma":[0.000051370378,0.000023804158,0.00004076776,0.000028631455,0.00068804313,0.00008847942,0.00010249186,0.0002451365,0.00005898283],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004265045,0.00004510409,0.011609282,0.0000014863251,0.00004862375,0.000002020311,0.05471293,0.00001752138,0.00003330228,0.43718007,0.016658323,0.47964868],"study_design_scores_gemma":[0.00032479232,0.000013904991,0.017898247,0.0000052436735,0.000006321708,0.000004960259,0.0058665434,0.00019475365,0.0000027060214,0.005505515,0.97013915,0.000037850165],"about_ca_topic_score_codex":0.0001582249,"about_ca_topic_score_gemma":0.0015438922,"teacher_disagreement_score":0.95348084,"about_ca_system_score_codex":0.000011529173,"about_ca_system_score_gemma":0.00000617947,"threshold_uncertainty_score":0.9975892},"labels":[],"label_agreement":null},{"id":"W1551355895","doi":"10.4315/0362-028x-73.10.1875","title":"Risk Ranking: Investigating Expert and Public Differences in Evaluating Food Safety Hazards","year":2010,"lang":"en","type":"article","venue":"Journal of Food Protection","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Food safety; Ranking (information retrieval); Focus group; Framing (construction); Environmental health; Psychology; Business; Medicine; Marketing; Computer science; Geography","score_opus":0.09184829943447391,"score_gpt":0.3430296816690814,"score_spread":0.25118138223460745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551355895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931932,0.00009906056,0.0020920339,0.0026861818,0.000574017,0.00030898573,5.3920405e-7,0.000019090348,0.0010268722],"genre_scores_gemma":[0.9969976,0.0002643221,0.002217954,0.000057494814,0.00042051202,0.000014939203,1.1613974e-7,0.000005315979,0.000021756432],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998365,0.00047746173,0.0003743682,0.00011434099,0.0004933261,0.0001755319],"domain_scores_gemma":[0.999151,0.000057736732,0.00046100895,0.00006245147,0.00015869709,0.00010911314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036932253,0.000075887525,0.00014868351,0.00022138197,0.00051052246,0.00018232997,0.00011859497,0.0000914038,0.000071140385],"category_scores_gemma":[0.0018197054,0.000063959014,0.000049719118,0.000271183,0.00012252567,0.00048504237,0.000028487708,0.0005377204,0.0000011135672],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055638884,0.0000934766,0.03302653,0.00001917248,0.000057088757,8.5120496e-7,0.041106872,0.000017589966,0.015326291,0.003713858,0.000055957233,0.9065267],"study_design_scores_gemma":[0.0064285197,0.0072140773,0.7696748,0.00051604206,0.000108496744,0.000059413305,0.09290958,0.0065548928,0.002174763,0.07635767,0.037052575,0.0009491883],"about_ca_topic_score_codex":0.0006286134,"about_ca_topic_score_gemma":0.007766468,"teacher_disagreement_score":0.9055775,"about_ca_system_score_codex":0.00007630625,"about_ca_system_score_gemma":0.0001350461,"threshold_uncertainty_score":0.43338716},"labels":[],"label_agreement":null},{"id":"W1551635354","doi":"10.1007/s10393-004-0080-z","title":"Environmental Health Education: A Participatory Holistic Approach","year":2004,"lang":"en","type":"article","venue":"EcoHealth","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Université du Québec à Montréal","keywords":"Animal ecology; Citizen journalism; Environmental education; Construct (python library); Public health; Sociology; Health education; Environmental planning; Engineering ethics; Public relations; Environmental resource management; Political science; Ecology; Pedagogy; Medicine; Engineering; Geography; Nursing; Computer science; Environmental science","score_opus":0.10683289049396905,"score_gpt":0.40258985586885654,"score_spread":0.2957569653748875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551635354","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37316948,0.0014689817,0.005124177,0.04251207,0.003786522,0.0023017316,0.00002169847,0.0004571446,0.57115823],"genre_scores_gemma":[0.9849364,0.0009218771,0.0022517033,0.0071269064,0.0005026351,0.0000727884,0.000015806028,0.000008502412,0.0041633495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890846,0.00014940336,0.00017141498,0.00019023418,0.0002403027,0.00034018888],"domain_scores_gemma":[0.9994334,0.0000073399797,0.00007460276,0.0001531875,0.00000799995,0.00032345997],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006501896,0.00006642245,0.00009933409,0.00004530184,0.00060055486,0.00003251016,0.00011628864,0.000031618023,0.00066959515],"category_scores_gemma":[0.000019868427,0.00006986138,0.000031810312,0.000086572814,0.00012720517,0.00009893892,0.000019842026,0.00008213094,0.0012614926],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020832758,0.0031596615,0.0049497834,0.00018134744,0.000023495408,0.0000016807188,0.17362665,0.00031891902,0.000007220642,0.5197679,0.12088576,0.1770568],"study_design_scores_gemma":[0.0002846876,0.000073206545,0.0368453,0.000012447773,0.000004023728,6.041887e-7,0.016977388,0.000013587774,3.5541686e-7,0.0024258492,0.94323957,0.00012298244],"about_ca_topic_score_codex":0.0039328993,"about_ca_topic_score_gemma":0.0006373538,"teacher_disagreement_score":0.8223538,"about_ca_system_score_codex":0.00084585877,"about_ca_system_score_gemma":0.0010628079,"threshold_uncertainty_score":0.9995161},"labels":[],"label_agreement":null},{"id":"W1554302044","doi":"10.4000/ethiquepublique.2189","title":"De la prévention à la précaution, et réciproquement","year":2002,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.020893958193481343,"score_gpt":0.3145812924569366,"score_spread":0.2936873342634553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554302044","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065580094,0.0019365303,0.01333417,0.22205074,0.0009516057,0.0006575029,0.000008623097,0.00024586712,0.75425696],"genre_scores_gemma":[0.5804198,0.027044496,0.0029400762,0.036284976,0.0006912388,0.0003657007,0.000024281382,0.00004878712,0.35218066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948329,0.0035339382,0.0003371777,0.00035837427,0.00041970704,0.000517945],"domain_scores_gemma":[0.9989959,0.00019879446,0.0001583755,0.00024605347,0.00015089395,0.00024998747],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004177612,0.00019901025,0.00016963911,0.00014680493,0.00031167676,0.00053640804,0.00028669785,0.00052568293,0.010565909],"category_scores_gemma":[0.0003549523,0.00022457435,0.00016063095,0.0004691714,0.00053819,0.00081080134,0.000099017554,0.0005721888,0.00062354375],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033608142,0.00043059108,0.00032625668,0.0000672087,0.000030366493,0.000013158808,0.0117717665,0.000060484275,0.000045729852,0.8120377,0.1572456,0.01796773],"study_design_scores_gemma":[0.00029080323,0.000052960007,0.0048832824,0.00010929889,0.000032501866,0.000009684765,0.0012457876,0.00084643404,0.000021805978,0.054505665,0.9377696,0.00023218672],"about_ca_topic_score_codex":0.0019516601,"about_ca_topic_score_gemma":0.0012034756,"teacher_disagreement_score":0.78052396,"about_ca_system_score_codex":0.0006504518,"about_ca_system_score_gemma":0.00019600663,"threshold_uncertainty_score":0.99033856},"labels":[],"label_agreement":null},{"id":"W1555457716","doi":"10.1111/j.1539-6924.2010.01560.x","title":"Context, Cultural Bias, and Health Risk Perception: The “Everyday” Nature of Pesticide Policy Preferences in London, Calgary, and Halifax","year":2011,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; York University","funders":"Council of Ontario Universities","keywords":"Context (archaeology); Perception; Risk perception; Occupational safety and health; Psychology; Environmental health; Social psychology; Applied psychology; Environmental planning; Political science; Geography; Medicine","score_opus":0.05236166026416692,"score_gpt":0.3466624184828482,"score_spread":0.29430075821868124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555457716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99073076,0.0019928878,0.0002952912,0.002846268,0.000038717575,0.0002511548,0.000027082879,0.00002437546,0.003793487],"genre_scores_gemma":[0.9549191,0.04366721,0.0003340586,0.00041065633,0.000060465634,0.000009607899,0.000008881838,0.0000037354348,0.0005863161],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982056,0.0007247348,0.00030105788,0.00025828165,0.0002830019,0.00022731423],"domain_scores_gemma":[0.99924934,0.00007977913,0.00028174056,0.00017816214,0.00009003911,0.00012096325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014283778,0.00011786837,0.00031240567,0.000285936,0.00046627288,0.000059487706,0.00017939453,0.00010225352,0.0003133953],"category_scores_gemma":[0.00022959778,0.0000760919,0.0001083825,0.0010079835,0.0004623042,0.0001582122,0.000061653955,0.00025229232,0.000005843855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000139989315,0.000039921633,0.8454655,0.000008427317,0.00017933315,6.042707e-7,0.074513786,0.000013073283,9.373326e-7,0.0054280325,0.0012531666,0.073083244],"study_design_scores_gemma":[0.00017958568,0.000035661218,0.9571143,0.000010246027,0.00032283386,2.7323355e-7,0.034165714,0.00040477907,0.0000010142411,0.0015436524,0.0061288015,0.00009313117],"about_ca_topic_score_codex":0.51256025,"about_ca_topic_score_gemma":0.4363996,"teacher_disagreement_score":0.111648835,"about_ca_system_score_codex":0.00008683973,"about_ca_system_score_gemma":0.00008779744,"threshold_uncertainty_score":0.5738846},"labels":[],"label_agreement":null},{"id":"W1555603774","doi":"10.1126/science.288.5470.1322","title":"Learning the Hard Way","year":2000,"lang":"en","type":"article","venue":"Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; Psychology","score_opus":0.02659855147039625,"score_gpt":0.3280636533203313,"score_spread":0.3014651018499351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555603774","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42644477,0.000017046166,0.000037448302,0.0070480853,0.00015967367,0.00007268471,6.191844e-8,0.00005999411,0.56616026],"genre_scores_gemma":[0.8795135,0.00021572005,0.000101480655,0.0005774146,0.00006952661,0.0000033329247,5.236466e-8,0.0000010751155,0.11951788],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991947,0.000054219796,0.000041529554,0.00011854878,0.0003949131,0.00019608051],"domain_scores_gemma":[0.9998044,0.000014897663,0.000010894184,0.00009483158,0.000022621198,0.000052385472],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014257706,0.000024234656,0.000022611386,0.000022448208,0.0017083077,0.00015910904,0.0003992984,0.0000088324505,0.0058954977],"category_scores_gemma":[0.00007530759,0.00001577475,0.00001547935,0.00046872898,0.00095304893,0.00020878803,0.00002361879,0.000058516565,0.0015550423],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014882019,0.000010735074,0.0011137588,5.165357e-7,7.443658e-7,7.0408447e-7,0.049896132,0.00027006114,0.0004686637,0.026673937,0.0052218195,0.9163414],"study_design_scores_gemma":[0.000019424955,0.0000066898683,0.02622719,0.0000012917784,7.803508e-7,8.714587e-8,0.004922291,0.000105250125,0.000013474548,0.0004045163,0.9682698,0.000029194962],"about_ca_topic_score_codex":0.0004534236,"about_ca_topic_score_gemma":0.00025229095,"teacher_disagreement_score":0.963048,"about_ca_system_score_codex":0.000033865774,"about_ca_system_score_gemma":0.000057875764,"threshold_uncertainty_score":0.99959135},"labels":[],"label_agreement":null},{"id":"W1556538498","doi":"10.1002/j.1551-8833.2003.tb10408.x","title":"Communicating water‐related health risks: Lessons Learned and Emerging Issues","year":2003,"lang":"en","type":"article","venue":"American Water Works Association","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk communication; Public relations; Health literacy; Perception; Health communication; Risk perception; Psychology; Business; Medical education; Knowledge management; Political science; Medicine; Risk analysis (engineering); Computer science; Health care","score_opus":0.053248493967930494,"score_gpt":0.4011399581454532,"score_spread":0.3478914641775227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556538498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7689897,0.00039337188,0.00040028352,0.20270671,0.0002842303,0.0004469025,0.0000019913898,0.00032821423,0.026448617],"genre_scores_gemma":[0.9863595,0.0072678635,0.00066327595,0.00090458157,0.000040027022,0.00001678398,0.000026687105,0.000015450152,0.0047058295],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738616,0.0012695646,0.00027799772,0.00022147658,0.00030744637,0.0005373592],"domain_scores_gemma":[0.99936473,0.000068237816,0.00021805163,0.00018018448,0.000060400856,0.0001084034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027801432,0.0001083163,0.00022478978,0.000085545034,0.0011907625,0.00020443855,0.00013850864,0.000063169886,0.00021060038],"category_scores_gemma":[0.00013761186,0.00008510377,0.00004671463,0.00022981239,0.00014422277,0.00022765028,0.00006294151,0.00021455166,0.00010661383],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010966034,0.00013792771,0.060167562,0.000012812899,0.00017938379,0.0000012243296,0.46510231,0.00034223704,0.00045943217,0.0134064425,0.0045704185,0.45560926],"study_design_scores_gemma":[0.0006201253,0.00010723194,0.018165883,0.00006861612,0.000044637207,3.3923936e-7,0.13101193,0.00026790996,0.00025139545,0.0034977952,0.84551114,0.00045298244],"about_ca_topic_score_codex":0.024549998,"about_ca_topic_score_gemma":0.0025525566,"teacher_disagreement_score":0.8409407,"about_ca_system_score_codex":0.00034357476,"about_ca_system_score_gemma":0.000022382726,"threshold_uncertainty_score":0.98194563},"labels":[],"label_agreement":null},{"id":"W1558811497","doi":"10.22329/il.v35i1.4119","title":"The Use of 'No Evidence' Statements in Public Health","year":2015,"lang":"en","type":"article","venue":"Informal Logic","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Statement (logic); Proposition; Heuristics; Public health; Cognition; Psychology; Social psychology; Epistemology; Political science; Computer science; Medicine; Law; Psychiatry","score_opus":0.590110165758187,"score_gpt":0.4756637280515608,"score_spread":0.11444643770662616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558811497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5304471,0.0006367249,0.0016775326,0.07887203,0.0027294434,0.0027277297,0.000011909134,0.00023237895,0.38266516],"genre_scores_gemma":[0.9902534,0.0019148855,0.0003471574,0.0024168966,0.000034468736,0.000015456328,0.0000021061144,0.0000018615652,0.0050137676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893373,0.00014023577,0.00025676153,0.00005041055,0.000354644,0.00026421508],"domain_scores_gemma":[0.99949604,0.00006125329,0.000113449016,0.00010517709,0.00010740784,0.00011665301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023281283,0.000038819704,0.00006688823,0.00005133977,0.0001710105,0.00012770998,0.00019535898,0.000021735206,0.000081470374],"category_scores_gemma":[0.0005697893,0.000025415453,0.000019400997,0.00019754896,0.00014550546,0.0012411707,0.00006828322,0.00005218308,0.00018667948],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000967291,0.00014554973,0.047044195,0.000035214853,0.000019947138,0.0000026145829,0.11723365,0.00064600195,0.0000020556886,0.35878387,0.1289273,0.3470629],"study_design_scores_gemma":[0.000118215845,0.000093653296,0.012138969,0.000009521827,4.2309154e-7,4.1506606e-8,0.006309431,0.000104888546,1.3768265e-7,0.00038268958,0.98080915,0.000032890213],"about_ca_topic_score_codex":0.005902263,"about_ca_topic_score_gemma":0.0058367364,"teacher_disagreement_score":0.85188186,"about_ca_system_score_codex":0.0001203004,"about_ca_system_score_gemma":0.00030610577,"threshold_uncertainty_score":0.8922495},"labels":[],"label_agreement":null},{"id":"W1560835886","doi":"10.1007/bf03404860","title":"A Canadian Framework for Applying the Precautionary Principle to Public Health Issues","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa; Queen's University; McMaster University; University of Toronto","funders":"","keywords":"Precautionary principle; Public health; Law and economics; Political science; Environmental planning; Business; Economics; Environmental science; Medicine","score_opus":0.11960461389887811,"score_gpt":0.4137425764650038,"score_spread":0.2941379625661257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560835886","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013653427,0.0004276141,0.012336132,0.966387,0.0023640348,0.0017414794,0.000058864196,0.000021142008,0.003010327],"genre_scores_gemma":[0.9020897,0.00035238112,0.017825413,0.07350839,0.0024926474,0.00020891949,0.000015240367,0.000034608554,0.0034727172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968732,0.00046537156,0.0005239936,0.00018476241,0.00041224496,0.001540417],"domain_scores_gemma":[0.9903057,0.00013906925,0.0003132334,0.00027731212,0.00044399293,0.00852066],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011902633,0.00011883003,0.00023807434,0.00072423235,0.002945387,0.0005927927,0.00079516764,0.00011808581,0.0009004181],"category_scores_gemma":[0.0026769529,0.00009988459,0.00010462215,0.0006928059,0.00017519899,0.00036975785,0.000017069073,0.00057120377,0.000037205635],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[9.696058e-7,0.000016016824,0.0045232903,0.000018074556,0.00002159177,0.0000030457052,0.04412646,0.000005680759,3.6138786e-7,0.58540183,0.13533357,0.23054908],"study_design_scores_gemma":[0.000090951005,0.00009349556,0.014408719,0.000021919168,0.0000015863022,0.0000066938883,0.015599786,0.00001388926,4.786952e-8,0.0034967335,0.96617186,0.00009434447],"about_ca_topic_score_codex":0.8393362,"about_ca_topic_score_gemma":0.9969265,"teacher_disagreement_score":0.8928786,"about_ca_system_score_codex":0.002715391,"about_ca_system_score_gemma":0.061268385,"threshold_uncertainty_score":0.99835265},"labels":[],"label_agreement":null},{"id":"W1569547127","doi":"10.1002/9780470061596.risk0011","title":"Evaluation of Risk Communication Efforts","year":2008,"lang":"en","type":"other","venue":"Encyclopedia of Quantitative Risk Analysis and Assessment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Component (thermodynamics); Key (lock); Risk analysis (engineering); Risk communication; Risk assessment; Computer science; Management science; Process management; Engineering; Business; Computer security","score_opus":0.044739013089768125,"score_gpt":0.40996000110983366,"score_spread":0.36522098802006553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1569547127","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012713719,0.004774745,0.007053134,0.00005985166,0.0000976026,0.00060831703,0.00017818477,0.00003187648,0.9744826],"genre_scores_gemma":[0.14747755,0.79299086,0.023891611,0.000006791844,0.0000625234,0.000063201274,0.00019149827,0.00006374586,0.035252202],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952752,0.002394248,0.0004880858,0.00028885793,0.0014101267,0.00014349404],"domain_scores_gemma":[0.9971969,0.00026765463,0.0016429954,0.00039676996,0.00042617455,0.00006947166],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004495246,0.00017649854,0.0006063905,0.0007586869,0.00024059328,0.000016949713,0.00020345331,0.00013765668,0.0021519694],"category_scores_gemma":[0.00032434388,0.0001613487,0.00025681691,0.00080779806,0.00044450126,0.000077740544,0.00006495787,0.00018203747,0.0000067044202],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002256659,0.0010550765,0.21472126,0.00011462638,0.012407484,0.0000012759263,0.052937236,0.0011939293,0.000002741728,0.06499745,0.13634077,0.5162056],"study_design_scores_gemma":[0.00060727284,0.00008824861,0.3070723,0.00011252227,0.01511761,3.3699763e-8,0.013721426,0.0024904674,0.0000016047821,0.0021627985,0.65827805,0.00034767436],"about_ca_topic_score_codex":0.040405046,"about_ca_topic_score_gemma":0.04947772,"teacher_disagreement_score":0.9392304,"about_ca_system_score_codex":0.00009577477,"about_ca_system_score_gemma":0.00024814857,"threshold_uncertainty_score":0.9987602},"labels":[],"label_agreement":null},{"id":"W1574067761","doi":"10.1002/9781118445112.stat03861","title":"Scientific Uncertainty in Social Debates Around Risk","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Scientific evidence; Domain (mathematical analysis); Process (computing); Sociology of scientific knowledge; Uncertainty; Risk analysis (engineering); Risk assessment; Management science; Political science; Engineering ethics; Epistemology; Computer science; Sociology; Business; Social science; Engineering; Philosophy; Computer security","score_opus":0.050173654071765876,"score_gpt":0.3625727070632338,"score_spread":0.3123990529914679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1574067761","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014873855,0.0009855723,0.06282111,0.0011625638,0.004800243,0.0027682232,0.046931528,0.0011650512,0.8778783],"genre_scores_gemma":[0.0077218865,0.01095397,0.021325564,0.00028200963,0.0017307465,0.000074177275,0.0075873053,0.0003957251,0.94992864],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959835,0.0006945803,0.0005771663,0.0008490851,0.0010679746,0.0008276947],"domain_scores_gemma":[0.99832344,0.00019481713,0.00060374837,0.00043318656,0.00021102613,0.00023378784],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011403033,0.0004351834,0.00061036553,0.00067423267,0.00081331836,0.00045577565,0.0007052673,0.00043789178,0.0071817734],"category_scores_gemma":[0.00050354924,0.00043068486,0.00007136918,0.00062605133,0.0012758643,0.00008621664,0.00014688665,0.00064724183,0.00083159114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017895994,0.00024485314,0.00043272565,0.00007632171,0.000043153625,0.000013038025,0.0025406939,0.000060890503,0.0000019383367,0.07241176,0.8688261,0.05533062],"study_design_scores_gemma":[0.0004642108,0.000043448395,0.0008512698,0.00016872006,0.00006124333,1.3489557e-7,0.0026556603,0.00070178823,7.853651e-8,0.016451726,0.9780879,0.0005138167],"about_ca_topic_score_codex":0.02356392,"about_ca_topic_score_gemma":0.33130226,"teacher_disagreement_score":0.30773833,"about_ca_system_score_codex":0.00041697203,"about_ca_system_score_gemma":0.00053817837,"threshold_uncertainty_score":0.99994636},"labels":[],"label_agreement":null},{"id":"W1577370680","doi":"10.22329/il.v34i1.3801","title":"Informal Fallacies as Cognitive Heuristics in Public Health Reasoning","year":2014,"lang":"en","type":"article","venue":"Informal Logic","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Nottingham; Trent University; Nottingham University Hospitals NHS Trust; Nottingham Trent University","keywords":"Heuristics; Judgement; Cognition; GRASP; Resource (disambiguation); Public health; Psychology; Cognitive resource theory; Management science; Cognitive psychology; Social psychology; Computer science; Political science; Medicine; Law; Economics; Psychiatry","score_opus":0.06027199805731966,"score_gpt":0.34857428128352785,"score_spread":0.2883022832262082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577370680","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1402399,0.000021104042,0.0027167108,0.0028542834,0.00024157306,0.00029780183,0.0000030590527,0.0001413642,0.8534842],"genre_scores_gemma":[0.98938996,0.0003529828,0.00040552454,0.00652507,0.00011656358,0.000018687893,0.000020701966,0.000004525623,0.0031659806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984829,0.0001292661,0.0003236996,0.000109022425,0.00037652967,0.00057860673],"domain_scores_gemma":[0.99939376,0.00008180377,0.0001376232,0.000090228925,0.00009199224,0.00020458692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018413701,0.00010437469,0.00015629973,0.00017609078,0.00044447056,0.00020357915,0.00020448795,0.00007783887,0.00038120418],"category_scores_gemma":[0.0009928433,0.000096869706,0.00004299712,0.00031643777,0.00021152367,0.000778367,0.00010475423,0.00017468934,0.0006583255],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018610672,0.000045002744,0.011770585,0.000021909316,0.00000773804,0.0000025601603,0.059510797,0.00006144532,2.940539e-7,0.7312312,0.001214171,0.1961157],"study_design_scores_gemma":[0.0004938583,0.00020178694,0.07975126,0.00003186756,0.0000025286656,0.0000016334667,0.037477378,0.00051921105,7.272288e-7,0.0010675014,0.8802607,0.00019152153],"about_ca_topic_score_codex":0.002477564,"about_ca_topic_score_gemma":0.0042014434,"teacher_disagreement_score":0.87904656,"about_ca_system_score_codex":0.000090597714,"about_ca_system_score_gemma":0.00023516602,"threshold_uncertainty_score":0.8461662},"labels":[],"label_agreement":null},{"id":"W1579164447","doi":"10.22230/cjc.2009v34n2a2204","title":"A Cold Cut Crisis: Listeriosis, Maple Leaf Foods, and the Politics of Apology","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; Carleton University","funders":"","keywords":"Blame; Legitimacy; Agency (philosophy); Politics; Sociology; Political science; Law; Social science; Psychology; Social psychology","score_opus":0.027342044332301453,"score_gpt":0.3067138658719031,"score_spread":0.2793718215396016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579164447","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35704923,0.012085654,0.0004710266,0.54354674,0.0003407979,0.0005012421,0.000013403882,0.000012138851,0.085979775],"genre_scores_gemma":[0.99405,0.002934636,0.00028806835,0.002321403,0.000040764786,8.7078877e-7,8.1787596e-7,0.000001903379,0.00036152656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921954,0.00034255147,0.00020781138,0.000028898057,0.00009016242,0.000111012894],"domain_scores_gemma":[0.99926704,0.00005975941,0.00018427205,0.00020517237,0.00013501653,0.00014874809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008126225,0.00003368747,0.00010512716,0.00009254118,0.0003689119,0.00004675628,0.00035667024,0.000036534813,0.000058973037],"category_scores_gemma":[0.000110797104,0.000027219667,0.00003795049,0.00008699195,0.0003737996,0.00009056175,0.0000115836,0.0000985776,0.0000014300747],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014737815,0.000016344708,0.0006882433,0.000004163887,0.000024265082,0.0000010416522,0.04349119,0.000008230155,0.00002627022,0.9023895,0.048230257,0.0051057115],"study_design_scores_gemma":[0.0006239442,0.00008626019,0.01257639,0.000035594345,0.00004559122,0.0000059570325,0.029890064,0.000017517536,0.000018100553,0.022241622,0.9343989,0.0000600402],"about_ca_topic_score_codex":0.03127822,"about_ca_topic_score_gemma":0.17028336,"teacher_disagreement_score":0.88616866,"about_ca_system_score_codex":0.000074344876,"about_ca_system_score_gemma":0.00029392785,"threshold_uncertainty_score":0.9751726},"labels":[],"label_agreement":null},{"id":"W1586771616","doi":"10.7202/045354ar","title":"Les représentations sociales des technologies du vivant en Europe","year":2011,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.63678837348607,"score_gpt":0.5543397123437576,"score_spread":0.08244866114231242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1586771616","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17236249,0.0070105563,0.003978449,0.096777216,0.008011462,0.0009951614,0.00007074087,0.002596015,0.7081979],"genre_scores_gemma":[0.8723698,0.096039444,0.0066869543,0.00065338216,0.00037241448,0.000094798066,0.000020619096,0.000043833952,0.02371871],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9960862,0.001787324,0.00046393837,0.00057656795,0.00032471394,0.00076130446],"domain_scores_gemma":[0.9985002,0.00053057953,0.00026899774,0.0003645428,0.00024155402,0.000094072806],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001618343,0.0003355137,0.0003915362,0.000102679325,0.0017960557,0.00008804046,0.0007748063,0.0007040093,0.007011872],"category_scores_gemma":[0.0014724706,0.00032664218,0.00033029288,0.0005048976,0.0073246066,0.00047544975,0.00046711098,0.000614782,0.0011109251],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010576199,0.0003075775,0.008005694,0.000043819735,0.00017321999,0.000025245236,0.15688215,0.0000044529156,0.000111213216,0.59993684,0.02267657,0.21182264],"study_design_scores_gemma":[0.00034516872,0.00013956356,0.05545773,0.000052018797,0.00014682599,0.000001999619,0.41973186,0.000008375896,0.000096814016,0.391189,0.1323356,0.00049503194],"about_ca_topic_score_codex":0.003942665,"about_ca_topic_score_gemma":0.0006087735,"teacher_disagreement_score":0.7000074,"about_ca_system_score_codex":0.00051471585,"about_ca_system_score_gemma":0.00026893115,"threshold_uncertainty_score":0.9999186},"labels":[],"label_agreement":null},{"id":"W1587109049","doi":"10.4000/anthropologiesante.739","title":"Perceptions populaires du risque et savoirs experts en contexte de pandémie : le cas du A(H1N1) au Québec","year":2011,"lang":"fr","type":"article","venue":"Anthropologie et santé","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Institut National de Santé Publique du Québec; Université Laval","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.06807165028439137,"score_gpt":0.41008951035798225,"score_spread":0.34201786007359086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1587109049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6727944,0.0018593983,0.00639803,0.19783606,0.0043953513,0.00056872127,0.000051368916,0.0003909738,0.1157057],"genre_scores_gemma":[0.936727,0.04684363,0.0009154051,0.0035525823,0.0006499225,0.00007726032,0.000016258731,0.00004354581,0.0111744],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9955682,0.0020084374,0.00048632376,0.00061429566,0.00034844392,0.0009742691],"domain_scores_gemma":[0.9985394,0.00037893595,0.0001962772,0.00045737246,0.00010874928,0.00031925895],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0016375624,0.00039631597,0.00045784892,0.00012710912,0.0020183064,0.00010416178,0.000590901,0.00039800192,0.0164473],"category_scores_gemma":[0.0006416369,0.000379873,0.00031540947,0.00027238938,0.004606816,0.00065987936,0.0003126371,0.00033913707,0.00082324893],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054815595,0.0011242251,0.07971763,0.00003155857,0.00014837646,0.00019359165,0.62747246,0.00003074771,0.00017136501,0.11481797,0.114036314,0.06220094],"study_design_scores_gemma":[0.0005225017,0.00026904285,0.24284571,0.00006398184,0.00009308215,0.000022067146,0.42502668,0.000084137464,0.00007927156,0.0023433068,0.32813948,0.0005107228],"about_ca_topic_score_codex":0.904173,"about_ca_topic_score_gemma":0.81971,"teacher_disagreement_score":0.2639326,"about_ca_system_score_codex":0.0018820537,"about_ca_system_score_gemma":0.0015855925,"threshold_uncertainty_score":0.9999547},"labels":[],"label_agreement":null},{"id":"W1603075492","doi":"10.1002/9780470995556.ch3","title":"Perceived Risk and Product Safety in the Food Supply Chain","year":2003,"lang":"en","type":"other","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Rural Affairs; Food Standards Agency","keywords":"Product (mathematics); Supply chain; Food safety; Business; Risk analysis (engineering); Food science; Marketing; Chemistry; Mathematics","score_opus":0.016605660051578614,"score_gpt":0.27553225777003465,"score_spread":0.25892659771845605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603075492","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024511493,0.00027347505,0.000045026434,0.002945181,0.0001633705,0.00082346826,0.000010890963,0.0000610349,0.99543244],"genre_scores_gemma":[0.011781184,0.013297477,0.00025360583,0.00075884006,0.00022482383,0.000028435432,0.000005581137,0.000044734363,0.97360533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873984,0.00049718766,0.00009908031,0.00024539343,0.00023340646,0.00018509442],"domain_scores_gemma":[0.99969125,0.00002189848,0.000053333162,0.00019148311,0.000007358556,0.000034687917],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009274646,0.00010797549,0.00012489909,0.00010113309,0.00015774877,0.0000585692,0.00018166211,0.00008785761,0.010820945],"category_scores_gemma":[0.000055803772,0.00006980167,0.00003140096,0.0001502182,0.00015797382,0.00002392353,0.000019891751,0.0001340724,0.000108536544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002226956,0.000035727313,0.0011858279,0.000009653539,0.000012918453,8.983599e-7,0.018640872,3.0901634e-7,3.9500696e-7,0.024128119,0.9372836,0.018699495],"study_design_scores_gemma":[0.0001395889,0.000016306129,0.014707985,0.000011817304,0.0000102359645,1.4158594e-7,0.012231515,7.1481844e-7,3.6747654e-8,0.0002368944,0.9725408,0.00010395309],"about_ca_topic_score_codex":0.01222513,"about_ca_topic_score_gemma":0.14119838,"teacher_disagreement_score":0.12897325,"about_ca_system_score_codex":0.00003427588,"about_ca_system_score_gemma":0.000032532647,"threshold_uncertainty_score":0.9943525},"labels":[],"label_agreement":null},{"id":"W1604273166","doi":"10.1002/eet.1671","title":"Contested Governmentalities: NGO enrollment and influence over chemical risk governance rationales and practices","year":2015,"lang":"en","type":"article","venue":"Environmental Policy and Governance","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Governmentality; Corporate governance; Transparency (behavior); Credibility; Stakeholder; Public relations; Stakeholder engagement; Timeline; Political science; Public administration; Sociology; Business; Law; Politics; Finance","score_opus":0.019390942648731355,"score_gpt":0.3079327517142466,"score_spread":0.28854180906551524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604273166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876,0.0016912372,0.000008994748,0.0035353238,0.000046227997,0.0002609224,0.00016532208,0.000022810449,0.006669154],"genre_scores_gemma":[0.9714148,0.022623576,0.0001531102,0.0014978485,0.00020037903,0.000026388723,0.0000051583934,0.0000098302435,0.0040688766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851155,0.00011226366,0.00019743644,0.00034201352,0.00058738346,0.00024932667],"domain_scores_gemma":[0.99906033,0.00014034146,0.00041975622,0.00012575153,0.000005053772,0.00024874462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035671043,0.00016235765,0.00014991855,0.000011034426,0.00027782575,0.00013408276,0.000106575564,0.000069409754,0.00005955492],"category_scores_gemma":[0.0005458994,0.0001609829,0.00002242546,0.000055823934,0.00076195115,0.0008081237,0.00017747807,0.00011926827,0.000017106933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003958523,0.0005211939,0.6412985,0.000063726344,0.0001570869,0.000020451667,0.048745885,0.000038912676,0.0059488146,0.23852864,0.0142461015,0.05003488],"study_design_scores_gemma":[0.0010969879,0.00006121157,0.64309025,0.000025617615,0.00002158046,0.0000052574696,0.005956533,0.0000678747,0.00013082646,0.0013367583,0.34796643,0.0002406827],"about_ca_topic_score_codex":0.01397355,"about_ca_topic_score_gemma":0.0011907263,"teacher_disagreement_score":0.33372036,"about_ca_system_score_codex":0.00042656553,"about_ca_system_score_gemma":0.00004897066,"threshold_uncertainty_score":0.9925925},"labels":[],"label_agreement":null},{"id":"W1604435540","doi":"10.3152/147154303781780506","title":"Book reviews","year":2003,"lang":"en","type":"article","venue":"Science and Public Policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Queen (butterfly); Library science; Political science; Media studies; Sociology; Computer science","score_opus":0.05753877794747836,"score_gpt":0.3883722805589713,"score_spread":0.3308335026114929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604435540","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002259282,0.0024446903,0.00007588913,0.032000314,0.00016634518,0.00020442331,3.910054e-7,0.00004204201,0.96280664],"genre_scores_gemma":[0.55891675,0.089901865,0.0008583018,0.13870874,0.0008220224,0.000074557516,8.1273197e-7,0.000010623529,0.21070635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890673,0.000103887,0.00008872188,0.00016806925,0.0003586103,0.00037398032],"domain_scores_gemma":[0.99948514,0.0000097331485,0.000030811876,0.00013184443,0.00007382151,0.00026865167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002998342,0.000044902405,0.00006386959,0.00021920732,0.0009854652,0.0003064865,0.00022190451,0.000019586927,0.0008813522],"category_scores_gemma":[0.0017253885,0.000036732592,0.000017630015,0.0011994615,0.0011278226,0.00076908607,0.000032865315,0.000037502254,0.00023288363],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.412548e-8,0.000008783714,0.00020255758,0.0000015598064,3.5492107e-7,1.1768325e-7,0.0023681002,1.7026908e-8,0.000028147264,0.79303265,0.14431362,0.06004398],"study_design_scores_gemma":[0.000040117924,0.000005903342,0.0007808872,0.0000019959125,7.816747e-7,4.013509e-7,0.0009544448,0.0000014632628,0.000004364088,0.0024539654,0.9957042,0.0000515132],"about_ca_topic_score_codex":0.0014270792,"about_ca_topic_score_gemma":0.0002711376,"teacher_disagreement_score":0.85139054,"about_ca_system_score_codex":0.0000986231,"about_ca_system_score_gemma":0.000896343,"threshold_uncertainty_score":0.9650189},"labels":[],"label_agreement":null},{"id":"W1609796528","doi":"10.5751/es-02980-140214","title":"From Risk Assessment to Knowledge Mapping: Science, Precaution, and Participation in Disease Ecology","year":2009,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Wildlife Conservation Society; Economic and Social Research Council; United States Agency for International Development","keywords":"Ecology; Disease; Risk assessment; Applied ecology; Environmental resource management; Geography; Biology; Computer science; Environmental science; Biodiversity; Medicine","score_opus":0.021728668710986162,"score_gpt":0.37613617274541,"score_spread":0.35440750403442384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1609796528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98719394,0.000035451136,0.0002800747,0.00673967,0.00022309313,0.00029307994,0.0000034330765,0.000028657169,0.0052025933],"genre_scores_gemma":[0.9966469,0.0006417004,0.0009188839,0.0011867431,0.00008603974,0.000036593643,0.000003371106,0.0000015128608,0.00047827195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990837,0.00018865081,0.00012625898,0.0002662555,0.000086928216,0.00024819004],"domain_scores_gemma":[0.99957526,0.00007674353,0.000039456125,0.000072836534,0.000044526765,0.00019117697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011461473,0.00005854176,0.00009938406,0.000056025932,0.0007540841,0.000049879625,0.000078694065,0.000073766794,0.00012336535],"category_scores_gemma":[0.00012995541,0.000059261158,0.000023369923,0.00026417468,0.00041785857,0.00016494277,0.00005400904,0.00009108357,0.000015168587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010014771,0.0003068645,0.8077949,0.0000036786753,0.0000113955675,0.0000012523726,0.14154774,0.000045917357,0.00006614607,0.025961505,0.0058592483,0.018391285],"study_design_scores_gemma":[0.00024938193,0.000047300648,0.9601191,0.0000027696938,0.00001121937,2.0709294e-8,0.005807091,0.00085009536,6.0926607e-7,0.0092912335,0.023553148,0.00006797334],"about_ca_topic_score_codex":0.00022972104,"about_ca_topic_score_gemma":0.0030492789,"teacher_disagreement_score":0.1523242,"about_ca_system_score_codex":0.00016333618,"about_ca_system_score_gemma":0.0001750549,"threshold_uncertainty_score":0.5799881},"labels":[],"label_agreement":null},{"id":"W1614272527","doi":"10.1111/j.1539-6924.2010.01396.x","title":"A Note on Yacov Y. Haimes, “On the Complex Definition of Risk”","year":2010,"lang":"en","type":"letter","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Population; Library science; Citation; Psychology; Operations research; Political science; Computer science; Engineering; Sociology; Demography","score_opus":0.04750605033056665,"score_gpt":0.3146074705630067,"score_spread":0.26710142023244005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1614272527","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014461605,0.000044594985,0.0027553798,0.76533645,0.00064728514,0.00077303225,0.0009720651,0.00017994561,0.21482967],"genre_scores_gemma":[0.43183482,0.011856053,0.0020000709,0.53807044,0.0050882627,0.00012499842,0.0016135596,0.00008450669,0.009327324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662656,0.0012006336,0.0003692297,0.000420802,0.0010614062,0.00032134308],"domain_scores_gemma":[0.99752074,0.00081656955,0.00072743,0.0007554736,0.00012514062,0.000054665456],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013766278,0.00023838827,0.0004971034,0.0006119458,0.00082946237,0.000115346025,0.00057617633,0.0007107923,0.0056948336],"category_scores_gemma":[0.00040548333,0.00016722528,0.0008420072,0.0011621391,0.0003592139,0.000041856445,0.000050637376,0.0021412924,0.00083668163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011888583,0.00005530604,0.0006749151,0.000006833912,0.00075623405,0.0000052643277,0.0031782752,0.00013082424,0.0000040330615,0.0047002765,0.98398656,0.0064896117],"study_design_scores_gemma":[0.00009827356,0.000027306385,0.009316591,0.000012544059,0.003085005,2.7299611e-8,0.00053581205,0.00025812577,0.0000026116313,0.004188074,0.9822664,0.0002092008],"about_ca_topic_score_codex":0.028286655,"about_ca_topic_score_gemma":0.022832384,"teacher_disagreement_score":0.4173732,"about_ca_system_score_codex":0.00010682502,"about_ca_system_score_gemma":0.000049794067,"threshold_uncertainty_score":0.9999413},"labels":[],"label_agreement":null},{"id":"W166191246","doi":"10.18584/iipj.2012.3.3.9","title":"“Is it Safe?” Risk Perception and Drinking Water in a Vulnerable Population","year":2012,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Nipissing University; Western University","funders":"","keywords":"Risk perception; Framing (construction); Population; Indigenous; Perception; Political science; Sociology; Economic growth; Geography; Psychology; Economics; Demography","score_opus":0.03647759120999362,"score_gpt":0.3795003490282854,"score_spread":0.3430227578182918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W166191246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9614244,0.000032303968,0.00029124136,0.0054842583,0.0005299257,0.00013164328,0.0000032774042,0.000013610811,0.032089353],"genre_scores_gemma":[0.98939043,0.0017923382,0.0003278212,0.0012299315,0.0020684777,0.000006407139,0.000008922409,0.000009069355,0.005166593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984696,0.00025032446,0.00027940288,0.00010974378,0.00045400803,0.00043694384],"domain_scores_gemma":[0.9995672,0.000032044518,0.00011394414,0.000058173988,0.000073551746,0.00015507646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018107231,0.00008953747,0.00009212212,0.00048689818,0.000965825,0.0002540552,0.00016856815,0.000077642115,0.0023061286],"category_scores_gemma":[0.000103356884,0.000075929245,0.00005217644,0.000101568905,0.000049373044,0.00079457415,0.000047085356,0.0003228076,0.00018952733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000175143,0.00010179496,0.55645686,0.0000022063134,0.00003431128,0.0000036597453,0.40208426,0.00009146784,0.0001828536,0.0037657358,0.0011935134,0.036065817],"study_design_scores_gemma":[0.00047268884,0.000024714831,0.79687864,0.000028415003,0.000013755579,0.000054585413,0.0155743295,0.000091630005,0.000021015507,0.0069943145,0.17966071,0.00018517846],"about_ca_topic_score_codex":0.028985634,"about_ca_topic_score_gemma":0.0045535965,"teacher_disagreement_score":0.38650993,"about_ca_system_score_codex":0.00076358503,"about_ca_system_score_gemma":0.00005285351,"threshold_uncertainty_score":0.9986059},"labels":[],"label_agreement":null},{"id":"W1679523509","doi":"10.1007/bf03404930","title":"A Systematic Review of the Effectiveness of Environmental Awareness Interventions","year":2000,"lang":"en","type":"review","venue":"Canadian Journal of Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hamilton Regional Laboratory Medicine Program; Kingston Health Sciences Centre; McMaster University; University of Toronto; Toronto Public Health","funders":"","keywords":"Psychological intervention; Systematic review; Intervention (counseling); Relevance (law); Data extraction; Medicine; Public health; Curriculum; Psychology; Medical education; MEDLINE; Applied psychology; Nursing; Pedagogy","score_opus":0.12006462134499103,"score_gpt":0.4147342725708069,"score_spread":0.2946696512258159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1679523509","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007644129,0.9961291,0.000056794684,0.00054595474,0.00041699962,0.0016815594,0.000105186344,0.0000017402476,0.0010550432],"genre_scores_gemma":[0.0005737737,0.99888486,0.000008676027,0.00015182418,0.000048451824,0.000026921492,0.0000074489562,0.000012112942,0.00028595797],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9896206,0.007876428,0.0016551164,0.00010444521,0.00042605467,0.00031733455],"domain_scores_gemma":[0.9965354,0.00024531872,0.0021360773,0.00029676626,0.0000826121,0.00070378504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014168683,0.00014142001,0.0018621504,0.0003748695,0.00024846246,0.000032828128,0.0008095568,0.000087652574,0.00085439783],"category_scores_gemma":[0.0008644684,0.000092770024,0.0011804162,0.0005018095,0.00028414887,0.00011175889,0.000019290757,0.00024642094,0.000009118521],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[1.6402424e-7,0.000027594853,0.000012407862,0.88572204,0.00011843633,0.0000015802325,0.00052989373,9.643772e-8,1.6921424e-9,0.00145258,0.00051035447,0.11162484],"study_design_scores_gemma":[0.00003353949,0.00002459939,0.00007682358,0.51295483,0.00022425926,0.00000871853,0.00038642567,2.3641048e-8,2.0290079e-9,0.000013494233,0.4862349,0.000042398144],"about_ca_topic_score_codex":0.01201545,"about_ca_topic_score_gemma":0.027183972,"teacher_disagreement_score":0.48572454,"about_ca_system_score_codex":0.0015717665,"about_ca_system_score_gemma":0.013883803,"threshold_uncertainty_score":0.99456364},"labels":[],"label_agreement":null},{"id":"W169636923","doi":"10.1007/978-1-4419-7475-4_7","title":"Multifactorial Assessment of Microbial Risks in Foods: Merging Engineering, Science, and Social Dimensions","year":2010,"lang":"en","type":"book-chapter","venue":"Food engineering series","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Multidisciplinary approach; ELECTRE; Risk analysis (engineering); Risk management; Business; Environmental health; Operations research; Engineering; Medicine; Multiple-criteria decision analysis; Political science","score_opus":0.025496024853635,"score_gpt":0.29143729624135445,"score_spread":0.26594127138771945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W169636923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72986406,0.0005804394,0.001984215,0.0015928727,0.028064432,0.004217929,0.00043521888,0.0014842127,0.23177665],"genre_scores_gemma":[0.98774856,0.00032154153,0.00632428,0.000013913827,0.0008246719,0.000023719951,0.000013949498,0.000063591404,0.004665745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830174,0.000010677164,0.0003470004,0.00034964865,0.00059979706,0.00039110464],"domain_scores_gemma":[0.99941945,0.00004206081,0.00012608628,0.00016779582,0.0001426064,0.00010200263],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006677528,0.00027936426,0.00039192708,0.00056538795,0.000311603,0.00010455584,0.00026815946,0.00031927583,0.00010175948],"category_scores_gemma":[0.0000998787,0.0003190635,0.00008336439,0.00014056724,0.00046407207,0.00027601497,0.00018632086,0.0005325747,0.0000026986274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002045122,0.000055218195,0.00014121344,0.00031149236,0.00014346991,0.000007988571,0.021678904,0.0016569507,0.037875284,0.9359673,0.00020038341,0.0019412942],"study_design_scores_gemma":[0.0007213268,0.00021732562,0.0060580797,0.00024857657,0.000087816836,0.0000018742141,0.0009770228,0.00041758307,0.00060037436,0.0004270156,0.98927385,0.00096912927],"about_ca_topic_score_codex":0.0002631214,"about_ca_topic_score_gemma":0.0009420916,"teacher_disagreement_score":0.9890735,"about_ca_system_score_codex":0.00024109292,"about_ca_system_score_gemma":0.000271776,"threshold_uncertainty_score":0.99992615},"labels":[],"label_agreement":null},{"id":"W1705525976","doi":"","title":"Risk Sensemaking, Broadband Technology and Identities: A Critical Perspective","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sensemaking; Perspective (graphical); Public relations; Sociology; Broadband; Rural community; Scale (ratio); Political science; Geography; Socioeconomics; Cartography; Computer science; Law","score_opus":0.007080061788435066,"score_gpt":0.31608750178869555,"score_spread":0.3090074400002605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1705525976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8420464,0.00857873,0.05143689,0.042463772,0.00057332235,0.00033884554,0.0000030178019,0.00024353109,0.054315515],"genre_scores_gemma":[0.97321695,0.023420036,0.00019098811,0.000115599505,0.00024377368,0.0000035689386,1.1025408e-7,0.000008495642,0.002800486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980529,0.00010434825,0.0001333935,0.0001739328,0.00025330216,0.00128212],"domain_scores_gemma":[0.99961907,0.000029109598,0.000063978805,0.000076712946,0.00012634082,0.0000847817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012785104,0.000085714855,0.00010997453,0.00027471466,0.0010101788,0.00014332867,0.00014057895,0.00009163884,0.00008465965],"category_scores_gemma":[0.00042772375,0.000081905164,0.00005376135,0.00027802985,0.00051312643,0.00022320081,0.00003746495,0.0010151251,0.00003940074],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000779422,0.000029681405,0.00057370256,0.0000011250091,0.000039301318,0.000007720326,0.0074649774,0.0000052839705,0.00001577873,0.98684865,0.000064721804,0.0049412698],"study_design_scores_gemma":[0.00036238768,0.000119122524,0.00032662833,0.000009276561,0.000031292097,0.00011681838,0.18048921,0.000001921391,0.0000035837481,0.8105555,0.007896822,0.00008741528],"about_ca_topic_score_codex":0.0015183523,"about_ca_topic_score_gemma":0.013617896,"teacher_disagreement_score":0.17629312,"about_ca_system_score_codex":0.0015126031,"about_ca_system_score_gemma":0.000909625,"threshold_uncertainty_score":0.7769581},"labels":[],"label_agreement":null},{"id":"W1717112897","doi":"10.22230/cjc.2006v31n2a1544","title":"Fear and Coughing in Toronto: SARS and the Uses of Risk","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Morality; Elite; Plague (disease); Rhetorical question; Moral panic; Risk society; Sociology; Public health; Public relations; Political science; Media studies; Criminology; Social science; Law; History; Medicine; Politics","score_opus":0.014015371561101385,"score_gpt":0.2952413217436218,"score_spread":0.2812259501825204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1717112897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672234,0.0055862106,0.00003445208,0.004367971,0.00003359433,0.00007154699,0.0000018009223,0.0000010705768,0.022679938],"genre_scores_gemma":[0.9914749,0.008145798,0.00025656295,0.000055430744,0.000016308988,4.2425006e-7,3.8981332e-7,0.000001350416,0.00004879161],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994369,0.00029115417,0.00013599162,0.000019310934,0.00006280903,0.000053836044],"domain_scores_gemma":[0.9995949,0.000097771735,0.0001322813,0.00008508102,0.00004603487,0.00004388223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011641935,0.000020313002,0.000061034672,0.00003577332,0.00019160104,0.000039708357,0.00013362174,0.000017197517,0.000028557719],"category_scores_gemma":[0.00010199983,0.000015964828,0.000012413387,0.000042808744,0.00029139803,0.00015030454,0.000008523782,0.00006201424,1.9740122e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050233608,0.000027569393,0.19690135,0.000009882165,0.000028098086,0.0000021775381,0.1678088,0.00025094152,0.000033558263,0.5155199,0.007563754,0.111803696],"study_design_scores_gemma":[0.000637625,0.000010360003,0.8632783,0.000047536418,0.000017274002,0.0000016134765,0.03329019,0.00006559926,0.000002916511,0.009915504,0.0926912,0.000041872023],"about_ca_topic_score_codex":0.7101875,"about_ca_topic_score_gemma":0.96703887,"teacher_disagreement_score":0.66637695,"about_ca_system_score_codex":0.00010731819,"about_ca_system_score_gemma":0.00009778584,"threshold_uncertainty_score":0.29174238},"labels":[],"label_agreement":null},{"id":"W1717535274","doi":"","title":"Les roseaux casseront-ils ? Guillaume Roussel-Garneau, Un repli, Canada, 2014Guillaume Roussel-Garneau, Un repli, Canada, 2014","year":2015,"lang":"fr","type":"article","venue":"Liberté","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biology","score_opus":0.033855865016057744,"score_gpt":0.2733142096941968,"score_spread":0.23945834467813903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1717535274","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20620015,0.036481816,0.00049345347,0.18516383,0.022126993,0.0031471495,0.00064406457,0.000783465,0.54495907],"genre_scores_gemma":[0.53874004,0.0034508265,0.0011454617,0.008302601,0.0019342455,0.00011285556,0.00015025823,0.00020595972,0.44595775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98860306,0.0013545923,0.0017188026,0.00211068,0.003033321,0.0031795257],"domain_scores_gemma":[0.99296623,0.00031017154,0.00090630364,0.0022399474,0.00076122384,0.0028160908],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026776043,0.0012122199,0.0013114844,0.0002032484,0.0016581008,0.00054289954,0.002135529,0.0007246634,0.0061684893],"category_scores_gemma":[0.0006760082,0.0012717675,0.00036723336,0.0010492129,0.000689388,0.0007519149,0.00070494297,0.00096111285,0.0009119071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00007317265,0.00021174176,0.0036520408,0.000081669736,0.00031130778,0.00042126447,0.006730306,0.0006085606,0.000031450076,0.017834872,0.9080636,0.061980013],"study_design_scores_gemma":[0.0013449579,0.00018544942,0.020743648,0.00010530355,0.00029199378,0.000054905497,0.009730439,0.0007043418,0.00006529711,0.0013979481,0.96380246,0.0015732836],"about_ca_topic_score_codex":0.9996398,"about_ca_topic_score_gemma":0.9998327,"teacher_disagreement_score":0.3325399,"about_ca_system_score_codex":0.0068922616,"about_ca_system_score_gemma":0.009439898,"threshold_uncertainty_score":0.999866},"labels":[],"label_agreement":null},{"id":"W1737984092","doi":"10.1016/b978-1-78242-309-6.00004-6","title":"Public relations for the nuclear transport industry","year":2015,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Safety Commission","funders":"","keywords":"Public transport; Public information; Opposition (politics); Population; Business; Public relations; Political science; Engineering; Transport engineering; Politics; Law; Sociology","score_opus":0.12426938887650762,"score_gpt":0.31713956904548485,"score_spread":0.19287018016897722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1737984092","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000050716394,0.00021700695,0.000024759154,0.006695649,0.00052439707,0.0010855028,0.000030262781,0.000109478206,0.99130785],"genre_scores_gemma":[0.002055167,0.0001784394,0.00011459232,0.00076669414,0.00069111964,0.00006928858,0.000018132696,0.00004656075,0.99606],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988117,0.000030276087,0.00024062286,0.00023481713,0.00043899618,0.00024354861],"domain_scores_gemma":[0.99914855,0.000058001762,0.00013324895,0.0003211715,0.00017519062,0.00016384281],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009069456,0.00016427283,0.00018240059,0.000079774545,0.0007953241,0.00008595918,0.00040382685,0.0005581492,0.0033504465],"category_scores_gemma":[0.000037021586,0.0001290226,0.00020236734,0.000016667931,0.0003547265,0.000072115945,0.00003375933,0.0005264197,0.00044481427],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002249652,0.0000030634837,0.0000027464703,0.0000040477325,0.000037737143,6.9581716e-7,0.0032900434,6.901493e-7,6.086301e-8,0.3902152,0.018900855,0.5875426],"study_design_scores_gemma":[0.00012482375,0.000013653571,0.000036539765,0.000026208827,0.000105097155,2.3899642e-7,0.0007884102,0.0000031329653,8.8503285e-9,0.024967663,0.9737723,0.00016190845],"about_ca_topic_score_codex":0.000011266438,"about_ca_topic_score_gemma":0.001156993,"teacher_disagreement_score":0.9548715,"about_ca_system_score_codex":0.00016924055,"about_ca_system_score_gemma":0.00029403152,"threshold_uncertainty_score":0.9975606},"labels":[],"label_agreement":null},{"id":"W1747348423","doi":"10.1111/risa.12308","title":"Risk Policies in the United States: Definition and Characteristics Based on a Scoping Review of the Literature","year":2014,"lang":"en","type":"review","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Federal Emergency Management Agency; Fonds De La Recherche Scientifique - FNRS","keywords":"Multidisciplinary approach; Sample (material); Political science; Management science; Public administration; Engineering; Law","score_opus":0.044967580995379695,"score_gpt":0.37750021059680006,"score_spread":0.3325326296014204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1747348423","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000114062605,0.99738604,0.00019574603,0.0004480597,0.000040115057,0.00096217875,0.00021982002,0.000013141901,0.0006208208],"genre_scores_gemma":[0.00020511475,0.99804217,0.000031480064,0.0011359397,0.00005872827,0.00006527071,0.00040540905,0.000008506073,0.000047390273],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945735,0.004005437,0.00058189494,0.00022703948,0.00044360923,0.0001685444],"domain_scores_gemma":[0.9977532,0.00063843303,0.0009955106,0.0004823834,0.00009360357,0.000036852776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030558398,0.00019834108,0.0010426125,0.00058986165,0.00035600283,0.00013274333,0.00037395346,0.00012423594,0.00006728687],"category_scores_gemma":[0.00082452974,0.00010267602,0.00059986423,0.0043758,0.00015966668,0.000032402113,0.000039148446,0.00036198166,0.000007817518],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005823848,0.00015750565,0.0021420338,0.12805873,0.0008444234,0.000002531376,0.018041335,0.000115686664,4.313863e-9,0.0024933089,0.001558859,0.8465798],"study_design_scores_gemma":[0.000057450434,0.000014830028,0.0011965977,0.22606787,0.008551867,9.602721e-8,0.0005366318,0.00022105759,3.099034e-9,0.00006845528,0.7631196,0.00016558827],"about_ca_topic_score_codex":0.0035471274,"about_ca_topic_score_gemma":0.0027257495,"teacher_disagreement_score":0.84641415,"about_ca_system_score_codex":0.00006628964,"about_ca_system_score_gemma":0.000082935454,"threshold_uncertainty_score":0.5362219},"labels":[],"label_agreement":null},{"id":"W1824144917","doi":"10.14288/acme.v4i2.734","title":"Risk, Scale and Exclusion in Canadian Nuclear Fuel Waste Management","year":2015,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Nuclear power; Nuclear industry; Scholarship; Radioactive waste; Nuclear fuel; Scale (ratio); Political science; Business; Engineering; Law; Geography; Nuclear engineering; Waste management","score_opus":0.02085850936672437,"score_gpt":0.2798813551925522,"score_spread":0.2590228458258278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1824144917","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34927306,0.000020518577,0.000017013543,0.0028941252,0.00011434444,0.00017969262,6.27512e-7,0.000028264312,0.6474724],"genre_scores_gemma":[0.9790449,0.00093117467,0.0008851954,0.00057505874,0.0000402836,0.0000039421575,6.431528e-7,0.0000046959326,0.018514108],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928814,0.000089015935,0.00007554414,0.00013400914,0.00017777627,0.00023551508],"domain_scores_gemma":[0.9995181,0.000004972255,0.000015340964,0.000083476414,0.00001546943,0.00036265768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008152298,0.000044903383,0.000052784773,0.0001338799,0.00018150786,0.00005769577,0.00009271271,0.000032602384,0.00040850247],"category_scores_gemma":[0.0000165064,0.00004234139,0.000011297083,0.00014802441,0.00006264002,0.000109172965,0.00007056624,0.000044590837,0.00012330855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026455784,0.00010625587,0.07625044,0.000029146482,0.000018976016,0.00005030366,0.13091016,0.000052336774,0.0000037302248,0.30495182,0.2225576,0.26504278],"study_design_scores_gemma":[0.00029342118,0.00001250968,0.02525925,0.000005699292,0.000004831179,9.6889416e-8,0.06385705,0.0002774114,1.67171e-7,0.004348769,0.9058579,0.000082870974],"about_ca_topic_score_codex":0.8626755,"about_ca_topic_score_gemma":0.9847789,"teacher_disagreement_score":0.6833003,"about_ca_system_score_codex":0.00021973874,"about_ca_system_score_gemma":0.000035481826,"threshold_uncertainty_score":0.44728154},"labels":[],"label_agreement":null},{"id":"W1831712169","doi":"10.29173/cjs4364","title":"Jens O Zinn, ed., Social Theories of Risk and Uncertainty: An Introduction.","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Epistemology; Positive economics; Economics; Philosophy","score_opus":0.02338420628618724,"score_gpt":0.2889694289268325,"score_spread":0.2655852226406452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1831712169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96551025,0.00031232837,0.00006760116,0.031457514,0.0005597928,0.000061007126,0.000009636979,0.0000042918555,0.002017565],"genre_scores_gemma":[0.9968872,0.00085067225,0.00006550707,0.00038530008,0.0015461189,6.8070193e-7,0.0000010834826,0.0000038940907,0.00025951533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884033,0.00060291565,0.0001881362,0.000066469205,0.00011100619,0.0001911618],"domain_scores_gemma":[0.9992909,0.00008692023,0.00021301962,0.00006682439,0.00018269436,0.00015964007],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001348039,0.000052618067,0.0001543441,0.00008579838,0.0015369874,0.000014495171,0.00018826245,0.000084040126,0.000422181],"category_scores_gemma":[0.00026682072,0.00003834826,0.00005351151,0.00007086331,0.0035673745,0.00009541774,0.00000857827,0.00021138752,0.0000039787574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033561802,0.000011453216,0.011342588,0.0000022665713,0.0000635846,0.00000955479,0.3909849,0.00007049966,0.000017263797,0.5569236,0.033871047,0.006669666],"study_design_scores_gemma":[0.0005060934,0.0002627334,0.15915926,0.0000037564719,0.00008794859,0.0000495163,0.1633472,0.0000056458366,0.000005217623,0.1930442,0.48337352,0.00015489536],"about_ca_topic_score_codex":0.036903404,"about_ca_topic_score_gemma":0.2649926,"teacher_disagreement_score":0.4495025,"about_ca_system_score_codex":0.00012056559,"about_ca_system_score_gemma":0.0006875245,"threshold_uncertainty_score":0.9997629},"labels":[],"label_agreement":null},{"id":"W1845685916","doi":"10.4000/gc.3141","title":"Discours sur la culture du risque, entre approches négative et positive. Vers une éducation aux risques ?","year":2013,"lang":"fr","type":"article","venue":"Géographie et cultures","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.01544271906389653,"score_gpt":0.31775813082732285,"score_spread":0.3023154117634263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1845685916","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.110538244,0.0049003307,0.00040163915,0.38736156,0.002092956,0.0018421228,0.00010430044,0.00037340072,0.49238545],"genre_scores_gemma":[0.8771783,0.04055662,0.00067195785,0.002971715,0.0005363411,0.00022035034,0.00026559443,0.00003984319,0.07755926],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965686,0.001251178,0.00034984396,0.00062308327,0.0006452165,0.0005620317],"domain_scores_gemma":[0.9985706,0.00016456167,0.00026926596,0.0002518418,0.00045436132,0.00028937336],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058918,0.00045129945,0.0003487968,0.00019759062,0.0007829037,0.0006728788,0.00042108222,0.0003761854,0.00102979],"category_scores_gemma":[0.00018383062,0.00037009153,0.00037514608,0.0015074861,0.0025964046,0.0017110553,0.00010345976,0.00047857995,0.00034684534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001195976,0.00043668915,0.0007076726,0.00004206206,0.00021857742,0.0000046824607,0.1910238,0.00007205,0.00030794684,0.2778558,0.5194962,0.009822562],"study_design_scores_gemma":[0.00048712746,0.00009007071,0.075376034,0.00018968935,0.00020730455,0.0000024669812,0.17798351,0.00002182777,0.000105641884,0.022694996,0.7222712,0.0005701568],"about_ca_topic_score_codex":0.042624973,"about_ca_topic_score_gemma":0.029891456,"teacher_disagreement_score":0.76664007,"about_ca_system_score_codex":0.00021033772,"about_ca_system_score_gemma":0.0001710224,"threshold_uncertainty_score":0.9998834},"labels":[],"label_agreement":null},{"id":"W1848530336","doi":"10.29173/cjs4157","title":"The Environment and a Globalizing Sociology","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental governance; Environmental sociology; Civil society; Sociology; Hierarchy; Democracy; Corporate governance; Sociological imagination; Environmental studies; Environmental ethics; Sociology of scientific knowledge; Social science; Political science; Politics; Economics; Management; Law","score_opus":0.04144751816694669,"score_gpt":0.2828859185161676,"score_spread":0.24143840034922093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1848530336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8814526,0.0031805404,0.00007765897,0.101289645,0.0005313344,0.000111556394,0.0000014667165,0.000004280408,0.0133508975],"genre_scores_gemma":[0.9932359,0.00347005,0.000046762067,0.0019857637,0.000227942,0.0000016317997,1.7343527e-7,0.0000029432158,0.001028852],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998964,0.0004633502,0.00015267348,0.000054196924,0.000092710834,0.00027304603],"domain_scores_gemma":[0.99942344,0.00016329694,0.000118243086,0.000072344585,0.000030265266,0.00019242978],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0013272935,0.000047885922,0.000096162665,0.000028919092,0.0029687881,0.000018507168,0.00025996333,0.00008024672,0.00017188814],"category_scores_gemma":[0.000100454665,0.000027722937,0.000050301755,0.000021624637,0.005068658,0.000036400146,0.000016209162,0.00019250413,0.000029400313],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012152763,0.000007463449,0.035951152,0.0000014837802,0.00012704954,0.000082927494,0.35202378,0.00004369003,0.000025322894,0.541768,0.05889773,0.011059224],"study_design_scores_gemma":[0.00014139884,0.00004846562,0.067681655,0.0000016887354,0.000013639969,0.000039923467,0.022788588,0.0000024334079,3.5525375e-7,0.03149388,0.87774146,0.00004650641],"about_ca_topic_score_codex":0.013860488,"about_ca_topic_score_gemma":0.08213766,"teacher_disagreement_score":0.8188437,"about_ca_system_score_codex":0.0002449068,"about_ca_system_score_gemma":0.00051440735,"threshold_uncertainty_score":0.9983292},"labels":[],"label_agreement":null},{"id":"W185072109","doi":"10.1057/palgrave.sth.8700050","title":"Risk and Everyday Life","year":2005,"lang":"en","type":"article","venue":"Social Theory & Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Everyday life; History; Psychology; Sociology; Epistemology; Philosophy","score_opus":0.026671302113823687,"score_gpt":0.36764628769127716,"score_spread":0.3409749855774535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W185072109","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4166919,0.0021704047,0.003727915,0.15243004,0.001089641,0.0012095389,0.000032832148,0.00060346676,0.42204428],"genre_scores_gemma":[0.9771704,0.003984599,0.00024395638,0.009755365,0.0013905681,0.000008725493,0.0000016572751,0.000008333442,0.007436374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830025,0.0009105331,0.00014161594,0.00014727007,0.00020603758,0.00029425957],"domain_scores_gemma":[0.9995466,0.00006950433,0.00008954124,0.000063742904,0.000022210705,0.0002084349],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028943066,0.00006267773,0.00011880241,0.000037587004,0.0016470139,0.000045829238,0.000091902526,0.000054817825,0.00082243024],"category_scores_gemma":[0.0001356234,0.00006221432,0.00004203264,0.000118011165,0.00025065968,0.000114856135,0.000030757714,0.00011560358,0.00019124697],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011433124,0.000025404659,0.00046112222,0.0000047636204,0.0000068501786,1.0429687e-7,0.07660698,8.791888e-7,5.028586e-7,0.5391474,0.019860134,0.36387447],"study_design_scores_gemma":[0.00018335441,0.000019590017,0.017788708,0.0000028171937,0.000005877273,4.0867697e-8,0.024029672,0.000003625054,2.1034607e-7,0.035721034,0.9221663,0.000078768164],"about_ca_topic_score_codex":0.0018147463,"about_ca_topic_score_gemma":0.0031567456,"teacher_disagreement_score":0.90230614,"about_ca_system_score_codex":0.00014948,"about_ca_system_score_gemma":0.00021018638,"threshold_uncertainty_score":0.9996527},"labels":[],"label_agreement":null},{"id":"W1872969227","doi":"10.1002/9780470744307.gat162","title":"Ethical Issues in Toxic Chemical Hazard Evaluation, Risk Assessment and Precautionary Communications","year":2009,"lang":"en","type":"other","venue":"General, Applied and Systems Toxicology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Risk assessment; Precautionary principle; Risk management; Risk analysis (engineering); Judgement; Framing (construction); Risk communication; Process (computing); Engineering ethics; Risk management tools; Psychology; Business; Political science; Computer science; Engineering; Computer security; Law","score_opus":0.0524844940179943,"score_gpt":0.405593165859075,"score_spread":0.3531086718410807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1872969227","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006570604,0.007628371,0.00021352038,0.013475857,0.00054518244,0.0031073876,0.00004059144,0.00020998955,0.9682085],"genre_scores_gemma":[0.50822896,0.11275228,0.0090641985,0.0032228832,0.0027612823,0.0028211763,0.0004905111,0.000250129,0.3604086],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973092,0.0011946692,0.00036802972,0.0004458342,0.00039586844,0.00028641536],"domain_scores_gemma":[0.9990992,0.000091716094,0.00021492143,0.00042100195,0.00004597264,0.00012717744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002286285,0.00020126531,0.00044252526,0.00022151947,0.00028068884,0.00010178389,0.0002825881,0.0010120681,0.00047636544],"category_scores_gemma":[0.000041705032,0.00020021731,0.00003306575,0.00014299247,0.00050568976,0.000024662433,0.00014842335,0.0005566274,0.000031222266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009673161,0.00019478702,0.00051007373,0.0000623168,0.000076318094,0.000001632292,0.0032309145,0.00003374013,0.0005744345,0.31900913,0.6488987,0.027398292],"study_design_scores_gemma":[0.0005590136,0.000034415818,0.0033479338,0.00004610345,0.00006575002,0.000001752338,0.0012975755,0.0011464339,0.000001113372,0.002942519,0.99030226,0.00025511172],"about_ca_topic_score_codex":0.0016375419,"about_ca_topic_score_gemma":0.005215656,"teacher_disagreement_score":0.6077999,"about_ca_system_score_codex":0.000230571,"about_ca_system_score_gemma":0.00019418923,"threshold_uncertainty_score":0.8164625},"labels":[],"label_agreement":null},{"id":"W1898255570","doi":"10.7202/703168ar","title":"La prolifération nucléaire : une relecture théorique","year":2005,"lang":"en","type":"article","venue":"Études internationales","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Premise; Constructive; Club; Sociology; Political science; Epistemology; Philosophy; Computer science; Medicine; Process (computing)","score_opus":0.01594123115745171,"score_gpt":0.32201265291687287,"score_spread":0.30607142175942115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1898255570","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19886595,0.00016686087,0.0022784588,0.05153323,0.00023878376,0.00030869673,0.000003456246,0.00025272914,0.74635184],"genre_scores_gemma":[0.9770071,0.0005513873,0.0010173352,0.0008348968,0.0004987283,0.00002906981,0.000011270689,0.000006677878,0.020043517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927765,0.00008245013,0.00011135055,0.000124866,0.0003022389,0.000101446116],"domain_scores_gemma":[0.9997224,0.000041233154,0.000046745772,0.00006923626,0.00008241183,0.000037972153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000272046,0.00005920124,0.000050159873,0.00006347297,0.00016468175,0.000080522805,0.00018094754,0.000059390546,0.0007225584],"category_scores_gemma":[0.00008299696,0.000055287623,0.000039558458,0.00010822492,0.00008498538,0.00022771934,0.00002573227,0.000080805665,0.00019010674],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006081432,0.000055841967,0.00043383677,0.0000031285376,0.000016636213,0.0000012508868,0.009291254,0.00015028655,0.00012616401,0.9265176,0.018022705,0.045375228],"study_design_scores_gemma":[0.000094731105,0.000007759658,0.0046480596,0.000012063329,0.0000037253499,8.3641896e-7,0.0012185549,0.00017452564,0.000052256983,0.0026003914,0.99111885,0.00006821996],"about_ca_topic_score_codex":0.00041560206,"about_ca_topic_score_gemma":0.026402367,"teacher_disagreement_score":0.9730962,"about_ca_system_score_codex":0.00017629635,"about_ca_system_score_gemma":0.000068887595,"threshold_uncertainty_score":0.9913632},"labels":[],"label_agreement":null},{"id":"W1905456153","doi":"10.7202/1038892ar","title":"Gouvernance et incertitude de la téléphonie mobile","year":2017,"lang":"fr","type":"article","venue":"Revue Gouvernance","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.02347116640158334,"score_gpt":0.3571576586595452,"score_spread":0.3336864922579618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1905456153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5449876,0.018518727,0.0017844024,0.024792256,0.0112346625,0.0010163184,0.00012361855,0.00020646142,0.39733595],"genre_scores_gemma":[0.6957808,0.09542819,0.0013536415,0.00085239456,0.001125051,0.00016061257,0.0000016619265,0.000030047391,0.20526756],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976072,0.00047474302,0.000321393,0.00051732373,0.00039593357,0.00068345823],"domain_scores_gemma":[0.997939,0.00012850387,0.00067137205,0.0009550176,0.000075704134,0.00023040135],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014762966,0.00025527467,0.00032490297,0.000031425978,0.0014485023,0.0005666276,0.0013645424,0.00024537544,0.0010691036],"category_scores_gemma":[0.00035277224,0.00030151947,0.00019654148,0.00014376667,0.0014372452,0.00094029744,0.00035301875,0.0004351601,0.0010918281],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002937393,0.00047255887,0.049177278,0.0002808143,0.00008457424,0.00021995156,0.023798337,0.0013358747,0.0001459968,0.09870847,0.25528717,0.5704596],"study_design_scores_gemma":[0.00028057524,0.000040254883,0.15868731,0.00046811596,0.000035224562,0.000005710999,0.00033727847,0.00028027603,0.000044229837,0.0020460356,0.83746797,0.00030700886],"about_ca_topic_score_codex":0.014636777,"about_ca_topic_score_gemma":0.0110916635,"teacher_disagreement_score":0.58218086,"about_ca_system_score_codex":0.0010485572,"about_ca_system_score_gemma":0.00036251094,"threshold_uncertainty_score":0.9999437},"labels":[],"label_agreement":null},{"id":"W1907346837","doi":"10.1111/cag.12198","title":"Understanding emerging environmental health risks: A framework for responding to the unknown","year":2015,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo; Queen's University","funders":"Social Sciences and Humanities Research Council of Canada; Food Allergy Canada","keywords":"Risk governance; Context (archaeology); Corporate governance; Public health; Risk management; Uncertainty; Natural hazard; Political science; Environmental ethics; Business; Environmental planning; Geography; Medicine","score_opus":0.09206846333597095,"score_gpt":0.3149758919136871,"score_spread":0.22290742857771612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1907346837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5833334,0.006584121,0.021285878,0.34310377,0.010349476,0.008882269,0.000976782,0.0007372036,0.024747144],"genre_scores_gemma":[0.987778,0.0027000066,0.0015796522,0.0060335444,0.0005011075,0.00027579028,0.000040996434,0.000049288206,0.0010416121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99676967,0.00027340848,0.0003532882,0.00051563344,0.00045241936,0.0016355849],"domain_scores_gemma":[0.99658924,0.00022638256,0.00013564609,0.00045007176,0.000055913766,0.00254277],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020225146,0.00028278763,0.00028559184,0.0045363214,0.0037579744,0.00033211496,0.00068076095,0.00013614466,0.000095790805],"category_scores_gemma":[0.00041204202,0.00026393513,0.0002395425,0.00553161,0.0009870633,0.00023773461,0.00006151097,0.00021798066,0.000021383976],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038241054,0.000016009759,0.017694416,0.000015506495,0.00011309923,0.000009925241,0.08568298,0.00024388923,0.0000012387303,0.7716608,0.113487914,0.011036002],"study_design_scores_gemma":[0.00015876106,0.00010208096,0.0027439336,0.00004109515,0.000020787049,0.0000014091996,0.26502132,0.000013509217,3.103746e-7,0.016827326,0.7147966,0.00027283977],"about_ca_topic_score_codex":0.6972349,"about_ca_topic_score_gemma":0.99566054,"teacher_disagreement_score":0.75483346,"about_ca_system_score_codex":0.001340746,"about_ca_system_score_gemma":0.0005177975,"threshold_uncertainty_score":0.9999813},"labels":[],"label_agreement":null},{"id":"W1936955914","doi":"10.1089/g4h.2014.0127","title":"Developing a Game Interface to Assess Risk Perception with Respect to Two Key Dimensions of Risk (Frequency and Severity) in Contexts Where Risks Are Elevated from Their Accepted, “Typical” Values","year":2015,"lang":"en","type":"article","venue":"Games for Health Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; University of Ontario Institute of Technology","funders":"","keywords":"Psychology; Risk perception; Applied psychology; Descriptive statistics; Human factors and ergonomics; Poison control; Social psychology; Perception; Medicine; Statistics; Environmental health; Mathematics","score_opus":0.12256554865671601,"score_gpt":0.42262372618182215,"score_spread":0.3000581775251061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1936955914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94904923,0.00039041508,0.042636376,0.0065782154,0.00023855809,0.00088677957,0.0000838126,0.00003959411,0.0000969916],"genre_scores_gemma":[0.96923697,0.0037563662,0.026154578,0.00058678223,0.00014721445,0.000032530766,0.0000036149588,0.000019278194,0.00006268471],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972956,0.0009390089,0.0005702169,0.0003261107,0.00040058143,0.00046844012],"domain_scores_gemma":[0.9980896,0.00020187515,0.000513386,0.0001691937,0.0004164738,0.000609483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024012243,0.00017945432,0.00042284993,0.00029881264,0.00042152673,0.00014308238,0.0002381072,0.00008034814,0.00008190662],"category_scores_gemma":[0.0007652233,0.00013152935,0.00005460636,0.00046158666,0.00010332386,0.00028407047,0.00008029198,0.00039146707,0.000011522977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023210621,0.0002611614,0.36660424,0.00006792098,0.00013872891,0.000010020074,0.3193376,0.0014230356,0.00023326112,0.00060966215,0.007689093,0.30130422],"study_design_scores_gemma":[0.0025694375,0.000749233,0.8553463,0.00095588923,0.00003802176,0.0000070579,0.10857224,0.00021114203,0.000023673349,0.010884867,0.020296507,0.00034561218],"about_ca_topic_score_codex":0.012279799,"about_ca_topic_score_gemma":0.076216795,"teacher_disagreement_score":0.48874208,"about_ca_system_score_codex":0.0007474576,"about_ca_system_score_gemma":0.0005338887,"threshold_uncertainty_score":0.9942975},"labels":[],"label_agreement":null},{"id":"W1941449920","doi":"10.1111/risa.12034","title":"When Precaution Creates Misunderstandings: The Unintended Effects of Precautionary Information on Perceived Risks, the EMF Case","year":2013,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Provincial Laboratory of Public Health; University of Alberta","funders":"","keywords":"Precautionary principle; Risk perception; Framing (construction); Risk analysis (engineering); Perception; Public economics; Actuarial science; Business; Economics; Psychology; Engineering","score_opus":0.02061725283508591,"score_gpt":0.2911636542996512,"score_spread":0.27054640146456527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1941449920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676937,0.0000935654,0.010155095,0.006095734,0.00013769117,0.0012629973,0.000014690326,0.00009644508,0.014450096],"genre_scores_gemma":[0.99750084,0.0010924683,0.000072704206,0.00020573125,0.000041528696,0.00008317248,0.000022158867,0.0000038726344,0.0009775428],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982405,0.0007222286,0.0002714175,0.00013727155,0.00043498268,0.00019361594],"domain_scores_gemma":[0.9987721,0.00039678227,0.00028137304,0.00030937334,0.00017688233,0.000063484484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008561302,0.00011290361,0.00016884759,0.00023254863,0.0011500495,0.00016981967,0.00023928857,0.000071231705,0.000908807],"category_scores_gemma":[0.0003478105,0.000063817315,0.00025052318,0.00074723875,0.00040581,0.00048440564,0.0000397493,0.00013920259,0.0001663147],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013258852,0.0004378852,0.04260525,0.000108017826,0.005435885,0.0000136450135,0.73470366,0.012723586,0.00011198789,0.063986875,0.05380924,0.08593136],"study_design_scores_gemma":[0.00078939996,0.0002003765,0.6471662,0.000052203133,0.005399196,0.000004088641,0.26629367,0.037819292,0.000084265994,0.028148942,0.013632185,0.00041017032],"about_ca_topic_score_codex":0.052698445,"about_ca_topic_score_gemma":0.0059206537,"teacher_disagreement_score":0.604561,"about_ca_system_score_codex":0.00017624987,"about_ca_system_score_gemma":0.000026562047,"threshold_uncertainty_score":0.9950799},"labels":[],"label_agreement":null},{"id":"W1946584299","doi":"10.1111/0033-0124.5502009","title":"Constructing the News: The Role of Local Newspapers in Environmental Risk Communication","year":2003,"lang":"en","type":"article","venue":"The Professional Geographer","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Newspaper; Distrust; Environmental communication; Risk communication; Public relations; Content analysis; Risk assessment; Journalism; Risk management; Environmental planning; Business; Political science; Environmental resource management; Advertising; Risk analysis (engineering); Sociology; Geography; Computer science; Computer security; Environmental science; Social science","score_opus":0.008426731287593263,"score_gpt":0.2696892263435157,"score_spread":0.2612624950559225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1946584299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8773027,0.0012279105,0.00009905308,0.0073786736,0.00023998671,0.0007161259,0.000005425666,0.000019298164,0.11301084],"genre_scores_gemma":[0.99731517,0.00095329434,0.000111763955,0.0003860922,0.00001975735,0.000036069177,0.0000018322593,0.00000427769,0.0011717563],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9977813,0.0015142411,0.00016226039,0.00008685581,0.00029782744,0.0001575584],"domain_scores_gemma":[0.99927944,0.00028680242,0.0001263808,0.0002749657,0.000009504764,0.000022913726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015792428,0.00006181412,0.000064295724,0.000023034392,0.00088843005,0.000017529308,0.00040795875,0.000040918734,0.0008819398],"category_scores_gemma":[0.000037030553,0.000028574861,0.00006402324,0.00020189192,0.0012849632,0.00005958089,0.000088860375,0.00024563298,0.00002093396],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026490277,0.00013604168,0.52289844,0.0000019487088,0.000041079642,1.4138332e-7,0.05629146,0.00013800524,0.00011455402,0.22866122,0.000854742,0.1908359],"study_design_scores_gemma":[0.0001960085,0.0000066274206,0.08277595,0.000016236832,0.000018845913,3.6154046e-7,0.78331447,0.000054031967,0.000035823407,0.0166454,0.11687415,0.00006210819],"about_ca_topic_score_codex":0.004647671,"about_ca_topic_score_gemma":0.007003384,"teacher_disagreement_score":0.727023,"about_ca_system_score_codex":0.000030938176,"about_ca_system_score_gemma":0.000031941327,"threshold_uncertainty_score":0.96566224},"labels":[],"label_agreement":null},{"id":"W1963517062","doi":"10.1111/j.1539-6924.2008.01182.x","title":"Using Structured Decision Making to Help Implement a Precautionary Approach to Endangered Species Management","year":2009,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":138,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precautionary principle; Risk analysis (engineering); Risk management; Endangered species; Key (lock); Environmental resource management; Process (computing); Expert elicitation; Business; Management science; Environmental planning; Computer science; Economics; Geography; Ecology; Computer security","score_opus":0.049198147649134806,"score_gpt":0.3730447141314539,"score_spread":0.3238465664823191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963517062","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2055047,0.000059800786,0.7491735,0.0009001473,0.00014806412,0.0010648478,0.00003727239,0.00013571228,0.04297593],"genre_scores_gemma":[0.8576699,0.00021935924,0.13973992,0.0005920206,0.00015413327,0.000022097835,0.000017167935,0.000007449032,0.0015779717],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975851,0.00020157344,0.0003560285,0.0005293487,0.0008779057,0.00045001428],"domain_scores_gemma":[0.9991467,0.000027835198,0.00011880853,0.00040189442,0.00008164675,0.0002231255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008638765,0.00017595575,0.0002938395,0.00097653107,0.0008329817,0.0002198049,0.00037445576,0.000053373813,0.00090218947],"category_scores_gemma":[0.000046228986,0.00016849703,0.00027902977,0.0028305966,0.000024945202,0.00013027736,0.00015298392,0.00007418269,0.00006795598],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015471409,0.00034898848,0.0114561925,0.000013039717,0.0015541391,0.000012884467,0.047590654,0.17304394,0.00022372068,0.041526612,0.016878612,0.70719653],"study_design_scores_gemma":[0.0004312094,0.00007900096,0.6806846,0.000038514776,0.0026278156,4.9052164e-7,0.038257137,0.009698206,0.00002270128,0.005732276,0.26172397,0.0007040355],"about_ca_topic_score_codex":0.0007630195,"about_ca_topic_score_gemma":0.0023097836,"teacher_disagreement_score":0.7064925,"about_ca_system_score_codex":0.00054436905,"about_ca_system_score_gemma":0.000020719452,"threshold_uncertainty_score":0.9878342},"labels":[],"label_agreement":null},{"id":"W1964507513","doi":"10.1504/ijfip.2013.058611","title":"Plausibility indications in future scenarios","year":2013,"lang":"en","type":"article","venue":"International Journal of Foresight and Innovation Policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Joint Research Centre; European Commission; Arizona State University","keywords":"Credibility; Consistency (knowledge bases); Quality (philosophy); Set (abstract data type); Computer science; Function (biology); Risk analysis (engineering); Management science; Artificial intelligence; Epistemology; Economics","score_opus":0.021885335621279912,"score_gpt":0.35850727111417674,"score_spread":0.3366219354928968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964507513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86352193,0.00004162117,0.00091741065,0.09688347,0.0006223912,0.0002012873,0.0000028896852,0.000011249209,0.037797723],"genre_scores_gemma":[0.9952286,0.00033442656,0.00046762405,0.0016521249,0.0011804517,0.0000057652824,0.000004457947,0.0000029014675,0.0011236558],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990272,0.000050816656,0.0003977141,0.00006564689,0.00036288373,0.000095737014],"domain_scores_gemma":[0.99893713,0.00002418964,0.00025715312,0.000047058205,0.0006920648,0.00004237711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004950324,0.000048560854,0.0000739309,0.0011938007,0.00008389202,0.00011720701,0.00020653877,0.000051004477,0.0006181961],"category_scores_gemma":[0.00024148582,0.000041593987,0.000023582796,0.0007402159,0.00009066591,0.0006793858,0.000026141026,0.000115808805,0.000019856412],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013237066,0.00007512903,0.024283223,0.0000020963473,0.000020552723,0.0000017196925,0.006953789,0.0000067626715,0.00020047765,0.89579034,0.013699805,0.05895288],"study_design_scores_gemma":[0.00059415516,0.000030764128,0.5792858,0.000022619372,0.0000029105358,0.00000455429,0.0029557801,0.000043169097,0.00002967222,0.064486444,0.35246554,0.00007856442],"about_ca_topic_score_codex":0.001457931,"about_ca_topic_score_gemma":0.0005621218,"teacher_disagreement_score":0.8313039,"about_ca_system_score_codex":0.00016917524,"about_ca_system_score_gemma":0.00020041181,"threshold_uncertainty_score":0.6768814},"labels":[],"label_agreement":null},{"id":"W1965123301","doi":"10.1016/s0304-3894(02)00038-9","title":"Good and bad examples of siting and building biosafety level 4 laboratories: a study of Winnipeg, Galveston and Etobicoke","year":2002,"lang":"en","type":"article","venue":"Journal of Hazardous Materials","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biosafety; Work (physics); Risk communication; Focus (optics); Public relations; Engineering; Business; Environmental planning; Architectural engineering; Political science; Risk analysis (engineering); Geography; Medicine","score_opus":0.05738128874631171,"score_gpt":0.3140124116678538,"score_spread":0.2566311229215421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965123301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984931,0.00040236724,0.00002913683,0.00036822123,0.00019730428,0.0001803994,0.000017972552,0.000006638856,0.00030488425],"genre_scores_gemma":[0.99694943,0.0016313158,0.0011669091,0.0000266269,0.00013670202,0.000001221788,1.5559839e-7,0.000007427401,0.00008018779],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986449,0.00025456471,0.00055041304,0.00011266713,0.00029875909,0.00013870782],"domain_scores_gemma":[0.99900746,0.00008569061,0.0005845143,0.00007286808,0.00016654673,0.0000829185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015355062,0.000094704985,0.0003851402,0.00012247342,0.00017354563,0.00010721568,0.00008800669,0.000049355607,0.00012983526],"category_scores_gemma":[0.00017626662,0.000079546466,0.000020547812,0.00012078903,0.0001734166,0.00025079763,0.00006847254,0.000048032674,3.130445e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020146923,0.0006928604,0.03167514,0.0003553377,0.00029752482,0.00005345815,0.16573581,0.000011206195,0.7730068,0.009637851,0.0007564736,0.01757608],"study_design_scores_gemma":[0.0071819597,0.0034499068,0.62682426,0.00085200486,0.0005707538,0.00011174773,0.3012232,0.000017818731,0.03368193,0.0014234766,0.023913044,0.0007499301],"about_ca_topic_score_codex":0.0006833199,"about_ca_topic_score_gemma":0.00021177063,"teacher_disagreement_score":0.73932487,"about_ca_system_score_codex":0.000021959144,"about_ca_system_score_gemma":0.000023747476,"threshold_uncertainty_score":0.32438108},"labels":[],"label_agreement":null},{"id":"W1966136681","doi":"10.1177/0963662511403039","title":"Risk assessment as rhetorical practice: The ironic mathematics behind terrorism, banking, and public policy","year":2011,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Terrorism; Rhetorical question; Contingency plan; Homeland security; Contingency; Politics; Risk management; Risk assessment; Recession; Political science; Actuarial science; Economics; Sociology; Law; Epistemology; Finance; Management","score_opus":0.17087508854613304,"score_gpt":0.39876971213486123,"score_spread":0.2278946235887282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966136681","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10000826,0.00008284476,0.05344711,0.05654876,0.00065344357,0.0007236166,0.0000038125245,0.00014381815,0.7883883],"genre_scores_gemma":[0.99419165,0.00079968345,0.0041175256,0.00030608053,0.000087837674,0.000012339763,3.5238247e-7,0.000008228718,0.00047628253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99713033,0.00022175953,0.00029298748,0.00033945616,0.0013895481,0.0006259218],"domain_scores_gemma":[0.9985121,0.000264526,0.0003877202,0.00034275494,0.00019759922,0.0002952835],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0067471913,0.00012258711,0.00014686203,0.0004323032,0.0027576343,0.00075064343,0.000880257,0.0000621035,0.0004092826],"category_scores_gemma":[0.002486103,0.00008959146,0.000049459286,0.0012448466,0.0050228667,0.002035373,0.0003201068,0.00023084963,0.000013534329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015733891,0.00013714306,0.002695676,0.0000059437334,0.000013476934,7.6574605e-7,0.06341279,3.193895e-7,0.000017029313,0.9314358,0.00033292297,0.001946509],"study_design_scores_gemma":[0.00043666418,0.00019797955,0.012046629,0.00002644515,0.00006761916,0.000011123352,0.6145955,0.00077323423,0.000012307322,0.29670894,0.07479493,0.00032866866],"about_ca_topic_score_codex":0.0041278275,"about_ca_topic_score_gemma":0.00072605244,"teacher_disagreement_score":0.8941834,"about_ca_system_score_codex":0.0012460502,"about_ca_system_score_gemma":0.0014054809,"threshold_uncertainty_score":0.99854064},"labels":[],"label_agreement":null},{"id":"W1966508245","doi":"10.1080/15287390903084652","title":"Survey of Public Perceptions of Prion Disease Risks in Canada: What Does the Public Care About?","year":2009,"lang":"en","type":"article","venue":"Journal of Toxicology and Environmental Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Institute of Population and Public Health","funders":"","keywords":"Context (archaeology); Risk perception; Public health; Population; Public opinion; Disease; Survey data collection; Environmental health; Business; Public relations; Perception; Political science; Psychology; Medicine; Geography; Politics","score_opus":0.04442949916919177,"score_gpt":0.33363621951187944,"score_spread":0.2892067203426877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966508245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9758294,0.003325596,0.000017549546,0.020375427,0.00021484429,0.00015808236,0.000021806482,0.0000010872226,0.000056160534],"genre_scores_gemma":[0.9578685,0.041106336,0.000017646162,0.0009471737,0.000026556747,0.0000012941856,0.000006913397,0.0000020682362,0.000023521465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830544,0.0007707481,0.0003823504,0.000080093894,0.00026125927,0.00020009579],"domain_scores_gemma":[0.99927396,0.000072203635,0.00033658868,0.000082443315,0.000018562032,0.0002162746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013400641,0.000058525893,0.00018850493,0.00008424539,0.00022784804,0.000019213276,0.00014968365,0.000039886407,0.00022125848],"category_scores_gemma":[0.00005430128,0.000038699043,0.00003687167,0.000092051436,0.00025994924,0.00028872458,0.000026400987,0.00015098586,4.765807e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035110308,0.00021541041,0.7837301,0.000017503247,0.000010295057,0.000003287778,0.008518067,0.000032453656,0.000026474967,0.000498529,0.00027485297,0.20663793],"study_design_scores_gemma":[0.00021910193,0.00014248029,0.9388615,0.00001721865,0.0000053402305,0.000001005785,0.058293037,0.000009682572,8.768061e-7,0.00008278342,0.0023337537,0.00003321578],"about_ca_topic_score_codex":0.22654241,"about_ca_topic_score_gemma":0.9338736,"teacher_disagreement_score":0.7073312,"about_ca_system_score_codex":0.00074481766,"about_ca_system_score_gemma":0.00084873365,"threshold_uncertainty_score":0.7786081},"labels":[],"label_agreement":null},{"id":"W1966737359","doi":"10.1038/sj.jea.7500392","title":"Communicating exposure and health effects results to study subjects, the community and the public: Strategies and challenges","year":2004,"lang":"en","type":"article","venue":"Journal of Exposure Science & Environmental Epidemiology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Session (web analytics); Presentation (obstetrics); Agency (philosophy); Public health; Library science; Panel discussion; Public relations; Sociology; Political science; Psychology; Medical education; Engineering; Medicine; Social science; Business; Nursing; Computer science; Advertising","score_opus":0.12664416910597096,"score_gpt":0.38335677893781,"score_spread":0.2567126098318391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966737359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8687128,0.00919149,0.000059733284,0.12102933,0.00010903749,0.0005188191,9.638958e-7,0.0000072126436,0.00037062203],"genre_scores_gemma":[0.96648556,0.030442107,0.00071647833,0.0022829655,0.00005350846,0.0000088142115,2.6359848e-7,0.0000042959678,0.00000599889],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99344045,0.005065467,0.0005941044,0.00019710584,0.00033280058,0.00037009447],"domain_scores_gemma":[0.99702644,0.0018097041,0.00051825575,0.00036750705,0.00001969286,0.0002584041],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.041541144,0.00012541607,0.0003789034,0.00008892403,0.0031723483,0.0001479373,0.0007523484,0.000047274185,0.0000027207511],"category_scores_gemma":[0.0017049664,0.000068575195,0.00003723044,0.00014603397,0.0045356317,0.00051816896,0.0005501288,0.0005210059,0.0000010811157],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024799127,0.0006675465,0.05401241,0.000033710763,0.000082439976,0.000008424812,0.61277187,0.00023987851,0.0003503116,0.1174559,0.00009949654,0.21403003],"study_design_scores_gemma":[0.0015888533,0.0014590871,0.65765965,0.000023256904,0.000013134516,0.00003556733,0.33072937,0.0000029400023,0.000002666607,0.0058624377,0.0025510387,0.000072026975],"about_ca_topic_score_codex":0.0013856686,"about_ca_topic_score_gemma":0.0034116833,"teacher_disagreement_score":0.60364723,"about_ca_system_score_codex":0.00014796341,"about_ca_system_score_gemma":0.00010889614,"threshold_uncertainty_score":0.9981735},"labels":[],"label_agreement":null},{"id":"W1967299756","doi":"10.1111/j.1470-6431.2006.00508.x","title":"Reconceptualizing risk perception: perceiving Majority World citizens at risk from ‘Northern’ consumption","year":2006,"lang":"en","type":"article","venue":"International Journal of Consumer Studies","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Risk perception; Consumption (sociology); Situational ethics; Perception; Harm; Service (business); Risk management; Perspective (graphical); Social psychology; Premise; Psychology; Marketing; Business; Sociology; Finance","score_opus":0.04615621076751735,"score_gpt":0.356290390807962,"score_spread":0.31013418004044463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967299756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98533183,0.0034884599,0.00057801814,0.0016897055,0.0031629782,0.00012581225,0.00006709427,0.000050617655,0.0055054766],"genre_scores_gemma":[0.9659914,0.026584849,0.0015167068,0.00017369563,0.0016356198,0.000006382204,0.000009140189,0.000013430642,0.004068808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973559,0.00052183477,0.00069985486,0.00022470704,0.0009607845,0.00023691074],"domain_scores_gemma":[0.9973619,0.00049312174,0.0009142335,0.00011984,0.0010223537,0.00008855639],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011202529,0.00017237106,0.000315052,0.00028013237,0.00076655805,0.00014576696,0.00038556237,0.00006002881,0.0021776445],"category_scores_gemma":[0.00042693075,0.00015885728,0.00024976465,0.00011449152,0.0005570373,0.00038294878,0.0001427249,0.0002949226,0.00027198537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007453953,0.00006728125,0.9271596,0.000003274589,0.00070113566,0.000028432816,0.022710532,0.00009289978,0.00009171767,0.00044339141,0.019463677,0.029163495],"study_design_scores_gemma":[0.00089284393,0.00001837132,0.78466076,0.0001178774,0.00022231918,0.0000074181717,0.018582901,0.000021196078,0.000014237852,0.0031501262,0.1920999,0.00021207055],"about_ca_topic_score_codex":0.008102778,"about_ca_topic_score_gemma":0.094500676,"teacher_disagreement_score":0.17263621,"about_ca_system_score_codex":0.0009021449,"about_ca_system_score_gemma":0.000064277774,"threshold_uncertainty_score":0.9987345},"labels":[],"label_agreement":null},{"id":"W1967975160","doi":"10.5539/ibr.v8n1p81","title":"Risk Perception in a Developing Country: The Case of Jordan","year":2014,"lang":"en","type":"article","venue":"International Business Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Risk perception; Representativeness heuristic; Perception; Stratified sampling; Population; Psychology; Sample (material); Social psychology; Environmental health; Statistics; Medicine","score_opus":0.07708160363924318,"score_gpt":0.43911208351168235,"score_spread":0.3620304798724392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967975160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9276589,0.000008422688,0.0027263619,0.015128028,0.000318847,0.00022762094,0.000004603016,0.00001384476,0.053913362],"genre_scores_gemma":[0.99759984,0.00062772195,0.00028533215,0.00010857473,0.00021471056,0.000027907792,0.000005489689,0.0000044367334,0.0011260137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983909,0.00053813803,0.00015877433,0.00013062479,0.00060422596,0.00017730118],"domain_scores_gemma":[0.9988323,0.0002630036,0.000047559242,0.00011218451,0.0007197267,0.000025246609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004006162,0.000041031086,0.000059827136,0.00025916068,0.00032164296,0.00009486599,0.00034384412,0.000036260375,0.00047103016],"category_scores_gemma":[0.0012820067,0.000031479194,0.000016707496,0.00073732634,0.00030938524,0.00015513445,0.00010557713,0.00015468626,0.000066445486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012283186,0.0002311952,0.071998894,0.000052301824,0.000049079095,0.00011529012,0.04218997,0.0008613084,0.00041250986,0.6327966,0.011274288,0.23989572],"study_design_scores_gemma":[0.00032420998,0.000009960194,0.54537004,0.00005073971,0.0000025560657,0.000009111854,0.015237682,0.0018231184,0.000006133871,0.0076011564,0.42948171,0.00008354806],"about_ca_topic_score_codex":0.05801399,"about_ca_topic_score_gemma":0.049339276,"teacher_disagreement_score":0.62519544,"about_ca_system_score_codex":0.00024304102,"about_ca_system_score_gemma":0.00011336372,"threshold_uncertainty_score":0.9680078},"labels":[],"label_agreement":null},{"id":"W1968830455","doi":"10.1080/13549830120073301","title":"Changing Governments and Changing Environmental Policies in Ontario: A discourse analysis","year":2001,"lang":"en","type":"article","venue":"Local Environment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Political science; Discourse analysis; Tact; Environmental policy; Context (archaeology); Democracy; Public administration; Relevance (law); Government (linguistics); Public policy; Politics; Sociology; Political economy; Welfare economics; Economics; Law; Environmental resource management; Geography","score_opus":0.012128549451355585,"score_gpt":0.2553017604904512,"score_spread":0.24317321103909564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968830455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981522,0.00005495273,0.0073573613,0.0007833561,0.000047747973,0.00023395549,0.0000030953597,0.000018237673,0.009979256],"genre_scores_gemma":[0.9816268,0.0009054651,0.00009204511,0.00037643878,0.000036173336,0.000034375993,0.0000096069925,0.000008270468,0.016910812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850154,0.00007003011,0.00016930091,0.0002845241,0.00047050836,0.0005040834],"domain_scores_gemma":[0.99965537,0.000013351168,0.000050320545,0.00014488831,4.9962415e-7,0.00013554747],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036971117,0.0001305776,0.00017055923,0.0002915954,0.00029331024,0.00004237537,0.00010647145,0.00005258702,0.0026549585],"category_scores_gemma":[0.0000022656607,0.00013364799,0.00007296043,0.0002489178,0.000300659,0.00015083599,0.00016545555,0.00009976641,0.00008662693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041402287,0.0005443567,0.69989055,0.0000044608128,0.00025160238,0.000068956986,0.21078092,0.006870907,0.00019079712,0.0033677062,0.00005130951,0.07793704],"study_design_scores_gemma":[0.0005884557,0.000043888154,0.7141352,0.000011919284,0.0001771134,8.9106237e-7,0.16303575,0.0013949496,0.000014386321,0.000112961214,0.12015975,0.0003246704],"about_ca_topic_score_codex":0.04475273,"about_ca_topic_score_gemma":0.12991802,"teacher_disagreement_score":0.12010844,"about_ca_system_score_codex":0.0013343816,"about_ca_system_score_gemma":0.000009287657,"threshold_uncertainty_score":0.99825674},"labels":[],"label_agreement":null},{"id":"W1970548697","doi":"10.1057/cpcs.2013.9","title":"Determination of consensus among professionals for community safety terms through a Delphi study","year":2013,"lang":"en","type":"article","venue":"Crime Prevention and Community Safety","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NOSM University","funders":"","keywords":"Terminology; Delphi method; Meaning (existential); Delphi; Public relations; Work (physics); Psychology; Medical education; Nursing; Medicine; Political science; Engineering; Computer science","score_opus":0.09556677999597497,"score_gpt":0.40801339888060545,"score_spread":0.3124466188846305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970548697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96661484,0.000021952988,0.007923059,0.0010081261,0.00015327575,0.0031775685,0.00001841563,0.000082595565,0.021000143],"genre_scores_gemma":[0.99420345,0.000078985635,0.0017651466,0.00016249283,0.000022472806,0.00018494885,0.000050942348,0.000010346494,0.003521228],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99317646,0.005749426,0.0005004302,0.00011466156,0.00025309896,0.00020593569],"domain_scores_gemma":[0.9981995,0.0007036746,0.000276796,0.00045130003,0.00028434306,0.00008434652],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036104694,0.00013448944,0.00024485006,0.000070621645,0.0034149399,0.00006267784,0.0003631478,0.00010184314,0.00039011968],"category_scores_gemma":[0.00035694148,0.00012785799,0.00010718567,0.00014206678,0.00045070623,0.0003421124,0.00027332673,0.00046152613,0.000010463214],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004216272,0.010981014,0.027107596,0.00046862825,0.00019187147,5.353326e-7,0.63633066,0.000008034781,0.00034615217,0.023918208,0.004267072,0.2959586],"study_design_scores_gemma":[0.001675701,0.00045228098,0.5328829,0.00012974045,0.00008569279,4.4747514e-7,0.4316737,0.00020247747,0.000027248103,0.02463165,0.008023766,0.00021437604],"about_ca_topic_score_codex":0.015759647,"about_ca_topic_score_gemma":0.009398575,"teacher_disagreement_score":0.50577533,"about_ca_system_score_codex":0.00007746389,"about_ca_system_score_gemma":0.000053842457,"threshold_uncertainty_score":0.9978825},"labels":[],"label_agreement":null},{"id":"W1971518796","doi":"10.1016/j.toxlet.2011.01.008","title":"The fragility of omics risk and benefit perceptions","year":2011,"lang":"en","type":"article","venue":"Toxicology Letters","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Toxicogenomics; Framing (construction); Judgement; Perception; Risk perception; Psychology; Context (archaeology); Regulatory science; Knowledge management; Data science; Risk analysis (engineering); Business; Computer science; Political science; Engineering; Medicine; Biology","score_opus":0.027691682204269073,"score_gpt":0.2806666866073229,"score_spread":0.2529750044030538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971518796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824715,0.00002523319,0.00037600612,0.0050999983,0.000191563,0.00016834338,0.000003372419,0.000024901597,0.011639064],"genre_scores_gemma":[0.99576664,0.0015658581,0.0005447252,0.0015002945,0.000045342473,0.000017825882,5.3045335e-7,0.0000029403584,0.00055585377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99945635,0.00010740646,0.00010744092,0.00010277199,0.00007424532,0.00015181182],"domain_scores_gemma":[0.99967766,0.00007500541,0.0000580151,0.00012803994,0.000018235542,0.000043071697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004880928,0.000042794687,0.00006757773,0.000026087486,0.000538886,0.000010579111,0.00013966067,0.00004887739,0.00041921047],"category_scores_gemma":[0.000041762967,0.000033281303,0.00003206062,0.000058214653,0.00085717253,0.00004761747,0.00004265682,0.00008262609,0.000026632097],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010853791,0.00040010977,0.28669253,0.000022895018,0.00013257659,0.000004183879,0.23289399,0.000019484467,0.008134833,0.30602324,0.025047725,0.1405199],"study_design_scores_gemma":[0.0002168131,0.000048974754,0.8738339,0.0000020816028,0.000035122757,3.8256366e-7,0.013753597,0.000018503315,0.000041198608,0.0064645056,0.10549597,0.000088942936],"about_ca_topic_score_codex":0.0013331297,"about_ca_topic_score_gemma":0.004693826,"teacher_disagreement_score":0.5871414,"about_ca_system_score_codex":0.000029142338,"about_ca_system_score_gemma":0.00000825314,"threshold_uncertainty_score":0.45900604},"labels":[],"label_agreement":null},{"id":"W1971762152","doi":"10.1080/01900690701465301","title":"Differential Definitions of Fear and Foreignness: The Case of SARS in North America","year":2007,"lang":"en","type":"article","venue":"International Journal of Public Administration","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Luck; Public health; Population; Political science; Differential (mechanical device); Development economics; Political economy; Sociology; Economics; Medicine; Demography","score_opus":0.0713635110070694,"score_gpt":0.3676107019097677,"score_spread":0.2962471909026983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971762152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831107,0.000012709084,0.009360707,0.0031217597,0.00020375176,0.00006600055,0.000009859092,0.000002120523,0.00411237],"genre_scores_gemma":[0.9991919,0.00029020058,0.00031256094,0.00005076644,0.00011843757,0.000001000781,0.0000062302593,0.00000200826,0.000026909314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991006,0.000078974736,0.0003931943,0.000046412748,0.00030567264,0.00007509925],"domain_scores_gemma":[0.99906135,0.00010553387,0.00039467998,0.00003980514,0.0003549613,0.000043695163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057810784,0.000038130307,0.00007909191,0.00019314633,0.000059073147,0.000045354074,0.00015499757,0.000024793042,0.0001702317],"category_scores_gemma":[0.00021116213,0.000029734854,0.00004582586,0.00015446404,0.00020737953,0.0002519511,0.000018918494,0.00007276804,5.8248446e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022113972,0.00080864114,0.061090223,0.000015882522,0.00017451578,0.00041204694,0.020082874,0.000028567867,0.0006111534,0.71980494,0.00068611256,0.1960639],"study_design_scores_gemma":[0.0026290969,0.00082878396,0.80295587,0.000087189495,0.00009467405,0.00064732815,0.13411412,0.00038113506,0.0006017008,0.021933256,0.035445217,0.00028162458],"about_ca_topic_score_codex":0.00027921193,"about_ca_topic_score_gemma":0.016300563,"teacher_disagreement_score":0.74186563,"about_ca_system_score_codex":0.000046799665,"about_ca_system_score_gemma":0.0001292696,"threshold_uncertainty_score":0.9096096},"labels":[],"label_agreement":null},{"id":"W1971816399","doi":"10.4000/vertigo.4700","title":"Les enjeux relatifs à la perception et à la communication dans le cadre de la gestion des risques sur la santé publique","year":2003,"lang":"fr","type":"article","venue":"VertigO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.031537000687766825,"score_gpt":0.33475950334030724,"score_spread":0.3032225026525404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971816399","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46820596,0.001774335,0.016524635,0.0044775177,0.00011143088,0.00022475468,0.000007349057,0.00016368821,0.50851035],"genre_scores_gemma":[0.94173634,0.031969283,0.006807142,0.0002123182,0.00004531635,0.00004147684,0.00002630393,0.000027366965,0.01913448],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.987423,0.011456168,0.00027096213,0.0002621473,0.00027881074,0.00030890142],"domain_scores_gemma":[0.9984327,0.00086065347,0.00011173179,0.00032405116,0.00013769841,0.00013319575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042831143,0.00018555745,0.00016661451,0.000103302074,0.0008167684,0.0002751708,0.00027759193,0.0005083079,0.000773377],"category_scores_gemma":[0.0009467067,0.00020433018,0.000115736555,0.00033581012,0.001270529,0.00091804983,0.00006949118,0.0004848424,0.00007713511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011586579,0.0003460624,0.025766762,0.000055822915,0.000031645617,0.000005742764,0.07699267,0.00037886287,0.0010113529,0.79238397,0.01580913,0.08720642],"study_design_scores_gemma":[0.00029958354,0.000025929494,0.4342904,0.00016486952,0.000046775982,0.000011842952,0.014950508,0.0003929873,0.00005644715,0.020336414,0.5292198,0.00020443175],"about_ca_topic_score_codex":0.029358609,"about_ca_topic_score_gemma":0.010666387,"teacher_disagreement_score":0.7720475,"about_ca_system_score_codex":0.0005678449,"about_ca_system_score_gemma":0.00028675035,"threshold_uncertainty_score":0.97710496},"labels":[],"label_agreement":null},{"id":"W1973014895","doi":"10.1503/cmaj.109-4083","title":"Public health fallout from Japanese quake","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Quake (natural phenomenon); Unconscionability; Public health; Nuclear disaster; Government (linguistics); Business; Medicine; Environmental health; Medical emergency; Political science; Nuclear plant; Engineering; Nursing; Nuclear engineering; Law","score_opus":0.05235469599865398,"score_gpt":0.3142395316188774,"score_spread":0.2618848356202234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973014895","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16325527,0.0006030169,0.00025916102,0.7052158,0.005420066,0.00021039932,0.000030248104,0.00007646303,0.12492958],"genre_scores_gemma":[0.9443071,0.0007699051,0.000102377446,0.04461807,0.0053393804,0.0000045320958,0.000013712118,0.000008949229,0.004835983],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962812,0.00072054536,0.00030581412,0.00009259819,0.001691347,0.0009084951],"domain_scores_gemma":[0.9944408,0.000102164966,0.00019220068,0.00007184515,0.0001748519,0.0050181723],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0065120542,0.00007295846,0.0001420612,0.00014078766,0.0010104439,0.00022880649,0.00027271025,0.00022596635,0.026324106],"category_scores_gemma":[0.0020294697,0.00007102417,0.00007643706,0.00022751746,0.000056519937,0.0003866088,0.000013147294,0.0004900207,0.0011734869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.931252e-7,0.000050998893,0.1077532,0.0000012874578,0.00005479895,0.000011471714,0.06645603,2.3472626e-7,4.1015014e-7,0.006408208,0.64600694,0.17325574],"study_design_scores_gemma":[0.00018013988,0.0000062345125,0.08020036,0.000006701215,0.0000032141631,0.0000022217766,0.016787985,0.000006337365,2.1825487e-8,0.00011637099,0.9026178,0.000072607065],"about_ca_topic_score_codex":0.1799778,"about_ca_topic_score_gemma":0.6089366,"teacher_disagreement_score":0.7810518,"about_ca_system_score_codex":0.002809294,"about_ca_system_score_gemma":0.0037012529,"threshold_uncertainty_score":0.9996042},"labels":[],"label_agreement":null},{"id":"W1973900070","doi":"10.1002/ajim.10361","title":"Implications of the Precautionary Principle in research and policy‐making","year":2004,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Precautionary principle; Harm; Causation; Scope (computer science); Medicine; Risk analysis (engineering); Law and economics; Public economics; Actuarial science; Law; Economics; Political science","score_opus":0.23793470155971694,"score_gpt":0.5061220173330071,"score_spread":0.26818731577329014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973900070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8493148,0.00004801835,0.000063272906,0.14152597,0.00014653782,0.00018769072,8.059156e-7,0.0000025203537,0.00871037],"genre_scores_gemma":[0.9985769,0.0003040632,0.00009889131,0.00021964427,0.0007214511,0.0000023597909,1.0813419e-7,0.0000025130787,0.00007410314],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99879634,0.00026575272,0.00030499743,0.000059827606,0.00043350158,0.00013955258],"domain_scores_gemma":[0.9992834,0.00012289887,0.0002622179,0.00009273872,0.00016892106,0.0000698341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022413381,0.00003508212,0.00014186677,0.00028052076,0.00015857651,0.0000062328772,0.00022180815,0.000027972217,0.000037034017],"category_scores_gemma":[0.0013723897,0.000022387285,0.000020849693,0.0011819347,0.00161108,0.0000651758,0.000049841838,0.00029524264,4.77987e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015868623,0.00021112402,0.057771143,0.0000031300306,0.000037801656,0.0000045946063,0.04706022,0.00025593716,0.00083899644,0.22396754,0.0021935557,0.6674973],"study_design_scores_gemma":[0.0057575987,0.003164706,0.64736646,0.0021386486,0.000046267516,0.00004293307,0.15099803,0.000003226422,0.00009174191,0.039860692,0.1503446,0.0001850715],"about_ca_topic_score_codex":0.0055499943,"about_ca_topic_score_gemma":0.00063471205,"teacher_disagreement_score":0.6673122,"about_ca_system_score_codex":0.00023928728,"about_ca_system_score_gemma":0.0005582215,"threshold_uncertainty_score":0.8389968},"labels":[],"label_agreement":null},{"id":"W1974880666","doi":"10.1515/jhsem-2012-0054","title":"“Of Gods and Men”: Selected Print Media Coverage of Natural Disasters and Industrial Failures in Three Westminster Countries","year":2013,"lang":"en","type":"article","venue":"Journal of Homeland Security and Emergency Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Newspaper; Government (linguistics); Natural disaster; Globe; Advertising; Business; Geography; Psychology","score_opus":0.01286972908340658,"score_gpt":0.25468841970497935,"score_spread":0.24181869062157277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974880666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995171,0.0007904238,0.000039132763,0.0013013812,0.0003273234,0.00029977428,0.000003926356,0.0000033758927,0.0020636318],"genre_scores_gemma":[0.9823205,0.017420756,0.00006177806,0.000015143966,0.00006561921,0.000003781125,0.0000014346506,0.000003746678,0.00010725119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878216,0.00009960882,0.00048805485,0.00011600024,0.0003493377,0.00016486661],"domain_scores_gemma":[0.99946886,0.000035478297,0.0002474744,0.00006266668,0.00009791548,0.000087602726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005970903,0.000103987244,0.00027408745,0.00020498014,0.00008063514,0.00004003315,0.000106663916,0.000063015534,0.0002868939],"category_scores_gemma":[0.000037388814,0.00008140249,0.000035469264,0.00018521262,0.00017074608,0.0003364788,0.000095369986,0.00014519804,6.1470513e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005817396,0.0004858658,0.71605086,0.00080973597,0.00062871125,0.000033168515,0.16731526,0.00003846236,0.00014164131,0.045113403,0.009051181,0.059749983],"study_design_scores_gemma":[0.0032470983,0.00036806532,0.9097113,0.00017325356,0.0001419628,0.000003386512,0.03994588,0.00018347766,0.000023473085,0.009110282,0.03680907,0.00028274462],"about_ca_topic_score_codex":0.0010210623,"about_ca_topic_score_gemma":0.0053069885,"teacher_disagreement_score":0.19366045,"about_ca_system_score_codex":0.00002460709,"about_ca_system_score_gemma":0.000017540535,"threshold_uncertainty_score":0.3319497},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.14032984688741412,"score_gpt":0.4473232973150575,"score_spread":0.30699345042764337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976994788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975538,0.0005176216,0.000021807005,0.0012296484,0.00012284855,0.00024899727,0.000004361854,0.000015344292,0.022301363],"genre_scores_gemma":[0.98604614,0.0058866497,0.00035950236,0.00004172917,0.0003543324,0.000008044191,0.000002457645,0.000012310221,0.0072888234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99528766,0.0016944406,0.00037748725,0.0001781018,0.0019839944,0.00047830617],"domain_scores_gemma":[0.99792415,0.00041055641,0.00071677775,0.00010287335,0.0007109696,0.00013469358],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00888685,0.00006166084,0.00021470345,0.00019514821,0.0007501839,0.0011574322,0.0003640485,0.00012622235,0.00036423004],"category_scores_gemma":[0.0029264588,0.000069590256,0.00007181879,0.0008626079,0.00021875041,0.00069848134,0.000055304852,0.00091973925,0.000013668525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086682885,0.00058270706,0.723493,0.0000067388128,0.000067192406,0.00043942244,0.007022728,0.0000995657,0.00010183441,0.00006780783,0.24597928,0.022053055],"study_design_scores_gemma":[0.0013609135,0.00018301296,0.75620025,0.00031772922,0.000017296377,0.000009288962,0.03421611,0.000027804495,0.0000063222274,0.0009603025,0.2065703,0.0001306358],"about_ca_topic_score_codex":0.41958746,"about_ca_topic_score_gemma":0.8086655,"teacher_disagreement_score":0.38907805,"about_ca_system_score_codex":0.0006085208,"about_ca_system_score_gemma":0.00022204663,"threshold_uncertainty_score":0.9998795},"labels":[],"label_agreement":null},{"id":"W1977770231","doi":"10.1504/ijfsnph.2011.042574","title":"Developing consumer-focused risk communication strategies related to food terrorism","year":2011,"lang":"en","type":"article","venue":"International Journal of Food Safety Nutrition and Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Terrorism; Risk communication; Business; Risk analysis (engineering); Computer security; Internet privacy; Computer science; Political science","score_opus":0.12811062453149025,"score_gpt":0.374049512936665,"score_spread":0.24593888840517475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977770231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52151793,0.003041384,0.07092817,0.36493814,0.002539362,0.0012451021,0.00011913495,0.00016780017,0.03550295],"genre_scores_gemma":[0.97007,0.018925214,0.009384502,0.0014646453,0.00008694488,0.000007547199,0.000013277326,0.000006814852,0.000041040283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796665,0.0005852585,0.000640044,0.000111797155,0.00048688156,0.00020939256],"domain_scores_gemma":[0.9983644,0.00007324781,0.0005182316,0.000097048534,0.00064641604,0.00030067048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021436985,0.000085201464,0.00016429732,0.00036967764,0.00040847794,0.00017556822,0.00037794674,0.00006945368,0.00020084043],"category_scores_gemma":[0.00018551404,0.000083875566,0.00006360791,0.00021405116,0.00010755526,0.00069750915,0.000053225198,0.00022496085,0.00001144286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012199596,0.00038915843,0.0013934971,0.000025546598,0.0002684153,0.0000040347977,0.06884512,0.0000024865162,0.0000049670894,0.6784059,0.0028635117,0.24767536],"study_design_scores_gemma":[0.0020419562,0.00060244044,0.034112066,0.00022560709,0.000010415257,0.00003220594,0.0606988,0.000010813068,0.000005748476,0.04417594,0.8579101,0.00017392971],"about_ca_topic_score_codex":0.0007058332,"about_ca_topic_score_gemma":0.0020309913,"teacher_disagreement_score":0.8550466,"about_ca_system_score_codex":0.00035164648,"about_ca_system_score_gemma":0.0006160859,"threshold_uncertainty_score":0.3420346},"labels":[],"label_agreement":null},{"id":"W1980211749","doi":"10.7202/043165ar","title":"L'énergie nucléaire : la nécessité de nouvelles approches","year":2005,"lang":"fr","type":"article","venue":"Les Cahiers de droit","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.009530654739083365,"score_gpt":0.2565471439406828,"score_spread":0.2470164892015994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980211749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6281737,0.0029687535,0.008849392,0.024508543,0.00045926214,0.00022928274,0.0000103261755,0.00019461103,0.3346061],"genre_scores_gemma":[0.65419805,0.005118773,0.005971192,0.0026414627,0.0007754033,0.000026344303,0.000005885216,0.000030158277,0.33123273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810284,0.00031032952,0.00024044859,0.00034203022,0.00029123007,0.0007130897],"domain_scores_gemma":[0.99920875,0.00011185464,0.00010768143,0.00022133933,0.000035593228,0.000314784],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082637544,0.00021212625,0.00021486744,0.00009207305,0.000655662,0.0001718128,0.00044007687,0.0005259661,0.0015960428],"category_scores_gemma":[0.000078019526,0.00024536977,0.00018714182,0.00034176128,0.0014831191,0.00026976096,0.000060754748,0.00046031908,0.0006427968],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001384233,0.00016881569,0.00027891385,0.00006350139,0.000057075667,0.00002870487,0.09521178,0.00079154124,0.00016157456,0.47821456,0.032458194,0.3925515],"study_design_scores_gemma":[0.00029324074,0.000026249352,0.0031416188,0.000057397567,0.00007850652,0.00000797724,0.030885775,0.0014693384,0.0001015758,0.014220759,0.94940525,0.00031232878],"about_ca_topic_score_codex":0.001396518,"about_ca_topic_score_gemma":0.002567625,"teacher_disagreement_score":0.91694707,"about_ca_system_score_codex":0.00156198,"about_ca_system_score_gemma":0.00020831378,"threshold_uncertainty_score":0.9999999},"labels":[],"label_agreement":null},{"id":"W1982090388","doi":"10.1057/palgrave.sj.8340166","title":"A Case Study in Crime Risk: Jane Doe and the Metropolitan Toronto Police Force","year":2004,"lang":"en","type":"article","venue":"Security Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Harm; Metropolitan area; Lawsuit; Public relations; Airport security; Business; Metropolitan police; Identification (biology); Criminology; Action (physics); Control (management); Political science; Computer security; Psychology; Law; Management; Medicine; Computer science; Economics","score_opus":0.01986930912889853,"score_gpt":0.3454878132470031,"score_spread":0.3256185041181046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982090388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674716,0.00034995266,0.000057613237,0.0011462675,0.00017605958,0.00036803403,0.0000015766018,0.000015176098,0.030413715],"genre_scores_gemma":[0.99793345,0.0011964621,0.00006376289,0.00022072882,0.00028579088,0.0000059065374,9.16769e-8,0.0000046917894,0.00028910732],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99848557,0.00060404296,0.00020765321,0.00011929444,0.00031915735,0.00026431345],"domain_scores_gemma":[0.99953645,0.000054156844,0.00009576961,0.00011240849,0.000047339854,0.00015385267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024852979,0.000079650556,0.0001350151,0.00005031799,0.00092406216,0.00021310062,0.00016349262,0.000035361558,0.0002019985],"category_scores_gemma":[0.000083168605,0.000053884592,0.000055119293,0.00012118561,0.00022306628,0.0003085358,0.000058360798,0.0002646915,0.000007825951],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000655787,0.00029370008,0.004621085,0.0000030248775,0.00004248349,0.00040978857,0.93077403,0.00000818863,0.0000013246347,0.060482115,0.00030426477,0.0029943944],"study_design_scores_gemma":[0.0032036172,0.00013310894,0.005889905,0.0000070086685,0.000044147833,0.00037296605,0.9681416,0.000012041975,5.6714686e-7,0.019149901,0.0029489151,0.00009622906],"about_ca_topic_score_codex":0.6146402,"about_ca_topic_score_gemma":0.7486414,"teacher_disagreement_score":0.13400115,"about_ca_system_score_codex":0.0006953475,"about_ca_system_score_gemma":0.00007051159,"threshold_uncertainty_score":0.7107233},"labels":[],"label_agreement":null},{"id":"W1984154008","doi":"10.1016/j.jebo.2013.06.009","title":"The influence of trust on consumer behavior: An application to recurring food risks in Canada","year":2013,"lang":"en","type":"article","venue":"Journal of Economic Behavior & Organization","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Alberta Prion Research Institute; Canadian Institutes of Health Research; Genome Alberta; Genome Canada","keywords":"Bovine spongiform encephalopathy; Context (archaeology); Business; Consumer behaviour; Control (management); Marketing; Public economics; Economics; Geography; Medicine; Prion protein; Disease","score_opus":0.02404233651252306,"score_gpt":0.3004578476771157,"score_spread":0.2764155111645926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984154008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99875414,0.000004211599,0.000034343222,0.0004692896,0.00019293196,0.00042967653,0.0000023944087,0.000004343153,0.00010864633],"genre_scores_gemma":[0.9996681,0.00009446898,0.000051420473,0.00008113252,0.000047108962,0.00002259068,0.0000020124664,0.000009190852,0.000023977853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913144,0.000071998424,0.00043052435,0.00009178117,0.00014448921,0.00012976679],"domain_scores_gemma":[0.99927586,0.0000238504,0.00027782898,0.0001294248,0.00019589599,0.00009713985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033870566,0.000060162052,0.000108992666,0.00008895581,0.00016158905,0.00005989595,0.00024345912,0.00003510672,0.00019510266],"category_scores_gemma":[0.000049125665,0.000048649395,0.000016370172,0.0001274264,0.00003496563,0.00032673278,0.000020160278,0.00008967866,0.00003230885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008483743,0.00010626528,0.9446449,0.0000021651822,0.000006905999,9.072597e-7,0.004366072,0.005601404,0.003669785,0.0019145784,0.0003220378,0.03935645],"study_design_scores_gemma":[0.00015725738,0.00006689733,0.99277055,0.0000082412735,0.000022306442,0.0000011844025,0.0043213232,0.000017630733,0.00062773353,0.00003545083,0.0019025765,0.00006882633],"about_ca_topic_score_codex":0.5124408,"about_ca_topic_score_gemma":0.7406188,"teacher_disagreement_score":0.228178,"about_ca_system_score_codex":0.0010574462,"about_ca_system_score_gemma":0.00036060283,"threshold_uncertainty_score":0.49080586},"labels":[],"label_agreement":null},{"id":"W1987662731","doi":"10.1080/10410230701283322","title":"SARS Wars: An Examination of the Quantity and Construction of Health Information in the News Media","year":2007,"lang":"en","type":"article","venue":"Health Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":139,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Wilfrid Laurier University","funders":"Wilfrid Laurier University","keywords":"Persuasion; Health communication; Elaboration likelihood model; Context (archaeology); Psychology; Social media; Public health; Perception; Advertising; Publication; The Internet; Health risk; News media; Social psychology; Computer science; Medicine; Environmental health; World Wide Web; Business","score_opus":0.0760300725436525,"score_gpt":0.3998141424643876,"score_spread":0.3237840699207351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987662731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789994,0.00022522094,0.0016999079,0.016161049,0.000096783675,0.00066722796,0.0000029186936,0.000012603005,0.0021348922],"genre_scores_gemma":[0.99223596,0.005050174,0.0018555899,0.000818833,0.000008056309,0.000004831097,0.000023504128,0.0000012302404,0.0000018441023],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99774235,0.0014219679,0.00043401643,0.000042532458,0.00026102623,0.00009810909],"domain_scores_gemma":[0.99899095,0.00012752456,0.00047570615,0.0003081598,0.00007345806,0.000024178033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00819343,0.00003227931,0.00008251686,0.00008873791,0.00033913212,0.000015052807,0.0002219438,0.000032981156,0.0000045830943],"category_scores_gemma":[0.00014750117,0.000023777098,0.000012215247,0.0003170703,0.00023216708,0.00041674075,0.000030329664,0.000088232446,7.162728e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050401104,0.000042709897,0.007934178,0.000040923256,8.447346e-7,2.0945248e-9,0.19236952,0.0000047769304,0.0000038762996,0.11907577,0.00013327689,0.6803891],"study_design_scores_gemma":[0.00014047489,0.000030006582,0.89098257,0.0000349792,0.0000011929233,1.9561442e-7,0.09589866,0.00007777605,0.0000048846887,0.0010063285,0.0118011795,0.000021754428],"about_ca_topic_score_codex":0.030124687,"about_ca_topic_score_gemma":0.0951134,"teacher_disagreement_score":0.8830484,"about_ca_system_score_codex":0.00011282234,"about_ca_system_score_gemma":0.0001195086,"threshold_uncertainty_score":0.9763338},"labels":[],"label_agreement":null},{"id":"W1988315212","doi":"10.1080/15287394.2011.529778","title":"Uncertainty Beyond Probabilities of BSE: Appraisals Predicting Worry and Coping Strategies in the Canadian Public","year":2011,"lang":"en","type":"article","venue":"Journal of Toxicology and Environmental Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Institute of Population and Public Health","funders":"","keywords":"Worry; Psychology; Risk perception; Psychosocial; Coping (psychology); Perception; Social psychology; Bovine spongiform encephalopathy; Conservatism; Disease; Clinical psychology; Anxiety; Medicine; Psychiatry; Political science","score_opus":0.05704621747241702,"score_gpt":0.3182543939202489,"score_spread":0.2612081764478319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988315212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98792213,0.00050221116,0.000014403899,0.00700753,0.00009981787,0.00017575886,0.000003622266,0.0000017413037,0.0042727925],"genre_scores_gemma":[0.9971687,0.0017252809,0.00019684868,0.00083780655,0.00003571476,0.0000030800595,7.420777e-7,0.0000018901235,0.000029937586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901515,0.0003366287,0.0002599301,0.000065383945,0.00012762875,0.00019526397],"domain_scores_gemma":[0.999577,0.00007123941,0.00018143121,0.00004067627,0.0000047198787,0.00012493874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00182763,0.00004760149,0.00013123621,0.00009044801,0.00035449798,0.000023289622,0.00009308949,0.00005674676,0.000106895845],"category_scores_gemma":[0.000027936507,0.000035443714,0.000017506205,0.00004370791,0.0005359798,0.00020623689,0.00001896099,0.00015103526,3.0350483e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006606343,0.00031593526,0.50371116,0.00012346196,0.000040999097,0.000016396132,0.3824279,0.00006512975,0.000045023437,0.081466496,0.001043345,0.030678058],"study_design_scores_gemma":[0.00036879466,0.00056910404,0.62489706,0.00002969754,0.000008202608,0.000022206246,0.35383755,0.00002516369,0.0000016795564,0.0057955584,0.014379247,0.00006569426],"about_ca_topic_score_codex":0.033546887,"about_ca_topic_score_gemma":0.46482563,"teacher_disagreement_score":0.43127874,"about_ca_system_score_codex":0.0001770271,"about_ca_system_score_gemma":0.00027964285,"threshold_uncertainty_score":0.9728888},"labels":[],"label_agreement":null},{"id":"W1988381961","doi":"10.2139/ssrn.2720228","title":"Justice in the Risk Society","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Toronto","funders":"","keywords":"Political science; Risk society; Economic Justice; Law and economics; Sociology; Law; Social science","score_opus":0.018643575720314356,"score_gpt":0.3253262512249302,"score_spread":0.30668267550461586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988381961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64754146,0.003946196,0.018033084,0.10745079,0.00074737053,0.00057305314,0.000001490123,0.000099981175,0.22160655],"genre_scores_gemma":[0.9396386,0.052460827,0.00015034493,0.0013506488,0.0010276908,0.0000036162469,2.6762595e-7,0.0000041494345,0.0053638658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802625,0.0002985057,0.00012446856,0.00008053792,0.0003162666,0.0011539758],"domain_scores_gemma":[0.9997527,0.00004638453,0.00006741529,0.000076388416,0.000023500426,0.00003358885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060522417,0.00005229409,0.00005278314,0.0000278707,0.00073317846,0.0000865306,0.00031867446,0.00003857355,0.00014903946],"category_scores_gemma":[0.000059828562,0.000036164845,0.000094844276,0.00018972834,0.00006801944,0.00017236453,0.000013016684,0.0011417492,0.0001242116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000082195675,0.000094426214,0.0014325489,0.0000014432048,0.00003588389,7.747653e-7,0.051275633,0.00025287454,0.0000060847515,0.7145269,0.0143580055,0.21800719],"study_design_scores_gemma":[0.00031358656,0.00003490053,0.0032465262,0.0000027047158,0.000047094105,0.000008171627,0.18107347,0.00013572365,3.4723e-7,0.06572324,0.7493368,0.00007746822],"about_ca_topic_score_codex":0.000773068,"about_ca_topic_score_gemma":0.046878994,"teacher_disagreement_score":0.73497874,"about_ca_system_score_codex":0.00079037977,"about_ca_system_score_gemma":0.0006273358,"threshold_uncertainty_score":0.970513},"labels":[],"label_agreement":null},{"id":"W1988620300","doi":"10.2139/ssrn.2322394","title":"Effect of Fukushima Nuclear Disaster on the Global Public Acceptance of Nuclear Energy","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Fukushima Nuclear Accident; Nuclear disaster; Nuclear engineering; Business; Environmental science; Nuclear plant; Nuclear physics; Physics; Engineering; Nuclear power plant","score_opus":0.00827322625885282,"score_gpt":0.26310931345223887,"score_spread":0.2548360871933861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988620300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8967168,0.00016591733,0.00012343346,0.008979248,0.00019465758,0.0001887623,0.0000011920595,0.000024735979,0.093605295],"genre_scores_gemma":[0.9964426,0.00202651,0.000008967308,0.00040169718,0.00016846947,0.000003766327,2.7110943e-7,0.000010802831,0.00093690417],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997745,0.00050595484,0.00021669234,0.000116977564,0.00045093862,0.0009644868],"domain_scores_gemma":[0.99940693,0.000066825734,0.0001990678,0.00017145579,0.00007732666,0.000078415724],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017367991,0.00009882195,0.00015573014,0.000043482436,0.00031723847,0.00009744478,0.0005364679,0.0000562177,0.0019482361],"category_scores_gemma":[0.000106189924,0.000062843974,0.00014779923,0.00023432578,0.0002272779,0.00025549994,0.00005224279,0.0003447878,0.00011472639],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003230521,0.000041708558,0.00037187466,0.0000028653592,0.000053213596,1.518962e-7,0.00085888436,0.0000024942324,0.00008465962,0.87857664,0.0019487834,0.118026406],"study_design_scores_gemma":[0.002019985,0.004236604,0.010484443,0.00008788524,0.000121633486,0.000021227912,0.061675034,0.00023331452,0.00007332608,0.23345767,0.6870472,0.00054171035],"about_ca_topic_score_codex":0.0010578429,"about_ca_topic_score_gemma":0.0020156251,"teacher_disagreement_score":0.6850984,"about_ca_system_score_codex":0.0005160366,"about_ca_system_score_gemma":0.0002198759,"threshold_uncertainty_score":0.99896413},"labels":[],"label_agreement":null},{"id":"W1988662395","doi":"10.1016/j.ypmed.2013.08.013","title":"Can health equity survive epidemiology? Standards of proof and social determinants of health","year":2013,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Equity (law); Positive economics; Health equity; Medicine; Social determinants of health; Value (mathematics); Pluralism (philosophy); Interpretation (philosophy); Context (archaeology); Scientific evidence; Health policy; Social epidemiology; Public economics; Public relations; Law and economics; Public health; Epistemology; Sociology; Political science; Economics; Law; Computer science","score_opus":0.14322632932150686,"score_gpt":0.497773052467163,"score_spread":0.35454672314565616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988662395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82179785,0.0027783583,0.0045550005,0.1547138,0.00073155336,0.0037401156,0.00014118325,0.000047541293,0.0114946375],"genre_scores_gemma":[0.9972669,0.0010322836,0.00016944969,0.000721379,0.00008788209,0.000021850496,0.0000058493365,0.000004304757,0.00069011026],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971602,0.0014250417,0.00058036693,0.00017032782,0.00036761866,0.0002964319],"domain_scores_gemma":[0.99883384,0.00014807987,0.0006104217,0.00008275169,0.00021473359,0.000110190726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009005822,0.000079141515,0.0005976823,0.00007139579,0.00023241306,0.0000021020223,0.00011533282,0.000038572834,0.0004376991],"category_scores_gemma":[0.0005973413,0.0000615543,0.000037672955,0.000120373785,0.000944074,0.000058655023,0.000093790375,0.000071153096,9.4443106e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001825141,0.00011180806,0.09930981,0.00052185886,0.000040524643,2.3391316e-7,0.13220544,3.256044e-7,0.00002925681,0.009682499,0.019547418,0.73853254],"study_design_scores_gemma":[0.0010227186,0.0009148777,0.91604096,0.00033876937,0.000021604417,2.8081135e-7,0.047597427,0.000027911536,0.000023372591,0.021281572,0.012613852,0.00011664064],"about_ca_topic_score_codex":0.056922443,"about_ca_topic_score_gemma":0.021598361,"teacher_disagreement_score":0.81673115,"about_ca_system_score_codex":0.00018972106,"about_ca_system_score_gemma":0.00038156236,"threshold_uncertainty_score":0.9962549},"labels":[],"label_agreement":null},{"id":"W1988695350","doi":"10.15173/jpc.v2i1.114","title":"Risk Communication and the Disclosure Dilemma: The Case of Ottawa's Endoscopy Infection 'Scare'","year":2013,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"McMaster University","keywords":"Dilemma; Risk communication; Medicine; Endoscopy; General surgery; Political science; Public relations; Surgery; Risk analysis (engineering)","score_opus":0.01798422884084416,"score_gpt":0.34713291795576395,"score_spread":0.3291486891149198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988695350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95491666,0.0014211829,0.00022615289,0.038495883,0.0002298783,0.0006461701,0.0000030436975,0.000010856637,0.0040501966],"genre_scores_gemma":[0.99068,0.007945561,0.0007684542,0.00014338255,0.00006602883,0.000038113365,0.0000037908567,0.000005418005,0.0003492772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99541473,0.0036592758,0.00048352138,0.000054854125,0.00029250045,0.0000951279],"domain_scores_gemma":[0.99677634,0.0010697865,0.0010604331,0.00049394136,0.00055108755,0.000048392467],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0047222553,0.00007209029,0.00014885169,0.000067774345,0.0015697809,0.00008656014,0.0005099832,0.000065985434,0.00016733262],"category_scores_gemma":[0.00055404624,0.000036835885,0.00009187379,0.00018667283,0.0007803772,0.0005234606,0.00021105341,0.0004951289,0.000006923197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002632958,0.000591584,0.042817485,0.00005455514,0.00026447972,0.0000029954317,0.12422688,0.00014421683,0.0003447458,0.6876147,0.04952826,0.09414681],"study_design_scores_gemma":[0.005426266,0.00021017758,0.54279447,0.0005830746,0.0004910148,0.00016179556,0.13353199,0.0014860354,0.00012174594,0.13761249,0.17723952,0.0003414486],"about_ca_topic_score_codex":0.013995503,"about_ca_topic_score_gemma":0.0044377646,"teacher_disagreement_score":0.5500022,"about_ca_system_score_codex":0.000060681923,"about_ca_system_score_gemma":0.000073873234,"threshold_uncertainty_score":0.99973005},"labels":[],"label_agreement":null},{"id":"W1990099509","doi":"10.1080/17448689.2014.919179","title":"Bridging Troubled Waters: History as Political Opportunity Structure","year":2014,"lang":"en","type":"article","venue":"Journal of Civil Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Cambridge Trust; Cambridge Commonwealth Trust; Commonwealth Scholarship Commission; International Fund for Animal Welfare","keywords":"Political opportunity; Politics; Opportunity structures; Bridging (networking); Civil society; Political science; Sociology; Political economy; Public relations; Social movement; Law","score_opus":0.030284663634494252,"score_gpt":0.2982570619954388,"score_spread":0.26797239836094455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990099509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5971569,0.00016280859,0.009643645,0.040803377,0.0036926768,0.0002441973,0.0000033513102,0.00010580469,0.34818724],"genre_scores_gemma":[0.9892514,0.00013601196,0.0004795739,0.0048110364,0.0012180089,4.4132616e-7,8.878211e-7,0.000008071292,0.004094571],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985151,0.00021755189,0.0002781136,0.000091673086,0.00057477114,0.00032277266],"domain_scores_gemma":[0.9990632,0.000041992513,0.00020957476,0.00010025638,0.00016629069,0.00041867694],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013374817,0.00008397061,0.00018754245,0.000034276043,0.00023557423,0.000052415704,0.00023189314,0.00009819845,0.0025327862],"category_scores_gemma":[0.00019272753,0.000070128415,0.00030444775,0.00005841994,0.0002210852,0.0002790308,0.00003429714,0.00028826442,0.000017628265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000216144,0.00012135528,0.0014878926,0.000037345086,0.00013333022,0.000012551867,0.052055307,0.000028039809,0.0007823281,0.16286719,0.7717224,0.010730664],"study_design_scores_gemma":[0.00044524527,0.000061524326,0.0025624225,0.00001806772,0.000044137687,0.000008451331,0.008148452,0.000094333096,0.000016297123,0.0060477,0.98244417,0.00010919537],"about_ca_topic_score_codex":0.0004045806,"about_ca_topic_score_gemma":0.00025037583,"teacher_disagreement_score":0.3920945,"about_ca_system_score_codex":0.00077680463,"about_ca_system_score_gemma":0.0003402659,"threshold_uncertainty_score":0.99837905},"labels":[],"label_agreement":null},{"id":"W1990406195","doi":"10.1108/ijesm-08-2013-0004","title":"Evaluating public consultation in nuclear energy: the importance of problem structuring and scale","year":2014,"lang":"en","type":"article","venue":"International Journal of Energy Sector Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Framing (construction); Structuring; Public relations; Process management; Citizen journalism; Public policy; Government (linguistics); Process (computing); Frame analysis; Management science; Political science; Business; Content analysis; Computer science; Engineering; Sociology; Civil engineering; Social science","score_opus":0.030750174987754265,"score_gpt":0.32556839598986403,"score_spread":0.29481822100210975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990406195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9283746,0.00010538897,0.0047806916,0.005989355,0.00068587036,0.00010943393,0.0000012978911,0.000013994037,0.0599394],"genre_scores_gemma":[0.99597585,0.00051239,0.0025236947,0.00044878304,0.00016743536,0.0000039267497,0.0000012142687,0.0000062010554,0.00036051843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858654,0.00018092318,0.00037589978,0.00009877262,0.00064842415,0.00010945824],"domain_scores_gemma":[0.9991937,0.0000695708,0.0003924963,0.0000678092,0.00023561007,0.000040805422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001183963,0.00006126811,0.00009760108,0.00021380415,0.00008294547,0.00009390223,0.00033144988,0.000022575727,0.00015480406],"category_scores_gemma":[0.000076647986,0.000048121918,0.000040887146,0.00012598687,0.000095901494,0.00023256842,0.000087431814,0.00005384684,4.6502376e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003906742,0.000043576965,0.0051461905,0.00001023287,0.000113517635,0.0000051070842,0.003365216,0.0013985187,0.00025423575,0.8380475,0.00033551006,0.1512413],"study_design_scores_gemma":[0.0039520995,0.0002670461,0.15877327,0.0003200314,0.00009019066,0.00001450957,0.019413171,0.008651201,0.00015041971,0.08292299,0.7250595,0.00038558597],"about_ca_topic_score_codex":0.00044663317,"about_ca_topic_score_gemma":0.0027624152,"teacher_disagreement_score":0.75512457,"about_ca_system_score_codex":0.000117718715,"about_ca_system_score_gemma":0.000021209113,"threshold_uncertainty_score":0.1962355},"labels":[],"label_agreement":null},{"id":"W1990941152","doi":"10.1016/s1353-8292(01)00041-7","title":"Community responses and coping strategies in the vicinity of a petroleum refinery in Oakville, Ontario","year":2002,"lang":"en","type":"article","venue":"Health & Place","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Victoria; University of Windsor","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Refinery; Oil refinery; Coping (psychology); Perception; Focus group; Psychology; Environmental health; Business; Environmental planning; Engineering; Geography; Marketing; Medicine; Waste management; Psychiatry","score_opus":0.10801404338850584,"score_gpt":0.37061512205138974,"score_spread":0.2626010786628839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990941152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94670403,0.00022964521,0.00000822143,0.014191373,0.000035493762,0.00019412122,0.0000013395066,0.000011960818,0.03862382],"genre_scores_gemma":[0.99513763,0.0013558626,0.000081025726,0.0016756245,0.000010232772,0.000010221925,9.3396835e-7,0.0000021036285,0.0017263805],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99758756,0.0017684163,0.00020738378,0.00007395213,0.00017231978,0.00019038863],"domain_scores_gemma":[0.9994207,0.00031413604,0.0000741726,0.0001398733,0.000012799079,0.000038323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003191091,0.00005120114,0.00013150577,0.000088649555,0.00033405187,0.000033379514,0.00013667952,0.000033501947,0.00012750279],"category_scores_gemma":[0.00008903905,0.000041883035,0.00001221775,0.0001798708,0.00013087227,0.00011050666,0.00003163679,0.0003043772,0.0000044748613],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013338984,0.00031890516,0.06032437,0.00014421348,0.000003433559,0.0000059759204,0.9029634,0.00014647639,0.0000066280595,0.018137112,0.014369918,0.0034461909],"study_design_scores_gemma":[0.00042268477,0.000120178156,0.5990311,0.00008089638,0.00000135484,7.7117255e-7,0.2167635,0.00006561377,2.0025568e-7,0.00031072003,0.18314055,0.0000624638],"about_ca_topic_score_codex":0.6404377,"about_ca_topic_score_gemma":0.9631644,"teacher_disagreement_score":0.6861999,"about_ca_system_score_codex":0.00020990038,"about_ca_system_score_gemma":0.00019706564,"threshold_uncertainty_score":0.36195666},"labels":[],"label_agreement":null},{"id":"W1991257448","doi":"10.1080/10937400701876293","title":"Risk Communication of Endocrine-Disrupting Chemicals: Improving Knowledge Translation and Transfer","year":2008,"lang":"en","type":"article","venue":"Journal of Toxicology and Environmental Health Part B","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Trustworthiness; Risk communication; Knowledge transfer; Perception; Computer science; Endocrine system; Knowledge management; Public opinion; Sociology of scientific knowledge; Uncertainty; Risk analysis (engineering); Internet privacy; Psychology; Business; Medicine; Political science; Sociology","score_opus":0.06641409478318999,"score_gpt":0.3515957114805121,"score_spread":0.2851816166973221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991257448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931916,0.004111862,0.00034135266,0.0015674379,0.00006426834,0.00012622324,0.0000037787374,0.000003750358,0.0005897507],"genre_scores_gemma":[0.9512486,0.047842123,0.0006365702,0.00012352863,0.000049642465,0.000001953593,0.0000017016816,0.0000031194347,0.0000927471],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906737,0.00030757347,0.00034106895,0.00006623953,0.00009210889,0.00012563821],"domain_scores_gemma":[0.9995537,0.00011545493,0.00017439482,0.00004788805,0.0000056135686,0.00010296963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008199052,0.00004999075,0.00015635543,0.000044429828,0.00041989607,0.0000035081066,0.000054961878,0.000050492323,0.00007644616],"category_scores_gemma":[0.000019051022,0.00004693894,0.000033422126,0.00002879629,0.00035735805,0.00012966726,0.000015399342,0.00015331681,0.0000010895455],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022135543,0.0007548526,0.061878983,0.00016337581,0.00007019546,0.0000056443255,0.17436318,0.000046212557,0.009424427,0.00061699195,0.0010998012,0.751355],"study_design_scores_gemma":[0.0073351283,0.0026004375,0.45069742,0.00023118571,0.00021755912,0.000274498,0.070356004,0.0013918059,0.002251365,0.00075573585,0.46332064,0.0005682013],"about_ca_topic_score_codex":0.00011387788,"about_ca_topic_score_gemma":0.0002618274,"teacher_disagreement_score":0.7507868,"about_ca_system_score_codex":0.00006394916,"about_ca_system_score_gemma":0.00003353229,"threshold_uncertainty_score":0.32295436},"labels":[],"label_agreement":null},{"id":"W1992035494","doi":"10.1038/nbt0303-229a","title":"Why reinvent risk?","year":2003,"lang":"en","type":"letter","venue":"Nature Biotechnology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Business","score_opus":0.011528985988669097,"score_gpt":0.2906065767229407,"score_spread":0.27907759073427163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992035494","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005191639,0.001202808,0.00017501024,0.94837636,0.0029906635,0.00041610727,0.000019499694,0.0005972812,0.04617036],"genre_scores_gemma":[0.0001952016,0.007846396,0.0008644234,0.96318144,0.0020720284,0.000034151162,0.000056640663,0.00003557864,0.025714133],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771017,0.0003745022,0.00021348071,0.00060332066,0.00050145446,0.0005970695],"domain_scores_gemma":[0.99894595,0.000046724683,0.00023170853,0.00065948296,0.000068871595,0.00004724303],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00048286683,0.0002542469,0.00030684576,0.0004542098,0.00043815334,0.000057345762,0.00080095994,0.012214277,0.0016815487],"category_scores_gemma":[0.0004125242,0.00024209947,0.0001739579,0.00049150136,0.00060273294,0.00004522744,0.00010853814,0.008268806,0.0005514618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000130525,0.000010833371,0.000006887237,0.0000110161045,0.000033338838,0.00007677291,0.00015641117,1.3696722e-7,0.000008711777,0.015544569,0.977934,0.0062159994],"study_design_scores_gemma":[0.000106895495,0.000027792299,0.000008940959,0.000012114657,0.000045553526,0.0000022073978,0.0002925775,5.894914e-7,0.000040286526,0.003789573,0.9954041,0.00026934448],"about_ca_topic_score_codex":0.0012814391,"about_ca_topic_score_gemma":0.0017484091,"teacher_disagreement_score":0.020456228,"about_ca_system_score_codex":0.0002933743,"about_ca_system_score_gemma":0.000093880524,"threshold_uncertainty_score":0.99923104},"labels":[],"label_agreement":null},{"id":"W1992274231","doi":"10.1037/h0087172","title":"How responsible are people for their employment situation? An application of the triangle model of responsibility.","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Behavioural Science/Revue canadienne des sciences du comportement","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of Alberta","funders":"","keywords":"Psychology; Social psychology; Social responsibility; Public relations; Political science","score_opus":0.17400138669651685,"score_gpt":0.30159195221545737,"score_spread":0.12759056551894052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992274231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98809737,0.00007311519,0.0016957435,0.008420594,0.0004441378,0.0008363089,0.000059047186,0.000005955792,0.00036771604],"genre_scores_gemma":[0.99735504,0.00002228786,0.0019192937,0.00009167662,0.000060285667,0.000025224112,0.000001332326,0.0000068767367,0.00051797286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975867,0.00020711684,0.00067840517,0.00033713324,0.0005333888,0.00065720733],"domain_scores_gemma":[0.99646235,0.00007908013,0.0010164902,0.00038968914,0.0011593838,0.0008930243],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006695009,0.00014599199,0.00032785552,0.00066565204,0.0021896926,0.00020982687,0.0016025922,0.000052420113,0.000074073614],"category_scores_gemma":[0.0005207662,0.00011134025,0.00019504056,0.0017508169,0.003769157,0.0009472332,0.000044417266,0.000098867014,4.255727e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086445805,0.0005273623,0.65857524,0.000066138964,0.000038244212,0.000007776727,0.1896318,0.017708275,0.011233361,0.08926431,0.0013653015,0.031495757],"study_design_scores_gemma":[0.0019429924,0.002009364,0.70321053,0.00028710725,0.00021691082,0.00003608113,0.1564282,0.098913655,0.0021596672,0.023980906,0.010028249,0.00078635674],"about_ca_topic_score_codex":0.060598005,"about_ca_topic_score_gemma":0.88867754,"teacher_disagreement_score":0.8280795,"about_ca_system_score_codex":0.0014512845,"about_ca_system_score_gemma":0.0025925273,"threshold_uncertainty_score":0.9991093},"labels":[],"label_agreement":null},{"id":"W1992351052","doi":"10.1007/s11166-007-9023-8","title":"Predicted risk perception and risk-taking behavior: The case of impaired driving","year":2007,"lang":"en","type":"article","venue":"Journal of Risk and Uncertainty","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal; HEC Montréal","funders":"","keywords":"Conviction; Risk perception; Perception; License; Psychology; Social psychology; Cognitive psychology; Political science; Law","score_opus":0.0157210387467877,"score_gpt":0.31287069021295744,"score_spread":0.29714965146616973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992351052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965672,0.00023182592,0.0021929257,0.00010162545,0.0002182812,0.00017146091,0.000014932553,0.000013467319,0.0004882889],"genre_scores_gemma":[0.9829282,0.016219689,0.00050438,0.00001718858,0.0002674279,0.0000012138321,5.884664e-7,0.000005931153,0.000055376073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985354,0.0004357815,0.00042817145,0.00011406679,0.00028111486,0.00020548503],"domain_scores_gemma":[0.99776244,0.000309096,0.0014897644,0.000103250524,0.00018280522,0.00015264776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045739673,0.00009646572,0.00018762752,0.0001322664,0.0008828072,0.000071854185,0.000110019515,0.0000805366,0.00009685973],"category_scores_gemma":[0.00076531887,0.00006297089,0.0001022022,0.00017319378,0.00031909908,0.00019324248,0.000041409538,0.00034181785,5.456251e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065200315,0.00005589048,0.5611502,0.000004745265,0.000038533442,0.000067377005,0.038815606,0.000119435885,0.00006165528,0.00019003941,0.00028677282,0.39914453],"study_design_scores_gemma":[0.00055483636,0.00013189722,0.9118751,0.000031760614,0.00035280117,0.00010872098,0.08211577,0.0005622299,0.000002993707,0.0003990113,0.0037829974,0.000081826955],"about_ca_topic_score_codex":0.019004304,"about_ca_topic_score_gemma":0.024721462,"teacher_disagreement_score":0.3990627,"about_ca_system_score_codex":0.000083787556,"about_ca_system_score_gemma":0.00004200281,"threshold_uncertainty_score":0.99307483},"labels":[],"label_agreement":null},{"id":"W1994443109","doi":"10.4000/vertigo.4704","title":"L’évaluation pré/post des effets de la communication du risque sur la perception du risque : l'exemple de la pêche sportive dans le Saint-Laurent autour de Montréal","year":2003,"lang":"fr","type":"article","venue":"VertigO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Sante Montreal; Health Canada","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.013416635519897354,"score_gpt":0.2686805874932999,"score_spread":0.25526395197340257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994443109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91683596,0.00090569456,0.04445456,0.0034375817,0.00018001207,0.0005423383,0.0000143031875,0.00014449697,0.03348502],"genre_scores_gemma":[0.97467536,0.012468395,0.008759352,0.00030128265,0.00014269796,0.00012781227,0.00005151556,0.00004073844,0.0034328708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9896439,0.008528224,0.0004284456,0.00036781796,0.00044257924,0.00058908184],"domain_scores_gemma":[0.9982266,0.0006835667,0.00022577801,0.00038976318,0.00021576039,0.00025857618],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006402758,0.00027804074,0.00026258535,0.000120635996,0.0013220074,0.00025340376,0.0003662479,0.0004356732,0.00061079883],"category_scores_gemma":[0.0011675789,0.0003088024,0.00020321725,0.00038408148,0.00109765,0.00050812546,0.0000938488,0.0004128278,0.00013101775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012662969,0.0025302677,0.44787163,0.00014663991,0.00018339626,0.0000519105,0.29141453,0.01840223,0.0077985097,0.13509226,0.021489564,0.07489245],"study_design_scores_gemma":[0.001207942,0.00008840644,0.7656163,0.00013437278,0.00018464633,0.000022164579,0.018886691,0.016049625,0.00039562854,0.010616588,0.18643942,0.0003582432],"about_ca_topic_score_codex":0.16514033,"about_ca_topic_score_gemma":0.04262299,"teacher_disagreement_score":0.31774464,"about_ca_system_score_codex":0.003542504,"about_ca_system_score_gemma":0.0006467473,"threshold_uncertainty_score":0.9999781},"labels":[],"label_agreement":null},{"id":"W1994861321","doi":"10.1002/j.2334-5837.2007.tb02976.x","title":"10.5.0 Panel 10.5.0: Cultural, Psychological and Motivational Factors in Risk Management: “<i>Major Issues</i>” or “<i>Let's Not Go There</i>”","year":2007,"lang":"en","type":"article","venue":"INCOSE International Symposium","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada); University of Toronto","funders":"University of Missouri","keywords":"Acknowledgement; Feeling; Worry; Risk perception; Risk management; Perception; Psychology; Public relations; Social psychology; Business; Political science; Computer science; Computer security; Psychiatry","score_opus":0.047921357373446445,"score_gpt":0.3620173668720789,"score_spread":0.3140960094986325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994861321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64652395,0.000033710727,0.00022957771,0.0063765384,0.00065589586,0.0004899324,0.000043389784,0.00013236224,0.34551466],"genre_scores_gemma":[0.9065536,0.0021066717,0.00065083464,0.0007245914,0.0004551098,0.000035549474,0.00006618693,0.000017418697,0.089390025],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761873,0.00013301265,0.00047369723,0.00050223107,0.00085916044,0.0004131865],"domain_scores_gemma":[0.9991269,0.00019953493,0.00018535796,0.00017336909,0.00015003482,0.00016479437],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010817314,0.0002277293,0.00019057503,0.00020239232,0.00033372067,0.00023408173,0.00053834566,0.00016168071,0.012685371],"category_scores_gemma":[0.00014821572,0.0001774533,0.000087414,0.00032204489,0.00028068083,0.00051577145,0.00018673265,0.00021677473,0.00080613396],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056273057,0.005634837,0.20860349,0.00012065127,0.0011753814,0.0009088418,0.056993596,0.000449735,0.0034142842,0.25731376,0.19778103,0.26197708],"study_design_scores_gemma":[0.0009987244,0.00008082022,0.1739388,0.000028882925,0.00001917185,0.0000031665177,0.0033582798,0.00003533434,0.00007286264,0.000799534,0.8203954,0.00026903345],"about_ca_topic_score_codex":0.0016007992,"about_ca_topic_score_gemma":0.0022488309,"teacher_disagreement_score":0.6226144,"about_ca_system_score_codex":0.00030583487,"about_ca_system_score_gemma":0.000013386199,"threshold_uncertainty_score":0.99997187},"labels":[],"label_agreement":null},{"id":"W1994863747","doi":"10.1526/003601107781170017","title":"Nuclear Families and Nuclear Risks: The Effects of Gender, Geography, and Progeny on Attitudes toward a Nuclear Waste Facility*","year":2007,"lang":"en","type":"article","venue":"Rural Sociology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Nuclear family; Nuclear power; Salient; Nuclear power plant; Socioeconomic status; Rural area; Demographic economics; Sample (material); Geography; Economic growth; Socioeconomics; Sociology; Political science; Demography; Economics; Population; Law","score_opus":0.030788824444730023,"score_gpt":0.31677933061423813,"score_spread":0.2859905061695081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994863747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945723,0.00042649615,0.000004952723,0.0012353974,0.00015980922,0.00043611994,0.0000042615957,0.00007455118,0.0030861418],"genre_scores_gemma":[0.995009,0.004097652,0.00006850831,0.0006920928,0.000070528586,0.0000042938573,0.0000013677794,0.00000983675,0.000046717112],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988131,0.00028063546,0.00017510723,0.00021266018,0.00018449499,0.0003340128],"domain_scores_gemma":[0.9994456,0.00021175503,0.00007923449,0.00013830529,0.000032171018,0.000092936956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071861676,0.00012601637,0.00020830063,0.00006698098,0.00058482675,0.000032655316,0.00017811205,0.00016108697,0.000101201746],"category_scores_gemma":[0.00010124017,0.00009162934,0.00008590033,0.00007964352,0.0021631562,0.00007426167,0.00012703365,0.00017198392,0.000038732287],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033520017,0.0003169779,0.06872009,0.00043524257,0.00039975002,0.000014814675,0.5199519,0.000005024781,0.005564781,0.3066489,0.00395676,0.09365058],"study_design_scores_gemma":[0.0008005178,0.00065934565,0.71842927,0.000031305157,0.000075353266,0.0000021064843,0.17664646,0.000019107885,0.000018271205,0.0028114824,0.100220166,0.00028661318],"about_ca_topic_score_codex":0.0013603834,"about_ca_topic_score_gemma":0.00011124629,"teacher_disagreement_score":0.64970917,"about_ca_system_score_codex":0.00003293817,"about_ca_system_score_gemma":0.000009187399,"threshold_uncertainty_score":0.79702395},"labels":[],"label_agreement":null},{"id":"W1996204046","doi":"10.1111/j.1539-6924.2006.00749.x","title":"Place, Culture, and the Social Amplification of Risk","year":2006,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Alberta Environment and Protected Areas; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Situated; Risk communication; Public relations; Environmental planning; Business; Political science; Sociology; Geography","score_opus":0.008386549267221436,"score_gpt":0.2933577475421147,"score_spread":0.28497119827489326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996204046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89345044,0.00063493574,0.024195908,0.0016188963,0.000071289636,0.0003260309,0.000058943948,0.00007471873,0.07956885],"genre_scores_gemma":[0.9930269,0.0035347727,0.00026884934,0.00002219105,0.000162171,0.0000072082644,0.000012377343,0.0000020713112,0.0029634754],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99903136,0.0003785559,0.0001527087,0.000115381954,0.0002314078,0.0000905893],"domain_scores_gemma":[0.999549,0.000071540024,0.00020357242,0.00009878426,0.000058569774,0.00001855493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009799466,0.00004669767,0.00014265484,0.00009185356,0.00071862043,0.00004940615,0.0000994533,0.000039870833,0.00011649315],"category_scores_gemma":[0.000072044204,0.000031008196,0.00015491701,0.00083119085,0.00034941503,0.000049747956,0.00001737485,0.0000562669,0.00001437896],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009816671,0.0001518422,0.27437893,0.000006819331,0.0011871081,2.8274502e-7,0.10829532,0.001943609,0.00002356365,0.54374045,0.029648887,0.040525015],"study_design_scores_gemma":[0.0006777776,0.0000043560954,0.819656,0.0000010330543,0.0032713078,1.7997253e-8,0.023273654,0.0018172287,0.00000565868,0.014484753,0.13669248,0.000115718285],"about_ca_topic_score_codex":0.04621446,"about_ca_topic_score_gemma":0.026301688,"teacher_disagreement_score":0.5452771,"about_ca_system_score_codex":0.000021772386,"about_ca_system_score_gemma":0.000008606104,"threshold_uncertainty_score":0.99146575},"labels":[],"label_agreement":null},{"id":"W1997466337","doi":"10.1177/0963662509335410","title":"In the public interest: assessing expert and stakeholder influence in public deliberation about biobanks","year":2009,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Deliberation; Stakeholder; Prima facie; Experiential knowledge; Public relations; Public participation; Biobank; Political science; Engineering ethics; Knowledge management; Epistemology; Computer science; Engineering; Law","score_opus":0.29838816263940077,"score_gpt":0.38839630512434764,"score_spread":0.09000814248494687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997466337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86598504,0.00012371768,0.0051728073,0.10556135,0.00018659468,0.00034182536,5.8706877e-7,0.00004108977,0.022586962],"genre_scores_gemma":[0.99703497,0.00030555675,0.00035014164,0.0022135423,0.000030953925,0.000009727385,7.84488e-7,0.0000034687694,0.000050865066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9976378,0.00023324962,0.0003434357,0.0003726027,0.00082552206,0.0005874002],"domain_scores_gemma":[0.99924576,0.00010821317,0.00013928342,0.00022081025,0.00014351243,0.000142424],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005597124,0.0001111099,0.00013561438,0.0009667375,0.00091576914,0.0026136606,0.00077094353,0.00006361236,0.000058624664],"category_scores_gemma":[0.0009150154,0.00008974163,0.000022964696,0.003019589,0.0023522598,0.00692013,0.00008095361,0.00018276874,0.0000019783138],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019433792,0.000119507604,0.0055060997,0.0000049569367,0.0000014739604,0.0000033206097,0.035482142,0.0000028372972,0.0012155849,0.9383353,0.00043803878,0.018888813],"study_design_scores_gemma":[0.0013597282,0.0001761616,0.39584333,0.00021127787,0.0000060166567,0.000009916227,0.445362,0.0018960721,0.000079595084,0.1017364,0.052600954,0.0007185553],"about_ca_topic_score_codex":0.00030179656,"about_ca_topic_score_gemma":0.003581673,"teacher_disagreement_score":0.8365989,"about_ca_system_score_codex":0.00073809066,"about_ca_system_score_gemma":0.00045852124,"threshold_uncertainty_score":0.9984217},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["sts","scholarly_communication"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1999672436","doi":"10.2495/bf100151","title":"The Sydney tar ponds: lessons learned from Canada’s first superfund level project","year":2010,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"tar (computing); Superfund; Environmental science; Waste management; Engineering; Computer science; Hazardous waste","score_opus":0.04093552929590825,"score_gpt":0.26773609081823785,"score_spread":0.2268005615223296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999672436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5774101,0.00008709066,0.0031010013,0.4032859,0.0018760983,0.001278903,0.0001261843,0.000054863303,0.012779872],"genre_scores_gemma":[0.9838003,0.0027275456,0.000055597255,0.0008394256,0.00005408883,0.00012786183,0.0000029772114,0.000007083081,0.012385123],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990221,0.00021230428,0.00012591964,0.00021062448,0.00018837178,0.0002406591],"domain_scores_gemma":[0.99926114,0.00039462632,0.000036713565,0.00023689707,0.000004860387,0.00006574503],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053794286,0.00009893381,0.00010398717,0.000022220196,0.0029906572,0.000045892815,0.00021127112,0.00008962083,0.0013796812],"category_scores_gemma":[0.00001975346,0.000061201914,0.000045410696,0.00004018708,0.00087323587,0.0000489473,0.000008459471,0.00033394902,0.000060733048],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018703687,0.0022859594,0.0090513425,0.000026659349,0.0020987103,0.00004750919,0.16290672,0.0061363736,0.0009986456,0.3446199,0.042908866,0.42704895],"study_design_scores_gemma":[0.00086288125,0.00003861892,0.050729614,0.0000020851412,0.00007092501,6.9804264e-7,0.008346854,0.00012504419,0.000028384848,0.0020239847,0.9376481,0.00012281227],"about_ca_topic_score_codex":0.3900284,"about_ca_topic_score_gemma":0.97895986,"teacher_disagreement_score":0.8947392,"about_ca_system_score_codex":0.00013849314,"about_ca_system_score_gemma":0.00016555919,"threshold_uncertainty_score":0.9995332},"labels":[],"label_agreement":null},{"id":"W1999736784","doi":"10.1289/ehp.6224","title":"Risk management and precaution: insights on the cautious use of evidence.","year":2003,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"False positive paradox; False positives and false negatives; Precautionary principle; Dilemma; Predictive value; Risk management; Risk analysis (engineering); Risk assessment; Value (mathematics); Actuarial science; Medicine; Computer science; Business; Computer security; Epistemology","score_opus":0.09271535023228655,"score_gpt":0.34044770191110885,"score_spread":0.2477323516788223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999736784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9592413,0.0053078793,0.00035564895,0.007969949,0.0002206565,0.0017789445,0.000012799353,0.000053057924,0.02505979],"genre_scores_gemma":[0.93974704,0.055869807,0.00040026353,0.00039489352,0.0000244822,0.000031283198,5.6710513e-7,0.0000056822655,0.0035260061],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833435,0.00074029673,0.00015249493,0.00024250823,0.00034109937,0.00018926097],"domain_scores_gemma":[0.99945396,0.00015442708,0.00011290821,0.00018133936,0.000004174896,0.00009317666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055390014,0.000089634086,0.000100598016,0.00005464046,0.0008279482,0.000030221323,0.00007800349,0.000028897854,0.0004860177],"category_scores_gemma":[0.00005527287,0.00006059491,0.000037447073,0.00009159608,0.0005234205,0.00017351842,0.000034366065,0.000102195554,0.000039931387],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003817026,0.00053295697,0.008330232,0.000028337296,0.000064244894,0.0000025507227,0.26694456,0.0000711411,0.000010763414,0.7026768,0.004484804,0.016815478],"study_design_scores_gemma":[0.00028289985,0.0003328582,0.26070353,0.00008025081,0.000022783239,6.67661e-7,0.27930948,0.000020553469,0.000021103619,0.0037603732,0.45530248,0.0001630007],"about_ca_topic_score_codex":0.0008464905,"about_ca_topic_score_gemma":0.00031944268,"teacher_disagreement_score":0.6989164,"about_ca_system_score_codex":0.00041881282,"about_ca_system_score_gemma":0.000020026582,"threshold_uncertainty_score":0.6367992},"labels":[],"label_agreement":null},{"id":"W1999898301","doi":"10.1016/j.actaastro.2009.01.002","title":"Transcultural group performance in extreme environment: Issues, concepts and emerging theory","year":2009,"lang":"en","type":"article","venue":"Acta Astronautica","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec en Outaouais","funders":"Canadian Space Agency; Polar Knowledge Canada","keywords":"Crew; Psychosocial; Coping (psychology); Grounded theory; Limiting; Psychology; Social psychology; Engineering; Applied psychology; Sociology; Qualitative research; Psychotherapist; Aeronautics; Mechanical engineering; Social science","score_opus":0.027464488508740385,"score_gpt":0.28968061557411473,"score_spread":0.26221612706537434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999898301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.951097,0.00038761384,0.00038328386,0.011113223,0.000093502305,0.0003128448,0.0000016114169,0.000066215034,0.036544718],"genre_scores_gemma":[0.9943877,0.0017174005,0.00057359424,0.00022472112,0.00006811609,0.0000065452973,0.000004582589,0.0000038856683,0.0030134893],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99907863,0.00011499207,0.00012781039,0.00018152091,0.00021272466,0.00028433438],"domain_scores_gemma":[0.9997876,0.00001505367,0.000025348754,0.00009093147,0.0000041793232,0.00007686897],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042193392,0.0000884387,0.00009715699,0.00004003213,0.00020647197,0.000037923317,0.00011944006,0.00003957658,0.0009776972],"category_scores_gemma":[0.000009040011,0.00008079347,0.000025540121,0.000068455134,0.00018200201,0.00027500687,0.00001587141,0.000095843054,0.000031398085],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007064022,0.00018843632,0.012483736,0.000010453318,0.000015956977,0.0000052745077,0.07931849,0.00003300301,0.0020819304,0.1372347,0.00079382816,0.76776356],"study_design_scores_gemma":[0.00043336302,0.00008525017,0.50181943,0.000016622635,0.000010875044,4.921608e-7,0.0083820205,0.00016041305,0.000010421846,0.00084307883,0.4880944,0.0001436417],"about_ca_topic_score_codex":0.000077925804,"about_ca_topic_score_gemma":0.00014247787,"teacher_disagreement_score":0.7676199,"about_ca_system_score_codex":0.000057238824,"about_ca_system_score_gemma":0.0000068636587,"threshold_uncertainty_score":0.99993557},"labels":[],"label_agreement":null},{"id":"W2005123697","doi":"10.1111/j.0272-4332.2004.00416.x","title":"Discrimination, Vulnerability, and Justice in the Face of Risk","year":2004,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":237,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Vulnerability (computing); Environmental justice; Social vulnerability; Race (biology); Economic Justice; Psychology; Social psychology; Risk perception; Perception; Risk assessment; Environmental health; Criminology; Sociology; Political science; Psychological resilience; Medicine; Computer security; Gender studies","score_opus":0.022282098319760347,"score_gpt":0.34203855603678474,"score_spread":0.3197564577170244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005123697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98072094,0.00009514322,0.012776956,0.001800268,0.000027863085,0.000112560956,0.000010227232,0.000010708659,0.004445356],"genre_scores_gemma":[0.9958783,0.0036359369,0.00029260822,0.00005203461,0.000026437321,0.000005680906,0.0000032314115,0.0000014919742,0.00010430973],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99891275,0.00043338444,0.00015470802,0.00013348111,0.00026768303,0.000097991986],"domain_scores_gemma":[0.99953175,0.0001395352,0.0000988277,0.00016014153,0.000042069652,0.000027709115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017335285,0.00004567758,0.00011539562,0.00015395609,0.00029245915,0.000037873328,0.00014618336,0.000027715072,0.000084013824],"category_scores_gemma":[0.00042206046,0.00003219072,0.00007647215,0.0010791722,0.00016784351,0.00008766144,0.000023711402,0.000079324294,0.000007680581],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010850637,0.0003122999,0.39464012,0.000022523487,0.0002620571,0.0000015115249,0.45446718,0.044382546,0.000006710344,0.063537315,0.00029090352,0.042065997],"study_design_scores_gemma":[0.00018327322,0.0000086549635,0.85524935,0.0000024559276,0.001908403,2.5730408e-8,0.12935802,0.0005567098,0.0000031487723,0.010454362,0.0022136418,0.00006195329],"about_ca_topic_score_codex":0.046249274,"about_ca_topic_score_gemma":0.12756877,"teacher_disagreement_score":0.46060926,"about_ca_system_score_codex":0.000042299314,"about_ca_system_score_gemma":0.000015870406,"threshold_uncertainty_score":0.96010184},"labels":[],"label_agreement":null},{"id":"W2005942617","doi":"10.1017/s096318010312110x","title":"Helping Residents Live at Risk","year":2003,"lang":"en","type":"article","venue":"Cambridge Quarterly of Healthcare Ethics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Hospital and Health Sciences Centre","funders":"","keywords":"Falling (accident); Medicine; Ask price; Health professionals; Nursing; Psychology; Health care; Environmental health; Business; Political science; Law","score_opus":0.06792840924392114,"score_gpt":0.38388402817065786,"score_spread":0.31595561892673674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005942617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93503577,0.0012504964,0.0011957694,0.025875833,0.0019102605,0.0008719174,0.00004495315,0.00019035078,0.033624675],"genre_scores_gemma":[0.98968995,0.00235344,0.00049816404,0.0009845039,0.00013376639,0.00001622309,0.0000069061425,0.000017202523,0.0062998454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99597836,0.0020359366,0.00041857647,0.0003153467,0.00079582015,0.0004559616],"domain_scores_gemma":[0.9984141,0.00038246816,0.00028175584,0.000334995,0.000322907,0.00026380317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036401905,0.00013241217,0.00022962122,0.00010427823,0.001158724,0.000042886295,0.00022743872,0.000303093,0.00020175482],"category_scores_gemma":[0.00054065464,0.00014485241,0.000113241105,0.00020209939,0.00035260958,0.00015214,0.00001879811,0.0006538893,0.00047573514],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000516106,0.00010779992,0.019891012,0.00045825355,0.000048628273,0.000019698122,0.41690183,0.000006219836,0.00007566976,0.5113931,0.016637528,0.034408662],"study_design_scores_gemma":[0.0015286984,0.0019457301,0.10602232,0.00052568835,0.000094625,0.000010096776,0.3855116,0.000032666852,0.00019026759,0.0073268544,0.49582434,0.0009871362],"about_ca_topic_score_codex":0.037896615,"about_ca_topic_score_gemma":0.025150407,"teacher_disagreement_score":0.5040662,"about_ca_system_score_codex":0.00034424517,"about_ca_system_score_gemma":0.00048546068,"threshold_uncertainty_score":0.99263805},"labels":[],"label_agreement":null},{"id":"W2007026782","doi":"10.1080/10937400390208608","title":"Risk Management Frameworks for Human Health and Environmental Risks","year":2003,"lang":"en","type":"review","venue":"Journal of Toxicology and Environmental Health Part B","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":161,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; University of Ottawa; University of Waterloo; University of Alberta","funders":"","keywords":"Risk assessment; Risk management; IT risk management; Business; Environmental planning; Occupational safety and health; Environmental health; Strengths and weaknesses; Environmental resource management; Risk analysis (engineering); Medicine; Geography; Computer science; Psychology","score_opus":0.08962652402394884,"score_gpt":0.4337024038872426,"score_spread":0.3440758798632938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007026782","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039584466,0.9952713,0.00040398777,0.0007905289,0.00075087836,0.001769328,0.00013707594,0.000009595759,0.00047141092],"genre_scores_gemma":[0.00040494656,0.99410856,0.0011833233,0.0023842354,0.00033453255,0.00007357639,0.0000719318,0.00003260746,0.001406312],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996188,0.0012802574,0.0011897513,0.0003886222,0.0003278167,0.0006255894],"domain_scores_gemma":[0.9971226,0.0001551657,0.0018141691,0.00017929642,0.000002481628,0.0007263156],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027448614,0.0003388315,0.0013418897,0.00021104525,0.0016097579,0.000044510267,0.0002095578,0.0005521349,0.00031909114],"category_scores_gemma":[0.000013711944,0.00030310889,0.0002926909,0.000054921806,0.0005737823,0.0001177147,0.00011280917,0.0009922978,0.000012948164],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017215896,0.0002959286,0.00021120535,0.0017028825,0.00019864997,0.000007575771,0.001713097,0.0000019903907,2.5877432e-8,0.001201764,0.011865634,0.98278403],"study_design_scores_gemma":[0.00056662766,0.0009807178,0.00024437887,0.0007975397,0.00024253469,0.00003248927,0.0046218825,0.0000012413612,1.2356826e-8,0.00057903526,0.9917136,0.0002199641],"about_ca_topic_score_codex":0.0000589762,"about_ca_topic_score_gemma":0.00012616559,"teacher_disagreement_score":0.9825641,"about_ca_system_score_codex":0.0009432665,"about_ca_system_score_gemma":0.00012577575,"threshold_uncertainty_score":0.9999421},"labels":[],"label_agreement":null},{"id":"W2007196445","doi":"10.1007/s00267-004-0238-z","title":"Understanding Managers’ Views of Global Environmental Risk","year":2006,"lang":"en","type":"article","venue":"Environmental Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Trent University","funders":"","keywords":"Salience (neuroscience); Business; Appeal; Environmental resource management; Equity (law); Energy sector; Marketing; Public relations; Environmental economics; Psychology; Economics; Political science","score_opus":0.03963650066724871,"score_gpt":0.260765465109089,"score_spread":0.22112896444184027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007196445","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31691772,0.00035145352,0.02251753,0.00054725946,0.0005168426,0.0014436186,0.00011621778,0.00014023017,0.6574491],"genre_scores_gemma":[0.9877457,0.0021821512,0.0012072563,0.00012586931,0.000095257776,0.00003163185,0.000036877016,0.000016266129,0.008558974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99785733,0.00019824688,0.00037564107,0.0003959071,0.0007498878,0.00042297883],"domain_scores_gemma":[0.9993491,0.00001650319,0.00021660558,0.00031712832,7.5748824e-7,0.00009989502],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005162522,0.00020293331,0.000193069,0.00007191609,0.00048088806,0.000048356153,0.00031900915,0.00006491999,0.0025865529],"category_scores_gemma":[0.0000018296836,0.00022067968,0.00016123014,0.0001486817,0.00049083884,0.00020014656,0.00024942926,0.00008125096,0.00052325753],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009388519,0.0020498084,0.3380558,0.00008445649,0.00040415168,0.000098562334,0.0036335047,0.0018760707,0.00047251701,0.56090784,0.041952223,0.0503712],"study_design_scores_gemma":[0.0010872396,0.000067650384,0.4759932,0.000021442449,0.00019526738,7.364766e-7,0.032076906,0.00007952115,0.000030322779,0.015577126,0.47441658,0.000454022],"about_ca_topic_score_codex":0.00073169835,"about_ca_topic_score_gemma":0.00049379264,"teacher_disagreement_score":0.670828,"about_ca_system_score_codex":0.0017066456,"about_ca_system_score_gemma":0.0000040911777,"threshold_uncertainty_score":0.9983252},"labels":[],"label_agreement":null},{"id":"W2007509021","doi":"10.2307/3552468","title":"Setting the Terms of Reference in Environmental Assessments: Canadian Nuclear Fuel Waste Management","year":2001,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Atomic Energy of Canada Limited","keywords":"Waste management; Environmental science; Radioactive waste; Business; Environmental planning; Engineering","score_opus":0.02751212914603289,"score_gpt":0.3019353256606169,"score_spread":0.274423196514584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007509021","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14997394,0.000017104705,0.0000038692438,0.042727605,0.00010765266,0.00040625574,0.000043764034,0.000017744316,0.8067021],"genre_scores_gemma":[0.98324406,0.0005696707,0.000067583496,0.004649729,0.00012749476,0.000021499376,0.000014502229,0.000013269163,0.0112921735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983283,0.00016322207,0.00021400464,0.0002146932,0.00027617504,0.00080356415],"domain_scores_gemma":[0.99883956,0.000016279186,0.00006555315,0.00029937548,0.000010345452,0.0007689173],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006530089,0.000108245906,0.00010558141,0.0007807451,0.0004750514,0.00018540666,0.0005939639,0.00007312523,0.0011448313],"category_scores_gemma":[0.00004525701,0.00010131162,0.00003849923,0.00059335364,0.00023521514,0.0003594817,0.000055599234,0.0001391755,0.00006841896],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000196684,0.00003081444,0.019545909,0.000011322052,0.000032799067,0.000053847125,0.0058592563,0.0000050747353,0.000004830862,0.7913665,0.020744167,0.16234347],"study_design_scores_gemma":[0.00014839109,0.000008791481,0.0743998,0.000009964922,0.000004446834,0.000001057326,0.013220219,0.000028460925,1.0952852e-7,0.001781512,0.9102865,0.000110787725],"about_ca_topic_score_codex":0.97135115,"about_ca_topic_score_gemma":0.9964943,"teacher_disagreement_score":0.8895423,"about_ca_system_score_codex":0.0023835837,"about_ca_system_score_gemma":0.0009942674,"threshold_uncertainty_score":0.99976826},"labels":[],"label_agreement":null},{"id":"W2008045539","doi":"10.1016/s0022-4375(02)00032-4","title":"Reconstructing human contributions to accidents: the new view on error and performance","year":2002,"lang":"en","type":"review","venue":"Journal of Safety Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":318,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Engineering Link (Canada)","funders":"","keywords":"Hindsight bias; Human error; Position (finance); Psychology; Outcome (game theory); Computer science; Cognitive psychology; Medicine; Risk analysis (engineering); Business","score_opus":0.30359591270421116,"score_gpt":0.5572433834929117,"score_spread":0.25364747078870054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008045539","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000116141244,0.9632244,0.000023891585,0.010953456,0.00039948284,0.0010999895,0.000009246467,0.000010064998,0.02416333],"genre_scores_gemma":[0.0001901884,0.98888975,0.000067626126,0.00009579377,0.0010812607,0.0000092849195,0.0000010967578,0.000012289529,0.00965271],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962827,0.0012104437,0.00072469166,0.00017308418,0.0011753344,0.0004337463],"domain_scores_gemma":[0.998064,0.0004960534,0.00036383196,0.00021774932,0.0005061162,0.00035228868],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008431201,0.00013990744,0.00062266533,0.00041501992,0.0018986064,0.0002672635,0.00073983637,0.00013073573,0.0010611753],"category_scores_gemma":[0.0010122646,0.000085639615,0.00022081487,0.00077717804,0.00024993406,0.00020731348,0.00017353236,0.0012784512,0.00023910933],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007892441,0.000020682553,0.000010080945,0.00021208577,0.000045167217,0.0000040909904,0.0011059201,7.6771227e-7,6.537649e-8,0.0024565589,0.022124015,0.9740127],"study_design_scores_gemma":[0.00013654213,0.00019269224,0.00008236181,0.005590923,0.00006117458,0.000021545815,0.0012900339,0.0000010012303,4.042599e-8,0.00010279517,0.9924331,0.00008783079],"about_ca_topic_score_codex":0.00015956801,"about_ca_topic_score_gemma":0.00017835487,"teacher_disagreement_score":0.9739248,"about_ca_system_score_codex":0.0006825248,"about_ca_system_score_gemma":0.0005103413,"threshold_uncertainty_score":0.999852},"labels":[],"label_agreement":null},{"id":"W2008988069","doi":"10.2202/1944-4079.1081","title":"What's Your “Position” on Nuclear Power? An Exploration of Conflict in Stakeholder Participation for Decision‐making about Risky Technologies","year":2011,"lang":"en","type":"article","venue":"Risk Hazards & Crisis in Public Policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nuclear power; Stakeholder; Viewpoints; Situational ethics; Government (linguistics); Public relations; Public engagement; Public trust; Public participation; Perspective (graphical); Political science; Business; Computer science; Law","score_opus":0.19868862528353776,"score_gpt":0.4193832777942695,"score_spread":0.22069465251073173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008988069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776991,0.00009241671,0.0058735334,0.005064378,0.00042038015,0.0011815649,0.000042484236,0.00031753906,0.009308574],"genre_scores_gemma":[0.9938919,0.0029991132,0.0022834856,0.00045686236,0.00007367851,0.00022699307,0.0000072583316,0.000025398853,0.00003531464],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99764323,0.00033706572,0.0006056407,0.00040877776,0.00048576188,0.00051953027],"domain_scores_gemma":[0.9987849,0.00012303455,0.0003422201,0.00045125678,0.00020997702,0.000088586356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019128124,0.00017444708,0.00027482433,0.0012662321,0.00031958043,0.00032876886,0.00045111007,0.00023224897,0.00018617927],"category_scores_gemma":[0.0015901786,0.00017610102,0.000091634916,0.001021491,0.00020529453,0.003955405,0.000078113866,0.00019630906,0.000024193323],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019984826,0.00073055364,0.00374038,0.000012995575,0.00002358196,0.0000019483507,0.1480123,0.00013707111,0.000015488047,0.4161913,0.0023187166,0.4286158],"study_design_scores_gemma":[0.0019976483,0.0010155425,0.21111223,0.00036861698,0.000054013704,4.1998868e-7,0.5217081,0.00170696,0.00012897265,0.14397217,0.11718291,0.0007524476],"about_ca_topic_score_codex":0.0061925175,"about_ca_topic_score_gemma":0.005751054,"teacher_disagreement_score":0.42786336,"about_ca_system_score_codex":0.00038588422,"about_ca_system_score_gemma":0.00017179764,"threshold_uncertainty_score":0.93612754},"labels":[],"label_agreement":null},{"id":"W2009907671","doi":"10.1093/jlb/lsu015","title":"Environmental neuroethics: changing the environment—changing the brain Recommendations submitted to the Presidential Commission for the Study of Bioethical Issues","year":2014,"lang":"en","type":"article","venue":"Journal of Law and the Biosciences","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"NeuroDevNet; University of British Columbia","funders":"","keywords":"Neuroethics; Bioethics; Commission; Engineering ethics; Intersection (aeronautics); Field (mathematics); Environmental ethics; Political science; Neuroscience; Psychology; Law; Geography; Engineering; Philosophy; Cartography","score_opus":0.04337703404532173,"score_gpt":0.34954288271601264,"score_spread":0.3061658486706909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009907671","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26545087,0.00031895688,0.00390674,0.72680056,0.0010385762,0.0014832269,0.000005806253,0.0000082984,0.0009869551],"genre_scores_gemma":[0.9952247,0.00049672497,0.00004470464,0.003066295,0.00035857383,0.00001910056,1.6518644e-7,0.0000038176518,0.00078592135],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751115,0.0012329215,0.0002803539,0.00011587966,0.0006475468,0.00021215098],"domain_scores_gemma":[0.99762833,0.0018259569,0.00027464435,0.00020084337,0.000020661675,0.000049559665],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010671063,0.00008233673,0.00011918509,0.000054564243,0.004346607,0.00026068854,0.00091659423,0.000029814335,0.000053731274],"category_scores_gemma":[0.0002729523,0.000027382364,0.00008960456,0.00018326163,0.001623694,0.00013958439,0.00023396271,0.00021558246,0.000002165276],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019240318,0.00036487426,0.00070262287,0.000008523754,0.0001302558,6.5341186e-7,0.6580778,0.0005432102,0.0012091883,0.29861218,0.006640552,0.03351776],"study_design_scores_gemma":[0.00056310283,0.00033115924,0.0032702575,0.000019546245,0.000100798745,0.0000023415146,0.31014425,0.00112098,0.00008502837,0.0026697794,0.68162256,0.000070225055],"about_ca_topic_score_codex":0.00050050014,"about_ca_topic_score_gemma":0.0007806173,"teacher_disagreement_score":0.7297738,"about_ca_system_score_codex":0.000016764034,"about_ca_system_score_gemma":0.000015386584,"threshold_uncertainty_score":0.9969496},"labels":[],"label_agreement":null},{"id":"W2011462120","doi":"10.2202/1944-4079.1080","title":"A Systems View of Decision‐Making for Risky Technologies: From Global to Local and Local to Global","year":2011,"lang":"en","type":"article","venue":"Risk Hazards & Crisis in Public Policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nuclear power; Stakeholder; Situational ethics; Situation awareness; Public relations; Business; Process (computing); Political science; Engineering; Computer science","score_opus":0.03858067340961782,"score_gpt":0.3690988655365139,"score_spread":0.33051819212689604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011462120","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18571188,0.0009487342,0.7860208,0.006298306,0.0006367839,0.0019881646,0.00084269175,0.0003909372,0.0171617],"genre_scores_gemma":[0.98677075,0.0009361313,0.0111729475,0.00074707734,0.00011964044,0.000216345,0.000002473114,0.000012864703,0.000021755644],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972359,0.00022283233,0.00061507,0.0005960191,0.0005857175,0.0007444626],"domain_scores_gemma":[0.9986554,0.00012707034,0.0001825289,0.0005142811,0.0002087877,0.0003119757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014692371,0.00023232496,0.000507525,0.00037105783,0.0002725307,0.00018285925,0.0008515572,0.00026944498,0.00005820844],"category_scores_gemma":[0.001687935,0.00021874675,0.000121646786,0.0019524732,0.00034646963,0.0002699847,0.00051882694,0.00011735328,0.00005216606],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089466135,0.00010682798,0.009460475,0.000019664418,0.000040899184,0.0000028615864,0.0051953937,0.00005322573,3.5424353e-7,0.14426523,0.016792843,0.82397276],"study_design_scores_gemma":[0.0011277432,0.00040234128,0.0598544,0.00030517112,0.000082301354,0.000002968838,0.1215087,0.0010845751,0.0000054093657,0.11530314,0.69967073,0.0006525421],"about_ca_topic_score_codex":0.17446351,"about_ca_topic_score_gemma":0.042787887,"teacher_disagreement_score":0.8233202,"about_ca_system_score_codex":0.0011417328,"about_ca_system_score_gemma":0.00044021767,"threshold_uncertainty_score":0.97467875},"labels":[],"label_agreement":null},{"id":"W2011641726","doi":"10.1016/j.techsoc.2011.03.007","title":"Controversial science-based technology public attitude formation and regulation in comparative perspective: The state construction of policy alternatives in Asia","year":2011,"lang":"en","type":"article","venue":"Technology in Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Public opinion; State (computer science); China; Product (mathematics); Order (exchange); Public sector; Perspective (graphical); Private sector; Political science; Economics; Public economics; Public relations; Economic growth; Law","score_opus":0.047788552767506695,"score_gpt":0.3565271032650325,"score_spread":0.3087385504975258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011641726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792041,0.000040989667,0.0008605402,0.014699775,0.000039170507,0.00045500745,0.0000017134317,0.000061014183,0.0046376786],"genre_scores_gemma":[0.9980697,0.00017012078,0.0016514476,0.000043554817,0.0000071709196,0.000035003144,5.793457e-7,0.0000020123825,0.0000204115],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99913496,0.00008220599,0.00020800882,0.0001812518,0.00016843963,0.00022514128],"domain_scores_gemma":[0.9995506,0.000035357367,0.00015056704,0.00011668236,0.00013127454,0.000015564223],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008333685,0.00006838431,0.00014243124,0.00083166617,0.00017876216,0.000016255708,0.00024099399,0.0001295305,0.000016005812],"category_scores_gemma":[0.000172875,0.00006056215,0.000022770453,0.0023815061,0.0047710156,0.0003948589,0.000071428425,0.00019687986,0.0000012410501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017265615,0.000075438475,0.042608447,0.0000038945564,0.000006556448,3.5964428e-7,0.090835564,0.00002959193,0.0011565062,0.86021745,0.00001839475,0.0050305165],"study_design_scores_gemma":[0.0017775366,0.00008263406,0.17353968,0.000029949713,0.000004691998,0.0000012978742,0.609572,0.0031467418,0.002856803,0.20836371,0.0004907533,0.00013419539],"about_ca_topic_score_codex":0.0023570755,"about_ca_topic_score_gemma":0.008646865,"teacher_disagreement_score":0.65185374,"about_ca_system_score_codex":0.00066010724,"about_ca_system_score_gemma":0.00023224579,"threshold_uncertainty_score":0.99793744},"labels":[],"label_agreement":null},{"id":"W2015671472","doi":"10.1111/j.1541-0072.2000.tb02024.x","title":"Policy Design and the Acceptability of Environmental Risks: Nuclear Waste Disposal in Canada and the United States","year":2000,"lang":"en","type":"article","venue":"Policy Studies Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Radioactive waste; Process (computing); Public policy; Environmental planning; Business; Public participation; Environmental policy; Waste disposal; Political science; Public administration; Engineering; Waste management; Environmental science; Law","score_opus":0.03408459246964578,"score_gpt":0.32872810578230066,"score_spread":0.29464351331265487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015671472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9621186,0.00043999933,0.0000061502037,0.035754167,0.000029663648,0.00025165098,0.000008265055,0.0000031745044,0.0013883281],"genre_scores_gemma":[0.9338989,0.06448384,0.000031731986,0.0012778012,0.00014505828,0.0000045552215,2.0822927e-7,0.000004179414,0.00015372371],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99828506,0.00092266576,0.0002325853,0.000084511536,0.00025035415,0.00022483988],"domain_scores_gemma":[0.99938345,0.00036321653,0.000090233945,0.00007992397,0.000012849736,0.00007031347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014475565,0.000081725484,0.00018344264,0.00007175224,0.0007226178,0.000050832023,0.00015544212,0.000014397626,0.00028165831],"category_scores_gemma":[0.00020205515,0.00004318021,0.000030946343,0.00020405874,0.0017786553,0.00007910028,0.00008304687,0.00014457076,0.0000011332789],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001353658,0.00009234032,0.024099408,0.00002122541,0.00040118286,0.000007059413,0.5994634,0.0030513126,0.0000031683635,0.024563113,0.004446144,0.34249797],"study_design_scores_gemma":[0.005099325,0.00004695147,0.44325048,0.000012734815,0.00006507933,0.000009023799,0.49115363,0.0013088046,0.0000015120513,0.016805118,0.042074576,0.00017277765],"about_ca_topic_score_codex":0.9437451,"about_ca_topic_score_gemma":0.71697384,"teacher_disagreement_score":0.41915107,"about_ca_system_score_codex":0.0003588087,"about_ca_system_score_gemma":0.00017576785,"threshold_uncertainty_score":0.65535295},"labels":[],"label_agreement":null},{"id":"W2015896119","doi":"10.1016/j.toxlet.2003.12.050","title":"Effective risk communication practice","year":2004,"lang":"en","type":"review","venue":"Toxicology Letters","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Canada; University of Ottawa","funders":"","keywords":"Risk analysis (engineering); Risk management; Set (abstract data type); Risk communication; Position (finance); IT risk; Business; Risk assessment; Public relations; Computer science; Knowledge management; IT risk management; Computer security; Political science","score_opus":0.03533364237276134,"score_gpt":0.41861281569114556,"score_spread":0.38327917331838424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015896119","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004775858,0.9584668,0.0003084209,0.006752581,0.00047673134,0.001853631,0.0000061335386,0.00014171822,0.0319892],"genre_scores_gemma":[0.000009231772,0.9942017,0.0009805695,0.0036021124,0.00018516267,0.00041589982,0.000029007819,0.000021510956,0.0005547993],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99494946,0.003976361,0.0002788953,0.00029180644,0.00020653849,0.00029691812],"domain_scores_gemma":[0.99788624,0.0010579568,0.00050892157,0.00042935656,0.000037929123,0.00007961248],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016796427,0.00019674592,0.00057882385,0.00015622993,0.00063492183,0.00006512162,0.00053594384,0.00032984623,0.00034465647],"category_scores_gemma":[0.0006976812,0.0001846486,0.00023812643,0.0002729726,0.0004941433,0.00018157916,0.00011903767,0.0006313364,0.0014505688],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027929107,0.00006596868,7.679882e-7,0.00061137765,0.00014169195,0.000009077716,0.0033716147,0.0000047451535,1.5967558e-7,0.0072793392,0.013248441,0.975264],"study_design_scores_gemma":[0.00012010591,0.000023944758,0.000009149462,0.0008151446,0.00069288124,0.000002790923,0.0004413881,1.0354206e-7,2.1925189e-8,0.00010559889,0.99760926,0.00017963647],"about_ca_topic_score_codex":0.0013526651,"about_ca_topic_score_gemma":0.0006183259,"teacher_disagreement_score":0.9843608,"about_ca_system_score_codex":0.0009873485,"about_ca_system_score_gemma":0.00017909482,"threshold_uncertainty_score":0.99932694},"labels":[],"label_agreement":null},{"id":"W2018017959","doi":"10.1371/journal.pone.0071106","title":"Communicating Risk to Aboriginal Peoples: First Nations and Metis Responses to H1N1 Risk Messages","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University; University of Alberta; University of Manitoba","funders":"Canadian Institutes of Health Research; University of Manitoba; Manitoba Health Research Council","keywords":"Metis; Focus group; Public health; Public relations; Pandemic; Medicine; Environmental health; Political science; Business; Nursing; Coronavirus disease 2019 (COVID-19)","score_opus":0.043491972200074704,"score_gpt":0.32521909793722603,"score_spread":0.2817271257371513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018017959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96106267,0.0000983034,0.00025233137,0.015677268,0.000025308123,0.0007515262,0.000028628716,0.000110773915,0.021993162],"genre_scores_gemma":[0.9569126,0.011985297,0.022896977,0.00039111698,0.00007394337,0.00027708636,0.0000023592831,0.000010105715,0.0074505126],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998703,0.00038123975,0.00015600318,0.00018654685,0.00035679652,0.0002164209],"domain_scores_gemma":[0.9985003,0.0007956669,0.00007382753,0.0002925862,0.0001302013,0.00020742447],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007192291,0.00008214422,0.00013623215,0.00017229759,0.0016335876,0.00020664236,0.00029010017,0.000036580288,0.00092951924],"category_scores_gemma":[0.0018871241,0.00008184351,0.000023994842,0.00040766687,0.00009245527,0.00018922595,0.00011509096,0.00010982231,0.00078181975],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006128779,0.0016345994,0.4167966,0.000117818214,0.00041522173,0.0000018469289,0.4962129,0.00006645628,0.0012524906,0.024798863,0.03495338,0.02368854],"study_design_scores_gemma":[0.00033096198,0.00016210097,0.6865886,0.00022692338,0.00019997123,1.2316512e-7,0.04976456,0.00011636223,0.00012809767,0.0006320738,0.26147822,0.00037199887],"about_ca_topic_score_codex":0.04236048,"about_ca_topic_score_gemma":0.15129308,"teacher_disagreement_score":0.44644833,"about_ca_system_score_codex":0.000071764465,"about_ca_system_score_gemma":0.000040724524,"threshold_uncertainty_score":0.9999962},"labels":[],"label_agreement":null},{"id":"W2018973366","doi":"10.1007/s10897-006-9082-z","title":"Information Processing in the Context of Genetic Risk: Implications for Genetic‐Risk Communication","year":2007,"lang":"en","type":"review","venue":"Journal of Genetic Counseling","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University; University of Ottawa","funders":"","keywords":"Risk communication; Context (archaeology); Genetic counseling; Public health; Human genetics; Genetic testing; Medicine; Genetics; Risk analysis (engineering); Biology; Gene; Pathology","score_opus":0.06880841356569302,"score_gpt":0.4040467545941118,"score_spread":0.3352383410284188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018973366","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013531325,0.9319221,0.06466442,0.0002009604,0.00014657261,0.0013551395,0.00002521759,0.000007807185,0.00032468975],"genre_scores_gemma":[0.005321806,0.97696906,0.017283194,0.000106260035,0.00021911989,0.000057616777,0.000010067704,0.000015549107,0.000017298471],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964655,0.0006434328,0.0020267311,0.00010329765,0.0005092102,0.00025182625],"domain_scores_gemma":[0.9946437,0.0004956899,0.0036761486,0.00036060705,0.00075580244,0.00006807808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00457525,0.00018589469,0.0006188053,0.00042822328,0.00051702326,0.00017309625,0.0009059839,0.0001909455,0.00001712276],"category_scores_gemma":[0.00041902633,0.000140906,0.00034214646,0.00053364213,0.00015641598,0.00018725322,0.000028840086,0.000420587,0.0000058422133],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059606427,0.00003531897,0.00022785168,0.00063952745,0.000026282665,1.5836675e-7,0.02271163,0.00022235034,1.8506336e-7,0.00007323991,0.00046030118,0.9755972],"study_design_scores_gemma":[0.0002631413,0.000057994064,0.004431759,0.0015939492,0.0006215463,0.00001091428,0.012463449,0.00013971025,5.6226533e-8,0.0005636778,0.97970873,0.00014505809],"about_ca_topic_score_codex":0.00040118635,"about_ca_topic_score_gemma":0.0010143372,"teacher_disagreement_score":0.97924846,"about_ca_system_score_codex":0.00020475268,"about_ca_system_score_gemma":0.0006416536,"threshold_uncertainty_score":0.574598},"labels":[],"label_agreement":null},{"id":"W2020311939","doi":"10.1016/j.ijresmar.2008.06.005","title":"Risk perception and risk avoidance: The role of cultural identity and personal relevance","year":2008,"lang":"en","type":"article","venue":"International Journal of Research in Marketing","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Relevance (law); Denial; Consumption (sociology); Perception; Risk perception; Similarity (geometry); Psychology; Vulnerability (computing); Social psychology; Face (sociological concept); Marketing; Business; Advertising; Sociology; Political science; Computer security","score_opus":0.05221518344111092,"score_gpt":0.421630287652443,"score_spread":0.36941510421133206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020311939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99397236,0.00082391343,0.00006180676,0.0013329701,0.00013110338,0.000080053745,0.0000036024753,0.000002798917,0.0035913738],"genre_scores_gemma":[0.91790354,0.081084765,0.00047173366,0.00001226523,0.00029107012,0.000001797403,2.4842353e-7,0.000002630436,0.00023195671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966991,0.0015327159,0.0002521131,0.000096960495,0.0012685914,0.00015050541],"domain_scores_gemma":[0.9981657,0.0008581815,0.00023775062,0.000038811264,0.00064191996,0.000057609188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012602493,0.00004403719,0.00008318132,0.00019344906,0.00043920285,0.00009360159,0.00028091567,0.000032236345,0.000095788426],"category_scores_gemma":[0.0035903202,0.00003214291,0.000042073243,0.00016548745,0.0006605962,0.0005552142,0.00011166799,0.0004872868,0.0000021255205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027424993,0.00003887005,0.8376662,0.000008046588,0.00004166009,0.000017361555,0.037713256,0.00002637899,0.00043794373,0.0006415934,0.00057573285,0.12255871],"study_design_scores_gemma":[0.00032591852,0.000029174285,0.91056204,0.00011476415,0.000004995898,0.000026013337,0.06994995,0.0008999975,0.0000061596293,0.0022106122,0.015828952,0.000041444004],"about_ca_topic_score_codex":0.0024545754,"about_ca_topic_score_gemma":0.0010927395,"teacher_disagreement_score":0.122517265,"about_ca_system_score_codex":0.00013975395,"about_ca_system_score_gemma":0.00006388653,"threshold_uncertainty_score":0.4367798},"labels":[],"label_agreement":null},{"id":"W2021216590","doi":"10.7202/042570ar","title":"La participation des citoyens aux choix énergétiques généraux","year":2005,"lang":"en","type":"article","venue":"Les Cahiers de droit","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Referendum; Parliament; Legislature; Political science; Public administration; Democracy; Feeling; Government (linguistics); Administration (probate law); State (computer science); Work (physics); Control (management); Public relations; Law; Politics; Engineering; Management; Economics; Computer science","score_opus":0.02398291611073091,"score_gpt":0.3303491765339664,"score_spread":0.3063662604232355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021216590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.788758,0.000045727953,0.0067334543,0.0020310162,0.000060186325,0.000111293084,0.0000014851942,0.00017580377,0.20208305],"genre_scores_gemma":[0.9639505,0.00067211926,0.0020875833,0.0009358767,0.0003058661,0.00003412983,0.0000045068437,0.000010477297,0.031998944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901736,0.00018996258,0.0001282314,0.00014829522,0.00020893104,0.00030724093],"domain_scores_gemma":[0.99960893,0.000057935504,0.000042540647,0.00011090024,0.000042947322,0.00013673681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058694946,0.00007369815,0.000084898784,0.00006545757,0.00050265604,0.00010761156,0.00014716924,0.00014886765,0.00050418923],"category_scores_gemma":[0.00014743916,0.000081647246,0.000060894556,0.00015410606,0.00056190405,0.00022224982,0.00001632139,0.0001481831,0.00015701704],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011789606,0.000095417825,0.0032352086,0.000012463503,0.000025109208,0.000006243169,0.12632614,0.00042934075,0.00026115228,0.3738749,0.009934607,0.4857876],"study_design_scores_gemma":[0.00018711228,0.000021151987,0.036954354,0.000012403745,0.000024753603,6.1222363e-7,0.0072738053,0.0003252923,0.00016224237,0.01897583,0.9359028,0.0001596664],"about_ca_topic_score_codex":0.0018338143,"about_ca_topic_score_gemma":0.012749814,"teacher_disagreement_score":0.92596817,"about_ca_system_score_codex":0.00063520396,"about_ca_system_score_gemma":0.000056558816,"threshold_uncertainty_score":0.7114696},"labels":[],"label_agreement":null},{"id":"W2021445953","doi":"10.1080/10807030500278636","title":"Beyond the Hazard: The Role of Beliefs in Health Risk Perception","year":2005,"lang":"en","type":"article","venue":"Human and Ecological Risk Assessment An International Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"Health Canada; University of Ottawa","keywords":"Risk perception; Residence; Agency (philosophy); Perception; Environmental health; Hazard; Health risk; Psychology; Health belief model; Social psychology; Public health; Health education; Medicine; Nursing; Demography; Sociology","score_opus":0.02204736413057499,"score_gpt":0.3850202380398851,"score_spread":0.3629728739093101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021445953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96759593,0.0000790561,0.00019429266,0.013536166,0.00023556002,0.00020613763,0.000007895121,0.000013799404,0.018131178],"genre_scores_gemma":[0.9889894,0.008237021,0.0006876512,0.0009125953,0.0007337953,0.000010909805,0.0000055342016,0.0000035923765,0.0004194664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791557,0.0008497113,0.00037613697,0.00013814929,0.00051912095,0.0002013192],"domain_scores_gemma":[0.99926317,0.00010007614,0.0003595635,0.000085056316,0.00009493729,0.00009717832],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034481094,0.000079183206,0.00011439779,0.00008662579,0.0012010791,0.0002584551,0.00044204027,0.000050637136,0.002030338],"category_scores_gemma":[0.0000662744,0.00004464518,0.00007074901,0.000064974054,0.0002626429,0.0003268832,0.00007934906,0.0004559865,0.000014439403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002652976,0.0006308002,0.5051833,0.0000014774752,0.000059529226,0.0000023652087,0.023905067,0.0008014523,0.00006395267,0.15358381,0.0021250127,0.31361675],"study_design_scores_gemma":[0.00030384687,0.00014385681,0.8466418,0.000005959167,0.0000065087547,0.0000023912062,0.01600983,0.00096159265,3.0948914e-7,0.027119365,0.10875265,0.000051897863],"about_ca_topic_score_codex":0.0010737604,"about_ca_topic_score_gemma":0.014365395,"teacher_disagreement_score":0.34145853,"about_ca_system_score_codex":0.00029443085,"about_ca_system_score_gemma":0.00007390489,"threshold_uncertainty_score":0.99888194},"labels":[],"label_agreement":null},{"id":"W2021748399","doi":"10.1007/s11948-014-9543-y","title":"Framework for the Analysis of Nanotechnologies’ Impacts and Ethical Acceptability: Basis of an Interdisciplinary Approach to Assessing Novel Technologies","year":2014,"lang":"en","type":"article","venue":"Science and Engineering Ethics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Judgement; Warrant; Risk analysis (engineering); Management science; Engineering ethics; Philosophy of science; Individualism; Emerging technologies; Computer science; Business; Political science; Epistemology; Engineering; Law","score_opus":0.07420019703060639,"score_gpt":0.42383107335486736,"score_spread":0.349630876324261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021748399","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40289393,0.00003103316,0.5849254,0.011593705,0.00007386588,0.00018560952,0.0000032757262,0.00010313513,0.00019002691],"genre_scores_gemma":[0.90405554,0.00009426724,0.095726416,0.00009553528,0.000008858087,0.000014348121,3.2289626e-7,0.0000029076073,0.0000018130621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990025,0.000025611213,0.00014896558,0.00023021911,0.00039230371,0.00020036513],"domain_scores_gemma":[0.9986185,0.0008411056,0.00005284678,0.0002660322,0.00017010898,0.00005141224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006558309,0.000068353474,0.00016980666,0.0003490524,0.0005079694,0.00011266401,0.00043109516,0.00030231348,0.0000010733156],"category_scores_gemma":[0.008020937,0.000048605973,0.000035493715,0.0017391685,0.0015011096,0.00016621931,0.00036763167,0.00043550137,4.198388e-8],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007759145,0.00005754175,0.0006376802,0.00019443363,0.00006898981,3.565288e-8,0.060363248,0.012602017,0.008380616,0.75209856,0.0000080086365,0.1655811],"study_design_scores_gemma":[0.00022422298,0.00028644592,0.17369252,0.00018329638,0.00045925318,6.7448406e-7,0.31784487,0.4761793,0.00411029,0.02349986,0.0030229778,0.000496274],"about_ca_topic_score_codex":0.00009716783,"about_ca_topic_score_gemma":0.00010780325,"teacher_disagreement_score":0.7285987,"about_ca_system_score_codex":0.000034682973,"about_ca_system_score_gemma":0.000078298355,"threshold_uncertainty_score":0.9602391},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W2021828263","doi":"10.1371/journal.pone.0018479","title":"What the Public Was Saying about the H1N1 Vaccine: Perceptions and Issues Discussed in On-Line Comments during the 2009 H1N1 Pandemic","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Michael Smith Health Research BC; University of British Columbia; Centre for Advancing Health Outcomes; Providence Health Care","funders":"Genome British Columbia","keywords":"Pandemic; Government (linguistics); Public opinion; Vaccination; Theme (computing); Public health; Public relations; Perception; Qualitative research; Trustworthiness; Political science; Psychology; Medicine; Coronavirus disease 2019 (COVID-19); Sociology; Social psychology; Disease; Politics; Infectious disease (medical specialty); Virology; Social science; Nursing; Pathology; Law; Computer science","score_opus":0.1447507707877348,"score_gpt":0.3313291426795282,"score_spread":0.18657837189179338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021828263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9225061,0.00045452119,0.0000072583443,0.072779514,0.00012240578,0.0006599963,0.0000026576658,0.00006369798,0.003403865],"genre_scores_gemma":[0.9757527,0.016366126,0.000034174154,0.001926256,0.00019652733,0.00010351387,0.000002912084,0.000011299853,0.005606506],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99848855,0.000379698,0.00020648135,0.00020234832,0.0004009339,0.00032199788],"domain_scores_gemma":[0.999366,0.000110304856,0.00007262983,0.0003449891,0.000040963918,0.00006511253],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010270661,0.000118459284,0.00013737322,0.00006403912,0.0013600248,0.0003710237,0.00047177618,0.000049395592,0.00093103695],"category_scores_gemma":[0.00010666484,0.00005666727,0.00004189497,0.00025925873,0.00019294108,0.00044596542,0.00014733487,0.00025914813,0.00011098442],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009556277,0.0030469974,0.3791671,0.00007710044,0.0003862187,0.000006108362,0.5672664,0.000019764251,0.0020652695,0.015708845,0.008702672,0.023457943],"study_design_scores_gemma":[0.0007204949,0.000058866244,0.81631637,0.00019799129,0.00008258253,5.616267e-7,0.16407312,0.00020252378,0.00004261584,0.0012975037,0.016789503,0.00021785687],"about_ca_topic_score_codex":0.0011081473,"about_ca_topic_score_gemma":0.011870195,"teacher_disagreement_score":0.43714926,"about_ca_system_score_codex":0.000077332166,"about_ca_system_score_gemma":0.000016846338,"threshold_uncertainty_score":0.99998224},"labels":[],"label_agreement":null},{"id":"W2023464762","doi":"10.1016/j.scitotenv.2011.12.063","title":"The role of qualitative risk assessment in environmental management: A Kazakhstani case study","year":2012,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Environment Research Council; Natural Sciences and Engineering Research Council of Canada; University of Oxford; Rhodes Scholarships","keywords":"Stakeholder; Environmental planning; Risk assessment; Livelihood; Risk management; Environmental resource management; Population; Risk perception; Environmental health; Business; Qualitative research; Perception; Geography; Psychology; Political science; Environmental science; Medicine; Public relations; Sociology; Agriculture","score_opus":0.02364114300472971,"score_gpt":0.3429890197969671,"score_spread":0.3193478767922374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023464762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858353,0.00014458616,0.000017226846,0.00049083424,0.0001664795,0.0011935105,0.0000074820136,0.0000057540383,0.012138796],"genre_scores_gemma":[0.9981271,0.00038332402,0.00014303239,0.000009336998,0.000023522713,0.00006505148,1.5015421e-7,0.000005965035,0.0012425233],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9965929,0.0011180168,0.0003411503,0.00021017712,0.0012987782,0.00043897482],"domain_scores_gemma":[0.99885535,0.00015566968,0.00029792436,0.00060370774,0.000005080078,0.00008224467],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008701326,0.00011921877,0.00012895543,0.000057446654,0.001385657,0.000040321265,0.0008703731,0.000020141038,0.00015904264],"category_scores_gemma":[0.00003259584,0.000062343155,0.0000841457,0.0003108607,0.0029955225,0.00027848655,0.0007247107,0.00016426589,0.000026420366],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004317089,0.0026824202,0.01039601,0.000007364326,0.00012802712,0.0000089168,0.90163565,0.005437399,0.0025911941,0.043788396,0.000058993355,0.033222474],"study_design_scores_gemma":[0.0002745276,0.00007823345,0.10729795,0.000006054282,0.00005699247,0.0000036880356,0.8890108,0.00024229079,0.00018727427,0.0015482878,0.0011969147,0.000096995835],"about_ca_topic_score_codex":0.002895583,"about_ca_topic_score_gemma":0.00013594599,"teacher_disagreement_score":0.09690194,"about_ca_system_score_codex":0.00043687262,"about_ca_system_score_gemma":0.00002902898,"threshold_uncertainty_score":0.9999144},"labels":[],"label_agreement":null},{"id":"W2023780179","doi":"10.1111/j.0272-4332.2003.00392.x","title":"Weighing Health Benefit and Health Risk Information when Consuming Sport‐Caught Fish","year":2003,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"New York Sea Grant, State University of New York; Research Foundation for the State University of New York; National Oceanic and Atmospheric Administration; U.S. Department of Commerce","keywords":"Environmental health; Consumption (sociology); Population; Public health; Fish <Actinopterygii>; Health risk; Health benefits; Medicine; Fishery; Nursing","score_opus":0.0178443600804071,"score_gpt":0.3123135445085686,"score_spread":0.2944691844281615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023780179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8663748,0.0020664977,0.05539818,0.035826616,0.0006041847,0.0014006159,0.00019050548,0.00047660724,0.037662],"genre_scores_gemma":[0.952062,0.039553855,0.004050548,0.0027432602,0.000061949446,0.000012732731,0.00007354806,0.000007440701,0.0014346692],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834967,0.00023917493,0.00044965456,0.0002053365,0.00039227176,0.00036391855],"domain_scores_gemma":[0.9988638,0.000034023273,0.0005642703,0.00020264887,0.00006469869,0.0002705522],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032011578,0.00011299388,0.00032963848,0.00039166413,0.0015206491,0.00020547298,0.000102894795,0.000053191066,0.0005550075],"category_scores_gemma":[0.0000847745,0.00011213114,0.0001363028,0.0008186791,0.000084019266,0.0005406631,0.000025489926,0.00014946907,0.000049775703],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049516275,0.000049204424,0.66223514,0.000028576384,0.00051236455,5.932053e-7,0.071519904,0.0009811902,5.6071077e-8,0.030217035,0.014046503,0.22040448],"study_design_scores_gemma":[0.00026819354,0.00001766974,0.22445829,0.000011578473,0.00034360736,1.5373323e-7,0.018156154,0.0011986928,4.5704138e-7,0.0015469561,0.75382066,0.00017760873],"about_ca_topic_score_codex":0.075879514,"about_ca_topic_score_gemma":0.11432444,"teacher_disagreement_score":0.7397741,"about_ca_system_score_codex":0.00025002955,"about_ca_system_score_gemma":0.0001297234,"threshold_uncertainty_score":0.9997792},"labels":[],"label_agreement":null},{"id":"W2024191077","doi":"10.1016/s0277-9536(01)00367-7","title":"The social and psychological impact of the chemical contamination incident in Weston Village, UK: a qualitative analysis","year":2002,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Qualitative research; Context (archaeology); Qualitative property; Interpersonal communication; Social environment; Sociology; Psychology; Geography; Social science; Archaeology","score_opus":0.0852015151184341,"score_gpt":0.4944022241277351,"score_spread":0.409200709009301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024191077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97121346,0.000047365043,0.00003442564,0.01126827,0.00009979973,0.00021174377,0.0000012495638,0.000009261689,0.017114451],"genre_scores_gemma":[0.9992275,0.0001436785,0.0000027527599,0.00018423799,0.00015505309,0.000010479806,5.125431e-7,0.0000016252502,0.00027415078],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99794054,0.0004232199,0.0002484656,0.00020551964,0.0009097381,0.00027248685],"domain_scores_gemma":[0.99939185,0.00016834668,0.0001698448,0.00008155956,0.00012300421,0.00006541538],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0037640184,0.000074382595,0.00019045829,0.00011764335,0.0012152584,0.000037985563,0.00037981404,0.00006244116,0.0003282098],"category_scores_gemma":[0.00086321984,0.000038460345,0.000100730715,0.0024792312,0.005451914,0.000100927726,0.00005978316,0.00012638021,0.0000017280763],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014592445,0.0000800367,0.030553482,0.0000014106274,0.000028053095,6.152017e-7,0.9146385,0.0000010459538,0.0016217651,0.026154358,0.0017353114,0.025170786],"study_design_scores_gemma":[0.0004191511,0.00007002456,0.88110787,0.0000069688394,0.000061817205,1.590922e-7,0.115351155,0.00010041936,0.000008073175,0.0021859964,0.00061264634,0.000075745294],"about_ca_topic_score_codex":0.00395353,"about_ca_topic_score_gemma":0.0032677331,"teacher_disagreement_score":0.85055435,"about_ca_system_score_codex":0.0003433903,"about_ca_system_score_gemma":0.00003682523,"threshold_uncertainty_score":0.99725467},"labels":[],"label_agreement":null},{"id":"W2024239957","doi":"10.1016/j.futures.2009.01.007","title":"Risk, knowledge and contradiction: An alternative and transdiciplinary view as to how risk is induced","year":2009,"lang":"en","type":"article","venue":"Futures","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Contradiction; Ambiguity; Perspective (graphical); Epistemology; Risk management; Risk society; Sociology; Philosophy; Economics; Computer science; Social science; Management; Artificial intelligence","score_opus":0.02879485986430842,"score_gpt":0.3561709581481615,"score_spread":0.3273760982838531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024239957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688745,0.0014353741,0.00016003875,0.011102705,0.0003061284,0.00038674654,0.00001260012,0.000067782225,0.01765413],"genre_scores_gemma":[0.9874578,0.00944955,0.00014510831,0.0013110365,0.00066171883,0.000010444634,0.0000015726355,0.000004587969,0.0009581984],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991456,0.0002341199,0.000079572834,0.00023745674,0.00014526122,0.00015799042],"domain_scores_gemma":[0.9995914,0.00002618708,0.000044230666,0.000095875286,0.000036890342,0.00020541316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036230683,0.00009432721,0.00012317848,0.00006647338,0.000697614,0.00011535184,0.00009277125,0.00006361133,0.00014830621],"category_scores_gemma":[0.000029194416,0.00008264894,0.000026648988,0.000120288634,0.000070156566,0.00018741627,0.000013488638,0.00012151879,0.000019966223],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046029327,0.00008576618,0.0010063456,0.0000052078053,0.000029250345,0.0000040798523,0.3144779,0.0000014584481,0.00013090113,0.008270104,0.011555664,0.6643873],"study_design_scores_gemma":[0.0005952712,0.00069731293,0.39083323,0.00002409721,0.00006720692,0.000001424853,0.028388118,0.00006241023,0.000067178094,0.0075821565,0.5714598,0.00022183734],"about_ca_topic_score_codex":0.0014623028,"about_ca_topic_score_gemma":0.0034948927,"teacher_disagreement_score":0.66416544,"about_ca_system_score_codex":0.000026523636,"about_ca_system_score_gemma":0.000018783712,"threshold_uncertainty_score":0.53655535},"labels":[],"label_agreement":null},{"id":"W2025113355","doi":"10.1177/1359105308095962","title":"Health Risk Perceptions as Mediators of Socioeconomic Differentials in Health Behaviour","year":2008,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Statistics Canada; Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Socioeconomic status; Disadvantaged; Environmental health; Perception; Health equity; Population health; Social determinants of health; Psychology; Race and health; Health risk; Population; Public health; Medicine; Political science","score_opus":0.05160242017627012,"score_gpt":0.45768042357897354,"score_spread":0.4060780034027034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025113355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8735222,0.00081907545,0.00048075727,0.122871526,0.0013550381,0.00033164426,0.000010850212,0.0000133876065,0.0005955088],"genre_scores_gemma":[0.9126969,0.07465175,0.0006333217,0.011523196,0.00024605592,0.000005193672,0.0000029511734,0.000012325858,0.00022829839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945056,0.0024685524,0.0019116775,0.00020375433,0.00034320462,0.0005672421],"domain_scores_gemma":[0.99670494,0.00008765607,0.0025072582,0.00018553484,0.000085748616,0.0004288718],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0054380475,0.000121885954,0.0007933097,0.0005349428,0.0005939342,0.000007961043,0.0003044188,0.00011562903,0.0012126988],"category_scores_gemma":[0.00008471306,0.000117279626,0.00018086762,0.00018646574,0.0003435829,0.00013554581,0.00002353926,0.00049423025,0.00008568843],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082205275,0.0010150186,0.7316338,0.00007613135,0.000040099083,0.0000082287415,0.10623891,0.00003652655,0.0000057546517,0.0013134844,0.11857451,0.040975373],"study_design_scores_gemma":[0.0011967724,0.0008599987,0.9571973,0.00004517382,0.0000042852243,0.0000288226,0.008759834,0.0000015769332,1.2823313e-7,0.0009782895,0.030847559,0.000080238984],"about_ca_topic_score_codex":0.009157486,"about_ca_topic_score_gemma":0.0061889254,"teacher_disagreement_score":0.22556357,"about_ca_system_score_codex":0.00070288975,"about_ca_system_score_gemma":0.0017129115,"threshold_uncertainty_score":0.9997003},"labels":[],"label_agreement":null},{"id":"W2026528038","doi":"10.1111/nure.12072","title":"Principles for building public-private partnerships to benefit food safety, nutrition, and health research","year":2013,"lang":"en","type":"review","venue":"Nutrition Reviews","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Scope (computer science); Government (linguistics); Process (computing); Public relations; Business; Food industry; Engineering ethics; Marketing; Political science; Engineering; Computer science","score_opus":0.7805128353449389,"score_gpt":0.5569598829468154,"score_spread":0.22355295239812345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026528038","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.297095e-7,0.9424035,0.00084332674,0.032214668,0.00022959513,0.022373423,0.00009813714,0.00009933569,0.0017371752],"genre_scores_gemma":[0.0000012603863,0.96510875,0.014713615,0.0007091422,0.0011309026,0.015589236,0.00026654,0.000051418374,0.0024291328],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938713,0.0019264059,0.0016023911,0.0008622569,0.00072118227,0.0010164888],"domain_scores_gemma":[0.9973534,0.00029744772,0.00058870745,0.0005427945,0.00045882768,0.00075881823],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.013654055,0.00039073068,0.0018834335,0.00074795546,0.0017559043,0.00067888113,0.0006758656,0.0003194185,0.00034196433],"category_scores_gemma":[0.00093415566,0.0003457112,0.0004924625,0.0012950057,0.00019197013,0.00034390125,0.00024807142,0.00043862424,0.00036969042],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013998242,0.00012755308,4.3224378e-7,0.029057395,0.000015868114,1.16027444e-7,0.00019871768,1.0595338e-8,5.9488602e-8,0.24575041,0.089690894,0.63515717],"study_design_scores_gemma":[0.00030590442,0.00017020067,0.0000021415544,0.026441772,0.00005189405,0.0000013130071,0.00034952088,5.502948e-7,6.434526e-8,0.0029014728,0.96945256,0.00032259605],"about_ca_topic_score_codex":0.000090717134,"about_ca_topic_score_gemma":0.0012691304,"teacher_disagreement_score":0.8797617,"about_ca_system_score_codex":0.00087445305,"about_ca_system_score_gemma":0.00025289846,"threshold_uncertainty_score":0.9998995},"labels":[],"label_agreement":null},{"id":"W2026843769","doi":"10.1080/13698575.2014.884213","title":"‘I can choose’: the reflected prominence of personal control in representations of health risk in Canada","year":2014,"lang":"en","type":"article","venue":"Health Risk & Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Health Canada","keywords":"Public health; Psychology; Vulnerability (computing); Agency (philosophy); Perception; Health risk; Focus group; Social psychology; Risk perception; Environmental health; Medicine; Gerontology; Nursing; Sociology","score_opus":0.023534951958291295,"score_gpt":0.3490857557111563,"score_spread":0.325550803752865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026843769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93521076,0.000543673,0.0007706356,0.060625106,0.00020461067,0.0015787137,0.00012469328,0.00002124421,0.00092056434],"genre_scores_gemma":[0.9906435,0.0062499777,0.00033737562,0.0025757577,0.00003857579,0.000050627496,0.000005860769,0.000005953303,0.00009236471],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99654466,0.0017620871,0.00059672596,0.00021597647,0.0004766635,0.00040391245],"domain_scores_gemma":[0.99867016,0.0002899778,0.000638774,0.00019845678,0.00008213354,0.00012047188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004104364,0.000082874765,0.0003009439,0.000032706932,0.00044443095,0.000008308316,0.00019691199,0.0000391888,0.000050008453],"category_scores_gemma":[0.00030145206,0.000068384434,0.00007562788,0.0005798489,0.00019137538,0.000046065434,0.000021985225,0.0002900512,8.0436007e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021638409,0.00012107219,0.58760893,0.00012280015,0.00002265882,1.6315376e-7,0.3243582,0.000456088,0.0000067670526,0.0013923364,0.028151821,0.05773753],"study_design_scores_gemma":[0.0007938859,0.0000457685,0.9091287,0.000039158906,0.0000050729545,5.910532e-8,0.07311852,0.0039047936,8.607853e-7,0.00030772807,0.0125913,0.00006415323],"about_ca_topic_score_codex":0.9972212,"about_ca_topic_score_gemma":0.9975521,"teacher_disagreement_score":0.3215198,"about_ca_system_score_codex":0.0012241768,"about_ca_system_score_gemma":0.004418825,"threshold_uncertainty_score":0.7838806},"labels":[],"label_agreement":null},{"id":"W2028940996","doi":"10.1024//1421-0185.59.3.137","title":"Locus of control and perceptions of environmental risk factor: Inhabitants of slums facing domestic garbage","year":2000,"lang":"en","type":"article","venue":"Swiss Journal of Psychology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Moderation; Psychology; Locus of control; Stressor; Garbage; Social psychology; Developmental psychology; Clinical psychology","score_opus":0.009999914705646769,"score_gpt":0.3272271997917136,"score_spread":0.31722728508606685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028940996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945525,0.0003384678,0.0007516174,0.0002974464,0.00015547902,0.000117398784,0.000055970973,0.000003020083,0.003728124],"genre_scores_gemma":[0.99568456,0.0037964957,0.00023742263,0.000056879508,0.000049619033,6.8458604e-7,3.2383818e-7,0.0000053329004,0.00016865235],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986766,0.0002839553,0.0005296412,0.00010245067,0.0002559508,0.00015137611],"domain_scores_gemma":[0.99921596,0.0000681118,0.00047504742,0.00011178871,0.000033613313,0.00009546706],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051511417,0.00007795905,0.00031218646,0.0001512257,0.0000753514,0.0000050744557,0.00015715517,0.00008442124,0.0045088185],"category_scores_gemma":[0.00004279768,0.000068909576,0.000107504806,0.00008401157,0.0005907185,0.00010283907,0.000010969768,0.0001513878,0.000010973269],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000582194,0.0011434167,0.37614128,0.00004909466,0.00038553786,0.000028956203,0.052904837,0.0001806009,0.12662141,0.00062041625,0.001139439,0.44020283],"study_design_scores_gemma":[0.0017890736,0.00047931756,0.9886374,0.000030492141,0.00008687244,0.000021765547,0.005615084,0.000005510336,0.000038102033,0.0013336043,0.0018811538,0.00008164054],"about_ca_topic_score_codex":0.00013547127,"about_ca_topic_score_gemma":0.00010706005,"teacher_disagreement_score":0.61249614,"about_ca_system_score_codex":0.00002930758,"about_ca_system_score_gemma":0.000020300206,"threshold_uncertainty_score":0.9964012},"labels":[],"label_agreement":null},{"id":"W2029300513","doi":"10.1515/1944-4079.1100","title":"The Anatomy of a Brand: Shaping Nuclear Discourse to Create the Perception of a “Clean World”","year":2012,"lang":"en","type":"article","venue":"Risk Hazards & Crisis in Public Policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ignorance; Perception; Nuclear industry; Process (computing); Energy (signal processing); Business; Health risk; Nuclear disaster; Public relations; Clean energy; Marketing; Psychology; Political science; Engineering; Nuclear plant; Environmental health; Medicine; Environmental protection; Geography; Law; Computer science","score_opus":0.030904578940178194,"score_gpt":0.3818731227103008,"score_spread":0.35096854377012265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029300513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8826209,0.00010193146,0.00019692302,0.061832916,0.00022764565,0.00060579047,0.00002239633,0.00005630615,0.05433521],"genre_scores_gemma":[0.9955986,0.0017445843,0.00015851039,0.0010239288,0.00046487013,0.000036704885,0.0000013035691,0.000019291332,0.0009521825],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742013,0.00070588745,0.00042671114,0.00019278785,0.0006056279,0.00064888305],"domain_scores_gemma":[0.9988215,0.00013625696,0.00023751077,0.00047787678,0.00010816841,0.00021869504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037800467,0.00013751451,0.000226442,0.00049504533,0.0006863838,0.00015663091,0.000711163,0.00006234707,0.00038517333],"category_scores_gemma":[0.0006313693,0.00008882529,0.00016369694,0.0015772359,0.0004838359,0.00046369983,0.00020860738,0.00019782843,0.00005785478],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053687723,0.00022726283,0.020720515,0.000014073027,0.000062165294,2.4367608e-7,0.15300135,0.00001743695,0.00005040383,0.30654657,0.041956004,0.4773503],"study_design_scores_gemma":[0.00030281296,0.00003434604,0.22204314,0.000025112904,0.000036528574,3.261195e-7,0.14293487,0.00010036786,0.000006005636,0.0017578066,0.632608,0.00015070043],"about_ca_topic_score_codex":0.055906378,"about_ca_topic_score_gemma":0.01822086,"teacher_disagreement_score":0.590652,"about_ca_system_score_codex":0.00025724742,"about_ca_system_score_gemma":0.00017768439,"threshold_uncertainty_score":0.99969405},"labels":[],"label_agreement":null},{"id":"W2029738235","doi":"10.1190/1.1438690","title":"The exploration geophysicist as an expert witness","year":2000,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Witness; Computer science; Expert witness; History; Programming language; Archaeology","score_opus":0.05365836348101203,"score_gpt":0.3621603889593127,"score_spread":0.30850202547830063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029738235","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4391102,0.000082831226,0.00039132076,0.026282143,0.0006753862,0.00034403577,3.8719085e-7,0.00020374938,0.5329099],"genre_scores_gemma":[0.8893213,0.0007541418,0.000013671291,0.0012222463,0.0006854304,0.000034960925,0.0000018342896,0.0000067448973,0.107959665],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927264,0.00018626191,0.0000721856,0.00010204746,0.00019536377,0.00017149963],"domain_scores_gemma":[0.9996609,0.00004774028,0.000022697042,0.00021052899,0.000020135547,0.000038001734],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052563543,0.00005144764,0.00004605216,0.000010376003,0.0015712193,0.00020260937,0.00030164773,0.000021797388,0.00045181517],"category_scores_gemma":[0.00001738165,0.000029969537,0.000027523947,0.00012634002,0.00025175005,0.0003161618,0.000013087273,0.000058932394,0.0025751372],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020812095,0.000038942242,0.000012252527,9.195807e-7,0.000007411962,8.014418e-7,0.15799741,0.00005026171,0.00019629397,0.20746809,0.033278283,0.6009285],"study_design_scores_gemma":[0.000059501883,0.000017643537,0.00030930983,0.000004127458,0.0000037507496,1.3000015e-7,0.016043022,0.00009415428,0.000038234826,0.013506352,0.96986115,0.000062636944],"about_ca_topic_score_codex":0.0012984456,"about_ca_topic_score_gemma":0.0014651618,"teacher_disagreement_score":0.93658286,"about_ca_system_score_codex":0.000043321255,"about_ca_system_score_gemma":0.000019034209,"threshold_uncertainty_score":0.9997286},"labels":[],"label_agreement":null},{"id":"W2030273567","doi":"10.1139/s05-012","title":"Towards meaningful stakeholder comprehension of sour gas facility risk assessments","year":2006,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Risk analysis (engineering); Risk management; Comprehension; Stakeholder; Population; Process (computing); Business; Environmental resource management; Computer science; Public relations; Political science; Environmental science; Medicine; Computer security; Environmental health","score_opus":0.02274901069997267,"score_gpt":0.2611316221085195,"score_spread":0.2383826114085468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030273567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941088,0.00008934543,0.0044655683,0.000055220702,0.00016811311,0.00004938739,0.000006923804,0.0000067807036,0.001049865],"genre_scores_gemma":[0.9970984,0.00039634234,0.0023404015,0.00000808201,0.000038015944,3.1773476e-7,2.6896674e-7,0.0000022076583,0.00011597118],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99883264,0.000031681106,0.00023389034,0.00010476669,0.0006369973,0.00016000202],"domain_scores_gemma":[0.99963856,0.000018578537,0.00016186858,0.00006937903,0.00001633985,0.0000953014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010946996,0.000065660686,0.000118527125,0.00010585087,0.00019070628,0.00004138475,0.0001572036,0.000023315333,0.00008237071],"category_scores_gemma":[0.000030460547,0.000056961544,0.00004115683,0.00011933263,0.00033492147,0.00029503042,0.000051596715,0.00010436031,0.0000020750763],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009829737,0.0009933086,0.12635033,0.00007894152,0.0000731619,0.0000359157,0.014532192,0.14167951,0.5660839,0.004292886,0.00084831123,0.14493325],"study_design_scores_gemma":[0.00046771392,0.00015744497,0.9719787,0.000033629232,0.00002816115,0.0000076099527,0.0035116212,0.004155885,0.0011642614,0.00020907294,0.018130569,0.00015529763],"about_ca_topic_score_codex":0.000190798,"about_ca_topic_score_gemma":0.000008762547,"teacher_disagreement_score":0.8456284,"about_ca_system_score_codex":0.00011972657,"about_ca_system_score_gemma":0.000031513326,"threshold_uncertainty_score":0.23228243},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.19102945498801432,"score_gpt":0.46975529342391426,"score_spread":0.27872583843589993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030835327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844424,0.00012590236,0.00021657231,0.014073762,0.00013335136,0.00020370021,0.0000043387518,0.0000018542993,0.0007981121],"genre_scores_gemma":[0.9983465,0.00039948148,0.00055731874,0.0004411711,0.00013320918,0.0000032395008,0.0000020430036,0.0000055373584,0.00011150065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99620646,0.0014979318,0.00056501606,0.00009459651,0.0011500317,0.00048597655],"domain_scores_gemma":[0.9976688,0.001498488,0.0002783862,0.000095744756,0.00022450111,0.00023409881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013497367,0.000052148647,0.00012353202,0.00023003484,0.0005567907,0.00011419763,0.00019438806,0.0000328981,0.00012219927],"category_scores_gemma":[0.0034051375,0.000039185943,0.000021691452,0.00065545156,0.00011608154,0.00021676098,0.000029738983,0.00059386896,0.0000029759478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000531476,0.00014662428,0.63892704,0.000007791375,0.000022301903,0.000035431294,0.2937108,0.0075025926,0.00021886209,0.0014094709,0.025490332,0.03247563],"study_design_scores_gemma":[0.0003724275,0.000048440055,0.9097657,0.00006278779,0.0000019372087,2.2747122e-7,0.078326255,0.0006958251,0.000019280544,0.0007079148,0.0099496525,0.000049561073],"about_ca_topic_score_codex":0.9824373,"about_ca_topic_score_gemma":0.9991321,"teacher_disagreement_score":0.27083868,"about_ca_system_score_codex":0.0010588886,"about_ca_system_score_gemma":0.0021697555,"threshold_uncertainty_score":0.4677945},"labels":[],"label_agreement":null},{"id":"W2032995586","doi":"10.5539/ass.v7n10p249","title":"How to Cope with Risks --- Environmental Security Concept in the Modern Society","year":2011,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental security; Set (abstract data type); Focus (optics); Risk analysis (engineering); Business; Political science; Environmental resource management; Computer science; Economics; Law","score_opus":0.043195356780716655,"score_gpt":0.3022779178224493,"score_spread":0.2590825610417326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032995586","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18874036,0.000015285992,0.0015989636,0.0130573325,0.00016772277,0.00089806627,0.000010721436,0.00006382411,0.7954477],"genre_scores_gemma":[0.99709034,0.000020031119,0.000413586,0.0016216066,0.00012304616,0.000030880088,7.7058405e-7,0.000004493461,0.0006952258],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981873,0.00013804236,0.00008531546,0.00030916085,0.00083393126,0.00044624202],"domain_scores_gemma":[0.9996559,0.0000118022335,0.000049960436,0.0001428446,0.00001749085,0.00012202124],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011514389,0.0000912725,0.0000908941,0.000032790547,0.0013353643,0.00022101439,0.0007686545,0.000049833463,0.00017518591],"category_scores_gemma":[0.00001993619,0.00006633143,0.000051094627,0.0006368412,0.002086379,0.00046736252,0.000095331154,0.00013777125,0.0000369801],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061563874,0.00008602079,0.0014824008,7.578473e-7,0.0000028265551,0.000002830103,0.9071643,2.7720674e-7,0.00007826064,0.02404529,0.0022214549,0.06490947],"study_design_scores_gemma":[0.00035947206,0.000098793054,0.2892317,0.000005690588,0.000011193871,5.980114e-7,0.6266537,0.000024105568,0.0000506408,0.0073355115,0.075942114,0.0002865167],"about_ca_topic_score_codex":0.0016416756,"about_ca_topic_score_gemma":0.0017781807,"teacher_disagreement_score":0.80835,"about_ca_system_score_codex":0.00022771467,"about_ca_system_score_gemma":0.00010428332,"threshold_uncertainty_score":0.9999648},"labels":[],"label_agreement":null},{"id":"W2033188814","doi":"10.1002/bsl.570","title":"Assessing normative approaches to communicating violence risk: a national survey of psychologists","year":2004,"lang":"en","type":"article","venue":"Behavioral Sciences & the Law","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Normative; Psychological intervention; Context (archaeology); Risk assessment; Psychology; Applied psychology; Risk management; Human factors and ergonomics; Poison control; Social psychology; Style (visual arts); Suicide prevention; Risk perception; Medicine; Environmental health; Computer security; Computer science; Psychiatry; Business; Geography; Political science","score_opus":0.5983966379397894,"score_gpt":0.49539900804026055,"score_spread":0.10299762989952882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033188814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9515336,0.000030050005,0.00091098534,0.0045005972,0.000102681974,0.00033409178,0.00001272724,0.000039442733,0.042535778],"genre_scores_gemma":[0.9939656,0.0000462743,0.005563135,0.000348214,0.000020200194,0.000025139136,0.000002776624,0.000002778297,0.000025837493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99788153,0.00070068904,0.00022658837,0.00020036542,0.0007411474,0.00024969032],"domain_scores_gemma":[0.99931544,0.00012915157,0.00020026398,0.00016759607,0.00011917163,0.000068363515],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0062756133,0.000079067046,0.00010853479,0.00004743914,0.0017068888,0.00025913297,0.001079587,0.000038014925,0.000036806283],"category_scores_gemma":[0.00013600863,0.000054948574,0.00004097851,0.0008243081,0.0020254932,0.00052162906,0.00017699285,0.00012710223,0.00003078266],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001919719,0.0008179722,0.075360306,0.000005799297,0.000011338077,9.968206e-7,0.08957034,0.005067581,0.00029984475,0.7534653,0.00019874655,0.07518259],"study_design_scores_gemma":[0.00023854799,0.00012939515,0.9434062,0.00008678631,0.000017365614,8.037645e-7,0.0316775,0.000086729924,0.00008139434,0.022188168,0.0018537294,0.00023333107],"about_ca_topic_score_codex":0.1082765,"about_ca_topic_score_gemma":0.06295749,"teacher_disagreement_score":0.8680459,"about_ca_system_score_codex":0.00012119657,"about_ca_system_score_gemma":0.00012898029,"threshold_uncertainty_score":0.9995928},"labels":[],"label_agreement":null},{"id":"W2034116231","doi":"10.1016/j.actpsy.2015.01.001","title":"The consequences of suggesting false childhood food events","year":2015,"lang":"en","type":"article","venue":"Acta Psychologica","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor; Kwantlen Polytechnic University","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; Kwantlen Polytechnic University","keywords":"Psychology; Developmental psychology; Cognitive psychology","score_opus":0.10389123536777989,"score_gpt":0.37452012720091243,"score_spread":0.27062889183313255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034116231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81105536,0.00014592409,0.0000202043,0.012086668,0.00046937526,0.00023233354,0.0000023461257,0.00006477303,0.175923],"genre_scores_gemma":[0.9977544,0.00048156775,0.00024373917,0.00046256758,0.00007643451,0.000013837227,8.191199e-7,0.0000030366073,0.0009636301],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989542,0.0002382818,0.00016308017,0.00014436414,0.000295279,0.00020481044],"domain_scores_gemma":[0.9994294,0.000107167514,0.00012037608,0.00018360923,0.000069064496,0.00009036899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012108171,0.000060408376,0.000083807994,0.000023157547,0.00035289789,0.000033684657,0.00039753,0.000051085197,0.00009920975],"category_scores_gemma":[0.0005643098,0.0000378061,0.00004185125,0.00017330592,0.00039287275,0.00007615985,0.000042384923,0.00007260188,0.000054894914],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014851533,0.0013053631,0.10718813,0.000011660012,0.00023238275,0.000010343762,0.11529939,0.00001944352,0.0017860174,0.24294282,0.26700413,0.2640518],"study_design_scores_gemma":[0.00055353716,0.0004037197,0.22656423,0.000017621296,0.000014553279,0.0000019611125,0.031305213,7.5599183e-7,0.000039349507,0.030933393,0.71000105,0.00016463228],"about_ca_topic_score_codex":0.00017790475,"about_ca_topic_score_gemma":0.00024434185,"teacher_disagreement_score":0.44299692,"about_ca_system_score_codex":0.000022314356,"about_ca_system_score_gemma":0.000047473186,"threshold_uncertainty_score":0.27142408},"labels":[],"label_agreement":null},{"id":"W2034563508","doi":"10.1016/j.envint.2009.09.007","title":"Safe drinking water: Critical components of effective inter-agency relationships","year":2009,"lang":"en","type":"article","venue":"Environment International","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canadian Water Network; Natural Sciences and Engineering Research Council of Canada; American Water Works Association Research Foundation; Water Research Foundation","keywords":"Agency (philosophy); Business; Proactivity; Public health; Water quality; Reputation; Environmental planning; Public relations; Environmental resource management; Environmental health; Medicine; Environmental science; Nursing; Political science; Sociology; Management; Economics","score_opus":0.03202841645880299,"score_gpt":0.31065039965021896,"score_spread":0.27862198319141596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034563508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7197721,0.000026693959,0.027583545,0.015225925,0.0011126085,0.0004799606,0.000009803233,0.00006279665,0.23572657],"genre_scores_gemma":[0.9964182,0.000098391974,0.0009961792,0.00017980946,0.00012924486,0.000011767004,0.000038099835,0.0000037274622,0.0021245787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99890476,0.00017291869,0.00019681103,0.00015430232,0.00042692237,0.0001442891],"domain_scores_gemma":[0.9997165,0.000080418606,0.000039351416,0.00009116327,0.000016213975,0.00005631854],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004725335,0.00006775283,0.000076869066,0.00008278442,0.00020115246,0.000026429263,0.00020300673,0.000043515327,0.0039883885],"category_scores_gemma":[0.00007584454,0.0000614772,0.00006134096,0.00002473266,0.00014408003,0.0001749183,0.000054523192,0.000109787936,0.00043713074],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012451877,0.0018566733,0.067731604,0.000012773793,0.00016932603,0.000019091325,0.06976106,0.0008764562,0.02690954,0.671711,0.0036664647,0.15716146],"study_design_scores_gemma":[0.0004158704,0.0000945768,0.58877134,0.000041538635,0.000022224145,7.977446e-7,0.0012282484,0.00035966613,0.0008176869,0.022001972,0.38606116,0.0001848802],"about_ca_topic_score_codex":0.00006802915,"about_ca_topic_score_gemma":0.000013242455,"teacher_disagreement_score":0.64970905,"about_ca_system_score_codex":0.00019418068,"about_ca_system_score_gemma":0.000003668637,"threshold_uncertainty_score":0.9969221},"labels":[],"label_agreement":null},{"id":"W2035088118","doi":"10.1504/ijgenvi.2008.017263","title":"Factor analytic investigation of Canadians' population health risk perceptions: the role of locus of control over health risks","year":2008,"lang":"en","type":"article","venue":"International Journal of Global Environmental Issues","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Health Canada","keywords":"Public health; Risk perception; Environmental health; Population; Population health; Social determinants of health; Perception; Psychology; Exploratory factor analysis; Health belief model; Risk factor; Confirmatory factor analysis; Structural equation modeling; Health promotion; Medicine; Psychometrics; Clinical psychology","score_opus":0.019220422784255353,"score_gpt":0.3371402922513883,"score_spread":0.31791986946713297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035088118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99471265,0.0011920264,0.00020454155,0.0030822281,0.00018172967,0.00018448175,0.00025224453,0.0000033226609,0.00018679912],"genre_scores_gemma":[0.99406224,0.0052672634,0.00020332905,0.00028897705,0.000120571465,0.000001117049,0.000012537194,0.000004091327,0.000039860566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783117,0.00032992754,0.00069765165,0.00009000316,0.000923116,0.00012815204],"domain_scores_gemma":[0.99835634,0.0000385521,0.0013210478,0.00008972862,0.000066598586,0.00012773869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005346636,0.000083062725,0.0002468878,0.00008854327,0.0001452575,0.000010714742,0.00028955366,0.000038886294,0.0003945938],"category_scores_gemma":[0.00005242184,0.00006801187,0.00014128665,0.00009753333,0.00037501703,0.00022449697,0.000021932878,0.000090643436,0.0000039505403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048755566,0.00009660163,0.9754078,0.000004503022,0.00013213433,9.909768e-7,0.010476678,0.0012098018,0.00016870102,0.0013440003,0.0004344987,0.010675568],"study_design_scores_gemma":[0.00043805418,0.00015244841,0.9870521,0.00004059878,0.000019067698,0.0000042188994,0.008141418,0.00011057532,0.000021062579,0.0011649296,0.002806618,0.000048901955],"about_ca_topic_score_codex":0.2207898,"about_ca_topic_score_gemma":0.013244974,"teacher_disagreement_score":0.20754483,"about_ca_system_score_codex":0.0009076128,"about_ca_system_score_gemma":0.00016536367,"threshold_uncertainty_score":0.78439903},"labels":[],"label_agreement":null},{"id":"W2037098730","doi":"10.1080/13698570802536567","title":"‘Tales of mind over cancer’: Cancer risk and prevention in the Canadian print media","year":2009,"lang":"en","type":"article","venue":"Health Risk & Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Newspaper; Order (exchange); Cancer prevention; Media coverage; Control (management); Public relations; Cancer; Environmental health; Political science; Psychology; Sociology; Medicine; Advertising; Business; Media studies; Computer science","score_opus":0.041642818498777726,"score_gpt":0.4019417760839408,"score_spread":0.3602989575851631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037098730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808356,0.002710915,0.000038052953,0.01431909,0.00016845649,0.00063219166,0.000059358776,0.000010138481,0.0012261666],"genre_scores_gemma":[0.8896266,0.108053274,0.00032516092,0.00169682,0.000120629156,0.000031545642,0.0000033159818,0.0000031632287,0.00013947612],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99865633,0.00034660508,0.0002150519,0.0001695955,0.00029853472,0.00031390775],"domain_scores_gemma":[0.99945277,0.00004905365,0.00019163139,0.00011223263,0.000033532462,0.00016080786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018292442,0.0000726314,0.00013199887,0.000030119016,0.00062832836,0.000032702217,0.00012169497,0.000076653225,0.00018366711],"category_scores_gemma":[0.00003822205,0.000057245474,0.000070530186,0.00023469524,0.00016229674,0.00007754094,0.000010536242,0.00019813942,0.0000021975827],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051502493,0.00004737432,0.14382258,0.000026508415,0.0000131024435,3.0147154e-7,0.3841419,0.000059219958,0.0000014995272,0.0019353251,0.017190222,0.45275682],"study_design_scores_gemma":[0.0002192248,0.000024523877,0.85463315,0.00003342701,0.000012634095,4.0027434e-8,0.019441012,0.00009159688,6.9787615e-7,0.0013578779,0.12412705,0.00005875306],"about_ca_topic_score_codex":0.9275648,"about_ca_topic_score_gemma":0.9930635,"teacher_disagreement_score":0.7108106,"about_ca_system_score_codex":0.0005853738,"about_ca_system_score_gemma":0.0009003977,"threshold_uncertainty_score":0.4832657},"labels":[],"label_agreement":null},{"id":"W2037185813","doi":"10.1002/cncr.22880","title":"Prevalence and sociodemographic correlates of beliefs regarding cancer risks","year":2007,"lang":"en","type":"article","venue":"Cancer","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Cancer; Odds ratio; Odds; Quarter (Canadian coin); Intervention (counseling); Cancer screening; Public health; Demography; Gerontology; Environmental health; Family medicine; Logistic regression; Psychiatry; Pathology","score_opus":0.05061278647577089,"score_gpt":0.3852563659300609,"score_spread":0.33464357945429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037185813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97199297,0.0081970375,0.00030298356,0.00083240325,0.00053699396,0.00020850502,0.0000075926855,0.000045662895,0.017875826],"genre_scores_gemma":[0.95034504,0.044980735,0.0000676982,0.00018215242,0.00016424475,0.000019826088,2.6611224e-7,0.0000054829047,0.0042345733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992736,0.00003537032,0.00013195068,0.00015050861,0.00020454294,0.00020403108],"domain_scores_gemma":[0.99965274,0.000044087512,0.00008352944,0.00007753621,0.00006704785,0.00007505921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062769407,0.000059691803,0.00009394451,0.000062131854,0.00022759553,0.00001697354,0.000098254764,0.00006314151,0.00067400595],"category_scores_gemma":[0.000028605811,0.000056489644,0.000039036688,0.00018602383,0.0003368228,0.000105432315,0.000030158539,0.00007727863,0.0000040037153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000126406385,0.000014458405,0.90412915,0.00007143541,0.000029188845,8.514908e-7,0.016190907,0.000034430297,0.00018718006,0.007550499,0.0029563298,0.06882293],"study_design_scores_gemma":[0.00028226204,0.00001692662,0.91265416,0.00016291371,0.000054936892,1.09612635e-7,0.0036141174,0.000029298673,0.00011877469,0.0008569335,0.08205897,0.00015056803],"about_ca_topic_score_codex":0.0054474967,"about_ca_topic_score_gemma":0.0053898655,"teacher_disagreement_score":0.07910265,"about_ca_system_score_codex":0.00007706272,"about_ca_system_score_gemma":0.00004947984,"threshold_uncertainty_score":0.8235022},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.10731542442140646,"score_gpt":0.48346975885300125,"score_spread":0.3761543344315948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037754201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936764,0.00038608426,0.00011083851,0.0021922956,0.000102011654,0.00021779616,0.0000066924385,0.0000015515305,0.0033063083],"genre_scores_gemma":[0.9940855,0.0048930617,0.00067225745,0.00002982508,0.000035479126,6.315041e-7,6.7490845e-8,0.000002866879,0.00028033627],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9948117,0.0031782188,0.00038191574,0.00008312884,0.0013795716,0.00016542645],"domain_scores_gemma":[0.9973566,0.00097451365,0.00062721904,0.00017201534,0.000810723,0.000058941358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008230957,0.00005947279,0.00019862133,0.000121130935,0.00037987676,0.000027397518,0.00034647188,0.000048241276,0.000063758365],"category_scores_gemma":[0.0021370645,0.000028259165,0.00013932459,0.00043530835,0.00079852197,0.00016131188,0.00012643733,0.00051208085,6.751481e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012613479,0.0011561626,0.17606753,0.00009498211,0.00037339574,0.000007932234,0.40315887,0.0024220406,0.018435204,0.27468202,0.022994913,0.09934561],"study_design_scores_gemma":[0.0005850112,0.0003637371,0.8627232,0.00016561242,0.000052203588,0.0000016112224,0.11162801,0.00015850393,0.00068814604,0.02159067,0.001993344,0.00004999993],"about_ca_topic_score_codex":0.00080564,"about_ca_topic_score_gemma":0.0006522335,"teacher_disagreement_score":0.6866556,"about_ca_system_score_codex":0.00007939132,"about_ca_system_score_gemma":0.00022717388,"threshold_uncertainty_score":0.29421875},"labels":[],"label_agreement":null},{"id":"W2038203106","doi":"10.1080/13698570903329466","title":"Danger from above? A quantitative study of perceptions of hazards from falling rockets in the Altai region of Siberia","year":2010,"lang":"en","type":"article","venue":"Health Risk & Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McMaster University; London School of Hygiene and Tropical Medicine","keywords":"General Health Questionnaire; Distress; Environmental health; Psychology; Psychological distress; Falling (accident); Mental health; Scale (ratio); Demography; Geography; Medicine; Psychiatry; Clinical psychology; Cartography; Sociology","score_opus":0.04863448485696852,"score_gpt":0.39241430124370397,"score_spread":0.34377981638673544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038203106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996261,0.00014206978,0.0007673638,0.0013633708,0.0002184178,0.00080478186,0.00007927581,0.000017159608,0.0003465593],"genre_scores_gemma":[0.99266493,0.003438909,0.0034053058,0.0003089527,0.0000880676,0.000033659948,0.0000136255085,0.000008480464,0.00003804535],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976996,0.0007729566,0.0005395762,0.00024078331,0.0005244283,0.00022265772],"domain_scores_gemma":[0.99856424,0.00036308734,0.0005415634,0.00032147334,0.00014150381,0.00006813825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017032783,0.00010215942,0.00032410034,0.000036358335,0.0003530526,0.000015107092,0.0003038005,0.00010403782,0.00015553998],"category_scores_gemma":[0.00012089836,0.000081712475,0.00015621688,0.00036213442,0.00026994332,0.00011104535,0.000048248272,0.00034855338,0.0000050278304],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022688804,0.0006885285,0.06810642,0.000020369695,0.00004330406,2.5319017e-7,0.9193842,0.0000379774,0.0003972904,0.0006806712,0.004172614,0.0064457],"study_design_scores_gemma":[0.00046613126,0.00013356197,0.48664102,0.000026777996,0.00002581671,1.9875033e-8,0.50933194,0.00024404834,0.0000038316616,0.0008832902,0.0021854343,0.000058104328],"about_ca_topic_score_codex":0.27501038,"about_ca_topic_score_gemma":0.20241117,"teacher_disagreement_score":0.4185346,"about_ca_system_score_codex":0.00007066496,"about_ca_system_score_gemma":0.00021723476,"threshold_uncertainty_score":0.8121427},"labels":[],"label_agreement":null},{"id":"W2039253421","doi":"10.3821/1913-701x(2008)141[164:crapoh]2.0.co;2","title":"Concern rises about possibility of human-to-human transmission","year":2008,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transmission (telecommunications); Environmental science; Computer science; Telecommunications","score_opus":0.10130835301341092,"score_gpt":0.3655619226776696,"score_spread":0.2642535696642587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039253421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805039,0.00031843557,0.0001824189,0.0002785439,0.00091531535,0.00047643672,0.00012872358,0.000035884303,0.017160304],"genre_scores_gemma":[0.98951834,0.0037019758,0.00013383216,0.0016031598,0.0006250753,0.00001022402,0.000011166243,0.000029190971,0.0043670214],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969343,0.0003616703,0.00067350594,0.00037084497,0.0007482403,0.0009114259],"domain_scores_gemma":[0.9958528,0.00004564035,0.00024455966,0.00022669167,0.0005619153,0.003068341],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009847911,0.00026019188,0.00037076924,0.00036753336,0.0035377415,0.0001034298,0.0007901269,0.000068337984,0.0046859584],"category_scores_gemma":[0.000092400536,0.0002792599,0.00018407211,0.000642246,0.0006754944,0.00033632226,0.000030833526,0.0004093529,0.000016982038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024832244,0.00044644068,0.032074682,0.00052059273,0.00046267742,0.048749242,0.1720319,0.0018354902,0.042044036,0.0024176035,0.38029215,0.31887686],"study_design_scores_gemma":[0.0028421124,0.0001343719,0.0024704249,0.000063107516,0.00015275086,0.016202152,0.0004084029,0.0001573523,0.003214243,0.00032918208,0.9729755,0.0010504163],"about_ca_topic_score_codex":0.37641484,"about_ca_topic_score_gemma":0.5435308,"teacher_disagreement_score":0.5926833,"about_ca_system_score_codex":0.0024662244,"about_ca_system_score_gemma":0.003619237,"threshold_uncertainty_score":0.99996597},"labels":[],"label_agreement":null},{"id":"W2039625755","doi":"10.1111/j.1541-1338.2005.00156.x","title":"Bioethical Policymaking for Advanced Medical Technologies: Institutional Characteristics and Citizen Participation in Eight OECD Countries<sup>1</sup>","year":2005,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bioethics; Deliberation; Public administration; Political science; Parliament; Jurisdiction; Legislature; Public institution; Public policy; Economic growth; Law; Economics; Politics","score_opus":0.12712481296607173,"score_gpt":0.5426952586423637,"score_spread":0.415570445676292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039625755","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14401254,0.024764678,0.0012501221,0.7886772,0.00009422936,0.005519262,0.0001623977,0.00022909176,0.03529046],"genre_scores_gemma":[0.67939067,0.31730375,0.0006519494,0.0017354204,0.00040453102,0.0002760285,0.000017702792,0.0000075526186,0.00021242959],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753064,0.0003452874,0.0004415502,0.00021192105,0.0010027261,0.00046787428],"domain_scores_gemma":[0.99892294,0.00047848516,0.00007609512,0.00016340452,0.00023338837,0.00012570317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051359558,0.000081899794,0.00027013654,0.00036596644,0.00031544454,0.000034758177,0.00029823993,0.00016806398,0.0002675849],"category_scores_gemma":[0.007850442,0.000072086026,0.00004668855,0.0005283424,0.0012590091,0.00015157883,0.00014738171,0.0002986121,0.000042572814],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022995717,0.00008083361,0.0005476713,0.0017138903,0.00000807736,0.0000016285337,0.0022733272,0.0000038336693,0.000011775014,0.52074033,0.0021684112,0.4724272],"study_design_scores_gemma":[0.0003991896,0.000054054522,0.0014278635,0.0020397515,0.0000063571315,8.7711976e-7,0.0008194609,0.0006346427,0.000013582763,0.0019651833,0.9925444,0.00009461729],"about_ca_topic_score_codex":0.00058131776,"about_ca_topic_score_gemma":0.0007127921,"teacher_disagreement_score":0.990376,"about_ca_system_score_codex":0.00034081627,"about_ca_system_score_gemma":0.00086142455,"threshold_uncertainty_score":0.939828},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.13730917431363654,"score_gpt":0.4066812926245705,"score_spread":0.26937211831093394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041930861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808476,0.00053173694,0.0013771413,0.011491095,0.00012208334,0.00065646233,0.000018356648,0.0000038429675,0.0049516866],"genre_scores_gemma":[0.99096626,0.0084013,0.00035275987,0.000009980462,0.000044896675,0.00001949805,0.0000034442614,0.0000036848382,0.00019819677],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982171,0.00025451576,0.0005714168,0.00006989176,0.0006611545,0.00022592722],"domain_scores_gemma":[0.9986337,0.00024427992,0.0004219874,0.00013470177,0.00050778594,0.000057537993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042014015,0.000055244203,0.000138218,0.0003715124,0.00034253797,0.000054473563,0.00028199097,0.000050096518,0.00005323643],"category_scores_gemma":[0.00009123641,0.000039678387,0.00005517746,0.00048370493,0.00020186616,0.00041289377,0.00005795921,0.00023926409,0.0000011064773],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009562337,0.00014411665,0.19346702,0.00011579148,0.0001288267,0.0000015822228,0.022925725,0.0007307692,0.00008627792,0.02108737,0.011319363,0.74989754],"study_design_scores_gemma":[0.00048710383,0.000046142482,0.9025052,0.000037790327,0.00002689299,0.0000014284077,0.07017621,0.00020319373,0.0000037124241,0.0077561126,0.018715601,0.00004058318],"about_ca_topic_score_codex":0.56681424,"about_ca_topic_score_gemma":0.51245856,"teacher_disagreement_score":0.74985695,"about_ca_system_score_codex":0.00040570018,"about_ca_system_score_gemma":0.00034035268,"threshold_uncertainty_score":0.4964378},"labels":[],"label_agreement":null},{"id":"W2044735514","doi":"10.1016/s0277-9536(02)00128-4","title":"Different frames, different fears: communicating about chlorinated drinking water and cancer in the Canadian media","year":2003,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Ottawa","funders":"Natural Resources Canada; Canadian Medical Association; Ministry of Environment; Ministry of Natural Resources","keywords":"Public health; Action (physics); Public opinion; Mass media; Safe Drinking Water Act; Environmental health; Public relations; Water supply; Water utility; Health risk; Risk perception; Political science; Business; Perception; Psychology; Medicine; Law; Engineering; Water quality; Environmental engineering; Nursing","score_opus":0.03916117719562925,"score_gpt":0.34291973456279273,"score_spread":0.3037585573671635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044735514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92461973,0.00025695795,0.0000064864275,0.023900487,0.0005025548,0.00033141096,0.0000011119812,0.000025566587,0.05035568],"genre_scores_gemma":[0.9969333,0.0009208758,0.0000042492907,0.0016798076,0.00023300055,0.000044372075,0.0000030510312,0.000005607961,0.00017573185],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99762154,0.00035020534,0.00020909305,0.00025022152,0.0008853766,0.0006835834],"domain_scores_gemma":[0.99937004,0.00009087528,0.000053370863,0.00017596011,0.00007159889,0.00023813687],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027380711,0.00012526805,0.0001910477,0.00017853685,0.0026910724,0.00015894967,0.00065046933,0.00007266893,0.0005665475],"category_scores_gemma":[0.00030950093,0.00006889331,0.000023388076,0.00055156683,0.0024592609,0.00014662898,0.00005763019,0.00030985335,0.0000035120559],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023786142,0.000034270237,0.06001407,0.000006117291,0.0000055476567,0.000004595259,0.7970927,9.1672456e-7,0.00045822284,0.09687799,0.00039862058,0.0451046],"study_design_scores_gemma":[0.0007874454,0.000035056873,0.66210115,0.00014469626,0.000030862146,7.486774e-7,0.13203102,0.00004139122,0.000076783756,0.0069275014,0.19751598,0.00030735266],"about_ca_topic_score_codex":0.340763,"about_ca_topic_score_gemma":0.8591477,"teacher_disagreement_score":0.66506165,"about_ca_system_score_codex":0.0006374421,"about_ca_system_score_gemma":0.00018473266,"threshold_uncertainty_score":0.9986073},"labels":[],"label_agreement":null},{"id":"W2044933191","doi":"10.1111/j.1571-9979.2006.00083.x","title":"The Risks of Peace: Implications for International Mediation","year":2006,"lang":"en","type":"article","venue":"Negotiation Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Covenant; Negotiation; Mediation; Settlement (finance); Political science; International law; Law and economics; Law; Business; Sociology; Finance","score_opus":0.0672018413557321,"score_gpt":0.4156899184016398,"score_spread":0.34848807704590773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044933191","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09003857,0.0005088035,0.48291698,0.26452532,0.009881185,0.0014410663,0.000046624427,0.00012582137,0.15051562],"genre_scores_gemma":[0.9934299,0.00078871305,0.0015199088,0.00011474909,0.001675706,0.00002434854,0.000018325598,0.0000045663987,0.0024237998],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993004,0.00007189086,0.00024365456,0.000054536904,0.00022769085,0.00010177855],"domain_scores_gemma":[0.99901915,0.00012888068,0.00027093056,0.00005943141,0.0004895952,0.00003199955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091617357,0.000033235774,0.000039984487,0.00005753201,0.0008203087,0.00011971025,0.0001800245,0.000029926534,0.00012177664],"category_scores_gemma":[0.00033266572,0.000025972393,0.0000620254,0.0000926412,0.00006376277,0.00018512149,0.0000089451205,0.00005446447,0.000007816292],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028329247,0.000098177065,0.038010746,0.0000029334692,0.000038556227,6.692444e-8,0.0049798,0.0013571492,0.00068681035,0.52164674,0.28485832,0.14829235],"study_design_scores_gemma":[0.0002728313,0.000011347197,0.26317376,0.0000021781198,0.000009817605,5.4948373e-7,0.0012370384,0.00019622949,0.000023822813,0.01832052,0.7167158,0.000036083096],"about_ca_topic_score_codex":0.00013717852,"about_ca_topic_score_gemma":0.00067032996,"teacher_disagreement_score":0.9033913,"about_ca_system_score_codex":0.00009935137,"about_ca_system_score_gemma":0.00007741212,"threshold_uncertainty_score":0.6309234},"labels":[],"label_agreement":null},{"id":"W2045569782","doi":"10.1177/1463499605055724","title":"Book Review: Purity and Danger","year":2005,"lang":"en","type":"article","venue":"Anthropological Theory","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Epistemology; Sociology; Political science; Philosophy","score_opus":0.024761499093167858,"score_gpt":0.37483042053665955,"score_spread":0.35006892144349167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045569782","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012339726,0.35641167,0.0004480835,0.11806917,0.00017921448,0.0003574387,0.0000016850228,0.00017470111,0.52312404],"genre_scores_gemma":[0.037879985,0.8466216,0.0001929542,0.08377546,0.0002793866,0.000014543046,0.0000011849852,0.0000035200737,0.031231398],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909514,0.00035754475,0.00009653181,0.0001489411,0.00013100858,0.00017082988],"domain_scores_gemma":[0.9997052,0.00007157351,0.000025688902,0.00009820306,0.00001680166,0.00008250964],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00090807024,0.000056989964,0.00010638071,0.000014013339,0.00037775506,0.00001871663,0.000101178026,0.00005362159,0.050920885],"category_scores_gemma":[0.00015433016,0.000041041527,0.0000383469,0.000057567948,0.0013754611,0.00018235922,0.000057290927,0.000075306445,0.00042297426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036561325,0.00003807882,0.000029408846,0.000009137558,0.000003571817,0.0000019211816,0.00054633355,4.834732e-8,0.000003842829,0.3603434,0.56148547,0.07753512],"study_design_scores_gemma":[0.000054240067,0.000020766101,0.00051581964,0.000020777294,0.000009412664,4.9861603e-7,0.000944463,9.4638284e-7,0.0000044877493,0.00486622,0.9934964,0.00006594872],"about_ca_topic_score_codex":0.000063352025,"about_ca_topic_score_gemma":0.000044283563,"teacher_disagreement_score":0.49189267,"about_ca_system_score_codex":0.00002518183,"about_ca_system_score_gemma":0.000008230038,"threshold_uncertainty_score":0.9499467},"labels":[],"label_agreement":null},{"id":"W2046092723","doi":"10.1089/bsp.2009.0023","title":"Report of the International Conference on Risk Communication Strategies for BSL-4 Laboratories, Tokyo, October 3-5, 2007","year":2009,"lang":"en","type":"article","venue":"Biosecurity and Bioterrorism Biodefense Strategy Practice and Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biodefense; Biosafety; Government (linguistics); Context (archaeology); Risk communication; Public relations; Public health; Political science; Medicine; Engineering ethics; Business; Environmental health; Engineering; Nursing; Pathology","score_opus":0.04725247950436896,"score_gpt":0.36363436315090747,"score_spread":0.3163818836465385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046092723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8327168,0.0006274297,0.00034988715,0.05072199,0.00084402226,0.00085293397,0.000104711646,0.00006388562,0.113718286],"genre_scores_gemma":[0.99251246,0.0055597983,0.00085443025,0.00074893393,0.0000668306,0.000004833717,0.0000045367588,0.0000020747589,0.00024609768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985688,0.00016793101,0.00025274043,0.00031789858,0.00048433783,0.00020829725],"domain_scores_gemma":[0.99865264,0.000114936156,0.00036228474,0.00030432246,0.00047427378,0.0000915433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002656882,0.000109364984,0.0001175643,0.00007351793,0.0011006613,0.00050725933,0.00039499515,0.00010160864,0.000025596577],"category_scores_gemma":[0.00064190506,0.00008038785,0.00003411031,0.00035415363,0.0013571831,0.0010482072,0.000077087076,0.00018149549,0.0000015897714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014586162,0.00022156222,0.00040982547,0.000011556813,0.000018000133,0.0000069837133,0.015248093,0.0000027020972,0.003283651,0.9632364,0.002219454,0.015195946],"study_design_scores_gemma":[0.0011171262,0.00081946043,0.037629273,0.00013300894,0.00014381207,0.000055034576,0.23104824,0.00070806954,0.0017596933,0.07024588,0.6557003,0.00064008695],"about_ca_topic_score_codex":0.0015909446,"about_ca_topic_score_gemma":0.0007442089,"teacher_disagreement_score":0.89299047,"about_ca_system_score_codex":0.000034788878,"about_ca_system_score_gemma":0.0004424658,"threshold_uncertainty_score":0.8465508},"labels":[],"label_agreement":null},{"id":"W2046809696","doi":"10.1007/s00267-002-2888-z","title":"Drawing the Battle Lines: Tracing the \"Science War\" in the Construction of the Chloroform and Human Health Risks Debate","year":2003,"lang":"en","type":"article","venue":"Environmental Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Ottawa","funders":"McMaster University; U.S. Environmental Protection Agency","keywords":"Promulgation; Agency (philosophy); Law; Battle; Political science; Scientific evidence; Sociology; Social science; Geography","score_opus":0.026273177923866808,"score_gpt":0.30474295645026106,"score_spread":0.27846977852639426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046809696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96830064,0.00014834953,0.00014821746,0.00748737,0.00035368462,0.00094318896,0.0000014952568,0.000010476002,0.0226066],"genre_scores_gemma":[0.9977273,0.0010950186,0.000094110714,0.0006804291,0.000030445652,0.000038647846,5.885919e-7,0.000004680621,0.00032878912],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99846065,0.00031119012,0.00022181615,0.0001945912,0.0005449367,0.00026680497],"domain_scores_gemma":[0.999461,0.00006597811,0.00013068932,0.0003101969,0.0000023320367,0.000029801404],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002720481,0.000090684734,0.00007864653,0.000043442044,0.0020835022,0.00007620884,0.00047767424,0.000017462455,0.00009620338],"category_scores_gemma":[0.000019980389,0.000042993644,0.00004280455,0.0002671324,0.0014833873,0.0001474758,0.0001540764,0.00012989587,0.000007930973],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014510452,0.00044531585,0.06733502,0.00008421959,0.00007352619,0.000004136412,0.24769713,0.0012296409,0.00062945497,0.4822256,0.0012942177,0.19896723],"study_design_scores_gemma":[0.0003206966,0.000035021356,0.61441743,0.000032026393,0.000026525264,0.0000024000324,0.304867,0.000058994185,0.00012318372,0.0019966788,0.078008026,0.000112011214],"about_ca_topic_score_codex":0.0012824013,"about_ca_topic_score_gemma":0.0009320438,"teacher_disagreement_score":0.5470824,"about_ca_system_score_codex":0.0001929831,"about_ca_system_score_gemma":0.000013636982,"threshold_uncertainty_score":0.99921566},"labels":[],"label_agreement":null},{"id":"W2049488729","doi":"10.1080/13698575.2014.966806","title":"The role of the media in construction and presentation of food risks","year":2014,"lang":"en","type":"article","venue":"Health Risk & Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Construct (python library); Presentation (obstetrics); Risk society; Mass media; Public relations; Food safety; Perspective (graphical); Business; Marketing; Anxiety; Advertising; Psychology; Political science; Sociology; Medicine; Computer science; Social science","score_opus":0.028118395070936483,"score_gpt":0.346436871276636,"score_spread":0.31831847620569953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049488729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932155,0.0005841365,0.00026895595,0.003130849,0.00022498697,0.0003794439,0.000006090983,0.000010734748,0.002179314],"genre_scores_gemma":[0.98664576,0.012765437,0.00039820524,0.000115335824,0.00004576067,0.000008504376,5.757294e-7,0.0000021232147,0.00001832585],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998976,0.00043556106,0.00018360766,0.00007452035,0.00021314637,0.00011717225],"domain_scores_gemma":[0.9994318,0.00017714643,0.0002249239,0.00009778273,0.00003497569,0.000033384204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015589761,0.000032540585,0.00007496543,0.000007728537,0.00041200212,0.000010013995,0.00008296879,0.000036835372,0.0000075323433],"category_scores_gemma":[0.00012133334,0.000020772746,0.00004612379,0.00014122423,0.00039785955,0.000042407468,0.000027638383,0.0000870004,5.5370106e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000878089,0.000032557215,0.21584448,0.00003760092,0.000013668126,2.1916067e-9,0.2348357,0.000036218076,0.000029466519,0.07687718,0.00200648,0.47027785],"study_design_scores_gemma":[0.000377062,0.000046768848,0.71813184,0.000019325616,0.000009412849,6.5105986e-8,0.17363878,0.00070406747,0.00006302157,0.025492582,0.08147298,0.000044096178],"about_ca_topic_score_codex":0.010554799,"about_ca_topic_score_gemma":0.022215178,"teacher_disagreement_score":0.5022873,"about_ca_system_score_codex":0.000044014043,"about_ca_system_score_gemma":0.000070726885,"threshold_uncertainty_score":0.996034},"labels":[],"label_agreement":null},{"id":"W2050160517","doi":"10.1097/01.hp.0000265218.12646.63","title":"THE DEPARTMENT OF ENERGY’S RUSSIAN HEALTH STUDIES PROGRAM","year":2007,"lang":"en","type":"editorial","venue":"Health Physics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Studies","funders":"","keywords":"Center (category theory); Business","score_opus":0.06510719768336404,"score_gpt":0.48424179787413046,"score_spread":0.4191346001907664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050160517","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007834067,0.0077006654,0.00043141234,0.015366489,0.9616522,0.00199639,0.00008952408,0.00022074279,0.012534743],"genre_scores_gemma":[0.0003777379,0.19809243,0.00059062516,0.0014145133,0.7940479,0.00032050002,0.00022387556,0.000039449744,0.0048929635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961641,0.00055073824,0.0006216017,0.0003034598,0.00158771,0.00077243516],"domain_scores_gemma":[0.99787104,0.000464888,0.0008329011,0.00035242035,0.00023127977,0.00024745532],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003034593,0.00020934574,0.0005245613,0.00004019506,0.001701255,0.000057818834,0.00035713182,0.00016616803,0.000005306238],"category_scores_gemma":[0.00012233942,0.00015370946,0.0001436929,0.00030737903,0.00046088547,0.0000527366,0.00009862822,0.00036687724,0.000015448306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072719645,0.00011101829,0.0000012794802,0.0001622305,0.000045095003,2.449996e-7,0.0060392874,0.0000011941213,2.335171e-9,0.034494903,0.68998945,0.26914802],"study_design_scores_gemma":[0.00013778133,0.0002870565,0.000028721795,0.00011944956,0.000010344455,8.314287e-9,0.0053469106,0.0000014178613,1.9690833e-7,0.0019295164,0.992023,0.000115583025],"about_ca_topic_score_codex":0.008038562,"about_ca_topic_score_gemma":0.02716665,"teacher_disagreement_score":0.30203354,"about_ca_system_score_codex":0.0010562043,"about_ca_system_score_gemma":0.002676049,"threshold_uncertainty_score":0.9995984},"labels":[],"label_agreement":null},{"id":"W2051051418","doi":"10.1007/s11948-011-9262-6","title":"Framing Ethical Acceptability: A Problem with Nuclear Waste in Canada","year":2011,"lang":"en","type":"article","venue":"Science and Engineering Ethics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Framing (construction); Harm; Engineering ethics; Precautionary principle; Ethical code; Philosophy of science; Corporation; Radioactive waste; Ethical issues; Responsible Research and Innovation; Social responsibility; Business; Political science; Public relations; Law; Epistemology; Engineering","score_opus":0.03686041611524793,"score_gpt":0.2732054419422544,"score_spread":0.23634502582700645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051051418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9668968,0.000015223805,0.00053221243,0.0056387833,0.00019640588,0.00020732441,6.944389e-7,0.00006775315,0.026444819],"genre_scores_gemma":[0.9953338,0.000075323136,0.0038639419,0.000666447,0.000016554766,0.0000047074664,7.160739e-8,0.0000045029046,0.000034651617],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99881834,0.000030180496,0.00008576484,0.0001838696,0.00059703016,0.00028482956],"domain_scores_gemma":[0.99963385,0.000052315274,0.000014888223,0.000093505834,0.000079320096,0.000126098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024911591,0.0000561792,0.000066504974,0.00007312682,0.00030114115,0.000059429716,0.00019896774,0.00008540118,0.00006606051],"category_scores_gemma":[0.0003087867,0.00004873959,0.000005764532,0.0005098022,0.00040169916,0.00019393966,0.00005783849,0.00063848053,0.0000017919342],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017325381,0.000041677984,0.01881358,0.00019441197,0.000008396967,0.000031475447,0.5069612,0.0023886322,0.000519558,0.44665682,0.00023358004,0.024133297],"study_design_scores_gemma":[0.00078714,0.00020405128,0.33875212,0.00036229467,0.000024562994,0.0000060226207,0.2971431,0.028330961,0.00019766157,0.0027807052,0.33010173,0.0013096597],"about_ca_topic_score_codex":0.782448,"about_ca_topic_score_gemma":0.9224896,"teacher_disagreement_score":0.44387615,"about_ca_system_score_codex":0.00028531786,"about_ca_system_score_gemma":0.0015076536,"threshold_uncertainty_score":0.27739155},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2051194883","doi":"10.1289/ehp.7655","title":"Framing Scientific Analyses for Risk Management of Environmental Hazards by Communities: Case Studies with Seafood Safety Issues","year":2005,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Environmental Health Sciences; U.S. Environmental Protection Agency; National Science Foundation","keywords":"Framing (construction); Deliberation; Stakeholder; Public relations; Risk management; Political science; Sociology; Environmental planning; Environmental resource management; Business; Engineering; Geography; Politics","score_opus":0.048780159052975336,"score_gpt":0.41297959038792137,"score_spread":0.36419943133494603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051194883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96887636,0.022463053,0.0014259152,0.0020799153,0.00013762228,0.0020899707,0.0009725975,0.00008204794,0.0018725239],"genre_scores_gemma":[0.9503782,0.03708549,0.0076021343,0.00010921292,0.000086155436,0.00011207787,0.000053037238,0.00002433915,0.0045493566],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976953,0.00040954398,0.00039219277,0.00042277304,0.00059108523,0.00048910774],"domain_scores_gemma":[0.9990671,0.00011128147,0.00028628696,0.0003557956,0.000010966391,0.0001685136],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001121084,0.0002314024,0.0003543932,0.00013155084,0.002854524,0.00006272574,0.00023212889,0.000048650447,0.0005492125],"category_scores_gemma":[0.000006225017,0.00021255002,0.00011521001,0.00013922068,0.0020069615,0.00033832254,0.0001439197,0.00014812923,0.000022682465],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026372072,0.0027910287,0.004142214,0.0002985702,0.0011508882,0.000026694646,0.86228985,0.0006475022,0.00014061884,0.0030574584,0.0069605815,0.11823087],"study_design_scores_gemma":[0.00074168155,0.000372853,0.0022806583,0.000048189926,0.0000848227,0.000005659178,0.8516797,0.000103891536,0.00005807133,0.000070408394,0.1443436,0.0002104767],"about_ca_topic_score_codex":0.0015180461,"about_ca_topic_score_gemma":0.0035772962,"teacher_disagreement_score":0.13738301,"about_ca_system_score_codex":0.0014312997,"about_ca_system_score_gemma":0.00003300414,"threshold_uncertainty_score":0.9984436},"labels":[],"label_agreement":null},{"id":"W2051989200","doi":"10.1177/1075547009345473","title":"Social Representations of Risk in the Food Irradiation Debate in Canada, 1986-2002","year":2009,"lang":"en","type":"article","venue":"Science Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Perspective (graphical); Context (archaeology); Public opinion; Public discourse; Food irradiation; Sociology; Discourse analysis; Public relations; Political science; Irradiation; Linguistics; Politics; Law; History","score_opus":0.04426385913760968,"score_gpt":0.35850982001842724,"score_spread":0.3142459608808176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051989200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9377503,0.00005874052,0.000025707064,0.014540831,0.00004337543,0.0002623923,0.0000042865668,0.000008219304,0.047306184],"genre_scores_gemma":[0.9990658,0.00044549967,0.00013982618,0.00029558598,0.000009502233,0.000010918141,0.00000471442,9.2043126e-7,0.000027194987],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986845,0.00043489583,0.0001890784,0.00010048542,0.00044456724,0.00014646507],"domain_scores_gemma":[0.99938035,0.000114301954,0.000121942205,0.00030066393,0.00006246538,0.000020301837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022344035,0.000033401546,0.00005761445,0.00016793168,0.00059402373,0.00004254722,0.00077857036,0.000016670714,0.000027193435],"category_scores_gemma":[0.0003209638,0.000029948056,0.000014293732,0.0015896582,0.0002759764,0.00031291548,0.000030228928,0.00009769386,0.0000027115573],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009471131,0.0002034307,0.0649852,0.0000021275064,0.0000030984063,3.8595513e-7,0.40007874,0.0018776592,0.00030919138,0.37211654,0.0037157186,0.15669844],"study_design_scores_gemma":[0.00009051488,0.0000071220293,0.95854783,0.0000040855107,0.0000027150757,2.9251964e-8,0.033771016,0.00093621743,0.000006021138,0.0045247534,0.0020747734,0.00003490815],"about_ca_topic_score_codex":0.81028014,"about_ca_topic_score_gemma":0.9899606,"teacher_disagreement_score":0.8935626,"about_ca_system_score_codex":0.00044629676,"about_ca_system_score_gemma":0.00057592173,"threshold_uncertainty_score":0.45688105},"labels":[],"label_agreement":null},{"id":"W2053850524","doi":"10.4000/vertigo.14297","title":"Controverse, polémique, expertise : trois notions pour aborder le débat sur le changement climatique en France","year":2013,"lang":"fr","type":"article","venue":"VertigO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.018915424140911883,"score_gpt":0.2748534045684132,"score_spread":0.25593798042750127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053850524","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29248068,0.007983746,0.050718017,0.53611064,0.0046179746,0.0031976781,0.00007583136,0.00039753446,0.10441787],"genre_scores_gemma":[0.7665844,0.006999373,0.0025129234,0.007145305,0.00072020735,0.00047719103,0.00001402715,0.000041093877,0.21550548],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975642,0.00043726334,0.00041123093,0.00045151534,0.00041258524,0.0007232203],"domain_scores_gemma":[0.99889624,0.000090397625,0.00014319998,0.00037936168,0.0002105403,0.00028024102],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032622518,0.000275229,0.00031723065,0.00011387315,0.00058016507,0.00018626952,0.00036527516,0.00021682441,0.009513599],"category_scores_gemma":[0.00010900075,0.0002928533,0.00020412359,0.00038523218,0.00029382648,0.0009309013,0.0001233653,0.00020552239,0.00382425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014639691,0.0011008289,0.0027851772,0.00007657969,0.0001250283,0.0000079540705,0.04565178,0.00015928937,0.0022991074,0.24333902,0.65471905,0.049721565],"study_design_scores_gemma":[0.0015628062,0.00007626571,0.03654838,0.00009119635,0.00003724712,6.9797886e-7,0.012125262,0.0028191982,0.00017615716,0.0024301242,0.9437134,0.0004192173],"about_ca_topic_score_codex":0.06085817,"about_ca_topic_score_gemma":0.009161364,"teacher_disagreement_score":0.52896535,"about_ca_system_score_codex":0.00032407773,"about_ca_system_score_gemma":0.00027375456,"threshold_uncertainty_score":0.9999524},"labels":[],"label_agreement":null},{"id":"W2054847145","doi":"10.1787/nuclear_law-2010-5kmbv3c447hf","title":"L'indépendance de l'autorité de réglementation nucléaire","year":2010,"lang":"fr","type":"article","venue":"Bulletin de droit nucléaire","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.00824258841220486,"score_gpt":0.2823966738428884,"score_spread":0.27415408543068354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054847145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72762156,0.00076417293,0.003365843,0.11626793,0.00476116,0.000878623,0.000041512052,0.0004669027,0.14583229],"genre_scores_gemma":[0.81035876,0.0019360154,0.016495258,0.0074612447,0.0026531674,0.00011482224,0.000023683717,0.000097163895,0.1608599],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965583,0.00040156953,0.00048814254,0.00060706015,0.00061579846,0.0013291358],"domain_scores_gemma":[0.9984597,0.00009512767,0.0002604085,0.0004854355,0.00012876872,0.0005705604],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019865162,0.00033971906,0.0003083588,0.00011262892,0.00096874614,0.00030168414,0.00072245864,0.00051290315,0.03500721],"category_scores_gemma":[0.00026432224,0.00045047476,0.0002522746,0.00039637322,0.00066781795,0.00020004588,0.00014530572,0.00079917884,0.004647179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041719726,0.0004614563,0.006778307,0.00014493697,0.000069868,0.00011857167,0.025449887,0.00008072097,0.002675797,0.27464402,0.4679839,0.22155082],"study_design_scores_gemma":[0.0006536644,0.00007793318,0.032441813,0.00010369551,0.00009325728,0.000032713004,0.006092717,0.0005974762,0.0002290871,0.01061773,0.9485759,0.0004840001],"about_ca_topic_score_codex":0.0070586256,"about_ca_topic_score_gemma":0.0047788424,"teacher_disagreement_score":0.480592,"about_ca_system_score_codex":0.00114694,"about_ca_system_score_gemma":0.00041760528,"threshold_uncertainty_score":0.9997947},"labels":[],"label_agreement":null},{"id":"W2055002553","doi":"10.4000/vertigo.12854","title":"La pollution atmosphérique en ligne(s)","year":2013,"lang":"fr","type":"article","venue":"VertigO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Geography","score_opus":0.010520144907366233,"score_gpt":0.2688138244678587,"score_spread":0.25829367956049243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055002553","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37153497,0.0025324307,0.008336875,0.09927291,0.003260191,0.00076235074,0.000005377823,0.00023231939,0.5140626],"genre_scores_gemma":[0.7956951,0.003770149,0.0011622964,0.0017030865,0.00042560347,0.00003763065,0.000002099194,0.000011029477,0.19719297],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985765,0.00048184444,0.00016477847,0.00020198284,0.0002482107,0.00032667688],"domain_scores_gemma":[0.99954337,0.000043431286,0.00004599073,0.00016288615,0.000044870936,0.00015944811],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003393302,0.00011370721,0.000109827946,0.000024092456,0.0002201045,0.00012231564,0.0001911332,0.0002088301,0.010548575],"category_scores_gemma":[0.000048511374,0.00011551662,0.00009100633,0.00027683846,0.00027843396,0.00044475522,0.00006591976,0.00013819232,0.012531428],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003840093,0.00013030854,0.001379433,0.000025628568,0.000027816628,0.0000049799855,0.019708501,0.00004588914,0.00030025866,0.35152277,0.31754804,0.30930254],"study_design_scores_gemma":[0.00014953411,0.000041170584,0.0219324,0.00003236902,0.000016444026,9.796481e-7,0.0043455884,0.0004914362,0.000026897562,0.005189055,0.96762717,0.00014696672],"about_ca_topic_score_codex":0.007655953,"about_ca_topic_score_gemma":0.0008397027,"teacher_disagreement_score":0.65007913,"about_ca_system_score_codex":0.00023703167,"about_ca_system_score_gemma":0.000058659905,"threshold_uncertainty_score":0.99895215},"labels":[],"label_agreement":null},{"id":"W2055480555","doi":"10.1080/10382040408668791","title":"Risk Communication and Public Education in Edmonton, Alberta, Canada on the 10th Anniversary of the ‘Black Friday’ Tornado","year":2004,"lang":"en","type":"article","venue":"International Research in Geographical and Environmental Education","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tornado; Vulnerability (computing); Population; Risk communication; Presentation (obstetrics); Geography; Political science; History; Sociology; Meteorology; Demography; Environmental health; Computer security; Medicine","score_opus":0.019939480398172803,"score_gpt":0.31947081049950415,"score_spread":0.2995313301013314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055480555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9280465,0.00013716781,0.0000013321772,0.05677542,0.00013096366,0.0003060612,0.0000055511046,0.0000014518893,0.014595506],"genre_scores_gemma":[0.9943916,0.004540084,0.000020475016,0.00042006403,0.000037723945,0.000043164604,0.000015772488,0.0000030858823,0.0005280013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986209,0.00036497126,0.00014975083,0.000152521,0.0005656307,0.00014618943],"domain_scores_gemma":[0.9994669,0.0002199884,0.000056978937,0.00015791359,0.000028122837,0.000070119226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079634634,0.00005444008,0.00004827297,0.00016832129,0.00027587597,0.00005215813,0.00030220213,0.000042109143,0.00012254584],"category_scores_gemma":[0.00021031116,0.000039850307,0.000018864243,0.00025073512,0.00069933943,0.0001549569,0.00011341006,0.0002721973,0.0000026244156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035430094,0.0010548079,0.7064448,0.0000076171104,0.000016679269,1.9763965e-7,0.0066956463,0.00010749087,0.000045789686,0.20218378,0.0025093334,0.08089845],"study_design_scores_gemma":[0.0001452501,0.000015595386,0.91276956,0.00004581707,0.0000016916424,2.416327e-7,0.028455317,0.00004566195,0.000006551752,0.017993009,0.040476028,0.000045266093],"about_ca_topic_score_codex":0.85878056,"about_ca_topic_score_gemma":0.8705159,"teacher_disagreement_score":0.2063248,"about_ca_system_score_codex":0.0005205443,"about_ca_system_score_gemma":0.0005599012,"threshold_uncertainty_score":0.25767452},"labels":[],"label_agreement":null},{"id":"W2056882489","doi":"10.1080/15287394.2011.529328","title":"The Evolution of Risk Perceptions Related to Bovine Spongiform Encephalopathy—Canadian Consumer and Producer Behavior","year":2011,"lang":"en","type":"article","venue":"Journal of Toxicology and Environmental Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Bovine spongiform encephalopathy; Risk perception; Perception; Purchasing; Quality (philosophy); Business; Marketing; Psychology; Economics; Medicine","score_opus":0.01611401471347614,"score_gpt":0.28489401540993403,"score_spread":0.2687800006964579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056882489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996347,0.00057883514,0.00002077852,0.0017190174,0.00021037075,0.00023982109,0.000013765983,0.0000025794245,0.0008678084],"genre_scores_gemma":[0.99216115,0.0069497754,0.00030197197,0.00015389259,0.000024495472,0.0000046852147,8.087587e-7,0.0000033582162,0.00039986972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911636,0.0002032389,0.0002809209,0.0000870289,0.00011787287,0.00019459116],"domain_scores_gemma":[0.99939877,0.000029547022,0.00019855802,0.000065427754,0.00000987815,0.00029782375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012112205,0.00005439504,0.00011541293,0.000100188445,0.0006947735,0.0000071641325,0.000077052784,0.0000610699,0.00038560282],"category_scores_gemma":[0.000035490993,0.00004080519,0.000028225286,0.000056344896,0.0004470968,0.000099723555,0.000024425215,0.00014485327,0.000010847758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016253562,0.00031642194,0.7860315,0.000008171063,0.00003550392,0.000010965707,0.083351575,0.000003039844,0.00038241895,0.005108687,0.0011933275,0.12339586],"study_design_scores_gemma":[0.00018217081,0.0004525196,0.95746976,0.00000687066,0.000025587007,0.000024045154,0.02985838,0.0000024065553,0.0000030998324,0.00028518442,0.011648643,0.00004133994],"about_ca_topic_score_codex":0.01388284,"about_ca_topic_score_gemma":0.07171619,"teacher_disagreement_score":0.17143826,"about_ca_system_score_codex":0.00032684213,"about_ca_system_score_gemma":0.00013047345,"threshold_uncertainty_score":0.9926838},"labels":[],"label_agreement":null},{"id":"W2057284583","doi":"10.2105/ajph.2011.300417","title":"The Expert and the Lay Public: Reflections on Influenza A (H1N1) and the Risk Society","year":2012,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research; Université de Montréal","keywords":"Public health; Public relations; Context (archaeology); Public trust; Psychological intervention; Element (criminal law); Political science; Medicine; Law; Nursing","score_opus":0.1133891852555921,"score_gpt":0.43854082242279774,"score_spread":0.32515163716720563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057284583","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11693594,0.003000305,0.0018220985,0.86351866,0.0004711755,0.00042363812,0.0000020722332,0.000029416422,0.013796706],"genre_scores_gemma":[0.9206344,0.043031827,0.00029005087,0.035044894,0.00064923736,0.000017726697,1.1667827e-7,0.000007136314,0.00032464476],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957979,0.0028447239,0.0003371515,0.000084855434,0.00045950903,0.00047589623],"domain_scores_gemma":[0.9977002,0.0009506123,0.00063924474,0.00016902023,0.00013096302,0.00040992384],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01845067,0.00008272827,0.00020779244,0.00004787846,0.0030912736,0.0004143955,0.0002753145,0.000021792657,0.000033763157],"category_scores_gemma":[0.000863974,0.000034033103,0.00012167695,0.00042975927,0.0030550808,0.00036279223,0.00005840037,0.00038988426,0.0000039666215],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006011715,0.00006340949,0.0033214062,0.0000016385934,0.00011402242,8.146981e-8,0.24240455,0.0000010487755,3.8976012e-7,0.21314874,0.04139692,0.4994877],"study_design_scores_gemma":[0.00071419997,0.00009427631,0.0109102195,0.0000034639133,0.0000064698334,0.000004977261,0.16202857,0.00001274902,2.7350191e-8,0.0005187587,0.8256692,0.000037034795],"about_ca_topic_score_codex":0.005452501,"about_ca_topic_score_gemma":0.0010829109,"teacher_disagreement_score":0.82847375,"about_ca_system_score_codex":0.00016085707,"about_ca_system_score_gemma":0.0003989228,"threshold_uncertainty_score":0.99965805},"labels":[],"label_agreement":null},{"id":"W2060575114","doi":"10.1016/j.jenvp.2007.01.001","title":"Keeping the home fires burning: The affect heuristic and wood smoke pollution","year":2007,"lang":"en","type":"article","venue":"Journal of Environmental Psychology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Affect (linguistics); Smoke; Moderation; Psychological intervention; Environmental health; Perception; Psychology; Risk perception; Pollution; Social psychology; Medicine; Waste management; Engineering; Ecology","score_opus":0.027471036229545158,"score_gpt":0.35108138476972117,"score_spread":0.323610348540176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060575114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97621197,0.0007823943,0.0008927056,0.010868333,0.00047747203,0.00012146,8.9104225e-7,0.0000054908546,0.010639262],"genre_scores_gemma":[0.9949657,0.001973652,0.000049376114,0.0022394897,0.0003522721,8.442058e-7,2.1976103e-7,0.0000048047036,0.00041366657],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905235,0.00022641258,0.00021158185,0.00008753877,0.00023378734,0.00018835076],"domain_scores_gemma":[0.99952084,0.000115804294,0.0001976679,0.000097779026,0.0000035583828,0.000064380365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019112278,0.00006340211,0.000090985646,0.00005372064,0.000442447,0.000031201358,0.00019709591,0.000050700088,0.0004452592],"category_scores_gemma":[0.00003804686,0.000037165835,0.000062572726,0.00006140336,0.0005281147,0.00008337529,0.00003634485,0.00021176635,0.000028094686],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079331564,0.0011360631,0.09628018,0.000019429368,0.00048416175,0.00023998856,0.091734685,0.00019841584,0.02496635,0.011518468,0.053550344,0.7190786],"study_design_scores_gemma":[0.00030892066,0.00013286657,0.8092085,0.0000062089825,0.000025338324,0.000046858717,0.0064046984,0.000002391917,0.0000072527164,0.00092258636,0.18288434,0.00005000157],"about_ca_topic_score_codex":0.000038099963,"about_ca_topic_score_gemma":0.000068155154,"teacher_disagreement_score":0.7190286,"about_ca_system_score_codex":0.00007204388,"about_ca_system_score_gemma":0.000005331643,"threshold_uncertainty_score":0.4875276},"labels":[],"label_agreement":null},{"id":"W2061482076","doi":"10.1080/0964056042000243258","title":"Informing the development of decision support tools for risk management: the case of electrical and magnetic fields","year":2004,"lang":"en","type":"article","venue":"Journal of Environmental Planning and Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Stakeholder; Accountability; Focus group; Risk management; Government (linguistics); Stakeholder engagement; Process (computing); Public relations; Hazard; Business; Knowledge management; Public participation; Process management; Risk analysis (engineering); Environmental resource management; Political science; Computer science; Economics; Marketing","score_opus":0.01742374984821034,"score_gpt":0.2849702453478223,"score_spread":0.26754649549961196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061482076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96957105,0.000619835,0.02360674,0.00039086174,0.00011481386,0.0006581289,0.0000039640913,0.000004193472,0.0050304197],"genre_scores_gemma":[0.98204356,0.0032688505,0.014290974,0.00010334392,0.000026331343,0.0000101995865,8.62884e-7,0.000004455109,0.00025144627],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903727,0.000034510027,0.0004250793,0.00009007086,0.00026316012,0.00014992274],"domain_scores_gemma":[0.99941975,0.00013328702,0.00029718288,0.00009022206,0.000007951318,0.000051617073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012200563,0.00008266898,0.00013046137,0.00009413057,0.0004068493,0.00004939715,0.00015145839,0.000030628766,0.000026392427],"category_scores_gemma":[0.000020051351,0.000051427738,0.000054538046,0.00006702774,0.00015059192,0.00015168668,0.00012260248,0.00008648023,7.723195e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010932245,0.000097094686,0.0006699458,0.000059624013,0.000136524,0.00009709274,0.01812172,0.00065070105,0.00001856828,0.0058579254,0.00049221126,0.97368926],"study_design_scores_gemma":[0.0074906927,0.0019179628,0.18317315,0.00053731154,0.0012230031,0.00036930418,0.28532663,0.0003146557,0.00029355387,0.011526958,0.5072481,0.00057867845],"about_ca_topic_score_codex":0.00002191809,"about_ca_topic_score_gemma":0.000037747723,"teacher_disagreement_score":0.9731106,"about_ca_system_score_codex":0.000057010915,"about_ca_system_score_gemma":0.000010338822,"threshold_uncertainty_score":0.3129197},"labels":[],"label_agreement":null},{"id":"W2061635212","doi":"10.1007/s10460-008-9131-3","title":"Fishers weigh in: benefits and risks of eating Great Lakes fish from the consumer’s perspective","year":2008,"lang":"en","type":"article","venue":"Agriculture and Human Values","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Upper Grand Family Health Team; University of Guelph; Communications Research Centre Canada; University of Toronto; McMaster University","funders":"McMaster University","keywords":"Government (linguistics); Fishing; Vietnamese; Fish consumption; Risk perception; Business; Marketing; Environmental health; Geography; Fish <Actinopterygii>; Fishery; Psychology; Medicine","score_opus":0.07397393054530581,"score_gpt":0.3183855210994998,"score_spread":0.24441159055419398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061635212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96750677,0.0016377813,4.0071703e-7,0.0011342827,0.000040767336,0.00015864897,0.000008748579,0.000019271763,0.029493315],"genre_scores_gemma":[0.99351007,0.0047304407,0.00003946389,0.00030844688,0.00013235919,0.0000071575932,0.0000062474974,0.0000024991093,0.0012633388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993939,0.000090103546,0.00010250575,0.000156056,0.00014761192,0.00010986868],"domain_scores_gemma":[0.99971956,0.0000771077,0.000055505287,0.000057415135,0.00005419849,0.00003622418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012391238,0.00007488029,0.000116619995,0.00001854138,0.00047497902,0.000032239186,0.000080880214,0.00005262181,0.00015233029],"category_scores_gemma":[0.000028961622,0.00004390007,0.000028540548,0.00006367227,0.00036684083,0.00012038563,0.00003353357,0.00007995208,0.0000014987016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006726497,0.00005486551,0.49257854,0.0000061781143,0.000060492155,0.000004527865,0.38327524,0.0000049982905,0.0001072314,0.048309848,0.07174334,0.0038480104],"study_design_scores_gemma":[0.00019524447,0.000027597047,0.89201677,0.0000356147,0.000023701174,5.54673e-7,0.07298398,0.0000011369788,0.000007443258,0.0013091521,0.03331748,0.000081326645],"about_ca_topic_score_codex":0.035667438,"about_ca_topic_score_gemma":0.050485946,"teacher_disagreement_score":0.39943823,"about_ca_system_score_codex":0.000035084962,"about_ca_system_score_gemma":0.000009554019,"threshold_uncertainty_score":0.97075415},"labels":[],"label_agreement":null},{"id":"W2061930425","doi":"10.1021/es0520417","title":"Misinterpretation of Drinking Water Quality Monitoring Data with Implications for Risk Management","year":2006,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Health Canada; Canadian Water Network","keywords":"Overconfidence effect; Hazard; Risk assessment; Self-monitoring; Environmental monitoring; Psychology; Risk analysis (engineering); Actuarial science; Social psychology; Medicine; Computer science; Business; Engineering; Computer security","score_opus":0.023644834798310796,"score_gpt":0.3329022796609773,"score_spread":0.3092574448626665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061930425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95038176,0.000028997323,0.039070748,0.0016154341,0.000096145886,0.00061513396,0.000021199432,0.00009678101,0.00807382],"genre_scores_gemma":[0.98589873,0.00012225893,0.013498316,0.000009633806,0.000025386988,0.0000566401,0.000017810793,0.0000047881585,0.00036640745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887645,0.000025838392,0.00018439339,0.00037093947,0.00025930777,0.00028308085],"domain_scores_gemma":[0.9993572,0.000014956366,0.000103540755,0.00048615225,0.000009897764,0.000028237788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008828146,0.000067579305,0.00008144596,0.00021773053,0.00067976996,0.0000332697,0.0007676158,0.000040530394,0.000033301676],"category_scores_gemma":[0.000011443175,0.000053851636,0.000017358638,0.00030330708,0.0013997947,0.0003171464,0.00031107033,0.000049176793,0.00001195153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002616643,0.00034347986,0.55197006,0.000015622016,0.000028746661,6.935323e-7,0.003138943,0.0005233122,0.10524137,0.1311548,0.00013132169,0.2074255],"study_design_scores_gemma":[0.0006534808,0.0001255303,0.8402124,0.000028981978,0.00007710877,0.0000010522529,0.019318884,0.00014830337,0.023862636,0.029650353,0.08557743,0.00034383748],"about_ca_topic_score_codex":0.00045067226,"about_ca_topic_score_gemma":0.00024663916,"teacher_disagreement_score":0.28824237,"about_ca_system_score_codex":0.00020177811,"about_ca_system_score_gemma":0.00001038991,"threshold_uncertainty_score":0.52283096},"labels":[],"label_agreement":null},{"id":"W2062481667","doi":"10.1068/a43520","title":"A Response to Evans and Marvin","year":2010,"lang":"en","type":"article","venue":"Environment and Planning A Economy and Space","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture Food and Rural Development","funders":"","keywords":"Psychology","score_opus":0.012156079562487418,"score_gpt":0.2557120768137417,"score_spread":0.24355599725125426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062481667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96790224,0.000084702064,0.00015823731,0.01133137,0.00005491489,0.00012825483,0.0000014761805,0.000014321245,0.020324456],"genre_scores_gemma":[0.9871788,0.00029507792,0.00090229086,0.0006216298,0.00006375579,0.000010781627,7.8115187e-7,0.0000034074558,0.010923478],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995819,0.00004921488,0.00005166125,0.00015809521,0.0000385773,0.00012059425],"domain_scores_gemma":[0.999713,0.00006422956,0.000016570817,0.00006029006,0.0000011890645,0.00014473993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000554742,0.000057377227,0.00006414118,0.000039876475,0.00027291724,0.00008193157,0.000031328524,0.0000402995,0.00027572166],"category_scores_gemma":[0.00002062795,0.000057401798,0.000007755973,0.000014822676,0.00010748349,0.00008086839,0.000044920907,0.00006901168,0.000033115677],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008953751,0.00010832815,0.4615268,0.000035679946,0.00007301035,0.00004282063,0.3275737,0.0001236415,0.0052432916,0.049939997,0.041490804,0.11294656],"study_design_scores_gemma":[0.000136154,0.0000307175,0.09667597,0.000004011799,0.000004329418,7.436783e-7,0.005469432,0.000038856808,0.000005783588,0.00022382318,0.8973304,0.00007978433],"about_ca_topic_score_codex":0.00012171302,"about_ca_topic_score_gemma":0.00012824345,"teacher_disagreement_score":0.8558396,"about_ca_system_score_codex":0.000008878322,"about_ca_system_score_gemma":0.0000053802173,"threshold_uncertainty_score":0.3018959},"labels":[],"label_agreement":null},{"id":"W2062956372","doi":"10.1371/journal.pone.0106365","title":"Scientists versus Regulators: Precaution, Novelty &amp; Regulatory Oversight as Predictors of Perceived Risks of Engineered Nanomaterials","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Health Canada; Rice University; University of California, Santa Barbara; U.S. Environmental Protection Agency; National Science Foundation","keywords":"Novelty; Perception; Risk perception; Risk analysis (engineering); Business; Psychology; Social psychology","score_opus":0.08846790027929427,"score_gpt":0.3093230989120539,"score_spread":0.22085519863275963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062956372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851808,0.000025570602,0.00006406384,0.00013344453,0.000614568,0.0003819317,0.000022791533,0.00009468829,0.013482169],"genre_scores_gemma":[0.9947948,0.00009172811,0.001003728,0.000016775495,0.00020752031,0.0000125014885,0.000020197915,0.0000125023125,0.0038402607],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980337,0.00022119941,0.0003604059,0.0002573001,0.000885744,0.00024162771],"domain_scores_gemma":[0.99892825,0.00008367266,0.00023995283,0.00038003433,0.00023621011,0.00013190554],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095847633,0.000118626325,0.00030224433,0.000160725,0.00018609715,0.000031220578,0.00028138736,0.000120555065,0.0012907943],"category_scores_gemma":[0.00059510535,0.00012277492,0.000083401304,0.00027553315,0.00044061267,0.00021400026,0.000071269096,0.000046317105,0.00007543793],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052612193,0.0030345686,0.0136065455,0.0005908609,0.0009853021,7.615206e-7,0.04447157,0.00017003858,0.85198647,0.07508335,0.008748591,0.0007958393],"study_design_scores_gemma":[0.0045185443,0.000556035,0.8425531,0.0006254608,0.00073051406,2.8245327e-7,0.0022841436,0.00016150331,0.07847489,0.0010444296,0.06830704,0.00074406574],"about_ca_topic_score_codex":0.0006714986,"about_ca_topic_score_gemma":0.00026322308,"teacher_disagreement_score":0.82894653,"about_ca_system_score_codex":0.00012767523,"about_ca_system_score_gemma":0.000091183814,"threshold_uncertainty_score":0.99962217},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Radioactive waste; Narrative; Waste management; Municipal solid waste; Environmental planning; Environmental science; Engineering","score_opus":0.0932788611635424,"score_gpt":0.3814142304766443,"score_spread":0.2881353693131019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062964137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97191745,0.000057902445,0.00006178967,0.00058276404,0.00028999549,0.00017186077,0.000002150728,0.000001617025,0.026914453],"genre_scores_gemma":[0.9980869,0.00023597141,0.00070524,0.000015063901,0.00009290875,0.000003489079,2.4817743e-7,0.0000062438053,0.00085393386],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968335,0.0012842361,0.0004964804,0.00013006576,0.00085986743,0.00039584562],"domain_scores_gemma":[0.99894136,0.00025132755,0.00026506858,0.00010827957,0.00028070953,0.00015323516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005439872,0.00007843022,0.00025437312,0.0005285601,0.0001390677,0.00003151066,0.000456378,0.000036871847,0.00067129213],"category_scores_gemma":[0.00048755106,0.00006615189,0.00006565057,0.000460038,0.00024046948,0.00024498845,0.000109728,0.0009799226,0.0000018037215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050620124,0.00020234167,0.42020854,0.000011799407,0.0000441104,0.00015120112,0.5685514,0.00020555711,0.00023004776,0.0015197335,0.0013574859,0.00701158],"study_design_scores_gemma":[0.0012122854,0.0002533239,0.2464173,0.0003342097,0.0000067544415,0.0000027905407,0.7409636,0.00010356513,0.00027984937,0.0022229014,0.008057206,0.00014625414],"about_ca_topic_score_codex":0.9887268,"about_ca_topic_score_gemma":0.9996409,"teacher_disagreement_score":0.17379123,"about_ca_system_score_codex":0.001440786,"about_ca_system_score_gemma":0.00170409,"threshold_uncertainty_score":0.73501784},"labels":[],"label_agreement":null},{"id":"W2063935348","doi":"10.1016/s0277-9536(99)00361-5","title":"Environmental risk perception and well-being: effects of the landfill siting process in two southern Ontario communities","year":2000,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":114,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Stakeholder; Psychosocial; Environmental planning; Coping (psychology); Qualitative research; Environmental resource management; Local community; Sociology; Psychology; Public relations; Geography; Political science; Social science","score_opus":0.008630661145914723,"score_gpt":0.28855019121319025,"score_spread":0.27991953006727555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063935348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.953236,0.000014329475,0.0000027960768,0.00060890743,0.000087825196,0.0002441498,6.234703e-7,0.000013099642,0.045792297],"genre_scores_gemma":[0.99822575,0.00015361977,0.0000038679254,0.00023006587,0.00013088695,0.0000076876695,8.8002065e-7,0.0000033036376,0.001243941],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9987177,0.00021494436,0.00014477022,0.0001251818,0.00057020684,0.00022715516],"domain_scores_gemma":[0.9997208,0.000053524185,0.00007808396,0.00008114994,0.000012976884,0.000053433876],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012988016,0.00007173104,0.00012228051,0.000055510685,0.0012121941,0.000023365239,0.0002764509,0.000027365715,0.0011613407],"category_scores_gemma":[0.000040492116,0.00005028046,0.000023136803,0.0002778554,0.0027975976,0.00015359944,0.000037532853,0.00016582377,0.000009687665],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004784282,0.000021201062,0.23457205,0.000005939923,0.0000013397514,2.989499e-7,0.7407951,0.000005258153,0.00026257438,0.00018528593,0.000016084668,0.024130099],"study_design_scores_gemma":[0.00058944087,0.00003337924,0.6146492,0.000071588925,0.000020151545,2.7014096e-7,0.38130963,0.000045756962,0.000015457372,0.0012084947,0.0019752677,0.00008138099],"about_ca_topic_score_codex":0.2041574,"about_ca_topic_score_gemma":0.16545774,"teacher_disagreement_score":0.38007712,"about_ca_system_score_codex":0.0002310812,"about_ca_system_score_gemma":0.000068642876,"threshold_uncertainty_score":0.9999162},"labels":[],"label_agreement":null},{"id":"W2064263784","doi":"10.1111/j.1559-1816.2009.00572.x","title":"A Multi‐Method, Multi‐Hazard Approach to Explore the Uniqueness of Terrorism Risk Perceptions and Worry<sup>1</sup>","year":2010,"lang":"en","type":"article","venue":"Journal of Applied Social Psychology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"Industry Canada","keywords":"Worry; Terrorism; Psychology; Risk perception; Perception; Hazard; Social psychology; Control (management); Word Association; Political science; Computer science; Psychiatry","score_opus":0.08701038644351461,"score_gpt":0.42062799394323774,"score_spread":0.33361760749972313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064263784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8706345,0.000015372281,0.105194196,0.0055392375,0.0005861123,0.0006739618,0.000008112733,0.00003196798,0.017316546],"genre_scores_gemma":[0.9018963,0.00029823577,0.09533651,0.0013298802,0.00079935614,0.00004389315,0.0000013138836,0.000020344209,0.00027413908],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980819,0.00047029523,0.0005210352,0.000250207,0.00035861318,0.00031790222],"domain_scores_gemma":[0.9988465,0.00011134448,0.00045559873,0.00020767277,0.00018992778,0.0001889796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002715225,0.00015757348,0.00037596517,0.00021207878,0.00074847956,0.000052853375,0.00052522414,0.00029126086,0.00014995487],"category_scores_gemma":[0.00010354986,0.00012007734,0.00017043998,0.00035829033,0.00065605773,0.00009671504,0.00008156377,0.00081795384,0.00001752822],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039168127,0.0011377133,0.0026174332,0.000020607959,0.00019954842,0.0000037802336,0.8065925,0.00040230664,0.012008391,0.016661163,0.016372772,0.14359209],"study_design_scores_gemma":[0.0040045683,0.00020202094,0.23782086,0.000015138546,0.0002684552,0.000021306814,0.55272233,0.0005664277,0.000026722439,0.006748989,0.19707276,0.00053041533],"about_ca_topic_score_codex":0.0001948287,"about_ca_topic_score_gemma":0.00036525782,"teacher_disagreement_score":0.2538702,"about_ca_system_score_codex":0.00004359674,"about_ca_system_score_gemma":0.00007148276,"threshold_uncertainty_score":0.5756776},"labels":[],"label_agreement":null},{"id":"W2064602577","doi":"10.4000/vertigo.14187","title":"Le complexe nucléaire de Sellafield au cœur des controverses : le fait technologique entre experts et profanes","year":2013,"lang":"fr","type":"article","venue":"VertigO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.01994326233243408,"score_gpt":0.2726475926203192,"score_spread":0.2527043302878851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064602577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6230816,0.001851691,0.004991909,0.15734096,0.00090618536,0.0013326715,0.000010973477,0.00054023403,0.20994377],"genre_scores_gemma":[0.95351183,0.0016578324,0.0024880278,0.0033636258,0.00015998594,0.00012316281,0.000004504083,0.00002020626,0.038670793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820155,0.00031940526,0.0002453466,0.00033664907,0.00023351371,0.0006635601],"domain_scores_gemma":[0.99930364,0.00007650634,0.00008769716,0.00025001902,0.00009503845,0.0001870861],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025286464,0.00020999137,0.00024505844,0.00007618021,0.0006871309,0.00017870506,0.00037015515,0.0003047877,0.0025735267],"category_scores_gemma":[0.00014633939,0.00021213065,0.00013262637,0.00024991884,0.0009325708,0.0005533525,0.00013210367,0.00018330259,0.0006102867],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012066337,0.000396989,0.008386332,0.00008089295,0.00006338026,0.000018749422,0.034207035,0.000055061835,0.0026033334,0.68823916,0.22701915,0.03891787],"study_design_scores_gemma":[0.00053531065,0.00010577439,0.0042523197,0.000103443366,0.000022522448,0.0000047008775,0.09142761,0.0003347737,0.001266054,0.021319522,0.880311,0.00031697896],"about_ca_topic_score_codex":0.06615813,"about_ca_topic_score_gemma":0.033255335,"teacher_disagreement_score":0.6669196,"about_ca_system_score_codex":0.0002586273,"about_ca_system_score_gemma":0.0004774295,"threshold_uncertainty_score":0.9983383},"labels":[],"label_agreement":null},{"id":"W2065344420","doi":"10.1111/j.0008-3658.2005.00080.x","title":"Explaining perceptions of a technological environmental hazard using comparative analysis","year":2005,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Distrust; Hazard; Environmental hazard; Perception; Risk perception; Tourism; Amenity; Hazardous waste; Geography; Sociology; Social psychology; Psychology; Business; Ecology","score_opus":0.023202201188072116,"score_gpt":0.26645741936710376,"score_spread":0.24325521817903165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065344420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98452777,0.00044787393,0.000086802116,0.0010635762,0.000092657705,0.00034899454,0.00016423078,0.00010411881,0.013163998],"genre_scores_gemma":[0.9961551,0.0016299377,0.0015281237,0.00023575865,0.000074754746,0.00004033862,0.000054420674,0.000012056785,0.00026953194],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9977029,0.00018294291,0.00041164955,0.00044065205,0.00034925863,0.00091259414],"domain_scores_gemma":[0.99855673,0.00006974934,0.00015631794,0.00036290896,0.00006502507,0.00078923773],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00044283972,0.0002600143,0.0004689315,0.0058643636,0.0014416858,0.000085210115,0.00046794192,0.00019807165,0.0014761803],"category_scores_gemma":[0.000035892906,0.0002812202,0.00048379894,0.0061989133,0.004155651,0.00031651225,0.00004932893,0.0001906443,0.000015941892],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002118273,0.00014514367,0.8266317,0.00001474306,0.0017688825,0.000030147747,0.05894759,0.0023185126,0.00035364705,0.085532315,0.003002244,0.02123386],"study_design_scores_gemma":[0.00027798227,0.000066505476,0.3107147,0.000021268961,0.0006673317,0.000004048511,0.43948543,0.00043635027,0.000013739088,0.00031147688,0.24737173,0.0006294466],"about_ca_topic_score_codex":0.5046505,"about_ca_topic_score_gemma":0.9952775,"teacher_disagreement_score":0.51591706,"about_ca_system_score_codex":0.0003177031,"about_ca_system_score_gemma":0.00013419054,"threshold_uncertainty_score":0.999964},"labels":[],"label_agreement":null},{"id":"W2065517789","doi":"10.1111/j.1755-618x.2002.tb00610.x","title":"Dealing with Toxicity in the Risk Society: The Case of the Hamilton, Ontario Plastics Recycling Fire*","year":2002,"lang":"fr","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","score_opus":0.06947295353074842,"score_gpt":0.27367595854575427,"score_spread":0.20420300501500585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065517789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89085734,0.05734028,0.000020968117,0.046359763,0.0008143963,0.0012253012,0.0001906387,0.000011408537,0.003179893],"genre_scores_gemma":[0.85425824,0.13362928,0.00025781375,0.010277183,0.0002226073,0.00007431233,0.0000077563445,0.000021519892,0.0012512893],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948464,0.0023426155,0.00083971873,0.0004573842,0.0001210174,0.0013928503],"domain_scores_gemma":[0.9962776,0.001556357,0.0008014987,0.0007786175,0.00021801598,0.0003679209],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0060679684,0.00035426274,0.0007536218,0.00004932806,0.0014429382,0.00002019454,0.0013307933,0.0005433794,0.00073887757],"category_scores_gemma":[0.0012476721,0.00021431819,0.0005645745,0.0005622792,0.0055934535,0.00008572606,0.00007063219,0.0015512799,0.000015042374],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069958146,0.00009914533,0.102828026,0.0024821053,0.0004904505,0.00049923593,0.75186044,0.0009186627,0.0000039775878,0.06547607,0.04383201,0.031502854],"study_design_scores_gemma":[0.0008159796,0.00042116604,0.110268645,0.007191569,0.0016673767,0.00041841736,0.42915064,0.0015167193,0.0000016677042,0.010867466,0.43666872,0.0010116154],"about_ca_topic_score_codex":0.84293735,"about_ca_topic_score_gemma":0.99672735,"teacher_disagreement_score":0.39283672,"about_ca_system_score_codex":0.0037245625,"about_ca_system_score_gemma":0.001301835,"threshold_uncertainty_score":0.99985707},"labels":[],"label_agreement":null},{"id":"W2066734537","doi":"10.2196/jmir.2895","title":"Animated Randomness, Avatars, Movement, and Personalization in Risk Graphics","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; Centre hospitalier universitaire de Québec; Université Laval","funders":"Informed Medical Decisions Foundation; American Cancer Society","keywords":"Personalization; Computer science; Human–computer interaction; Movement (music); Randomness; Graphics; Computer graphics (images); World Wide Web; Multimedia; Art; Aesthetics","score_opus":0.06401327117243219,"score_gpt":0.4423368137023102,"score_spread":0.378323542529878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066734537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97058314,0.0003930278,0.0055947225,0.015760502,0.00026438996,0.00019968205,7.961279e-7,0.000010503462,0.007193222],"genre_scores_gemma":[0.9853572,0.01304732,0.00005070692,0.00037964963,0.0002439158,0.000002560443,9.595879e-7,0.0000045569845,0.0009131056],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99564815,0.0014467095,0.00031962682,0.000101016405,0.0022544058,0.00023008717],"domain_scores_gemma":[0.9989888,0.00034045707,0.000110270485,0.000057341993,0.00025157534,0.00025157136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.020749109,0.00004728171,0.00014556086,0.00035045904,0.00010350594,0.00011068735,0.00034258232,0.000106737854,0.0015745529],"category_scores_gemma":[0.0036591857,0.000036233505,0.00003843852,0.00034023848,0.00033755766,0.00015034665,0.000094104806,0.0006227166,0.000011951647],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087283395,0.0007034254,0.19514908,0.00015110192,0.00013739144,0.00013816562,0.06536876,0.000007729205,0.00013355205,0.34177834,0.23998488,0.15557474],"study_design_scores_gemma":[0.007318715,0.0006025575,0.08711763,0.00066305476,0.000023808023,0.000008891217,0.018426951,0.019282285,0.00003837089,0.021851644,0.8444668,0.00019926632],"about_ca_topic_score_codex":0.005757417,"about_ca_topic_score_gemma":0.0064929607,"teacher_disagreement_score":0.60448194,"about_ca_system_score_codex":0.00008135404,"about_ca_system_score_gemma":0.000110010515,"threshold_uncertainty_score":0.99933815},"labels":[],"label_agreement":null},{"id":"W2067886697","doi":"10.1080/08941920.2014.948241","title":"Dead Ducks and Dirty Oil: Media Representations and Environmental Solutions","year":2014,"lang":"en","type":"article","venue":"Society & Natural Resources","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Syncrude; Government of Alberta","keywords":"Tailings; Newspaper; Government (linguistics); Event (particle physics); Diversity (politics); Oil sands; Tailings dam; Environmentalism; Environmental degradation; Political science; Environmental resource management; Environmental protection; Environmental planning; Geography; Ecology; Law; Environmental science; Politics; Archaeology; Biology","score_opus":0.013940619549409117,"score_gpt":0.26959724054553985,"score_spread":0.25565662099613073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067886697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789295,0.0017139999,0.000059449372,0.0065143444,0.00018700879,0.000095736876,0.000010958578,0.00009349439,0.012395483],"genre_scores_gemma":[0.987955,0.0044115465,0.00058885437,0.00060445326,0.00023593646,0.0000102611475,0.000017038727,0.000006579248,0.006170363],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897885,0.00012777155,0.00011216165,0.00023677587,0.0002970319,0.0002473989],"domain_scores_gemma":[0.9995241,0.00017917606,0.00004728202,0.00010866824,0.000010776599,0.00012998786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043369367,0.00008701657,0.00009362996,0.000021318745,0.001205876,0.000115815725,0.00010211223,0.00007641913,0.000113629016],"category_scores_gemma":[0.00011934661,0.000077590004,0.000077942655,0.000090789836,0.0007330356,0.00016898938,0.00012253837,0.00014896318,0.000014630346],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019094281,0.00013290459,0.03577853,0.000040135692,0.00014435014,0.0000015602178,0.5033776,0.000017597587,0.0028690258,0.024747314,0.07174181,0.36113003],"study_design_scores_gemma":[0.00034566812,0.000014360629,0.159954,0.000010667219,0.000040786785,0.0000010292949,0.093147635,0.00052507635,0.000008396669,0.0011236152,0.7446401,0.0001886456],"about_ca_topic_score_codex":0.0005896392,"about_ca_topic_score_gemma":0.001026007,"teacher_disagreement_score":0.6728983,"about_ca_system_score_codex":0.00004946754,"about_ca_system_score_gemma":0.00000833668,"threshold_uncertainty_score":0.92747456},"labels":[],"label_agreement":null},{"id":"W2068319161","doi":"10.1353/jls.2006.0026","title":"When Precaution Points Two Ways : Confronting “West Nile Fever”","year":2005,"lang":"fr","type":"article","venue":"Canadian Journal of Law and Society / Revue Canadienne Droit et Société","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; York University","funders":"","keywords":"Precautionary principle; Context (archaeology); Political science; Public health; Legal doctrine; Public administration; Law; Geography; Medicine","score_opus":0.02397943077531208,"score_gpt":0.27249553825097017,"score_spread":0.24851610747565808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068319161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6073724,0.011659265,0.0016516638,0.13861555,0.007906022,0.0007899943,0.0002768004,0.000043935495,0.23168437],"genre_scores_gemma":[0.94541895,0.002857496,0.002835841,0.012933894,0.002395763,0.000006081627,0.000018062772,0.000045353063,0.033488534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99723065,0.0002637374,0.0007405618,0.0003558122,0.0002147608,0.0011944603],"domain_scores_gemma":[0.9963414,0.00012262075,0.0005460239,0.00021482281,0.0003949444,0.0023801816],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024406186,0.0003030888,0.00054202037,0.000090595815,0.0013987024,0.00033504417,0.00041302486,0.00032674332,0.002844996],"category_scores_gemma":[0.000116512,0.00037314527,0.0005092283,0.00021496452,0.0011357163,0.001056328,0.000036294292,0.00071502617,0.000049264174],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036219215,0.000029495748,0.00023705409,0.00007949843,0.00018559005,0.00005615402,0.20133948,0.00011521945,0.000012328367,0.7098314,0.042584702,0.04552546],"study_design_scores_gemma":[0.0009955784,0.00008868151,0.0012050659,0.0003015709,0.00017462356,0.00010146047,0.045509305,0.0005023164,0.000004118514,0.013645773,0.93706125,0.0004102836],"about_ca_topic_score_codex":0.38098854,"about_ca_topic_score_gemma":0.95715165,"teacher_disagreement_score":0.89447653,"about_ca_system_score_codex":0.00315136,"about_ca_system_score_gemma":0.0015125807,"threshold_uncertainty_score":0.99990135},"labels":[],"label_agreement":null},{"id":"W2068624523","doi":"10.1080/713676577","title":"Consumption Advisories and Compliance: The Fishing Public and the Deamplification of Risk","year":2000,"lang":"en","type":"article","venue":"Journal of Environmental Planning and Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; National Institutes of Health; University of Windsor","keywords":"Fishing; Consumption (sociology); Compliance (psychology); Business; Discounting; Public economics; Fish consumption; Economic risk; Fish <Actinopterygii>; Environmental health; Actuarial science; Economics; Fishery; Finance; Psychology; Medicine; Social psychology; Sociology","score_opus":0.0377240054684319,"score_gpt":0.2891649908570722,"score_spread":0.2514409853886403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068624523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98987937,0.0021697828,0.0004705992,0.00307311,0.000054133823,0.00020024301,0.0000034275515,0.0000044906496,0.004144859],"genre_scores_gemma":[0.9539793,0.04521307,0.0002465403,0.00014856161,0.000034327437,0.0000030072779,8.87957e-7,0.0000024313829,0.00037185516],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993059,0.00014444518,0.00018544504,0.00007275718,0.00020688331,0.000084548985],"domain_scores_gemma":[0.9996123,0.0000938189,0.00018875289,0.00006210207,0.000004076186,0.000038981198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001079113,0.000053130443,0.000089939545,0.00003384494,0.0004777447,0.000101036545,0.000085677064,0.000017304625,0.0000966357],"category_scores_gemma":[0.000011659695,0.00003212686,0.000021880802,0.00002921111,0.0005749669,0.00018010836,0.00004043715,0.00008208645,0.000001907363],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031657322,0.00012166038,0.11249745,0.00008665434,0.00024500495,0.0000057452226,0.059195414,0.00036769657,0.00004450707,0.03414693,0.0031077245,0.78986466],"study_design_scores_gemma":[0.00094155275,0.000032681888,0.82890594,0.000056985667,0.000099578145,0.000006046576,0.032496426,0.0001235337,0.0000013654297,0.0013843152,0.13589022,0.00006137353],"about_ca_topic_score_codex":0.000051388437,"about_ca_topic_score_gemma":0.0000150763735,"teacher_disagreement_score":0.78980327,"about_ca_system_score_codex":0.000020529054,"about_ca_system_score_gemma":0.0000018911495,"threshold_uncertainty_score":0.36744744},"labels":[],"label_agreement":null},{"id":"W2070977861","doi":"10.1016/s0020-7292(02)00095-4","title":"Patient care and the health‐impaired practitioner","year":2002,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Harm; Liability; Duty of care; Duty; Health care; Business; Medicine; Nursing; Medical emergency; Law; Political science; Finance","score_opus":0.02356593883868374,"score_gpt":0.31405574058691604,"score_spread":0.2904898017482323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070977861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43279436,0.02863234,0.0022611322,0.37040886,0.033377618,0.0012230575,0.0000237062,0.00008060366,0.13119833],"genre_scores_gemma":[0.98304427,0.011330954,0.0005502319,0.00414231,0.000210946,0.0000039018896,0.000001084777,0.000003875491,0.0007124193],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986741,0.00031503575,0.0003212006,0.00007017612,0.0004953269,0.0001241627],"domain_scores_gemma":[0.99775654,0.0011175456,0.00043173402,0.000054486354,0.0005577637,0.00008193326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004922607,0.000052249354,0.00012053386,0.00018790633,0.0002546338,0.00007598436,0.00022124639,0.000046513287,0.00065257447],"category_scores_gemma":[0.0027849032,0.00003691385,0.000074776115,0.00014048016,0.000245819,0.00019282903,0.000047941146,0.00015836178,0.000027533804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005848509,0.00017299275,0.0019807636,0.0000050329886,0.00015412604,0.00006637418,0.10210721,0.00011930943,0.0000018604633,0.039879747,0.055450704,0.8000034],"study_design_scores_gemma":[0.0013085781,0.00023848395,0.0024259782,0.000009089122,0.000014641692,0.000019917563,0.023804888,0.00007471326,8.798998e-7,0.0006368905,0.97141737,0.000048576123],"about_ca_topic_score_codex":0.00011952038,"about_ca_topic_score_gemma":0.00022055277,"teacher_disagreement_score":0.9159667,"about_ca_system_score_codex":0.00035707245,"about_ca_system_score_gemma":0.000069815454,"threshold_uncertainty_score":0.71452326},"labels":[],"label_agreement":null},{"id":"W2071790500","doi":"10.12927/hcq.2009.20945","title":"Context Is Everything or How Could I Have Been That Stupid?","year":2009,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Context (archaeology); Meaning (existential); Process (computing); Imperfect; Fidelity; Computer science; Cognition; Psychology; Cognitive psychology; Epistemology; Data science; History","score_opus":0.0869576171579145,"score_gpt":0.38218518214639385,"score_spread":0.29522756498847935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071790500","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13163428,0.0006183639,0.0012881018,0.8372542,0.0013372739,0.0017255573,0.00003425147,0.0005867248,0.025521236],"genre_scores_gemma":[0.9506968,0.00031866063,0.0001641578,0.02838294,0.00038841294,0.00001838584,0.0000062981107,0.000011134309,0.020013172],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979832,0.0003004527,0.00020255621,0.00034596576,0.0006258741,0.00054192176],"domain_scores_gemma":[0.99911416,0.000055191416,0.00012046605,0.00027970268,0.00012465639,0.0003058134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006245616,0.0001544324,0.00023346096,0.00009477055,0.00073580054,0.00027134153,0.0002635342,0.00015751507,0.00062730204],"category_scores_gemma":[0.000022194894,0.00013541302,0.00009326838,0.0001572979,0.00009517652,0.000416842,0.000008179084,0.000220359,0.00020344438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003832707,0.000050029146,0.0012300203,0.000023618562,0.0000104149385,0.000019064417,0.21214978,9.2370556e-8,0.000006383156,0.009103804,0.07357825,0.7037902],"study_design_scores_gemma":[0.00040428338,0.00086186366,0.020915734,0.000058283487,0.000010634414,0.0000016301517,0.2629972,0.000017952389,0.000004916228,0.0014540016,0.71304095,0.00023255423],"about_ca_topic_score_codex":0.009100433,"about_ca_topic_score_gemma":0.03590858,"teacher_disagreement_score":0.81906253,"about_ca_system_score_codex":0.000228388,"about_ca_system_score_gemma":0.00022313994,"threshold_uncertainty_score":0.99749804},"labels":[],"label_agreement":null},{"id":"W2071806950","doi":"10.1080/13698575.2013.796345","title":"Perceptions and experiences of environmental health risks among new mothers: a qualitative study in Ontario, Canada","year":2013,"lang":"en","type":"article","venue":"Health Risk & Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Western University; University of Ottawa","funders":"","keywords":"Public health; Coping (psychology); Focus group; Perception; Environmental health; Qualitative research; Risk perception; Psychology; Business; Medicine; Nursing; Sociology; Marketing; Psychiatry","score_opus":0.05408166270016413,"score_gpt":0.38347213396731616,"score_spread":0.32939047126715204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071806950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99589145,0.00021578287,0.000058166075,0.0020238669,0.000099056284,0.0013814869,0.000009771466,0.000017133421,0.0003032669],"genre_scores_gemma":[0.9950756,0.0019809164,0.0006829817,0.0010621971,0.000027980039,0.00012560676,0.0000036180852,0.000007649373,0.0010334933],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975829,0.00084120646,0.00042485137,0.0002882197,0.00045508554,0.0004077329],"domain_scores_gemma":[0.9991257,0.00007741177,0.00028107603,0.00013911983,0.000012477356,0.00036421506],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001317928,0.000119827775,0.00027163717,0.000028063923,0.00068198214,0.00003483973,0.0001265598,0.00004478738,0.0022138474],"category_scores_gemma":[0.000015058858,0.00011538236,0.000057214176,0.00014077981,0.00033178192,0.00021219837,0.000046082823,0.00023286084,0.000006048495],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016072502,0.0001243212,0.14748123,0.0000065152644,0.000010964153,8.093681e-8,0.8354083,0.0000048747575,3.3015993e-7,0.000021722215,0.011889411,0.005050671],"study_design_scores_gemma":[0.00021040163,0.0000873502,0.4617215,0.0000073610668,0.0000018666005,2.2942956e-8,0.5363791,0.000014710114,3.0254377e-8,0.000041796804,0.0014830501,0.000052798558],"about_ca_topic_score_codex":0.99981123,"about_ca_topic_score_gemma":0.99965626,"teacher_disagreement_score":0.3142403,"about_ca_system_score_codex":0.0018786603,"about_ca_system_score_gemma":0.0019377761,"threshold_uncertainty_score":0.99869823},"labels":[],"label_agreement":null},{"id":"W2072961083","doi":"10.1111/1539-6924.00272","title":"Risk and Systems Theory","year":2002,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Risk assessment; Risk analysis (engineering); Risk management; Management science; Process (computing); Computer science; Engineering ethics; Engineering; Medicine; Business","score_opus":0.017664364980534888,"score_gpt":0.2771576402771434,"score_spread":0.25949327529660854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072961083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6993247,0.004891864,0.0317709,0.0006375211,0.0002938011,0.00034529448,0.000034921322,0.00026837157,0.2624326],"genre_scores_gemma":[0.9515793,0.026719743,0.00007608907,0.00004025591,0.00009318854,0.0000076914785,0.0000014136431,0.0000035112805,0.021478843],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986714,0.0006401636,0.00012312566,0.000175317,0.00023185583,0.00015811878],"domain_scores_gemma":[0.99951524,0.000090668764,0.00009550283,0.0001704638,0.000030934916,0.00009719174],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012436013,0.00006045249,0.00014795797,0.00019911374,0.0005811912,0.00012545142,0.000099167606,0.000043208267,0.002216769],"category_scores_gemma":[0.00011778735,0.00005191786,0.000117591844,0.0007338538,0.00011977682,0.000084230174,0.000023317285,0.0000697947,0.00032966494],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008080187,0.0001252717,0.531414,0.000009598116,0.002410321,0.000006321846,0.058692906,0.0031648711,0.000003462337,0.116736576,0.020004785,0.26742384],"study_design_scores_gemma":[0.00028788453,0.000020949457,0.1344547,0.0000046715195,0.0055243066,1.6779678e-7,0.041154206,0.04608186,5.616819e-7,0.0035254196,0.768618,0.000327286],"about_ca_topic_score_codex":0.010927539,"about_ca_topic_score_gemma":0.0035585205,"teacher_disagreement_score":0.7486132,"about_ca_system_score_codex":0.000033593355,"about_ca_system_score_gemma":0.0000028085105,"threshold_uncertainty_score":0.9986953},"labels":[],"label_agreement":null},{"id":"W2073480571","doi":"10.1371/journal.pone.0080250","title":"Expert Views on Regulatory Preparedness for Managing the Risks of Nanotechnologies","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Health Canada; Rice University; University of California, Santa Barbara; U.S. Environmental Protection Agency; National Science Foundation","keywords":"Preparedness; Agency (philosophy); Stakeholder; Risk management; Business; Regulatory science; Regulatory agency; Occupational safety and health; Work (physics); Risk analysis (engineering); Emergency management; Public relations; Medicine; Political science; Engineering; Public administration","score_opus":0.2758970023752009,"score_gpt":0.37219816499669056,"score_spread":0.09630116262148969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073480571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9481507,0.0002626006,0.00026536942,0.012390684,0.00010403596,0.0017092789,0.000001898641,0.00020862615,0.03690682],"genre_scores_gemma":[0.99252355,0.00079218775,0.0012614013,0.00043272812,0.00006589891,0.00045868312,8.47721e-7,0.000006813547,0.0044578747],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929994,0.00005321792,0.00011945367,0.00012257481,0.00026014633,0.00014465072],"domain_scores_gemma":[0.999521,0.000059717197,0.00007068644,0.00027011833,0.000058621652,0.000019860405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003288809,0.000052989286,0.00010601316,0.0000423022,0.00024369582,0.000030478615,0.0002741045,0.00004800283,0.00020821163],"category_scores_gemma":[0.00011933544,0.000036628502,0.00004213812,0.00008816948,0.00019508996,0.00008609404,0.00004956792,0.00004086074,0.000057375968],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005965827,0.0023983426,0.0009115921,0.00026695058,0.00042415602,5.768871e-7,0.1827754,0.00005758111,0.028914308,0.26650906,0.11972646,0.39795592],"study_design_scores_gemma":[0.0014452973,0.00062047417,0.019540368,0.00089664065,0.00023849208,9.491416e-8,0.36041477,0.001392271,0.051179342,0.094782114,0.46853808,0.0009520709],"about_ca_topic_score_codex":0.00086136,"about_ca_topic_score_gemma":0.0002460287,"teacher_disagreement_score":0.39700383,"about_ca_system_score_codex":0.00004770591,"about_ca_system_score_gemma":0.000012908467,"threshold_uncertainty_score":0.22797713},"labels":[],"label_agreement":null},{"id":"W2073766054","doi":"10.7202/800524ar","title":"Resistance to Nuclear Waste Disposal: Credentialed Experts, Public Opposition and their Shared Lines of Critique","year":2009,"lang":"en","type":"article","venue":"Scientia Canadensis Canadian Journal of the History of Science Technology and Medicine","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"Government of Ontario","keywords":"Framing (construction); Opposition (politics); Atomic energy; Resistance (ecology); Statutory law; Quarter (Canadian coin); Law; Political science; Public policy; Public administration; Sociology; Public relations; Law and economics; Engineering; Social science; Politics; Civil engineering; History","score_opus":0.019380158461676997,"score_gpt":0.2651122775415683,"score_spread":0.2457321190798913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073766054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77913624,0.0034036841,0.000088256646,0.21083622,0.002174319,0.00022854297,0.0000068091276,0.000013161885,0.0041127875],"genre_scores_gemma":[0.99628,0.0001898947,0.00026684953,0.0012239745,0.000049432812,6.6779194e-7,1.6186792e-7,0.0000032753878,0.0019857523],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876386,0.00006243683,0.00031173386,0.00018344256,0.00038574182,0.0002927714],"domain_scores_gemma":[0.99851465,0.00001574197,0.00025468628,0.00020475879,0.0004940091,0.00051612954],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001558193,0.00008293885,0.00022550837,0.0019721175,0.00073258125,0.000021748709,0.0006956604,0.00007114478,0.00008766259],"category_scores_gemma":[0.0007294827,0.000059324248,0.000035571433,0.0014566764,0.0094135655,0.00028876052,0.000043580392,0.00011395464,1.7602906e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060363138,0.00005455779,0.0010815699,0.000051154588,0.00003935278,0.000036307963,0.11593599,0.000008987569,0.24095978,0.20710424,0.40173396,0.032933723],"study_design_scores_gemma":[0.0006221741,0.0003792899,0.009000968,0.00068390893,0.00006673905,0.000051284223,0.087989524,0.000029398232,0.0012321741,0.006278555,0.89343965,0.00022634275],"about_ca_topic_score_codex":0.0074901343,"about_ca_topic_score_gemma":0.21858373,"teacher_disagreement_score":0.4917057,"about_ca_system_score_codex":0.0004729147,"about_ca_system_score_gemma":0.0018802662,"threshold_uncertainty_score":0.9991191},"labels":[],"label_agreement":null},{"id":"W2073911873","doi":"10.1111/j.1533-8525.2005.00030.x","title":"Communicating Threat: The Canadian State and Terrorism","year":2005,"lang":"en","type":"article","venue":"Sociological Quarterly","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Terrorism; Framing (construction); Harm; Prime minister; State (computer science); Reputation; Rhetoric; Political science; Sociology; Public relations; Law; Politics; Engineering","score_opus":0.04759961605801252,"score_gpt":0.33666579293529,"score_spread":0.2890661768772774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073911873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75108725,0.00021360244,0.000054960623,0.10255936,0.000073973904,0.00025358843,0.000003408075,0.000061495535,0.14569238],"genre_scores_gemma":[0.993948,0.00017306209,0.00030105654,0.0030667363,0.0001348798,0.000017035281,0.0000018281169,0.000002684607,0.0023547602],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990638,0.00033435077,0.000106125524,0.00011304442,0.00011149549,0.00027120666],"domain_scores_gemma":[0.9995585,0.00009895466,0.000032411393,0.00014878034,0.000020552958,0.0001408215],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008170963,0.000059596074,0.000073976604,0.00001729046,0.0015907146,0.00010213582,0.00025187893,0.000074972915,0.00046485537],"category_scores_gemma":[0.000025057523,0.000037201986,0.000032728247,0.000048341186,0.0006779396,0.00007645734,0.000017281636,0.00018496203,0.00023491711],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030442284,0.000026222096,0.0049147154,0.0000017142933,0.000016702761,0.000002216937,0.3913612,0.0000031272357,0.000014864973,0.086141825,0.007839106,0.50967526],"study_design_scores_gemma":[0.00015387486,0.00011731173,0.09367299,0.0000035422404,0.000007330872,5.056485e-7,0.0709276,0.00008311872,2.4989282e-7,0.028884664,0.8060105,0.00013831501],"about_ca_topic_score_codex":0.15494551,"about_ca_topic_score_gemma":0.6942959,"teacher_disagreement_score":0.7981714,"about_ca_system_score_codex":0.00011510744,"about_ca_system_score_gemma":0.00004832154,"threshold_uncertainty_score":0.99970907},"labels":[],"label_agreement":null},{"id":"W2074008618","doi":"10.1080/13698570802166431","title":"Communicating about emerging infectious disease: The importance of research","year":2008,"lang":"en","type":"article","venue":"Health Risk & Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":181,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Emerging infectious disease; Infectious disease (medical specialty); Disease; Public health; Public relations; Health communication; Communication studies; Emerging technologies; Medicine; Political science; Computer science; Sociology; Social science","score_opus":0.11442872090121128,"score_gpt":0.46907392081513943,"score_spread":0.3546451999139282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074008618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92916733,0.00941835,0.00041322972,0.036219843,0.00025128754,0.0011319638,0.000014319229,0.00020659677,0.023177097],"genre_scores_gemma":[0.8570395,0.1399774,0.00046345353,0.0015688369,0.00013728085,0.000044727338,0.0000029914306,0.000008711544,0.00075709313],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972154,0.0011519754,0.00031224886,0.00016946337,0.0006903081,0.0004605938],"domain_scores_gemma":[0.99857825,0.00032524255,0.00024366875,0.00049472245,0.00017039626,0.00018770204],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0060905693,0.000066373585,0.00013408605,0.000022779699,0.0053648185,0.00002202728,0.000390937,0.000041038566,0.00012324881],"category_scores_gemma":[0.00029725334,0.00005292955,0.00014312238,0.000597794,0.0010164587,0.000088513225,0.00015275838,0.00047764843,0.000022017935],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006235673,0.00011293306,0.46126005,0.0000907895,0.000024828885,7.4169947e-7,0.36337766,0.000068209076,0.0000017198331,0.013898802,0.14582492,0.01533311],"study_design_scores_gemma":[0.00019578633,0.000025042811,0.39122856,0.000044453922,0.0000056632052,2.5890776e-7,0.054828335,0.00036763705,3.876561e-7,0.0015018922,0.55172,0.00008200366],"about_ca_topic_score_codex":0.02316195,"about_ca_topic_score_gemma":0.007861119,"teacher_disagreement_score":0.40589508,"about_ca_system_score_codex":0.00027280298,"about_ca_system_score_gemma":0.0005042345,"threshold_uncertainty_score":0.9959301},"labels":[],"label_agreement":null},{"id":"W2075800498","doi":"10.4000/vertigo.14207","title":"Analyse du rôle des chercheurs en sciences sociales dans la gestion des déchets radioactifs","year":2013,"lang":"fr","type":"article","venue":"VertigO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.08629718450174517,"score_gpt":0.3395971386682758,"score_spread":0.2532999541665306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075800498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9224252,0.0012240545,0.003190001,0.011906661,0.00061406277,0.0002868982,0.000003514557,0.000113768256,0.06023583],"genre_scores_gemma":[0.97308415,0.0059410976,0.0048133074,0.00018203053,0.000395307,0.000037460468,0.000003263472,0.000016279624,0.015527126],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968151,0.0015113347,0.00026019622,0.00038170101,0.00046582764,0.0005658519],"domain_scores_gemma":[0.9990273,0.00033680885,0.00009850971,0.00015344247,0.00015111036,0.00023284392],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0017400495,0.00020174173,0.00020984138,0.0001344753,0.0014546425,0.0003951143,0.0004349938,0.0002403771,0.0020974632],"category_scores_gemma":[0.0006017885,0.0001939924,0.00016157737,0.0008594525,0.006738226,0.0011726113,0.00009501452,0.00019373489,0.0009820143],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011439883,0.00053687533,0.26923472,0.00010588382,0.0001655521,0.000014470085,0.19591247,0.00061219704,0.0052684853,0.19838299,0.025949692,0.30380523],"study_design_scores_gemma":[0.00042325252,0.00014905198,0.693906,0.00015250899,0.00020296911,0.0000072648927,0.12516269,0.0020745564,0.00062457955,0.070253626,0.10647609,0.0005673651],"about_ca_topic_score_codex":0.042990956,"about_ca_topic_score_gemma":0.014935073,"teacher_disagreement_score":0.42467132,"about_ca_system_score_codex":0.0010360451,"about_ca_system_score_gemma":0.00030264334,"threshold_uncertainty_score":0.9998453},"labels":[],"label_agreement":null},{"id":"W2076570788","doi":"10.3917/rindu.123.0065","title":"En amont de la filière nucléaire (mines d'uranium et préparation du combustible)","year":2012,"lang":"fr","type":"article","venue":"Annales des Mines - Réalités industrielles","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.05100720107972677,"score_gpt":0.34875145734208524,"score_spread":0.29774425626235845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076570788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91417,0.0138327945,0.00074918976,0.025749015,0.0017493685,0.0005718696,0.000062787185,0.00018636862,0.042928576],"genre_scores_gemma":[0.86448824,0.021442018,0.00079886965,0.00101382,0.0024818466,0.00005250865,0.000083628554,0.00004972201,0.10958937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99558324,0.0019341271,0.0005596649,0.00040313677,0.000524966,0.0009948472],"domain_scores_gemma":[0.998091,0.00066593033,0.00024774284,0.00033995838,0.00019766015,0.00045772572],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023493206,0.0004555509,0.00040200577,0.00017650511,0.0008412028,0.00029814936,0.00046393546,0.00079744833,0.0017663334],"category_scores_gemma":[0.00038247014,0.00045578965,0.00023031358,0.0007519108,0.0015053618,0.0012950598,0.00014665553,0.00040206165,0.0003089703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067682464,0.0010370116,0.08221999,0.00016407507,0.0001612093,0.00003029198,0.15648048,0.00037439945,0.00021917086,0.1190994,0.54188937,0.09825691],"study_design_scores_gemma":[0.00039992502,0.00009543545,0.05917617,0.00021533399,0.00016722655,0.000027238697,0.034676895,0.00024292957,0.00023645762,0.0004928215,0.9037826,0.00048696448],"about_ca_topic_score_codex":0.008057006,"about_ca_topic_score_gemma":0.005194011,"teacher_disagreement_score":0.3618932,"about_ca_system_score_codex":0.00027945038,"about_ca_system_score_gemma":0.00030027927,"threshold_uncertainty_score":0.99978936},"labels":[],"label_agreement":null},{"id":"W2076652104","doi":"10.1287/mnsc.1060.0527","title":"On Precautionary Policies","year":2006,"lang":"en","type":"article","venue":"Management Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; Polytechnique Montréal; HEC Montréal","funders":"","keywords":"Precautionary principle; Statute; Context (archaeology); Risk analysis (engineering); Uncertainty; Business; Resource (disambiguation); Law and economics; Public economics; Economics; Political science; Computer science; Law","score_opus":0.01535435243688023,"score_gpt":0.31799881666576,"score_spread":0.3026444642288798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076652104","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058957,0.000008041674,0.0010622335,0.00417786,0.00034889672,0.0002756103,6.770108e-7,0.00016313468,0.93500656],"genre_scores_gemma":[0.9139407,0.000056806184,0.0006093554,0.0010341955,0.00010033794,0.000023451223,0.0000012495373,0.000003349178,0.084230505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983739,0.000036030036,0.00010591913,0.0002742401,0.0008469212,0.00036297148],"domain_scores_gemma":[0.9996458,0.00001620715,0.000034670822,0.00021001267,0.00002905327,0.00006420584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008990771,0.00006793993,0.000049422524,0.00028377422,0.001184781,0.00019494671,0.00048496437,0.000015669611,0.00051890215],"category_scores_gemma":[0.000018910008,0.000064208594,0.000029518205,0.00088117353,0.00082327327,0.0002929887,0.00012684669,0.000036248875,0.000704753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018986441,0.000055416076,0.0003470062,0.0000025337488,0.0000013005213,0.0000023477469,0.00055961905,0.0002993441,0.000028250839,0.95827675,0.033580426,0.006845087],"study_design_scores_gemma":[0.00013770437,0.000023305196,0.13338955,0.000011268595,0.0000060698558,1.06629095e-7,0.002343365,0.00011374634,0.000026108142,0.04815914,0.81564456,0.0001450753],"about_ca_topic_score_codex":0.0012646056,"about_ca_topic_score_gemma":0.00028867766,"teacher_disagreement_score":0.9101176,"about_ca_system_score_codex":0.00018990505,"about_ca_system_score_gemma":0.000024168465,"threshold_uncertainty_score":0.91124976},"labels":[],"label_agreement":null},{"id":"W2076690352","doi":"10.31235/osf.io/gwnjq","title":"BOUNDARIES, BREACHES, AND BRIDGES: THE CASE OF CLIMATEGATE","year":2017,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Legitimacy; Credibility; Wrongdoing; Boundary-work; Political science; Boundary (topology); Public relations; Work (physics); The Internet; Engineering ethics; Internet privacy; Law and economics; Law; Sociology; Engineering; Computer science; World Wide Web; Social science","score_opus":0.051906170488397775,"score_gpt":0.3616846785837263,"score_spread":0.30977850809532853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076690352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53555065,0.00005649068,0.00013531266,0.0124085555,0.00017508611,0.00015437626,0.0000034630457,0.000026742428,0.4514893],"genre_scores_gemma":[0.9892765,0.0004039166,0.00008049528,0.00018610677,0.000039232676,0.0000024188093,3.1017242e-7,0.0000017088744,0.01000931],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99968,0.00003874958,0.000061495964,0.00006578726,0.00006578709,0.00008818678],"domain_scores_gemma":[0.9996784,0.000016708802,0.000052070496,0.00019791059,0.000021970633,0.00003298397],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005157625,0.000029051787,0.000046931607,0.000008824171,0.0021242052,0.00048525885,0.00013740841,0.000018214821,0.000300024],"category_scores_gemma":[0.00005078059,0.000018289042,0.00001565052,0.000012616319,0.0010805773,0.00012816324,0.00007365405,0.000025526406,0.00001442786],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056010153,0.000021470752,0.0038001374,0.000010545008,0.000013153779,0.000035935594,0.034362163,2.784332e-7,0.000013705414,0.8177401,0.023174452,0.12082245],"study_design_scores_gemma":[0.00012308884,0.000009607658,0.021258354,0.0000032173639,0.000011507084,0.000009618271,0.037390683,0.000051618394,0.0000091252305,0.0019668962,0.9391191,0.000047176025],"about_ca_topic_score_codex":0.1301633,"about_ca_topic_score_gemma":0.10513296,"teacher_disagreement_score":0.91594464,"about_ca_system_score_codex":0.000010577566,"about_ca_system_score_gemma":0.000030340581,"threshold_uncertainty_score":0.9991749},"labels":[],"label_agreement":null},{"id":"W2077300685","doi":"10.1080/10807039.2012.702015","title":"Public Reactions to Risk Messages Communicating Different Sources of Uncertainty: An Experimental Test","year":2012,"lang":"en","type":"article","venue":"Human and Ecological Risk Assessment An International Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Risk communication; Government (linguistics); Variance (accounting); Risk assessment; Risk analysis (engineering); Measure (data warehouse); Divergence (linguistics); Test (biology); Affect (linguistics); Computer science; Psychology; Actuarial science; Business; Computer security; Data mining","score_opus":0.1278147374944614,"score_gpt":0.4333022382131763,"score_spread":0.3054875007187149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077300685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882474,0.000036425863,0.00022757155,0.0010758769,0.0003323037,0.00015540064,0.000015672851,0.000041812047,0.009867554],"genre_scores_gemma":[0.9963283,0.0009508649,0.0016615276,0.000173591,0.00054923183,0.0000251234,0.000018889963,0.000007419467,0.00028506713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786264,0.00073392986,0.00038534822,0.00016308295,0.00054614415,0.00030883335],"domain_scores_gemma":[0.9985903,0.00022556305,0.00039073083,0.00014725396,0.00017185994,0.00047431787],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017666081,0.00012477626,0.00017222973,0.00016852783,0.0015607671,0.00047241227,0.00055860466,0.000070432485,0.0021902958],"category_scores_gemma":[0.00027588898,0.0000978175,0.00007862213,0.00006705137,0.0002262758,0.0008984833,0.00020812849,0.00036997235,0.000008877344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012976394,0.0023020327,0.9490166,0.0000011831786,0.00006904166,0.0000017873781,0.010884755,0.000067835506,0.0011467873,0.026529277,0.00031604254,0.009651715],"study_design_scores_gemma":[0.00040141967,0.00047205697,0.9397476,0.000011703283,0.00002566126,0.0000048519755,0.0301216,0.0002153525,0.000026486445,0.0013093186,0.027512869,0.0001511103],"about_ca_topic_score_codex":0.0006918546,"about_ca_topic_score_gemma":0.0013331454,"teacher_disagreement_score":0.027196826,"about_ca_system_score_codex":0.00028605064,"about_ca_system_score_gemma":0.000030765885,"threshold_uncertainty_score":0.99973905},"labels":[],"label_agreement":null},{"id":"W2078060433","doi":"10.1021/es0124663","title":"Canada moves closer to adopting precautionary principle","year":2001,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precautionary principle; Economics; Risk analysis (engineering); Environmental planning; Environmental science; Business; Biology; Ecology","score_opus":0.009303888050035706,"score_gpt":0.26957777879028655,"score_spread":0.26027389074025087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078060433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95657694,0.000029995246,0.00025614433,0.012252487,0.00023544648,0.00030476804,0.0000036162048,0.0001217071,0.030218918],"genre_scores_gemma":[0.9894115,0.00013992458,0.0015762397,0.0011145044,0.00004612914,0.00003438681,0.000001208783,0.0000051465,0.007670999],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983751,0.000023397093,0.00013438729,0.0003630773,0.0005912877,0.000512717],"domain_scores_gemma":[0.99954224,0.000009713468,0.000042076186,0.00022932143,0.0000062316813,0.00017041214],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004151099,0.00008635322,0.0000779226,0.00023682947,0.0010471633,0.000033376742,0.0006228576,0.00005939226,0.0010120516],"category_scores_gemma":[0.000066810855,0.000088479195,0.000017299915,0.0009957564,0.0011099498,0.00022427103,0.00036181157,0.00010022779,0.00019856755],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031453626,0.00051385636,0.3239521,0.0000052980686,0.000021523027,0.00013209097,0.009264408,0.0021672093,0.08159792,0.21786207,0.009269645,0.35518244],"study_design_scores_gemma":[0.000058635844,0.000027235783,0.090105385,0.0000032483263,0.0000019594277,0.0000029586538,0.005597056,0.000028822746,0.00042316096,0.00035847395,0.903272,0.00012109727],"about_ca_topic_score_codex":0.095519416,"about_ca_topic_score_gemma":0.29709733,"teacher_disagreement_score":0.8940023,"about_ca_system_score_codex":0.0009462592,"about_ca_system_score_gemma":0.00027078096,"threshold_uncertainty_score":0.9999012},"labels":[],"label_agreement":null},{"id":"W2078630073","doi":"10.5539/res.v7n3p158","title":"Russian Historical Science in the New Paradigm Conditions","year":2015,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Epistemology; Objectivity (philosophy); Context (archaeology); Postmodernism; Sociology; Post-industrial society; Paradigm shift; Milestone; Interpretation (philosophy); Social science; Political science; History; Philosophy; Law","score_opus":0.19843380382089174,"score_gpt":0.44078686246700244,"score_spread":0.2423530586461107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078630073","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004371072,0.13216527,0.00004249178,0.0623139,0.00044495496,0.0003606321,6.5352674e-7,0.000024523553,0.8042105],"genre_scores_gemma":[0.3086953,0.6778255,0.0002716543,0.0047312244,0.0003195859,0.000011194657,9.0757294e-7,0.0000064130104,0.008138218],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987432,0.00045786647,0.00019535975,0.00010732447,0.00037186174,0.00012438337],"domain_scores_gemma":[0.9996209,0.00003944996,0.000072851784,0.0001538381,0.00004713199,0.000065833374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036250893,0.00004704184,0.00014557136,0.000047413323,0.00020469174,0.000015923246,0.00035040604,0.000003718066,0.000035859226],"category_scores_gemma":[0.00072085747,0.000029013063,0.000038752267,0.0005415217,0.00040855637,0.000112460955,0.000072341994,0.00004430074,0.0001737923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.2256686e-7,0.000038795846,0.00023113939,0.00015691291,0.0000061041164,0.0000055321384,0.025527468,9.0753326e-7,0.0000011874769,0.25225437,0.7115261,0.010250846],"study_design_scores_gemma":[0.00005657851,0.00001653013,0.0074819867,0.00047994155,0.000012721885,2.9540803e-7,0.0047788303,1.4893232e-7,7.7472656e-8,0.0008258769,0.9863091,0.00003787238],"about_ca_topic_score_codex":0.0002166811,"about_ca_topic_score_gemma":0.00016354308,"teacher_disagreement_score":0.79607224,"about_ca_system_score_codex":0.00020082614,"about_ca_system_score_gemma":0.00010911632,"threshold_uncertainty_score":0.22338066},"labels":[],"label_agreement":null},{"id":"W2078988354","doi":"10.4000/champpenal.471","title":"Participant Observation as a Tool for Understanding the Field of Safety and Security","year":2005,"lang":"en","type":"article","venue":"Champ pénal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; International Centre for Comparative Criminology","funders":"","keywords":"Field (mathematics); Participant observation; Psychology; Computer security; Computer science; Sociology; Mathematics; Social science","score_opus":0.13866735545641218,"score_gpt":0.38044467830850687,"score_spread":0.2417773228520947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078988354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8298574,0.000084331936,0.064872906,0.086069554,0.00022297658,0.00079695834,0.00000693087,0.000042026822,0.018046884],"genre_scores_gemma":[0.99753904,0.00015487772,0.00014885963,0.0013596409,0.00012679209,0.000010095844,0.0000011912919,0.0000016072621,0.0006578639],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99959946,0.000036539514,0.00009654581,0.00006270804,0.00010690751,0.000097834854],"domain_scores_gemma":[0.9997211,0.00015103891,0.000037103495,0.000050158,0.000018613799,0.000021958693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005887539,0.00002835802,0.000050111437,0.000011605905,0.00025051905,0.000022521257,0.000048571314,0.00002461652,0.00018244638],"category_scores_gemma":[0.00014321216,0.000021187701,0.000024405017,0.00004891389,0.000066785666,0.00007975986,0.000015634025,0.000027371143,0.0000029823123],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007626567,0.000029425983,0.0012146726,0.000015809703,0.000016558246,1.15057965e-7,0.12747543,0.000033239634,0.00008635737,0.8529919,0.0061910665,0.0118692005],"study_design_scores_gemma":[0.00058110297,0.00009936654,0.007865001,0.000023356239,0.000025157324,2.1060386e-7,0.092460684,0.001994301,0.00009971454,0.07718013,0.8195516,0.00011940441],"about_ca_topic_score_codex":0.00023379446,"about_ca_topic_score_gemma":0.0013164757,"teacher_disagreement_score":0.8133605,"about_ca_system_score_codex":0.000038743365,"about_ca_system_score_gemma":0.000022726288,"threshold_uncertainty_score":0.19976601},"labels":[],"label_agreement":null},{"id":"W207951482","doi":"10.1787/9789264200500-5-en","title":"The Global Risk Assessment Dialogue","year":2013,"lang":"en","type":"book-chapter","venue":"OECD eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.024099979840548555,"score_gpt":0.3132934099785457,"score_spread":0.28919343013799714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W207951482","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021385125,0.00007675838,0.00013841793,0.00093998096,0.0011413194,0.0006372208,0.00003428582,0.000121258694,0.99688935],"genre_scores_gemma":[0.0037992503,0.001756877,0.00018694082,0.00044993064,0.0007235771,0.000055262644,0.000011149763,0.000020960344,0.99299604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845743,0.000108712455,0.00023482714,0.0002825581,0.0005858065,0.0003306401],"domain_scores_gemma":[0.99909353,0.00006967011,0.00022040223,0.0003920259,0.00007199393,0.00015239033],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00062908634,0.00020832174,0.00018458413,0.000025217007,0.0013095256,0.00037006225,0.00047318888,0.00024035908,0.0032521451],"category_scores_gemma":[0.000014387679,0.00015138478,0.00018363023,0.000005426838,0.00049064826,0.000040683957,0.00015008752,0.00028883424,0.0048475834],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001355007,0.000002537528,0.00002210285,0.0000018414852,0.000037107242,0.0000018847625,0.00039897693,3.1994156e-7,1.181856e-7,0.748424,0.05131657,0.1997932],"study_design_scores_gemma":[0.00007319487,0.000015589589,0.0003314428,0.000009769531,0.000044750883,1.3819036e-7,0.00023750411,0.0000028514908,6.621035e-8,0.1723223,0.8268051,0.00015728014],"about_ca_topic_score_codex":0.0029005986,"about_ca_topic_score_gemma":0.012076698,"teacher_disagreement_score":0.77548856,"about_ca_system_score_codex":0.00042512102,"about_ca_system_score_gemma":0.00019897046,"threshold_uncertainty_score":0.99999064},"labels":[],"label_agreement":null},{"id":"W2080880428","doi":"10.1016/s0277-9536(03)00257-0","title":"Governing peanuts: the regulation of the social bodies of children and the risks of food allergies","year":2003,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Problematization; Corporate governance; Ideology; Public health; Sociology; Individualism; Public relations; Consumerism; Political science; Medicine; Politics; Economics; Nursing; Law","score_opus":0.04047944198399548,"score_gpt":0.3470311937616021,"score_spread":0.3065517517776066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080880428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9266669,0.0002500056,0.000050903673,0.01155814,0.00022491123,0.0003871641,0.000004124313,0.000009176047,0.06084865],"genre_scores_gemma":[0.99914366,0.00024682382,0.000007053415,0.00014525153,0.00017342009,0.0000040032346,3.6059865e-7,0.000002280249,0.0002771488],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981445,0.00036161474,0.00023688146,0.000117359334,0.0009757875,0.00016386299],"domain_scores_gemma":[0.999261,0.00012049214,0.0003488241,0.00010676366,0.00014198806,0.000020882777],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0038519907,0.000062168736,0.00017295223,0.00003200822,0.0016079919,0.000014510885,0.0004109031,0.000034240755,0.00007347069],"category_scores_gemma":[0.00086434244,0.000028799519,0.00006197776,0.00048857427,0.011760586,0.00010617558,0.00006917753,0.00008243906,2.851718e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017712124,0.000018376679,0.0069652684,0.000007599306,0.000024674677,1.024587e-8,0.49145684,0.00000728825,0.00091599964,0.49181366,0.0018408954,0.006931658],"study_design_scores_gemma":[0.0009627983,0.000055067718,0.8203845,0.0000357351,0.00007795134,2.0420542e-7,0.15629572,0.000011744725,0.0002677092,0.01656326,0.005274938,0.00007035901],"about_ca_topic_score_codex":0.0025831738,"about_ca_topic_score_gemma":0.0009527398,"teacher_disagreement_score":0.8134192,"about_ca_system_score_codex":0.00004086041,"about_ca_system_score_gemma":0.00011809028,"threshold_uncertainty_score":0.9996918},"labels":[],"label_agreement":null},{"id":"W2081760298","doi":"10.1007/bf02448901","title":"Public consultation in ethics an experiment in representative ethics","year":2004,"lang":"en","type":"article","venue":"Journal of Bioethical Inquiry","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Genome British Columbia; Genome Canada","keywords":"Medical law; Corporate governance; Philosophy of medicine; Public trust; Political science; Context (archaeology); Research ethics; Public relations; Ethical code; Engineering ethics; Scope (computer science); Sociology; Law; Medicine; Business","score_opus":0.522765777506083,"score_gpt":0.5361217228628612,"score_spread":0.013355945356778198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081760298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7760555,0.00019631114,0.005165664,0.21399502,0.0010810378,0.00030627666,9.885429e-7,0.000024189094,0.0031749925],"genre_scores_gemma":[0.99128884,0.0019661065,0.0031414821,0.0033045297,0.0002337721,0.0000060973566,0.0000016498278,0.00000689207,0.000050644747],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9961104,0.0018037957,0.00063633145,0.000172948,0.0010171423,0.0002593974],"domain_scores_gemma":[0.9982308,0.0007201693,0.00027792543,0.00011433734,0.00045060724,0.00020612238],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009700894,0.00008990049,0.00020330473,0.0003618371,0.00019599711,0.00012373578,0.0002701258,0.0005485413,0.000118567834],"category_scores_gemma":[0.0058833137,0.00008210685,0.000065023945,0.0005662574,0.0010547662,0.0006478897,0.000045554527,0.0026897953,0.00001501216],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008492242,0.0004912328,0.001000104,0.000011020088,0.000010964672,0.00007554925,0.79193753,0.0005840988,0.000737796,0.20254369,0.0002435153,0.0022795664],"study_design_scores_gemma":[0.004342652,0.0006275857,0.027076082,0.00029011682,0.000015301339,0.000009137133,0.8560905,0.00006226584,0.00065227173,0.08382583,0.02664951,0.00035879426],"about_ca_topic_score_codex":0.0024007186,"about_ca_topic_score_gemma":0.011118077,"teacher_disagreement_score":0.21523331,"about_ca_system_score_codex":0.0005163352,"about_ca_system_score_gemma":0.00093101576,"threshold_uncertainty_score":0.999611},"labels":[],"label_agreement":null},{"id":"W2085013143","doi":"10.1163/15700682-12341299","title":"Change the Name! On the Importance of Reclaiming NAASR’s Original Objectives for the Twenty-First Century","year":2013,"lang":"en","type":"article","venue":"Method & Theory in the Study of Religion","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College; University of Toronto","funders":"","keywords":"Sociology; Philosophy; Epistemology; Linguistics; History","score_opus":0.05563113604833764,"score_gpt":0.3729482716472992,"score_spread":0.3173171355989616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085013143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9234491,0.0020206745,0.003141442,0.040890347,0.0010520547,0.011306666,0.0000071667064,0.00004660421,0.018085973],"genre_scores_gemma":[0.9934684,0.003156767,0.00035925393,0.0011148314,0.00020218492,0.0013399804,5.4569523e-7,0.000011700921,0.00034635013],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99567693,0.0030235269,0.0003114496,0.00022111146,0.0005116173,0.0002553567],"domain_scores_gemma":[0.99471104,0.004315898,0.00031083528,0.0005473264,0.00009539146,0.000019519472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012014714,0.00013694668,0.00019450518,0.00006067508,0.0011285244,0.00005644547,0.0009685673,0.00004449423,0.00010541676],"category_scores_gemma":[0.00051840604,0.000055228193,0.00013142133,0.00035720336,0.0003482983,0.000103257866,0.00008693715,0.00021109814,0.000009776143],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021181081,0.0004477018,0.0026520847,0.000020438163,0.00009741906,4.944587e-7,0.46128842,0.00005587271,0.000026755479,0.4801514,0.005681949,0.049365636],"study_design_scores_gemma":[0.00057695963,0.00058565976,0.020186199,0.000071884366,0.00012631138,5.658199e-7,0.6768109,0.00011986197,0.00005399054,0.10955902,0.19175394,0.00015466216],"about_ca_topic_score_codex":0.004767905,"about_ca_topic_score_gemma":0.0027725194,"teacher_disagreement_score":0.37059242,"about_ca_system_score_codex":0.000059823247,"about_ca_system_score_gemma":0.000020629544,"threshold_uncertainty_score":0.86798114},"labels":[],"label_agreement":null},{"id":"W2086266716","doi":"10.1353/jowh.2014.0027","title":"Getting to the Heart of Science: Rosalie Bertell’s Eco-Feminist Approach to Science and Anti-Nuclear Activism","year":2014,"lang":"en","type":"article","venue":"Journal of women's history","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Objectivity (philosophy); Sociology; Indigenous; Discipline; Politics; Environmental ethics; Epistemology; Social science; Gender studies; Political science; Law; Ecology","score_opus":0.018795289912364448,"score_gpt":0.27190597944610034,"score_spread":0.2531106895337359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086266716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9216608,0.00003429005,0.00016334985,0.0037060904,0.0008454925,0.00016651736,3.6352947e-7,0.000011533903,0.07341159],"genre_scores_gemma":[0.99386907,0.00002054248,0.0017250113,0.0034198775,0.00023770191,0.000002676321,1.8011407e-8,0.000007408335,0.0007177216],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771094,0.000109078755,0.0002762843,0.00020370263,0.001295638,0.00040436524],"domain_scores_gemma":[0.9987737,0.000052177245,0.0002349668,0.00019121426,0.0003066786,0.00044129358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010794536,0.00007957191,0.00020560857,0.00042716783,0.0009905593,0.00010323255,0.0007225348,0.000026258787,0.000058077698],"category_scores_gemma":[0.0007849939,0.000060004328,0.000042347147,0.0006251095,0.0022118245,0.00038161754,0.00015567685,0.00014687298,0.000013723462],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069872236,0.00039875953,0.00097531086,0.000052173502,0.000023304281,0.0000022305169,0.7205355,0.00031301216,0.08030943,0.049192045,0.11887952,0.029248808],"study_design_scores_gemma":[0.00010706172,0.00013020712,0.010078081,0.000015681902,0.0000063843654,0.0000041570484,0.032951042,0.000058014946,0.00003975184,0.000046243178,0.95647806,0.00008533544],"about_ca_topic_score_codex":0.00010320826,"about_ca_topic_score_gemma":0.000009689521,"teacher_disagreement_score":0.8375985,"about_ca_system_score_codex":0.002440846,"about_ca_system_score_gemma":0.00068510545,"threshold_uncertainty_score":0.81495595},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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>","score_opus":0.04313513457019922,"score_gpt":0.39925139293360057,"score_spread":0.35611625836340133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087127286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94597745,0.00007306768,0.00022798704,0.04599041,0.0002814734,0.00034840067,0.00001776738,0.000010024005,0.0070734215],"genre_scores_gemma":[0.99701995,0.0006899066,0.00024380315,0.0003865811,0.00045522797,0.0000036306035,4.599412e-7,0.000008762959,0.0011916854],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996814,0.0014336306,0.00021092239,0.00013377919,0.0009936437,0.00041398514],"domain_scores_gemma":[0.99796134,0.0004790608,0.00013318562,0.00015174029,0.00063445314,0.0006402371],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0093862545,0.000076095945,0.00013600539,0.00040555213,0.002078103,0.00043160102,0.00035819912,0.00020317234,0.00040000197],"category_scores_gemma":[0.0026945858,0.000050569208,0.0000505492,0.0005657211,0.00035530137,0.00021247962,0.000045222943,0.0023775818,0.000037157766],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018387502,0.00016048113,0.06980317,0.000016405938,0.00024425995,0.00030208094,0.19962262,0.00009351202,0.0044888216,0.024686325,0.28868136,0.4100622],"study_design_scores_gemma":[0.0008157141,0.00022129148,0.13308062,0.000034813096,0.000045031975,0.000017031136,0.09896804,0.000097241784,0.000064251944,0.0016012327,0.76493037,0.00012437416],"about_ca_topic_score_codex":0.4173243,"about_ca_topic_score_gemma":0.83127785,"teacher_disagreement_score":0.47624898,"about_ca_system_score_codex":0.0003311927,"about_ca_system_score_gemma":0.0007262766,"threshold_uncertainty_score":0.99992394},"labels":[],"label_agreement":null},{"id":"W2088310623","doi":"10.1016/j.tmrv.2005.11.006","title":"Perception of Blood Transfusion Risk","year":2006,"lang":"en","type":"review","venue":"Transfusion Medicine Reviews","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Risk perception; Perception; Heuristics; Construct (python library); Irrational number; Affect (linguistics); SAFER; Blood transfusion; Risk assessment; Psychology; Social psychology; Risk of infection; Vulnerability (computing); Medicine; Risk analysis (engineering); Computer science; Computer security; Immunology","score_opus":0.08106629318813131,"score_gpt":0.40315101724597807,"score_spread":0.32208472405784677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088310623","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024999068,0.9581587,0.0014556256,0.00020456365,0.00067503256,0.0043516285,0.000024401044,0.00010920129,0.034995906],"genre_scores_gemma":[8.58766e-7,0.9933515,0.00035896624,0.0000589351,0.0011614527,0.00021022747,0.00016028166,0.000054914697,0.0046428614],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99280643,0.0027524487,0.002277434,0.0006905202,0.0010297523,0.0004434074],"domain_scores_gemma":[0.9978689,0.00018611785,0.00095655135,0.00064073224,0.00011230561,0.00023541223],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005056092,0.0005929366,0.0035059932,0.000520561,0.00048102072,0.000017205091,0.0006121723,0.00051345123,0.0072512645],"category_scores_gemma":[0.00019494344,0.00039842154,0.0013108802,0.001180024,0.00055793027,0.00012372527,0.00002398112,0.00063540426,0.00030237404],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031921863,0.00012769806,0.000011726279,0.012939797,0.000031062857,0.000002386607,0.0030912443,1.5702754e-7,0.0000070861984,0.00034049255,0.010860072,0.9725851],"study_design_scores_gemma":[0.00045815343,0.00014394047,0.000022255166,0.022963863,0.0056808568,0.0000031303914,0.0008086555,5.248816e-7,6.439266e-8,0.00004813855,0.96952707,0.0003433485],"about_ca_topic_score_codex":0.02576402,"about_ca_topic_score_gemma":0.006646751,"teacher_disagreement_score":0.97224176,"about_ca_system_score_codex":0.00011538881,"about_ca_system_score_gemma":0.0001887852,"threshold_uncertainty_score":0.99984676},"labels":[],"label_agreement":null},{"id":"W2088474172","doi":"10.1093/rpd/ncq197","title":"Psychosocial considerations about children and radiological events","year":2010,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Psychosocial; Preparedness; Radiological weapon; Psychological intervention; Psychology; Population; Medicine; Work (physics); Medical education; Applied psychology; Environmental health; Nursing; Psychiatry; Political science; Engineering","score_opus":0.015039261804215125,"score_gpt":0.3070201727818285,"score_spread":0.2919809109776134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088474172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97962695,0.000057079884,0.00565247,0.0048992108,0.0012994864,0.001197014,0.000006841448,0.00027199913,0.006988957],"genre_scores_gemma":[0.9973247,0.00020163409,0.0005201966,0.00048078992,0.0006778502,0.000072851144,0.000008641354,0.000006447602,0.0007068772],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905795,0.00019237617,0.00016310764,0.00021550915,0.00021281399,0.00015823833],"domain_scores_gemma":[0.9996296,0.00003690848,0.00008717105,0.000097669865,0.000039667106,0.00010898774],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056952535,0.00007779025,0.00008606393,0.00012298969,0.00096650014,0.00010106162,0.000055213488,0.00016694007,0.0016253007],"category_scores_gemma":[0.00036892857,0.00007890684,0.000040979805,0.00020923273,0.00013994645,0.00023430622,0.0000145275835,0.00024595196,0.00009674578],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005631393,0.000407493,0.14738014,0.000012522443,0.00014719946,0.0000013424192,0.013830155,0.000029664825,0.009860323,0.31473702,0.021529183,0.49200866],"study_design_scores_gemma":[0.0005089027,0.000033590746,0.9411016,0.000002533026,0.000014799086,0.0000042288216,0.00020973447,0.00006958939,0.00011380923,0.0064319205,0.05135355,0.00015573007],"about_ca_topic_score_codex":0.00051429326,"about_ca_topic_score_gemma":0.0003295618,"teacher_disagreement_score":0.7937215,"about_ca_system_score_codex":0.000047416055,"about_ca_system_score_gemma":0.000044058685,"threshold_uncertainty_score":0.99928737},"labels":[],"label_agreement":null},{"id":"W2090586051","doi":"10.1007/s11948-009-9165-y","title":"Between Same-Sex Marriages and the Large Hadron Collider : Making Sense of the Precautionary Principle","year":2009,"lang":"en","type":"article","venue":"Science and Engineering Ethics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Precautionary principle; Normative; Philosophy of science; Engineering ethics; Coherence (philosophical gambling strategy); Political science; Law and economics; Sociology; Epistemology; Law; Engineering; Philosophy","score_opus":0.03642292715987023,"score_gpt":0.35066556771098073,"score_spread":0.3142426405511105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090586051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93000114,0.0002893028,0.0026367588,0.05564946,0.00041655265,0.0005953718,0.000008466481,0.00008780579,0.010315162],"genre_scores_gemma":[0.99817353,0.00028714,0.00032793646,0.00054880505,0.00005188412,0.0000023597702,1.5997287e-7,0.0000018942502,0.0006062767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990857,0.00006665356,0.00009015833,0.00011793326,0.0004640486,0.00017547891],"domain_scores_gemma":[0.999573,0.00017873489,0.000032628523,0.00011647873,0.00006162631,0.000037519338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00431704,0.000048888836,0.00007040958,0.00003813555,0.00078785367,0.00007721396,0.00015597173,0.0000533261,0.000005987094],"category_scores_gemma":[0.00065777596,0.000030141377,0.000017523136,0.00031759302,0.00071607926,0.00013042393,0.00008921282,0.00019765762,5.8988076e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075757134,0.000018702673,0.004860894,0.000051282925,0.000010646663,9.876507e-7,0.110458605,0.0014039589,0.00082048384,0.87446964,0.0003505202,0.0075467248],"study_design_scores_gemma":[0.0006645432,0.0000418963,0.6640715,0.00016854962,0.000039888597,0.0000026669732,0.011128255,0.009515333,0.00022108687,0.008688513,0.30519179,0.0002659725],"about_ca_topic_score_codex":0.00007293887,"about_ca_topic_score_gemma":0.00006528357,"teacher_disagreement_score":0.8657811,"about_ca_system_score_codex":0.000031667478,"about_ca_system_score_gemma":0.00010037829,"threshold_uncertainty_score":0.6059613},"labels":[],"label_agreement":null},{"id":"W2091885468","doi":"10.4000/vertigo.12214","title":"Vers une définition multidimensionnelle du risque","year":2012,"lang":"fr","type":"article","venue":"VertigO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.02900485136338473,"score_gpt":0.27974471768053993,"score_spread":0.2507398663171552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091885468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5658857,0.0033980932,0.0045287223,0.036226276,0.013499963,0.00049902365,0.000013415008,0.00021065821,0.37573814],"genre_scores_gemma":[0.9615459,0.0042076567,0.0010471334,0.001034019,0.0010746182,0.000014036371,0.000010947759,0.000014927025,0.031050747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859935,0.00024879925,0.00018419037,0.00017481601,0.00030059105,0.0004922592],"domain_scores_gemma":[0.9994062,0.000054589087,0.00006348686,0.0001662707,0.000047058576,0.000262384],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004139059,0.00013116607,0.0001266217,0.000058527425,0.00048696465,0.00003185026,0.00011644979,0.00013572235,0.0049744938],"category_scores_gemma":[0.00006237652,0.00013853364,0.000106313295,0.00039222382,0.0002831891,0.0005153439,0.00005991073,0.000112793685,0.0076812324],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003475069,0.0008740673,0.017294463,0.00004899774,0.000074131436,0.000009051778,0.056044094,0.00024098597,0.000842863,0.56696534,0.3120465,0.045524776],"study_design_scores_gemma":[0.000367225,0.000032370008,0.012122565,0.000030520983,0.000054199503,6.944009e-7,0.007362584,0.00041974755,0.00014461068,0.0008165381,0.97846323,0.00018569871],"about_ca_topic_score_codex":0.0057484503,"about_ca_topic_score_gemma":0.000649031,"teacher_disagreement_score":0.66641676,"about_ca_system_score_codex":0.00034162775,"about_ca_system_score_gemma":0.000037236936,"threshold_uncertainty_score":0.9959351},"labels":[],"label_agreement":null},{"id":"W2092385521","doi":"10.3152/147154603781766301","title":"Social and economic effects from attitudes towards risk","year":2003,"lang":"en","type":"article","venue":"Impact Assessment and Project Appraisal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic risk; Economic impact analysis; Social risk; Risk assessment; Product (mathematics); Event (particle physics); Business; Public economics; Social impact; Actuarial science; Risk analysis (engineering); Economics; Environmental health; Microeconomics; Medicine","score_opus":0.04409350096744591,"score_gpt":0.4764686455481849,"score_spread":0.432375144580739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092385521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95055974,0.00012076368,0.00026678466,0.00033558495,0.0003473741,0.00040277536,0.000017901335,0.00007125257,0.047877852],"genre_scores_gemma":[0.99746764,0.00097506866,0.00096124137,0.000055712153,0.00029735107,0.00003211167,0.000009735794,0.000011150832,0.00018998541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870706,0.00043544677,0.00013286888,0.00025441367,0.00018401016,0.00028620582],"domain_scores_gemma":[0.99949974,0.00021414137,0.00008497871,0.000080634614,0.000013401993,0.00010707684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007341163,0.00015124113,0.0002007427,0.00007459568,0.00057993963,0.0003272689,0.000079231606,0.00009090224,0.0002675374],"category_scores_gemma":[0.000062060724,0.00012957309,0.000066659035,0.00007141423,0.00018204303,0.0002744848,0.000040858646,0.00013332986,0.000013160649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048118178,0.00014132376,0.8023213,0.00003186068,0.00027783593,0.0000052405862,0.033061158,0.0000027643184,0.000101611615,0.050739966,0.014628436,0.098640375],"study_design_scores_gemma":[0.00087149517,0.00012669852,0.9140332,0.0000072650537,0.00006714635,4.899895e-7,0.0029962186,0.00005434833,0.000012162351,0.0011589102,0.080441564,0.00023051121],"about_ca_topic_score_codex":0.0219988,"about_ca_topic_score_gemma":0.002750729,"teacher_disagreement_score":0.111711875,"about_ca_system_score_codex":0.00012745241,"about_ca_system_score_gemma":0.00031448615,"threshold_uncertainty_score":0.9845138},"labels":[],"label_agreement":null},{"id":"W2093528863","doi":"10.1179/oeh.2000.6.1.34","title":"Health-risk Perception in the Inner City Community of Centro Habana, Cuba","year":2000,"lang":"en","type":"article","venue":"International Journal of Occupational and Environmental Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sanitation; Psychological intervention; Environmental health; Risk perception; Perception; Health risk; Promotion (chess); Medicine; Geography; Psychology; Nursing; Political science","score_opus":0.039260386085792756,"score_gpt":0.36728132742628283,"score_spread":0.3280209413404901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093528863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98606026,0.00013783532,0.00020633059,0.012327381,0.00015232964,0.00013443656,0.00006693264,0.0000026070743,0.0009118732],"genre_scores_gemma":[0.9887526,0.008056048,0.00030837592,0.0025294973,0.0001482892,0.000002045994,0.00003922689,0.000002888553,0.00016101947],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977774,0.0008276511,0.0004804854,0.00006678644,0.0007161218,0.00013152935],"domain_scores_gemma":[0.99935776,0.00010103626,0.00036715003,0.000064821106,0.00002315289,0.000086069485],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022002405,0.000065263455,0.00013821563,0.00010465925,0.0003372734,0.000025318062,0.00027108064,0.000028191911,0.0012489874],"category_scores_gemma":[0.000021311504,0.000050554147,0.000060917115,0.000056178204,0.00019696102,0.00022348727,0.000024088407,0.00026714263,0.000009434283],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004170956,0.0009845144,0.38305113,0.000013084385,0.000041102303,0.000002676709,0.06588057,0.00045897954,0.000015052254,0.0016680273,0.0046327375,0.54283506],"study_design_scores_gemma":[0.00045795937,0.00014050014,0.94686687,0.000026651158,0.000002808314,0.00000868292,0.011630319,0.000075916694,3.9170763e-7,0.0005645352,0.040184952,0.000040392133],"about_ca_topic_score_codex":0.011530887,"about_ca_topic_score_gemma":0.0029821263,"teacher_disagreement_score":0.5638158,"about_ca_system_score_codex":0.00039885734,"about_ca_system_score_gemma":0.000105788116,"threshold_uncertainty_score":0.999664},"labels":[],"label_agreement":null},{"id":"W2093803770","doi":"10.1289/ehp.1205562","title":"Revised Ethics Guidelines for Environmental Epidemiologists","year":2012,"lang":"en","type":"editorial","venue":"Environmental Health Perspectives","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Biostatistics; Environmental epidemiology; Public health; Subspecialty; Epidemiology; Medicine; Environmental health; Political science; Library science; Public relations; Family medicine; Pathology","score_opus":0.1926984712895867,"score_gpt":0.5064150201321868,"score_spread":0.31371654884260003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093803770","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019526845,0.044868063,0.0021336027,0.051351644,0.885219,0.0058868057,0.0029115418,0.00036750123,0.007066569],"genre_scores_gemma":[0.002096158,0.18943608,0.005392808,0.0024797455,0.76637846,0.00048706078,0.001367918,0.000119826465,0.032241933],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938717,0.0015357609,0.0009435254,0.0010077276,0.0014387242,0.0012025872],"domain_scores_gemma":[0.9963378,0.0018095674,0.0007365607,0.0005029388,0.000037864917,0.0005752917],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007234157,0.0005304821,0.00082181516,0.00014156428,0.001989166,0.00006443231,0.00058011705,0.0012768079,0.0018950676],"category_scores_gemma":[0.0032571915,0.00053778297,0.00041560133,0.000067234556,0.001280886,0.00026188433,0.00020776367,0.0014022813,0.0004449079],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042753978,0.00032268337,0.000081611935,0.00011374723,0.000050768576,6.4441105e-7,0.035238776,0.0000039264296,0.000007082877,0.0008867703,0.95306635,0.010184867],"study_design_scores_gemma":[0.0004926617,0.00020694858,0.00051008107,0.000086133965,0.000044705605,2.05185e-7,0.06285933,0.0000057352854,6.118659e-7,0.00022213964,0.93510085,0.0004706173],"about_ca_topic_score_codex":0.0012201838,"about_ca_topic_score_gemma":0.00047284394,"teacher_disagreement_score":0.14456801,"about_ca_system_score_codex":0.0045289355,"about_ca_system_score_gemma":0.00047128944,"threshold_uncertainty_score":0.99970734},"labels":[],"label_agreement":null},{"id":"W2094189462","doi":"10.1007/s10460-012-9375-9","title":"Consumer’s stated trust in the food industry and meat purchases","year":2012,"lang":"en","type":"article","venue":"Agriculture and Human Values","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Reputation; Business; Meat packing industry; Marketing; Quality (philosophy); Food safety; Processed meat; Food science","score_opus":0.048597893165087704,"score_gpt":0.3214283740466163,"score_spread":0.27283048088152856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094189462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97133577,0.0009409401,8.468205e-7,0.0013556666,0.000047134003,0.00019633878,0.0000031436762,0.000025893316,0.02609426],"genre_scores_gemma":[0.9962687,0.000599396,0.000012818772,0.00047859913,0.00018681219,0.000012714723,0.0000071576474,0.0000020269772,0.0024317973],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993493,0.00014350716,0.00008154261,0.00009325994,0.00014872476,0.00018364104],"domain_scores_gemma":[0.99980986,0.000028247523,0.00002723784,0.000052268333,0.000017329192,0.000065082495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033413796,0.00006943932,0.00007555654,0.000026817639,0.00050107646,0.00010677869,0.0000759599,0.0000932467,0.000115125345],"category_scores_gemma":[0.000015407322,0.00003719079,0.000015092284,0.000095118994,0.00019244001,0.00018855986,0.00002585971,0.00014549642,0.000005715209],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005759251,0.00023980848,0.23717746,0.000020944351,0.00004794844,0.0000027936007,0.30020574,5.941428e-7,0.00028052917,0.32908544,0.12527074,0.0076622656],"study_design_scores_gemma":[0.0001866485,0.00004026507,0.53343844,0.000009945333,0.0000238239,0.0000012480302,0.08867223,1.6539062e-7,0.000013567353,0.0013150534,0.37620497,0.00009363754],"about_ca_topic_score_codex":0.001059062,"about_ca_topic_score_gemma":0.0040376894,"teacher_disagreement_score":0.32777038,"about_ca_system_score_codex":0.000010374109,"about_ca_system_score_gemma":0.0000046618716,"threshold_uncertainty_score":0.38539258},"labels":[],"label_agreement":null},{"id":"W2094461372","doi":"10.1089/bsp.2010.0053","title":"Total Decontamination Cost of the Anthrax Letter Attacks","year":2012,"lang":"en","type":"article","venue":"Biosecurity and Bioterrorism Biodefense Strategy Practice and Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Human decontamination; Relocation; Environmental science; Business; Risk analysis (engineering); Waste management; Computer science; Engineering","score_opus":0.03398202375388737,"score_gpt":0.34667679908312127,"score_spread":0.3126947753292339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094461372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768095,0.0003391501,0.00011172897,0.014697131,0.00047390827,0.00028186617,0.000008719082,0.000017796949,0.007260218],"genre_scores_gemma":[0.99721944,0.0014860684,0.00013977672,0.0007981937,0.00011462402,0.0000034999982,4.8802224e-7,0.000002362995,0.00023554754],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986618,0.0002005054,0.00017028375,0.00022308256,0.00042252734,0.00032176674],"domain_scores_gemma":[0.99932337,0.000107099404,0.00016066429,0.00015444549,0.00010607881,0.0001483547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022099093,0.00009290692,0.00009800755,0.0000743419,0.0008327523,0.00015048432,0.0001603762,0.000092739065,0.000035753983],"category_scores_gemma":[0.00032952,0.000059811624,0.000032025357,0.000384096,0.0020861742,0.0016108667,0.00012045161,0.00011295921,0.00000695979],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002268475,0.0013363716,0.04383097,0.00012977827,0.00007181343,0.000009366976,0.18313679,0.0000017447851,0.10388295,0.2572222,0.007840188,0.40231097],"study_design_scores_gemma":[0.0008598133,0.00023635913,0.47574088,0.000077528726,0.00013386128,0.000041890373,0.08543355,0.000097504904,0.0078600375,0.00040961357,0.42854065,0.0005683251],"about_ca_topic_score_codex":0.0012206063,"about_ca_topic_score_gemma":0.00037858594,"teacher_disagreement_score":0.4319099,"about_ca_system_score_codex":0.00003503709,"about_ca_system_score_gemma":0.00009295726,"threshold_uncertainty_score":0.7686596},"labels":[],"label_agreement":null},{"id":"W2096487060","doi":"10.1177/0270467611412552","title":"Public Health Ethics, Legitimacy, and the Challenges of Industrial Wind Turbines: The Case of Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Legitimacy; Public health; Government (linguistics); Proportionality (law); Political science; Precautionary principle; Law and economics; Wind power; Business; Public administration; Public relations; Law; Engineering; Sociology; Medicine; Politics","score_opus":0.13882630407830926,"score_gpt":0.30610438827240155,"score_spread":0.1672780841940923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096487060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55720717,0.00075666816,0.000012298049,0.42657483,0.000249009,0.00060021976,0.0000052728715,0.000032650296,0.014561871],"genre_scores_gemma":[0.99692726,0.0014319733,0.00049330795,0.0008924791,0.000019068151,0.0000095007435,1.2150586e-7,0.000002998966,0.0002232946],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985338,0.00015802629,0.0003151727,0.0002280736,0.00044055143,0.00032440777],"domain_scores_gemma":[0.99879783,0.0001828993,0.0003600163,0.00032102296,0.0002721179,0.00006609407],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0070913984,0.000083956504,0.00022720866,0.00006871609,0.0010040697,0.000013293793,0.0008129559,0.0001684169,0.00023527427],"category_scores_gemma":[0.0006223695,0.00005175354,0.00006280655,0.0006079703,0.022450222,0.000043969438,0.00027808297,0.00045897492,5.5583365e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010653074,0.00007340889,0.0011254748,0.000021243244,0.00003285815,0.0000030174515,0.4013158,8.994975e-7,0.000013070841,0.5678314,0.014762381,0.014809758],"study_design_scores_gemma":[0.00088609575,0.00011910938,0.0020811972,0.00003786286,0.000018901834,0.000016716613,0.65767455,0.000005677967,0.00009346371,0.0041992585,0.3347542,0.00011297421],"about_ca_topic_score_codex":0.9719097,"about_ca_topic_score_gemma":0.936708,"teacher_disagreement_score":0.5636322,"about_ca_system_score_codex":0.00025510776,"about_ca_system_score_gemma":0.0049014534,"threshold_uncertainty_score":0.9802101},"labels":[],"label_agreement":null},{"id":"W2097578882","doi":"10.14430/arctic337","title":"An Aboriginal Perspective on the Remediation of Mid-Canada Radar Line Sites in the Subarctic: A Partnership Evaluation","year":2009,"lang":"en","type":"article","venue":"ARCTIC","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Assembly of First Nations; University of Waterloo","funders":"","keywords":"General partnership; Political science; Environmental planning; Public administration; Geography; Law","score_opus":0.05328158898422634,"score_gpt":0.39414700456428065,"score_spread":0.3408654155800543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097578882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9257411,0.000047978472,0.00000881202,0.048139326,0.00006790977,0.00050951476,7.5861936e-7,0.000007991136,0.02547662],"genre_scores_gemma":[0.9973411,0.00007793159,0.000027697286,0.0022738972,0.00013823116,0.00001438433,0.0000049011264,0.0000019340996,0.00011990749],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983209,0.00068217074,0.00010895501,0.0001152568,0.0006471499,0.00012556861],"domain_scores_gemma":[0.99940825,0.00019265036,0.00006461379,0.00016336942,0.00013790592,0.000033238557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002014685,0.000050206403,0.000054701028,0.000039692393,0.00017237633,0.000031030886,0.00017961202,0.000020064017,0.0004199736],"category_scores_gemma":[0.00039905662,0.000031451673,0.000020906082,0.00029748984,0.00006907182,0.00010111986,0.0000020112059,0.000086403335,0.000014115591],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018000162,0.0007124689,0.038480487,0.000012915262,0.00003086238,0.00000517119,0.31767383,0.001427554,0.0010664458,0.6172113,0.009631842,0.01356716],"study_design_scores_gemma":[0.0003866554,0.00025608268,0.85811615,0.00001867721,0.000049046987,2.607211e-7,0.104610346,0.0011360147,0.00006659775,0.022332253,0.012917855,0.00011003737],"about_ca_topic_score_codex":0.3273354,"about_ca_topic_score_gemma":0.7860314,"teacher_disagreement_score":0.8196357,"about_ca_system_score_codex":0.00045238368,"about_ca_system_score_gemma":0.0003360024,"threshold_uncertainty_score":0.67714393},"labels":[],"label_agreement":null},{"id":"W2098133290","doi":"10.1016/s0887-6177(03)00025-8","title":"The public's misconceptions about traumatic brain injury: a follow up survey","year":2003,"lang":"en","type":"article","venue":"Archives of Clinical Neuropsychology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"American Psychological Association","keywords":"Traumatic brain injury; Psychology; Medicine; Psychiatry","score_opus":0.2008937393967539,"score_gpt":0.4866331555003272,"score_spread":0.28573941610357334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098133290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6594607,0.000071937,0.002142342,0.032590214,0.0040491973,0.0005680296,0.000017541275,0.000083395986,0.3010166],"genre_scores_gemma":[0.98353726,0.0022299413,0.00042626605,0.0032829118,0.000105904175,0.000022499975,0.000004728312,0.000013784427,0.010376691],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909357,0.0072405073,0.0008331993,0.00034808432,0.00023752321,0.00040500105],"domain_scores_gemma":[0.9923744,0.006597144,0.0002721622,0.00049649546,0.000049306207,0.00021046607],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0039605033,0.000109687244,0.00030101836,0.00007287385,0.00052675756,0.000060849023,0.0006251732,0.0000810803,0.00042040469],"category_scores_gemma":[0.0107556665,0.000082772574,0.0002614159,0.00027166842,0.0023029502,0.00007805854,0.000051468596,0.00031261562,0.00013029367],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019793847,0.0005840454,0.050153,0.0000063381744,0.000091176975,0.000004047542,0.0068583977,0.0000016093909,0.000070716815,0.46397936,0.06881519,0.4092382],"study_design_scores_gemma":[0.00048418072,0.00015907978,0.44567937,0.0000038180556,0.0000060569373,5.142354e-7,0.00074710214,0.000007834285,3.3607301e-7,0.0070879427,0.5457573,0.00006645924],"about_ca_topic_score_codex":0.00019116988,"about_ca_topic_score_gemma":0.0052743037,"teacher_disagreement_score":0.47694212,"about_ca_system_score_codex":0.000003817758,"about_ca_system_score_gemma":0.000112319845,"threshold_uncertainty_score":0.99757713},"labels":[],"label_agreement":null},{"id":"W2098287886","doi":"10.3390/su5052036","title":"A Framework of Adaptive Risk Governance for Urban Planning","year":2013,"lang":"en","type":"article","venue":"Sustainability","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Health and Safety Executive","keywords":"Risk governance; Corporate governance; Risk management; IT risk; Sustainability; IT risk management; Risk assessment; Project governance; Risk analysis (engineering); Business; Urban planning; Management science; Political science; Sociology; Environmental planning; Economics; Engineering; Management; Finance; Geography","score_opus":0.019097318567774954,"score_gpt":0.33989503878061,"score_spread":0.32079772021283504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098287886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8892331,0.00018771017,0.0830321,0.0055489447,0.0002978022,0.003366358,0.000024786148,0.00012032348,0.018188884],"genre_scores_gemma":[0.99389726,0.000028402876,0.0035121073,0.00007069131,0.00009561082,0.00017074686,6.6009034e-7,0.000004717725,0.002219774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99907595,0.00014615478,0.00015457213,0.0001812492,0.00019004551,0.00025204459],"domain_scores_gemma":[0.9988285,0.00024222246,0.0001313251,0.00019312787,0.0005386253,0.00006621119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073979504,0.00006233704,0.000118178854,0.000017286391,0.00026447605,0.0000270907,0.00016170373,0.0000694034,0.0003338391],"category_scores_gemma":[0.0027937256,0.00005900002,0.000078664925,0.00015003445,0.0002721037,0.00017230614,0.000040770792,0.000090238114,0.000008765748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000656771,0.00013556179,0.1555882,0.0000937103,0.00002337159,4.2640514e-7,0.07671793,0.00018355927,0.0000018290319,0.7058789,0.020406,0.04090485],"study_design_scores_gemma":[0.00016940762,0.00009495389,0.38427165,0.000015289224,0.000013590212,1.1632073e-8,0.061296612,0.00024477366,0.0000061262763,0.41670114,0.13707203,0.000114418],"about_ca_topic_score_codex":0.0076620574,"about_ca_topic_score_gemma":0.00015936165,"teacher_disagreement_score":0.28917775,"about_ca_system_score_codex":0.00045152873,"about_ca_system_score_gemma":0.00017637029,"threshold_uncertainty_score":0.998946},"labels":[],"label_agreement":null},{"id":"W2098608974","doi":"10.1017/s0376892903250207","title":"How Much Risk? A Guide to Understanding Environmental Health Hazards<scp>INGE F. GOLDSTEIN AND MARTIN GOLDSTEIN</scp>xii + 338 pp., 68 figs., 24 × 16 × 3 cm, ISBN 0 19 513994 1 hardback, GB£ 19.99, Oxford, UK: Oxford University Press, 2002","year":2003,"lang":"en","type":"article","venue":"Environmental Conservation","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Environmental ethics; Philosophy","score_opus":0.03186592192042431,"score_gpt":0.24580664163432822,"score_spread":0.2139407197139039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098608974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94845605,0.0014621088,0.008025439,0.011945144,0.0005728825,0.0027921144,0.0005316745,0.00020905766,0.026005525],"genre_scores_gemma":[0.87098926,0.016239304,0.0019650508,0.0026457077,0.00014608337,0.00003880513,0.00025046096,0.000056295306,0.107669026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961295,0.0009536096,0.00044753682,0.00084260566,0.0008231868,0.0008035617],"domain_scores_gemma":[0.9983029,0.0001569964,0.00042922568,0.00042112003,0.00000597508,0.0006837778],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014052385,0.00040184314,0.00035983237,0.00014336796,0.0018156574,0.00028599575,0.0003123053,0.00020903078,0.0009030162],"category_scores_gemma":[0.00022193498,0.000474888,0.00013962906,0.00022875001,0.00045761204,0.0007451734,0.00024492448,0.0003270763,0.00008816163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007203649,0.0004891343,0.1358435,0.00006937325,0.00015100605,0.000029601828,0.015839262,0.00007255019,0.001770129,0.012784743,0.8290302,0.0038484663],"study_design_scores_gemma":[0.0011239949,0.00018427028,0.0204125,0.000029998442,0.000047319747,0.0000033841293,0.058856804,0.00022656219,0.000117360665,0.00015726051,0.91856205,0.00027847284],"about_ca_topic_score_codex":0.0025005513,"about_ca_topic_score_gemma":0.0021150927,"teacher_disagreement_score":0.115431,"about_ca_system_score_codex":0.004081515,"about_ca_system_score_gemma":0.0001095134,"threshold_uncertainty_score":0.9997703},"labels":[],"label_agreement":null},{"id":"W2099932702","doi":"10.1093/toxsci/kfq102","title":"Enhancing the Credibility of Decisions Based on Scientific Conclusions: Transparency Is Imperative","year":2010,"lang":"en","type":"article","venue":"Toxicological Sciences","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"U.S. Environmental Protection Agency","keywords":"Credibility; Transparency (behavior); Risk assessment; Risk management; Risk analysis (engineering); Decision-making; Process (computing); Documentation; Computer science; Medicine; Business; Engineering; Political science; Computer security; Operations management","score_opus":0.10075057259654996,"score_gpt":0.40745112727613064,"score_spread":0.3067005546795807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099932702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9336282,0.000011150889,0.0009551397,0.01134112,0.000784542,0.0004370207,0.000010294059,0.000044458593,0.05278807],"genre_scores_gemma":[0.9966868,0.000024103361,0.0012801473,0.0013146228,0.000061778,0.000020088284,6.4687197e-7,0.0000014412834,0.00061038363],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977232,0.0003353544,0.00028415216,0.00041463564,0.00092510646,0.00031753385],"domain_scores_gemma":[0.9981302,0.0012721521,0.000092806564,0.00025531504,0.000116167,0.00013335896],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005509197,0.000089724505,0.00014282326,0.000076392185,0.003192965,0.00019726974,0.00083583256,0.00009274874,0.0077042836],"category_scores_gemma":[0.0021174136,0.000046848672,0.000099818324,0.00092976086,0.00530605,0.0001450929,0.000076640754,0.00021009738,0.000066846726],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009269175,0.0022188078,0.014351668,0.000010357473,0.000015503882,0.0000055630057,0.0853828,0.0009061898,0.26762185,0.54665303,0.011229928,0.07151161],"study_design_scores_gemma":[0.0015120934,0.003452998,0.34436914,0.0001606717,0.00008642371,0.0000010713451,0.09551672,0.015201366,0.045157712,0.11475728,0.37855166,0.0012328842],"about_ca_topic_score_codex":0.00022719333,"about_ca_topic_score_gemma":0.0065371147,"teacher_disagreement_score":0.43189576,"about_ca_system_score_codex":0.00003407851,"about_ca_system_score_gemma":0.00031382564,"threshold_uncertainty_score":0.99810475},"labels":[],"label_agreement":null},{"id":"W210015213","doi":"","title":"Canadian Public and Stakeholder Engagement Approach to a Spent Nuclear Fuel Management","year":2008,"lang":"en","type":"article","venue":"Journal of the Nuclear Fuel Cycle and Waste Technology(JNFCWT)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Government (linguistics); Spent nuclear fuel; Plan (archaeology); Process (computing); Business; Public participation; Stakeholder engagement; Order (exchange); Radioactive waste; Public opinion; Public relations; Process management; Computer science; Engineering; Political science; Politics; Waste management; Law; Finance","score_opus":0.04582046209658784,"score_gpt":0.24738877600758463,"score_spread":0.20156831391099678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W210015213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87781763,0.00032559957,0.000023629393,0.04952513,0.00032036917,0.00060270546,0.0000033517051,0.00007757966,0.07130399],"genre_scores_gemma":[0.98983324,0.0038888413,0.0022882153,0.002068666,0.00011486984,0.000004878317,2.720637e-7,0.000028846618,0.0017721948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982377,0.00015203681,0.00035619835,0.00026795652,0.0004798877,0.0005062094],"domain_scores_gemma":[0.9989367,0.000012260559,0.00020006394,0.00034333742,0.000093137154,0.00041451224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009511695,0.00017579207,0.0002562517,0.0006318444,0.0011450271,0.0001692683,0.0007430946,0.00015084202,0.00013470049],"category_scores_gemma":[0.000059174232,0.00013634092,0.00009498914,0.0005463586,0.00041748598,0.00025916213,0.00044221256,0.00042889113,0.000042084666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019197946,0.0012748642,0.009728359,0.00039328774,0.0011215542,0.00040703395,0.09241858,0.0002038927,0.00052282616,0.44676223,0.25982487,0.1871505],"study_design_scores_gemma":[0.00069130183,0.00013618145,0.010681304,0.00004361652,0.000065599575,0.00008909337,0.057253975,0.000082573926,0.0000022877193,0.0024774855,0.92825145,0.00022511143],"about_ca_topic_score_codex":0.00245798,"about_ca_topic_score_gemma":0.0053405813,"teacher_disagreement_score":0.6684266,"about_ca_system_score_codex":0.00032890792,"about_ca_system_score_gemma":0.00007852696,"threshold_uncertainty_score":0.8806738},"labels":[],"label_agreement":null},{"id":"W2100616046","doi":"10.1080/13698570600677399","title":"The structure of Canadians' health risk perceptions: Environmental, therapeutic and social health risks","year":2006,"lang":"en","type":"article","venue":"Health Risk & Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute of Population and Public Health; University of Ottawa","funders":"","keywords":"Public health; Environmental health; Risk perception; Population; Psychology; Perception; Gerontology; Medicine; Nursing","score_opus":0.02384319639202946,"score_gpt":0.33682094565058024,"score_spread":0.31297774925855076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100616046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8250261,0.02651206,0.0013445878,0.1407573,0.0007534086,0.0031768987,0.001666855,0.00020654214,0.0005562263],"genre_scores_gemma":[0.8489391,0.14261217,0.0006472219,0.007039639,0.00033515156,0.000014090441,0.000049688202,0.000022200991,0.00034071415],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960136,0.0014601424,0.00063732517,0.00038805045,0.00059142784,0.00090949266],"domain_scores_gemma":[0.9984183,0.00013058387,0.0008451602,0.00026221504,0.000026694262,0.00031707366],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023779823,0.00020904333,0.0003747203,0.000035906047,0.008364841,0.000092544375,0.00024045072,0.00013891605,0.00019645067],"category_scores_gemma":[0.000011366261,0.00017238388,0.0002066537,0.00021939409,0.00092603144,0.00010960046,0.000050204948,0.000504143,0.000010919156],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018934,0.00016754487,0.063886106,0.00015792287,0.00009887097,1.69303e-7,0.33543536,0.00006468642,0.000011725594,0.009185732,0.18692623,0.4040467],"study_design_scores_gemma":[0.0004189655,0.00011584986,0.53420234,0.000011902093,0.000016872618,4.4029133e-7,0.122679844,0.00009382971,2.6781728e-7,0.002482073,0.33982554,0.00015209273],"about_ca_topic_score_codex":0.6243659,"about_ca_topic_score_gemma":0.42789853,"teacher_disagreement_score":0.47031623,"about_ca_system_score_codex":0.0013857115,"about_ca_system_score_gemma":0.0010462331,"threshold_uncertainty_score":0.9929261},"labels":[],"label_agreement":null},{"id":"W2103905023","doi":"10.1016/s0025-326x(03)00091-2","title":"The precautionary principle. A critical appraisal of environmental risk assessment by Indur M. Goklany, Published in 2001 by the Cato Institute, Washington, DC, 2001, 119 pp. ISBN 1-930865-16-3. Available from","year":2003,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Environmental risk assessment; Precautionary principle; Environmental science; Environmental ethics; Political science; Risk assessment; Philosophy; Economics; Management; Ecology; Biology","score_opus":0.013576271827644109,"score_gpt":0.2896816289599569,"score_spread":0.2761053571323128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103905023","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28978842,0.0026051053,0.0026201268,0.23031099,0.0038179534,0.0033644035,0.0014606958,0.0003023123,0.46573],"genre_scores_gemma":[0.9567615,0.0046301456,0.0009371085,0.0010206556,0.00017630284,0.00024434418,0.00028289226,0.000029389477,0.035917673],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961538,0.0012097566,0.00061678333,0.0004901233,0.0008542248,0.00067536277],"domain_scores_gemma":[0.99861676,0.00043784332,0.00023237547,0.00047290447,0.00004321788,0.0001968927],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031172237,0.00023598262,0.0002465154,0.000063884196,0.0010471822,0.0002594442,0.0005793286,0.00017882671,0.024885755],"category_scores_gemma":[0.0015373874,0.0001766159,0.00010018491,0.0003139432,0.000931797,0.0003043199,0.00033830458,0.0005083121,0.00036045985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035533565,0.0006009477,0.016670512,0.0000049753858,0.00003232195,0.000001857007,0.00060415926,0.00002371858,0.00016355659,0.017228324,0.9610091,0.0036249983],"study_design_scores_gemma":[0.0006736287,0.000045329645,0.034514017,0.000010394917,0.000027996186,0.0000011718399,0.0023847912,0.00009836261,0.00004173182,0.0006275657,0.961375,0.00020001299],"about_ca_topic_score_codex":0.031083692,"about_ca_topic_score_gemma":0.006141662,"teacher_disagreement_score":0.66697305,"about_ca_system_score_codex":0.00067978946,"about_ca_system_score_gemma":0.00020383522,"threshold_uncertainty_score":0.9760056},"labels":[],"label_agreement":null},{"id":"W2104372462","doi":"10.1080/10410230802056230","title":"Stretched Rating Scales Cause Guided Responding","year":2008,"lang":"en","type":"article","venue":"Health Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Health Information; McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Rating scale; Scale (ratio); Psychology; Perception; Health care; Applied psychology; Social psychology; Developmental psychology; Geography","score_opus":0.1937614918313624,"score_gpt":0.4553317708846668,"score_spread":0.26157027905330443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104372462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.830378,0.0011425298,0.0010168754,0.0926832,0.00019387646,0.00082040625,0.0000028377463,0.00041233344,0.07334992],"genre_scores_gemma":[0.9804468,0.010291948,0.005371426,0.0015892808,0.000049405287,0.000024909203,0.00002244649,0.0000065344184,0.0021972149],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99835014,0.00085591845,0.00025172095,0.00010280348,0.00023787929,0.00020156383],"domain_scores_gemma":[0.9991302,0.00011132209,0.00014724793,0.00043935791,0.000068773785,0.00010313674],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016372271,0.000050095223,0.000089987865,0.00010556538,0.0020391482,0.000030812123,0.00027834324,0.000038120397,0.00012287183],"category_scores_gemma":[0.0002152703,0.000054836153,0.00002473242,0.00031200988,0.00014909224,0.00017423849,0.00007249334,0.00010738466,0.000084571206],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034358934,0.0002176077,0.026362438,0.000059148217,0.000024635876,0.0000029860848,0.41768602,0.00011178486,0.0002235879,0.26343212,0.1876149,0.10423042],"study_design_scores_gemma":[0.00047826755,0.000039032224,0.09845105,0.0000888227,0.000004760416,0.0000023801417,0.02914874,0.0006333666,0.000015202438,0.0012388742,0.8696996,0.00019990766],"about_ca_topic_score_codex":0.0044648796,"about_ca_topic_score_gemma":0.0063360943,"teacher_disagreement_score":0.6820847,"about_ca_system_score_codex":0.00027895707,"about_ca_system_score_gemma":0.00016895958,"threshold_uncertainty_score":0.99926007},"labels":[],"label_agreement":null},{"id":"W2104553780","doi":"10.1111/j.0272-4332.2004.00527.x","title":"Travel Risks in a Time of Terror: Judgments and Choices","year":2004,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Nepal Academy of Science and Technology; National Science Foundation","keywords":"Destinations; Worry; Terrorism; Feeling; Affect (linguistics); Risk perception; Psychology; Social psychology; Risk-seeking; Advertising; Actuarial science; Tourism; Business; Political science; Perception; Law","score_opus":0.027942299273074827,"score_gpt":0.33593450836557914,"score_spread":0.3079922090925043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104553780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99182636,0.000076439406,0.0004950598,0.00030460602,0.000012146239,0.0000909326,0.000006857043,0.000012219068,0.007175366],"genre_scores_gemma":[0.9970418,0.0015654067,0.0003036456,0.000046225905,0.0000163117,0.000005094607,0.0000034289246,0.0000025557763,0.0010154981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991854,0.00009746282,0.00017166758,0.00015288735,0.00025997448,0.0001326391],"domain_scores_gemma":[0.9997069,0.000015104131,0.000096859476,0.000105627536,0.000017576278,0.00005788824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005506726,0.000056301677,0.00018665244,0.00032666192,0.000105228675,0.00002963436,0.000121588964,0.000041069878,0.0004132831],"category_scores_gemma":[0.00003172641,0.0000523278,0.00009321663,0.0008321973,0.00010446425,0.000091310554,0.000027051,0.000050102575,0.00004449849],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001225598,0.00021110724,0.9452185,0.000006517343,0.00045741853,0.0000024872002,0.036903005,0.0020147343,0.00011555308,0.00091426243,0.00007159971,0.014072551],"study_design_scores_gemma":[0.00037018242,0.00001269769,0.9923488,0.000006026703,0.000447555,1.8793967e-8,0.004630465,0.0002836189,0.000021896523,0.0007507624,0.00105336,0.000074616335],"about_ca_topic_score_codex":0.079067856,"about_ca_topic_score_gemma":0.038413014,"teacher_disagreement_score":0.04713029,"about_ca_system_score_codex":0.000055200508,"about_ca_system_score_gemma":0.000016593245,"threshold_uncertainty_score":0.9791334},"labels":[],"label_agreement":null},{"id":"W2104836867","doi":"10.1093/rpd/ncp076","title":"Support for families coping with stroke or dementia: special considerations for emergency management","year":2009,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Élisabeth Bruyère Hospital","funders":"","keywords":"Coping (psychology); Dementia; Psychology; Medicine; Library science; Gerontology; Psychiatry; Computer science","score_opus":0.036268227322852904,"score_gpt":0.32128825805596384,"score_spread":0.28502003073311094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104836867","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039129634,0.00004877151,0.95001984,0.006887838,0.0018600147,0.0089276675,0.000047252503,0.00034682572,0.027948823],"genre_scores_gemma":[0.891208,0.0016080728,0.048566807,0.002498305,0.0045920615,0.0033474462,0.000102525904,0.000047202175,0.048029598],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987942,0.00006235645,0.00029977277,0.00027638013,0.00030067656,0.0002666075],"domain_scores_gemma":[0.9994772,0.000039914186,0.00016119613,0.0001228477,0.00012389068,0.000074924275],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050121156,0.000120569304,0.00012756317,0.00025648018,0.0012025353,0.00011731991,0.00007377843,0.00007537416,0.0017594309],"category_scores_gemma":[0.000113064634,0.00011189204,0.000081036174,0.00029840603,0.000038890514,0.0003458102,0.000007784761,0.00005762675,0.000023249306],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085520593,0.00053286,0.00088460586,0.00021169528,0.00058719295,0.0000030367175,0.009478876,0.0009583523,0.0007522188,0.2521984,0.2274968,0.50604075],"study_design_scores_gemma":[0.0020191725,0.00069625134,0.006762206,0.000011069317,0.00018721489,9.499566e-7,0.00454832,0.00036622354,0.000742928,0.0040557017,0.9802934,0.00031658908],"about_ca_topic_score_codex":0.00004454805,"about_ca_topic_score_gemma":0.0004336007,"teacher_disagreement_score":0.901453,"about_ca_system_score_codex":0.00016372265,"about_ca_system_score_gemma":0.000067631605,"threshold_uncertainty_score":0.9991531},"labels":[],"label_agreement":null},{"id":"W2106252879","doi":"10.1111/j.1467-8330.2010.00853.x","title":"Chronotope, Story, and Historical Geography: Mikhail Bakhtin and the Space-Time of Narratives","year":2011,"lang":"en","type":"article","venue":"Antipode","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Chronotope; Narrative; Plot (graphics); Indigenous; Spacetime; Space (punctuation); Mythology; Sociology; History; Epistemology; Aesthetics; Literature; Philosophy; Art; Linguistics; Physics; Ecology","score_opus":0.026860742066726697,"score_gpt":0.25145949499360953,"score_spread":0.22459875292688283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106252879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90328056,0.0013101129,0.00017255843,0.0057974905,0.00017042273,0.00029145807,0.0000014559143,0.00003617235,0.08893975],"genre_scores_gemma":[0.9936663,0.0017497089,0.0005263344,0.00014134528,0.000053641677,0.0000063239436,3.7849878e-7,0.000003925909,0.0038520456],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935234,0.0001875877,0.00008083524,0.000114486764,0.00015419262,0.0001105415],"domain_scores_gemma":[0.9997438,0.000035166064,0.000052355987,0.00008811853,0.000034065455,0.000046495927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064058794,0.000054840948,0.00011910532,0.00004239854,0.00026665305,0.000014096159,0.00008844947,0.000031505675,0.00024590982],"category_scores_gemma":[0.000036076963,0.000038073325,0.000033428394,0.000079942365,0.0006926547,0.00008644717,0.000041042545,0.00005362249,0.00001071149],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030158213,0.0003496919,0.06329054,0.000044767014,0.00014933357,0.0000052791993,0.60694766,3.8057163e-7,0.00068910694,0.19756816,0.09877617,0.03187735],"study_design_scores_gemma":[0.0012601236,0.00008398305,0.14550315,0.000012705489,0.00003471148,3.6278607e-7,0.020161213,0.000023738614,0.000051244875,0.0030686837,0.829649,0.00015109277],"about_ca_topic_score_codex":0.0045800493,"about_ca_topic_score_gemma":0.00095084286,"teacher_disagreement_score":0.7308728,"about_ca_system_score_codex":0.000026410604,"about_ca_system_score_gemma":0.000019111914,"threshold_uncertainty_score":0.6923695},"labels":[],"label_agreement":null},{"id":"W2107130137","doi":"10.1111/0272-4332.213124","title":"Analytical Paradigms: The Epistemological Distances between Scientists, Policy Makers, and the Public","year":2001,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Rationality; Epistemology; Public policy; Sociology; Social epistemology; Politics; Work (physics); Sociology of scientific knowledge; Evidence-based policy; Public health; Positive economics; Political science; Social science; Economics; Medicine; Law; Engineering","score_opus":0.03400302818564941,"score_gpt":0.34517483211016997,"score_spread":0.31117180392452054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107130137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62871194,0.0013557114,0.01205517,0.25037846,0.00013324454,0.0006096931,0.000034615077,0.00014890278,0.10657228],"genre_scores_gemma":[0.9855184,0.007520685,0.000052188585,0.0004636472,0.00032388218,0.000016725182,0.000009500577,0.0000035405935,0.006091453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973654,0.0010914337,0.0002573394,0.00031272648,0.0005798077,0.000393285],"domain_scores_gemma":[0.99880236,0.0004813719,0.00013599377,0.00035387653,0.000054336506,0.0001720758],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033217026,0.000111698464,0.00029265633,0.0002300943,0.002016799,0.000602047,0.00050279306,0.00006168632,0.0004950722],"category_scores_gemma":[0.00059723103,0.00005493964,0.00029503147,0.0033699,0.002642248,0.0001376448,0.000108378284,0.00015570197,0.00006788873],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015181652,0.000022351709,0.45926145,9.785015e-7,0.0005299695,0.000003772377,0.0022816488,0.000021511478,2.1027772e-8,0.5121054,0.0026752725,0.023082472],"study_design_scores_gemma":[0.0002785667,0.0000073077713,0.30600303,0.0000011565207,0.0011212827,5.7893277e-7,0.004832924,0.001614919,3.2228527e-8,0.009724909,0.67631406,0.00010122885],"about_ca_topic_score_codex":0.008010168,"about_ca_topic_score_gemma":0.014634879,"teacher_disagreement_score":0.67363876,"about_ca_system_score_codex":0.000096016985,"about_ca_system_score_gemma":0.000056021236,"threshold_uncertainty_score":0.9992824},"labels":[],"label_agreement":null},{"id":"W2108339825","doi":"10.1111/0272-4332.216175","title":"Testing a Structured Decision Approach: Value‐Focused Thinking for Deliberative Risk Communication","year":2001,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":167,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"U.S. Environmental Protection Agency; National Science Foundation","keywords":"Value (mathematics); Decision quality; Test (biology); Quality (philosophy); Decision aids; Key (lock); Risk management; Risk analysis (engineering); Psychology; Management science; Knowledge management; Computer science; Business; Engineering; Team effectiveness; Medicine","score_opus":0.045050753545246514,"score_gpt":0.3372906081814356,"score_spread":0.29223985463618907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108339825","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33615452,0.00018563967,0.6511384,0.00023743525,0.000046492492,0.00053123344,0.000019019953,0.00015951847,0.011527681],"genre_scores_gemma":[0.76400685,0.001522829,0.23383316,0.00008767586,0.000084528314,0.00004978968,0.000044095785,0.000010639134,0.00036042335],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978962,0.00069672806,0.00032343212,0.00033103392,0.00048067744,0.00027195332],"domain_scores_gemma":[0.9981496,0.00067527907,0.0003721093,0.00045640307,0.00024872835,0.00009789953],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023053985,0.00013269031,0.00026952956,0.00032575673,0.0023768265,0.0002592014,0.0004395083,0.0000978237,0.00013445043],"category_scores_gemma":[0.0011832414,0.00011811326,0.00028570188,0.0020607323,0.0001094336,0.00023813799,0.00007885629,0.0001655341,0.000015702813],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075571545,0.00013225341,0.13812765,0.0000046426094,0.0011840753,7.116438e-7,0.061729673,0.08008634,0.000017902195,0.012058195,0.0013962392,0.7051867],"study_design_scores_gemma":[0.0014346516,0.0000654856,0.29860744,0.000025158852,0.006056929,3.5144018e-7,0.030486261,0.5039121,0.000008484167,0.108465455,0.05031228,0.0006254212],"about_ca_topic_score_codex":0.011829125,"about_ca_topic_score_gemma":0.011661529,"teacher_disagreement_score":0.7045613,"about_ca_system_score_codex":0.00015767179,"about_ca_system_score_gemma":0.000038542592,"threshold_uncertainty_score":0.99892193},"labels":[],"label_agreement":null},{"id":"W2111434645","doi":"10.6000/1929-7092.2014.03.31","title":"Contract Workers in Japan’s Nuclear Utility Industry: Can We Maintain Safety and Health Standards at Nuclear Power Plants?","year":2014,"lang":"en","type":"article","venue":"Journal of Reviews on Global Economics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Hokkaido University; Waseda University; Ministry of Education, Culture, Sports, Science and Technology; Kindai University","keywords":"Nuclear power; Nuclear power industry; Business; Nuclear industry; Nuclear power plant; Occupational safety and health; Power (physics); Nuclear engineering; Engineering; Medicine","score_opus":0.031064303906630574,"score_gpt":0.33450096641585714,"score_spread":0.3034366625092266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111434645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91086507,0.0020287272,0.000020149992,0.04890728,0.0006402826,0.00060869526,0.00011480226,0.00001551829,0.036799476],"genre_scores_gemma":[0.8628317,0.13072456,0.00021337517,0.006008933,0.000119495875,6.002327e-7,0.0000010310687,0.000009695372,0.00009061307],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980856,0.00047516575,0.0007864782,0.00017499094,0.00017780463,0.00029991884],"domain_scores_gemma":[0.99871576,0.00003284317,0.00072183355,0.0001496681,0.000035478344,0.00034443528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006622363,0.00013399862,0.0005848786,0.00005568092,0.00022299618,0.00009146643,0.00021983674,0.00014100403,0.0006517893],"category_scores_gemma":[0.00015138173,0.0001177676,0.00012268656,0.00007605025,0.0001317478,0.00015558802,0.00005362471,0.00034506555,0.000026579984],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082324754,0.00017043392,0.06777073,0.000068250556,0.000061843784,0.000006600363,0.005701805,0.00010243445,2.8561965e-7,0.095696,0.081964806,0.7476336],"study_design_scores_gemma":[0.00057663413,0.00016481809,0.07527721,0.00020536255,0.0000062235345,0.000005344239,0.003061864,0.000046627767,1.5218765e-8,0.0004390321,0.92012066,0.000096218675],"about_ca_topic_score_codex":0.0014870091,"about_ca_topic_score_gemma":0.014655574,"teacher_disagreement_score":0.83815587,"about_ca_system_score_codex":0.002787602,"about_ca_system_score_gemma":0.00022849481,"threshold_uncertainty_score":0.8178154},"labels":[],"label_agreement":null},{"id":"W2113917730","doi":"10.1111/j.1539-6924.2011.01608.x","title":"Vulnerability and Social Justice as Factors in Emergent U.S. Nanotechnology Risk Perceptions","year":2011,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Center for the Environmental Implications of NanoTechnology; University of California, Santa Barbara; National Science Foundation","keywords":"Framing (construction); Ambivalence; Vulnerability (computing); Risk perception; Perception; Psychology; Societal impact of nanotechnology; Economic Justice; Social psychology; Political science; Engineering; Nanotechnology; Computer science; Computer security","score_opus":0.034801270448638025,"score_gpt":0.32823141808862427,"score_spread":0.29343014763998626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113917730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99087524,0.00003111179,0.0015714228,0.00044645043,0.000103384045,0.00014697104,0.000020054038,0.00009494163,0.0067104027],"genre_scores_gemma":[0.9945309,0.0042748274,0.00035119458,0.000054836615,0.000046867284,0.000018662877,0.000009227718,0.0000059333556,0.00070751656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822026,0.0006036012,0.00027063268,0.00036370204,0.0002439849,0.00029779904],"domain_scores_gemma":[0.9994603,0.000048094393,0.00014219031,0.00020569126,0.000057087742,0.00008663005],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009953688,0.00012122805,0.0002647962,0.00048392962,0.0010674095,0.000030702075,0.00019055096,0.00017307089,0.005354623],"category_scores_gemma":[0.0002430746,0.00011466553,0.00020370478,0.0012454506,0.00037273398,0.00012450774,0.00007775125,0.00025236607,0.00011303122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010925893,0.0001756357,0.8832559,0.0000051201387,0.00028849565,0.0000015611278,0.09683497,0.00005591119,0.000015426525,0.007051058,0.00041237866,0.011892601],"study_design_scores_gemma":[0.00013640134,0.000019576104,0.9027277,7.330578e-7,0.002059832,3.667495e-8,0.08049184,0.0002577277,0.0000066210678,0.0025447984,0.011591992,0.0001627007],"about_ca_topic_score_codex":0.08502415,"about_ca_topic_score_gemma":0.13822627,"teacher_disagreement_score":0.05320212,"about_ca_system_score_codex":0.00013333028,"about_ca_system_score_gemma":0.000029468478,"threshold_uncertainty_score":0.9955546},"labels":[],"label_agreement":null},{"id":"W2114992030","doi":"10.1139/s04-052","title":"Interdisciplinary comparison of expert risk beliefs","year":2005,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Risk communication; Risk assessment; Judgement; Psychology; Discipline; Environmental risk assessment; Social psychology; Applied psychology; Risk analysis (engineering); Computer science; Sociology; Medicine; Epistemology; Social science","score_opus":0.011235236306842127,"score_gpt":0.30252797617237115,"score_spread":0.291292739865529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114992030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960439,0.00053550355,0.0015570461,0.00036779532,0.00017499404,0.00003311522,0.0000010212786,0.0000052572436,0.0012813467],"genre_scores_gemma":[0.9953804,0.0010222147,0.0033398245,0.000016343432,0.00011302812,3.4996265e-7,4.9285063e-8,0.0000023699797,0.00012541957],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99923277,0.00001440862,0.0002054415,0.000069761685,0.0003590052,0.00011860467],"domain_scores_gemma":[0.9996885,0.000019994599,0.00012468158,0.000052626485,0.0000066313223,0.000107540116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067807775,0.000046364486,0.0001006437,0.00010910158,0.0001862993,0.000022836433,0.00017356743,0.000017335882,0.000085211366],"category_scores_gemma":[0.000027540835,0.000039851766,0.000034747165,0.00008784195,0.00035144942,0.00030440118,0.00009603179,0.00008951719,0.000003371634],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040269242,0.0007195969,0.025664372,0.000017821572,0.000042850945,0.000006570955,0.22684994,0.0664003,0.19305055,0.002126216,0.0018484632,0.48323306],"study_design_scores_gemma":[0.0013408317,0.00089621043,0.58705163,0.00021527184,0.000053691932,0.000029959234,0.07782157,0.044772103,0.008884225,0.00016894758,0.2781875,0.00057806773],"about_ca_topic_score_codex":0.000012305558,"about_ca_topic_score_gemma":0.000005885206,"teacher_disagreement_score":0.56138724,"about_ca_system_score_codex":0.000098023535,"about_ca_system_score_gemma":0.00001445023,"threshold_uncertainty_score":0.16251078},"labels":[],"label_agreement":null},{"id":"W2115076770","doi":"10.1093/geront/gnu092","title":"Older Adults’ Risk Practices From Hospital to Home: A Discourse Analysis","year":2014,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Interior Health; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University of British Columbia","keywords":"Psychology; Gerontology; Medicine; Nursing","score_opus":0.01834909585188719,"score_gpt":0.35154993225456443,"score_spread":0.3332008364026772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115076770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93679446,0.00008053179,0.01342786,0.027957477,0.00041006692,0.00037575426,0.00001693298,0.00011646466,0.02082048],"genre_scores_gemma":[0.9952147,0.00016103499,0.0006681374,0.00056706544,0.00032583874,0.00004753372,0.000009603863,0.0000055218097,0.0030005525],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983681,0.0005602404,0.00015507166,0.0002997504,0.00033248935,0.00028438412],"domain_scores_gemma":[0.9988519,0.00023629516,0.0003013414,0.0004435914,0.00004727185,0.00011957685],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010792362,0.000104434446,0.0001854006,0.000060734186,0.0006232914,0.0001786894,0.0005307679,0.00005676093,0.0010589253],"category_scores_gemma":[0.0006829267,0.00006812747,0.00012626803,0.00036961405,0.0003854168,0.00017108247,0.00009273057,0.00011402858,0.0005184156],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015399803,0.00057668705,0.2327754,0.0000061696614,0.0010690016,0.00000477348,0.41398108,0.0003142779,0.0000055341325,0.016276043,0.064813405,0.2700236],"study_design_scores_gemma":[0.00029677505,0.00007489111,0.7865,0.000007108959,0.00066226244,3.6079143e-8,0.10918335,0.0003172828,0.0000016846348,0.0005203091,0.10221413,0.00022217288],"about_ca_topic_score_codex":0.124603994,"about_ca_topic_score_gemma":0.16832732,"teacher_disagreement_score":0.5537246,"about_ca_system_score_codex":0.000060266062,"about_ca_system_score_gemma":0.000017910465,"threshold_uncertainty_score":0.99985427},"labels":[],"label_agreement":null},{"id":"W2118185477","doi":"10.1017/s1930297500000334","title":"A Domain-Specific Risk-Taking (DOSPERT) scale for adult populations","year":2006,"lang":"en","type":"article","venue":"Judgment and Decision Making","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":209,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Scale (ratio); Replicate; Risk perception; Variation (astronomy); Trait; Psychology; Multilevel model; Perception; Econometrics; Social psychology; Computer science; Statistics; Geography; Mathematics; Cartography","score_opus":0.04789777491659246,"score_gpt":0.35283335833936164,"score_spread":0.30493558342276916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118185477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5552482,0.0002206814,0.40610036,0.00072468375,0.00053048634,0.00057087257,0.000007487123,0.00009541692,0.036501814],"genre_scores_gemma":[0.8761499,0.00033130238,0.12206638,0.00025908617,0.00043976717,0.00004409884,0.00000631045,0.000011836426,0.00069130654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877036,0.000044273012,0.0002706181,0.00027579823,0.0003772447,0.00026169297],"domain_scores_gemma":[0.99930835,0.0001340481,0.0002531357,0.00014228854,0.00010681995,0.00005535025],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005544168,0.000100704754,0.00012702738,0.00013088912,0.0015038381,0.00026947228,0.00011182292,0.00006504594,0.00026664502],"category_scores_gemma":[0.000044665532,0.00009152002,0.00008818698,0.0001865477,0.00006847121,0.00016463044,0.000050612536,0.000058878763,0.00003763122],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007334674,0.00008672531,0.034689408,0.0000062677273,0.000005535251,0.0000017567357,0.0033632691,0.00021106805,0.000056321176,0.46743876,0.043822583,0.45024496],"study_design_scores_gemma":[0.00060003577,0.000020443576,0.10477582,0.00006465039,0.000015116242,3.6333856e-7,0.003922235,0.00044615334,0.0000026087157,0.15484534,0.73513144,0.00017577087],"about_ca_topic_score_codex":0.00052453123,"about_ca_topic_score_gemma":0.0063719153,"teacher_disagreement_score":0.69130886,"about_ca_system_score_codex":0.000094561685,"about_ca_system_score_gemma":0.0000095174055,"threshold_uncertainty_score":0.9997961},"labels":[],"label_agreement":null},{"id":"W2118935966","doi":"10.3390/ijerph120809575","title":"Can Public Health Risk Assessment Using Risk Matrices Be Misleading?","year":2015,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Public Health Agency","keywords":"Risk assessment; Risk analysis (engineering); Harm; Scope (computer science); Risk management; Risk management tools; Public health; Actuarial science; Computer science; Medicine; Psychology; Business; Social psychology; Computer security; Nursing; Finance","score_opus":0.25274790654671264,"score_gpt":0.5006570106911488,"score_spread":0.24790910414443612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118935966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7711881,0.0010530305,0.0016721567,0.22181895,0.0006416177,0.00031330605,0.00013806026,0.000013375504,0.0031614413],"genre_scores_gemma":[0.961643,0.033186335,0.002761827,0.0014213366,0.00056971615,0.0000037268728,0.000014059357,0.000011810236,0.00038821212],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934422,0.00209726,0.0005672675,0.00021189738,0.0029471659,0.00073420285],"domain_scores_gemma":[0.99693435,0.00016707553,0.0006701377,0.00011518031,0.00024765157,0.0018655956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018005876,0.000106203755,0.0002106613,0.0006584138,0.00085283257,0.0006057076,0.000559764,0.000053444455,0.00043730065],"category_scores_gemma":[0.0005406377,0.00009539344,0.00006696897,0.00023732215,0.00044837853,0.00074009044,0.00020453405,0.0006458924,0.000011097145],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008051545,0.0022683153,0.35556203,0.00002515679,0.00039968724,0.000045792152,0.06402736,0.000038484526,0.00003616764,0.013108521,0.041279808,0.52312815],"study_design_scores_gemma":[0.00096765,0.00067515863,0.06295031,0.000025698917,0.0000026533191,0.000022052858,0.07099793,0.00017416463,3.77143e-7,0.0035864853,0.8604874,0.00011012421],"about_ca_topic_score_codex":0.012889407,"about_ca_topic_score_gemma":0.0026694697,"teacher_disagreement_score":0.8192076,"about_ca_system_score_codex":0.0038995892,"about_ca_system_score_gemma":0.002890114,"threshold_uncertainty_score":0.99992424},"labels":[],"label_agreement":null},{"id":"W2119976381","doi":"10.1111/j.0272-4332.2004.00534.x","title":"Risk and Climate Change: Perceptions of Key Policy Actors in Canada","year":2004,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Perception; Risk perception; Climate change; Psychology; Position (finance); Social psychology; Politics; Survey data collection; Political science; Business","score_opus":0.013305248763475167,"score_gpt":0.3010615696819154,"score_spread":0.2877563209184402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119976381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99571764,0.00005936495,0.00013967871,0.0013072903,0.000028631153,0.00011218589,0.00007078085,0.000013230226,0.0025512208],"genre_scores_gemma":[0.97324616,0.02634079,0.00017124797,0.000089132474,0.00006455417,0.000010925928,0.0000065153995,0.000003926866,0.00006673631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989778,0.00016335846,0.00019175078,0.0001671184,0.00026052762,0.00023948067],"domain_scores_gemma":[0.9995537,0.000026861897,0.00012690706,0.0001468535,0.000035218127,0.00011049148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040400072,0.00007360701,0.00020257941,0.0004634689,0.00026393347,0.000022117738,0.00010759856,0.000035969693,0.00030741573],"category_scores_gemma":[0.000082762686,0.00007082531,0.000092480775,0.0016866352,0.00009282968,0.00010648574,0.00003902666,0.000084808715,0.000009701574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026100479,0.000024174717,0.96410793,0.0000032392602,0.00008739683,0.0000010931304,0.01921591,0.0014353291,0.0000029422451,0.0024045538,0.000049406233,0.012665437],"study_design_scores_gemma":[0.00016067455,0.0000058926485,0.9732449,0.0000041388917,0.0003510516,2.6344942e-8,0.022918357,0.00017413124,0.0000010449814,0.00028956676,0.0027688635,0.000081350474],"about_ca_topic_score_codex":0.9984357,"about_ca_topic_score_gemma":0.9995588,"teacher_disagreement_score":0.026281426,"about_ca_system_score_codex":0.00054939743,"about_ca_system_score_gemma":0.00025718918,"threshold_uncertainty_score":0.33659866},"labels":[],"label_agreement":null},{"id":"W2120169919","doi":"10.1080/13698570802537011","title":"Do the first 10 days equal a year? Comparing two Canadian public health risk events using the national media","year":2009,"lang":"en","type":"article","venue":"Health Risk & Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; University of Alberta; University of Manitoba","funders":"Canada Research Chairs","keywords":"Newspaper; Event (particle physics); Period (music); Media coverage; Public health; Risk communication; Content analysis; Salient; News media; Demography; Environmental health; Advertising; Psychology; History; Medicine; Sociology; Media studies; Social science; Business; Pathology","score_opus":0.1768900450851752,"score_gpt":0.4177234710727351,"score_spread":0.2408334259875599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120169919","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31142503,0.0024640013,0.0037161487,0.65165013,0.0023302413,0.0037379104,0.00033322087,0.00041105237,0.023932245],"genre_scores_gemma":[0.970135,0.0053963303,0.0007169589,0.022849089,0.0007056669,0.000016168231,0.00001877491,0.000011906937,0.00015011942],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964823,0.0008713229,0.00039113764,0.00030521117,0.001000083,0.00094995066],"domain_scores_gemma":[0.99843717,0.00019469706,0.00038962555,0.00023506374,0.00014619323,0.0005972397],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008148974,0.0001470064,0.00020956266,0.000049687304,0.007579822,0.00022181372,0.0005018394,0.00007306538,0.00035551927],"category_scores_gemma":[0.00022319755,0.00010438037,0.00018057844,0.0005806787,0.0002145686,0.00018402204,0.000055733595,0.00049838045,0.00009013505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008457818,0.00013830185,0.046875402,0.000021055217,0.00007441447,3.300484e-7,0.40777004,0.0008704332,1.2861433e-7,0.036885835,0.46389753,0.043458097],"study_design_scores_gemma":[0.00043448096,0.00002949711,0.18949395,0.000019544825,0.000009899689,4.4002607e-7,0.033973943,0.0033806297,1.8820481e-8,0.002283712,0.770235,0.00013884572],"about_ca_topic_score_codex":0.50937885,"about_ca_topic_score_gemma":0.8152573,"teacher_disagreement_score":0.65870994,"about_ca_system_score_codex":0.0024273759,"about_ca_system_score_gemma":0.0030787487,"threshold_uncertainty_score":0.9937122},"labels":[],"label_agreement":null},{"id":"W2121881568","doi":"10.1093/rpd/ncq202","title":"Would children be adequately protected by existing intervention levels during a radionuclear emergency?","year":2010,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Canada","funders":"","keywords":"BLISS; Intervention (counseling); Medicine; Library science; Psychology; Medical physics; Computer science; Psychiatry","score_opus":0.033688282593316216,"score_gpt":0.32065307177305247,"score_spread":0.2869647891797362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121881568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976896,0.000047887454,0.014235893,0.0017408399,0.001240351,0.0020997978,0.00001560289,0.0006610186,0.0030626236],"genre_scores_gemma":[0.99159294,0.000077856705,0.00039495956,0.000078842015,0.0005154308,0.00024151552,0.000028789887,0.000031751624,0.00703794],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99796706,0.00031874148,0.000444673,0.00040466513,0.00051936955,0.00034551066],"domain_scores_gemma":[0.9991794,0.00001142412,0.00033020444,0.00022339751,0.000098679375,0.00015686978],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010185892,0.00017123672,0.00014502277,0.00031279513,0.0012363454,0.00015934889,0.0002151766,0.00036270614,0.004542482],"category_scores_gemma":[0.00055307715,0.00019438872,0.00013690643,0.00084302603,0.00008418031,0.0006489614,0.000043962777,0.00077911065,0.00017423069],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015629781,0.0006589493,0.009220845,0.00013253876,0.00022988331,0.0000018756866,0.012072825,0.00008023763,0.41371548,0.007408818,0.0062914556,0.55003077],"study_design_scores_gemma":[0.003788083,0.0002719379,0.62248355,0.00008104599,0.00011457239,0.000013758726,0.0028811325,0.0021685297,0.047748134,0.0009590511,0.3179871,0.0015030911],"about_ca_topic_score_codex":0.0021783956,"about_ca_topic_score_gemma":0.00030494368,"teacher_disagreement_score":0.6132627,"about_ca_system_score_codex":0.00021283994,"about_ca_system_score_gemma":0.000033070282,"threshold_uncertainty_score":0.9963675},"labels":[],"label_agreement":null},{"id":"W2122527029","doi":"10.1177/1748006x13512631","title":"Accountability, Risk, and the ALARP (As Low As Reasonably Practicable) limit of benefit","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Risk analysis (engineering); Actuarial science; Risk management; Business; Probabilistic logic; Quality (philosophy); Index (typography); Limit (mathematics); Environmental economics; Economics; Computer science; Finance","score_opus":0.007798496294093507,"score_gpt":0.2524914793537018,"score_spread":0.2446929830596083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122527029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930629,0.00024467547,0.00035196645,0.0035241432,0.00033195177,0.0005248793,0.0000062317677,0.000009733314,0.0019434942],"genre_scores_gemma":[0.98800945,0.010882474,0.00089410983,0.000045026987,0.0000828426,0.000006991415,1.3564677e-7,0.00000482127,0.0000741658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981305,0.00009615973,0.000732449,0.00016914716,0.00069827406,0.00017347002],"domain_scores_gemma":[0.9971581,0.00043757426,0.0010789151,0.00014119447,0.0010391484,0.00014506867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057146745,0.00012798207,0.0003996089,0.00006196887,0.00029894925,0.00004748785,0.00036554123,0.00014221737,0.00008314522],"category_scores_gemma":[0.007957536,0.000071321956,0.00020728061,0.0002556434,0.0011751858,0.00056719844,0.00014946883,0.00043894348,0.000002033957],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002156343,0.0014055236,0.030095886,0.00084177486,0.00038878122,5.714334e-7,0.022532485,0.0036660526,0.0020948811,0.90123314,0.0028253885,0.032759193],"study_design_scores_gemma":[0.012160874,0.0020206657,0.10748049,0.0019228536,0.0026618005,0.00008861612,0.074812815,0.008731661,0.016862614,0.6539589,0.11823297,0.0010657256],"about_ca_topic_score_codex":0.0030458726,"about_ca_topic_score_gemma":0.000038837647,"teacher_disagreement_score":0.2472742,"about_ca_system_score_codex":0.00006647031,"about_ca_system_score_gemma":0.000111267946,"threshold_uncertainty_score":0.9526489},"labels":[],"label_agreement":null},{"id":"W2126154010","doi":"10.1051/rgn/20075068","title":"Les systèmes réglementaires pour les nouveaux projets de centrales nucléaires dans sept pays : une analyse comparée","year":2007,"lang":"fr","type":"article","venue":"Revue Générale Nucléaire","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.037605049081656024,"score_gpt":0.32357094585209395,"score_spread":0.28596589677043793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126154010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8368553,0.0055354466,0.0023612787,0.041819263,0.0015624297,0.0014005619,0.000109980545,0.000573409,0.10978236],"genre_scores_gemma":[0.96463436,0.0064056446,0.0032278935,0.0005683903,0.0019439221,0.000045819157,0.00006808989,0.00010906646,0.022996789],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99425167,0.000739549,0.0011798512,0.0010012741,0.00085151795,0.0019761182],"domain_scores_gemma":[0.9975935,0.00020367817,0.00057765574,0.00069038913,0.00021563153,0.0007191215],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016119033,0.00065731164,0.0008622035,0.00035714282,0.0018869764,0.0002952729,0.001027217,0.00050972606,0.0024151055],"category_scores_gemma":[0.000107526466,0.0007714861,0.0006690998,0.0013772673,0.0013994828,0.00061614794,0.00027298855,0.0005509103,0.00061376544],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013264062,0.0016631513,0.284102,0.00157723,0.0006271243,0.00059235195,0.12566517,0.00085710443,0.0022621453,0.1537505,0.09742075,0.33134985],"study_design_scores_gemma":[0.0011896506,0.00021834424,0.42334458,0.001434741,0.0007373064,0.000052982763,0.23028365,0.0014629386,0.0006254817,0.0045772926,0.3346477,0.0014253595],"about_ca_topic_score_codex":0.03537024,"about_ca_topic_score_gemma":0.124443315,"teacher_disagreement_score":0.3299245,"about_ca_system_score_codex":0.0020832785,"about_ca_system_score_gemma":0.00030401474,"threshold_uncertainty_score":0.99947363},"labels":[],"label_agreement":null},{"id":"W2126707055","doi":"10.1093/rpd/ncq207","title":"First response considerations for children exposed to a radiological dispersal device","year":2010,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Radiological weapon; Biological dispersal; Library science; Medical physics; Medicine; Computer science; Environmental health; Surgery; Population","score_opus":0.034497518771744166,"score_gpt":0.3167586304217015,"score_spread":0.2822611116499573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126707055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8842572,0.000011714991,0.088809654,0.020848386,0.0010395378,0.003910738,0.000020682242,0.00037174643,0.0007303548],"genre_scores_gemma":[0.9926457,0.000011933342,0.004116609,0.0012105589,0.00052994763,0.00062969665,0.000008272853,0.000011538916,0.00083577295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878156,0.00026612903,0.00021558424,0.00028758953,0.0002203033,0.0002288144],"domain_scores_gemma":[0.9991612,0.0003189766,0.00008210445,0.0001722059,0.00008852144,0.00017703477],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013614107,0.00010032047,0.0001108738,0.00022158491,0.001273681,0.00016698742,0.000102695725,0.00015707802,0.0010742806],"category_scores_gemma":[0.0034370692,0.00010113998,0.00007932001,0.00038023797,0.000082727645,0.00021611327,0.000018883642,0.00016834172,0.00016613433],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044347225,0.0014910318,0.021956464,0.000070889786,0.00040366864,0.00000524952,0.09647649,0.003242954,0.28604156,0.2899835,0.11099973,0.18489373],"study_design_scores_gemma":[0.0021767546,0.0005059411,0.3468009,0.000012550266,0.00005819378,0.0000079962765,0.0021900684,0.002287991,0.0052930363,0.0022076836,0.6378076,0.00065130426],"about_ca_topic_score_codex":0.00035596773,"about_ca_topic_score_gemma":0.0016273843,"teacher_disagreement_score":0.52680784,"about_ca_system_score_codex":0.00013833935,"about_ca_system_score_gemma":0.00009474449,"threshold_uncertainty_score":0.9998389},"labels":[],"label_agreement":null},{"id":"W2128428122","doi":"10.1038/nnano.2009.265","title":"Anticipating the perceived risk of nanotechnologies","year":2009,"lang":"en","type":"article","venue":"Nature Nanotechnology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":243,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Center for the Environmental Implications of NanoTechnology; University of California, Los Angeles; University of California, Santa Barbara; National Science Foundation","keywords":"Nanotechnology; Materials science; Medicine","score_opus":0.01083752724492137,"score_gpt":0.31999380154313656,"score_spread":0.3091562742982152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128428122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94437885,0.0006164355,0.00068163674,0.041907568,0.0003187883,0.00037899736,0.0000036001888,0.0006990695,0.011015076],"genre_scores_gemma":[0.9952165,0.002184911,0.0014394956,0.00066128414,0.00005140259,0.000008423456,9.110879e-7,0.0000052744845,0.00043180867],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988086,0.00015077076,0.00021030573,0.00022015994,0.00028319366,0.00032694396],"domain_scores_gemma":[0.99916494,0.00011007809,0.00019298175,0.00040976008,0.00010084935,0.000021378937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068196515,0.000107781576,0.00018442002,0.00020069207,0.0005516423,0.000020249083,0.0007409995,0.0009721088,0.000083681545],"category_scores_gemma":[0.0013059243,0.00007403901,0.00008833193,0.00067770673,0.0007235265,0.000070640315,0.000078634366,0.0009503469,0.00002334969],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019173247,0.00008760186,0.0015145679,0.0000049408327,0.000034247725,0.000004766282,0.0060018776,0.000024984836,0.014484254,0.3810769,0.0030730919,0.5936736],"study_design_scores_gemma":[0.0009079132,0.0005060255,0.075321876,0.00006693445,0.00015169547,0.000004753737,0.040625673,0.00023426808,0.014395702,0.13776943,0.72946537,0.0005503474],"about_ca_topic_score_codex":0.0003074022,"about_ca_topic_score_gemma":0.0005815394,"teacher_disagreement_score":0.72639227,"about_ca_system_score_codex":0.000053235435,"about_ca_system_score_gemma":0.000042092535,"threshold_uncertainty_score":0.74977934},"labels":[],"label_agreement":null},{"id":"W2128666563","doi":"10.1111/j.1539-6924.2007.00922.x","title":"Risk and the Media: A Comparison of Print and Televised News Stories of a Canadian Drinking Water Risk Event","year":2007,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Newspaper; Media coverage; Event (particle physics); Advertising; Content analysis; Print media; Psychology; Risk assessment; News media; Public relations; Political science; Sociology; Business; Computer science; Media studies; Computer security; Social science","score_opus":0.016542483237201182,"score_gpt":0.3021845707585422,"score_spread":0.285642087521341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128666563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99406064,0.0003845952,0.0033258179,0.00043844638,0.000049990467,0.0002138724,0.000012037476,0.000010730242,0.0015038584],"genre_scores_gemma":[0.99049145,0.008862755,0.00046636583,0.00001948256,0.000046651796,0.0000047101144,0.000003830094,0.000004379001,0.00010040268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842143,0.00038271176,0.00039476203,0.0001900669,0.00035333243,0.00025767254],"domain_scores_gemma":[0.99900985,0.000212399,0.0003064217,0.00020852419,0.0000924996,0.00017029411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032371557,0.0000961527,0.00039797224,0.00062378176,0.0005370995,0.000042940395,0.00014507964,0.000061623665,0.00012965842],"category_scores_gemma":[0.00022908111,0.000058963542,0.00015819023,0.00088592427,0.00052225747,0.000058385755,0.000059413684,0.00014205754,0.0000025639708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029920326,0.000021138903,0.8126059,0.0000044333,0.0004712117,5.1613205e-7,0.14953214,0.0003801172,0.0000060917528,0.0012763641,0.000078864,0.035593294],"study_design_scores_gemma":[0.0007505289,0.000024396339,0.8466515,0.000009150304,0.0032894046,6.752177e-8,0.10670112,0.0020204526,0.00014024907,0.0010831981,0.03917639,0.00015355423],"about_ca_topic_score_codex":0.88024276,"about_ca_topic_score_gemma":0.9817281,"teacher_disagreement_score":0.1014853,"about_ca_system_score_codex":0.000067097564,"about_ca_system_score_gemma":0.0000359925,"threshold_uncertainty_score":0.41309896},"labels":[],"label_agreement":null},{"id":"W2128701445","doi":"10.1002/rem.21361","title":"An Ecological Multidisciplinary Approach to Protecting Society, Human Health, and the Environment at Nuclear Facilities","year":2013,"lang":"en","type":"article","venue":"Remediation Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission; National Institutes of Health; International Atomic Energy Agency; National Institute of Environmental Health Sciences; Electric Power Research Institute","keywords":"Nuclear decommissioning; Multidisciplinary approach; Environmental planning; Business; Stakeholder; Hazardous waste; Environmental resource management; Environmental justice; Human health; Engineering; Political science; Public relations; Environmental health; Geography; Environmental science","score_opus":0.03865517683585054,"score_gpt":0.306235072930063,"score_spread":0.2675798960942125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128701445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97308356,0.000041716878,0.0012103874,0.020980095,0.00009135281,0.0010275531,7.8009157e-7,0.000037456313,0.003527109],"genre_scores_gemma":[0.99361986,0.000516887,0.0030751654,0.0007984836,0.0003167378,0.000059516497,0.000002559321,0.0000057585407,0.0016050066],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998571,0.0005418226,0.00020120104,0.00013233029,0.00034423603,0.0002094243],"domain_scores_gemma":[0.9994766,0.00003637931,0.00011839666,0.000076020566,0.000024266485,0.00026830932],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002021644,0.00006256343,0.00009412041,0.000025455343,0.0033042696,0.00019930738,0.00012975531,0.000044185832,0.00062667043],"category_scores_gemma":[0.00005616338,0.0000413096,0.000051571777,0.00004262859,0.00021147559,0.00021939827,0.00008140778,0.00019139163,0.00008388989],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023695657,0.0003266061,0.0026368408,0.000026063135,0.000031672465,4.0954373e-7,0.9362407,0.0008183796,0.00059819315,0.008863077,0.015336321,0.03509809],"study_design_scores_gemma":[0.0018681558,0.00045468402,0.13054179,0.000013785425,0.000011677995,0.000008852656,0.700996,0.006594482,0.0000034532547,0.005121183,0.15408704,0.00029890132],"about_ca_topic_score_codex":0.00022047471,"about_ca_topic_score_gemma":0.000061162864,"teacher_disagreement_score":0.23524465,"about_ca_system_score_codex":0.00029064243,"about_ca_system_score_gemma":0.000026473468,"threshold_uncertainty_score":0.9979933},"labels":[],"label_agreement":null},{"id":"W2131246733","doi":"10.1016/j.ijggc.2013.01.011","title":"Controversy in technology innovation: Contrasting media and expert risk perceptions of the alleged leakage at the Weyburn carbon dioxide storage demonstration project","year":2013,"lang":"en","type":"article","venue":"International journal of greenhouse gas control","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Calgary","funders":"Carbon Management Canada","keywords":"Framing (construction); Perception; Leakage (economics); Risk communication; Emerging technologies; Risk perception; Engineering; Public relations; Carbon capture and storage (timeline); Business; Political science; Climate change; Risk analysis (engineering); Civil engineering; Computer science; Psychology","score_opus":0.012849542706863556,"score_gpt":0.2788960441799522,"score_spread":0.2660465014730886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131246733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723611,0.00020401191,0.001469739,0.023895064,0.0005207099,0.0005747583,0.000009728484,0.000017293827,0.0009475965],"genre_scores_gemma":[0.998255,0.00074242643,0.00010788108,0.0003994862,0.0003001481,0.00003102752,9.0973066e-7,0.000009059124,0.00015405343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980232,0.00038101224,0.00064046093,0.00012426739,0.00065702805,0.00017403327],"domain_scores_gemma":[0.9979896,0.0003477324,0.0007684735,0.00012566982,0.0007352837,0.000033230266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011511684,0.00010855942,0.00021110455,0.00037035777,0.0002188748,0.000064098924,0.00045291398,0.000093734794,0.00009956281],"category_scores_gemma":[0.0012014294,0.00006994175,0.00008237535,0.000347433,0.00047648879,0.0002903274,0.00006878305,0.00031256748,0.0000025946904],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007162262,0.0005529797,0.67479235,0.000010526618,0.0009539239,0.000049682363,0.061729357,0.0011215986,0.103235796,0.029791694,0.0065401173,0.120505765],"study_design_scores_gemma":[0.01667939,0.00039589326,0.8594092,0.00033560357,0.00023361841,0.00013058995,0.08576028,0.006906559,0.00071904087,0.00826332,0.020593232,0.00057323265],"about_ca_topic_score_codex":0.0031158647,"about_ca_topic_score_gemma":0.011889707,"teacher_disagreement_score":0.18461691,"about_ca_system_score_codex":0.00026066467,"about_ca_system_score_gemma":0.00014717778,"threshold_uncertainty_score":0.66347355},"labels":[],"label_agreement":null},{"id":"W2132700325","doi":"10.1177/1086026601144002","title":"Science and Culture in the Environmental State","year":2001,"lang":"en","type":"article","venue":"Organization & Environment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Relevance (law); Sociology of scientific knowledge; State (computer science); Environmental ethics; Engineering ethics; Sociology; Political science; Epistemology; Public relations; Social science; Law; Engineering; Computer science","score_opus":0.007217748307230407,"score_gpt":0.22816959756878993,"score_spread":0.22095184926155953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132700325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98203665,0.000058036552,0.00094969996,0.0063708303,0.00005581622,0.0003705216,0.0000015611433,0.000023448649,0.01013343],"genre_scores_gemma":[0.98910075,0.0055511524,0.00011940662,0.00097611314,0.000028519076,0.000004557443,0.0000044151616,0.000004939928,0.004210171],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990149,0.00007014184,0.00008430455,0.00017071425,0.0005032052,0.00015674559],"domain_scores_gemma":[0.99979883,0.0000067562864,0.000028077931,0.00011293305,0.0000047688213,0.000048624122],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006320774,0.00005384963,0.000037863127,0.000059324626,0.00048903836,0.00008983098,0.00017469296,0.00001946911,0.0010665329],"category_scores_gemma":[0.000030468218,0.00004140058,0.0000051427173,0.00039875932,0.00044414809,0.0002017884,0.00005933022,0.000047130754,0.00018053607],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010453669,0.00076336705,0.34862283,0.000005624784,0.000010669261,0.000030130737,0.5062762,0.0007833014,0.023505904,0.030190794,0.010021949,0.0797788],"study_design_scores_gemma":[0.00013245862,0.000016966667,0.27580488,0.0000013084933,0.0000032751911,0.0000013949895,0.009653897,0.000023350745,0.000051112624,0.00020686728,0.714033,0.0000714856],"about_ca_topic_score_codex":0.0000641391,"about_ca_topic_score_gemma":0.00006072527,"teacher_disagreement_score":0.704011,"about_ca_system_score_codex":0.00022927292,"about_ca_system_score_gemma":0.00002265676,"threshold_uncertainty_score":0.99984664},"labels":[],"label_agreement":null},{"id":"W2134117464","doi":"10.1016/s1085-6633(00)00026-7","title":"A Prudential Argument for Precaution under Uncertainty and High Risk","year":2000,"lang":"en","type":"article","venue":"Ethics & the Environment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Argument (complex analysis); Obligation; Law and economics; Economics; Positive economics; Epistemology; Law; Political science; Philosophy","score_opus":0.031263869921042596,"score_gpt":0.3138647682863571,"score_spread":0.28260089836531455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134117464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86956424,0.00025235867,0.026578762,0.09346558,0.00053063646,0.002479653,0.000033795157,0.00009767451,0.0069973143],"genre_scores_gemma":[0.97355497,0.00909193,0.0005070972,0.0012465649,0.00017731226,0.00013850543,0.000009006997,0.000008521057,0.015266112],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866873,0.00037165315,0.00012636383,0.00020664177,0.00042225348,0.00020436691],"domain_scores_gemma":[0.9995288,0.0001755143,0.00005260157,0.00017243475,0.000006285172,0.00006434739],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019257393,0.00008316533,0.00007027289,0.000014542861,0.0011941369,0.00007371698,0.0001386004,0.000106448715,0.0023076627],"category_scores_gemma":[0.000027898092,0.00006250836,0.000047003177,0.000030280438,0.00037212923,0.000060221664,0.000041806947,0.00023511937,0.00013351353],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016394044,0.00047028577,0.00061620516,0.000031109234,0.00021431444,9.81757e-7,0.18313655,0.075040795,0.00016065376,0.29379314,0.008633475,0.43773857],"study_design_scores_gemma":[0.00043581013,0.00006297526,0.013672548,0.000007008257,0.00007548589,1.1383232e-7,0.0046436815,0.0005344987,0.000012971621,0.037820403,0.9426091,0.00012545483],"about_ca_topic_score_codex":0.0026199734,"about_ca_topic_score_gemma":0.000971984,"teacher_disagreement_score":0.9339756,"about_ca_system_score_codex":0.0001794148,"about_ca_system_score_gemma":0.000025619658,"threshold_uncertainty_score":0.99860436},"labels":[],"label_agreement":null},{"id":"W2135467490","doi":"10.1504/ijram.2007.015301","title":"Differential perception of chemical, biological, radiological and nuclear terrorism in Canada","year":2007,"lang":"en","type":"article","venue":"International Journal of Risk Assessment and Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Institute of Population and Public Health","funders":"","keywords":"Terrorism; Preparedness; Radiological weapon; Perception; Risk perception; Nuclear terrorism; Psychology; Political science; Social psychology; Medicine; Law","score_opus":0.017207626557874157,"score_gpt":0.3252066027508348,"score_spread":0.3079989761929606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135467490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99398094,0.000029817851,0.0014565524,0.00076035893,0.0004399839,0.00011016382,0.000002811291,0.0000041939898,0.003215189],"genre_scores_gemma":[0.9874831,0.010160793,0.0020952334,0.00011282664,0.00012341792,0.000001096104,0.0000022904112,0.0000029873993,0.00001828127],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99882615,0.00008330823,0.00038418212,0.000115475465,0.00045376446,0.00013711862],"domain_scores_gemma":[0.99946666,0.00006391285,0.00026271306,0.00004235403,0.00008448175,0.0000798907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070160103,0.00007531815,0.00015627156,0.00016225073,0.00005458121,0.000039953804,0.00020020972,0.000038862832,0.0002443993],"category_scores_gemma":[0.000023591901,0.000059799524,0.000040340215,0.000058647744,0.000119023025,0.00011307698,0.000110996865,0.00012872172,4.1606842e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043602503,0.0005093693,0.2938288,0.00002896416,0.00039732875,0.0002389597,0.011795156,0.000027375174,0.0028992957,0.06942517,0.0035297065,0.6168839],"study_design_scores_gemma":[0.0010800402,0.000067881505,0.93444926,0.000044819608,0.000033449516,0.000005127863,0.041157585,0.0001027972,0.0000067710107,0.001161951,0.02177737,0.00011292569],"about_ca_topic_score_codex":0.07710329,"about_ca_topic_score_gemma":0.04724941,"teacher_disagreement_score":0.64062047,"about_ca_system_score_codex":0.0004114524,"about_ca_system_score_gemma":0.000050364077,"threshold_uncertainty_score":0.9701358},"labels":[],"label_agreement":null},{"id":"W2137871235","doi":"10.1111/j.1539-6924.2009.01235.x","title":"Globalization of <i>Risk Analysis: An International Journal</i>","year":2009,"lang":"en","type":"editorial","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Political science; Globalization; Period (music); Economic history; History; Geography; Demography; Law; Sociology","score_opus":0.00740548387250993,"score_gpt":0.33927292821234184,"score_spread":0.3318674443398319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137871235","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058578327,0.0008947876,0.12927157,0.0004298865,0.8418634,0.00042941666,0.0020045026,0.00027846268,0.018970145],"genre_scores_gemma":[0.05385028,0.17408814,0.0020858843,0.000086060965,0.76242,0.000008906488,0.004642002,0.00003210913,0.0027866561],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99385273,0.0013926557,0.00087279844,0.0005224667,0.003044446,0.0003149252],"domain_scores_gemma":[0.99535936,0.00019517688,0.0019952944,0.00056551665,0.0016340547,0.00025057903],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033705807,0.00026515572,0.0008823475,0.0024106428,0.0005579033,0.00053932925,0.0013410072,0.0005685805,0.0013030294],"category_scores_gemma":[0.0016102296,0.00025875244,0.0015565702,0.0050038914,0.00015057284,0.00048468472,0.00007029471,0.0005503655,0.00004903049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048207454,0.00028364218,0.020806307,0.0000035080213,0.02421151,0.000008396798,0.0074658995,0.028525598,3.9824394e-7,0.0004610346,0.8866335,0.03155198],"study_design_scores_gemma":[0.00025069003,0.000029378525,0.008863839,0.000009040386,0.045561265,3.145278e-8,0.00214964,0.001895633,3.2889338e-7,0.00073648023,0.94022405,0.00027959983],"about_ca_topic_score_codex":0.02218613,"about_ca_topic_score_gemma":0.06611418,"teacher_disagreement_score":0.17319335,"about_ca_system_score_codex":0.00046736927,"about_ca_system_score_gemma":0.0002968153,"threshold_uncertainty_score":0.99998647},"labels":[],"label_agreement":null},{"id":"W2141119974","doi":"10.1177/0038038513477755","title":"Policy Mutations, Compliance Myths, and Redeployable Special Event Public Camera Surveillance in Canada","year":2013,"lang":"en","type":"article","venue":"Sociology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg; University of Victoria","funders":"","keywords":"Situational ethics; Mythology; Public policy; Sociology; Public relations; Compliance (psychology); Event (particle physics); Public discourse; Public administration; Situation awareness; Political science; Law; Social psychology; Politics; History; Psychology","score_opus":0.03410223792851074,"score_gpt":0.3183372662210013,"score_spread":0.28423502829249053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141119974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89373744,0.00013164799,0.00003138769,0.068991534,0.00045094124,0.00034679635,0.000006785202,0.000028876393,0.03627457],"genre_scores_gemma":[0.9948933,0.00049329543,0.00006981044,0.0019123948,0.00048261706,0.000043971486,0.000007983089,0.00000455789,0.002092033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895805,0.00028987366,0.00014803188,0.00016509138,0.00011471208,0.00032423757],"domain_scores_gemma":[0.9996524,0.000074614494,0.000050675368,0.00008210318,0.00004935294,0.00009084873],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027772962,0.000060794056,0.00012628347,0.000055569137,0.00024794723,0.00003450521,0.00011862616,0.000050681505,0.001017844],"category_scores_gemma":[0.00014775884,0.00006339696,0.00001483651,0.00013494235,0.00033140596,0.000096633725,0.000037177295,0.00009436291,0.00008307891],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004646981,0.000049595885,0.5396799,0.000015733252,0.000023904258,0.0000072889475,0.028573047,0.000054151966,0.00003069795,0.20931935,0.17531782,0.046923894],"study_design_scores_gemma":[0.00026890167,0.000012160103,0.67625976,0.0000033866936,0.0000010136348,5.209844e-7,0.025927654,0.000092044414,2.8690076e-7,0.01491278,0.2823884,0.00013313512],"about_ca_topic_score_codex":0.9700351,"about_ca_topic_score_gemma":0.98779535,"teacher_disagreement_score":0.19440657,"about_ca_system_score_codex":0.00063832273,"about_ca_system_score_gemma":0.0009806396,"threshold_uncertainty_score":0.99989533},"labels":[],"label_agreement":null},{"id":"W2143720337","doi":"10.1111/j.1467-9299.2010.01811.x","title":"DODGY KEBABS EVERYWHERE? VARIETY OF WORLDVIEWS AND REGULATORY CHANGE","year":2010,"lang":"en","type":"article","venue":"Public Administration","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Argumentation theory; Variety (cybernetics); Newspaper; Positive economics; Epistemology; Political science; Economics; Law; Computer science; Philosophy; Artificial intelligence","score_opus":0.0585633736557314,"score_gpt":0.3365104808808747,"score_spread":0.2779471072251433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143720337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87948155,0.000044165263,0.00034034508,0.01917414,0.0006555067,0.0005036529,0.0000048503075,0.00008596141,0.09970984],"genre_scores_gemma":[0.996404,0.00015269949,0.0005279992,0.00025300076,0.00026742276,0.000035430214,0.000010305006,0.000004333728,0.002344829],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925995,0.000069859496,0.00016067266,0.00014067176,0.00023301959,0.00013581032],"domain_scores_gemma":[0.9995409,0.000021035263,0.00010341916,0.00015095394,0.00007424013,0.0001094393],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078347215,0.000057613914,0.00008503211,0.000056574507,0.00018377998,0.00008122178,0.00009887341,0.000076966935,0.0010971704],"category_scores_gemma":[0.000099419936,0.000056705045,0.000028053075,0.00015354971,0.00026131378,0.00042381324,0.000023604756,0.00008328723,0.000019395127],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012010475,0.00014306029,0.0088839,0.000028936165,0.000013210996,8.1467425e-7,0.011562747,3.602257e-8,0.0009836818,0.81941545,0.0059424834,0.15301368],"study_design_scores_gemma":[0.00011425204,0.000032537555,0.09987347,0.0000025209981,0.0000069852517,5.595058e-7,0.0016900662,0.000019713423,0.00004547778,0.0011142743,0.8970221,0.00007803505],"about_ca_topic_score_codex":0.00017076381,"about_ca_topic_score_gemma":0.01227655,"teacher_disagreement_score":0.8910796,"about_ca_system_score_codex":0.000016506456,"about_ca_system_score_gemma":0.00010804675,"threshold_uncertainty_score":0.99981594},"labels":[],"label_agreement":null},{"id":"W2143810862","doi":"10.1093/rpd/ncq273","title":"Psychosocial considerations for mass decontamination","year":2010,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Psychosocial; Library science; Political science; Media studies; Medicine; Sociology; Psychiatry; Computer science","score_opus":0.028219040992749234,"score_gpt":0.3356976971069707,"score_spread":0.3074786561142215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143810862","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0912146,0.000023758637,0.8304059,0.020042349,0.007841683,0.005072938,0.000021677994,0.00071677705,0.044660326],"genre_scores_gemma":[0.98903674,0.000029878827,0.005977334,0.00049158745,0.0010013363,0.00050449034,0.000011779419,0.000011449045,0.002935396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991242,0.000104632156,0.0001909393,0.00019213515,0.00022051185,0.0001675496],"domain_scores_gemma":[0.9994492,0.000103205915,0.00012254239,0.00010858644,0.00013831668,0.00007817622],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008073605,0.00007272245,0.000075115364,0.0001905982,0.001113753,0.00016678944,0.0000602465,0.00015323238,0.0015784013],"category_scores_gemma":[0.0008573324,0.000085077554,0.00006941604,0.00024671378,0.00007104222,0.00036524658,0.0000044642015,0.0001441264,0.00010420688],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039953775,0.00016420464,0.0014836391,0.000023094288,0.000050726274,2.9574744e-7,0.008508129,0.000045055775,0.045838196,0.58971804,0.021271404,0.33285725],"study_design_scores_gemma":[0.0011887173,0.00007017004,0.022471434,0.000004080128,0.0000339538,7.8846864e-7,0.0015467122,0.001643196,0.0038097543,0.042445824,0.92649597,0.00028938064],"about_ca_topic_score_codex":0.00023997735,"about_ca_topic_score_gemma":0.0012456774,"teacher_disagreement_score":0.90522456,"about_ca_system_score_codex":0.00011422234,"about_ca_system_score_gemma":0.00009202778,"threshold_uncertainty_score":0.9993343},"labels":[],"label_agreement":null},{"id":"W2144123980","doi":"10.1504/ijnt.2010.031313","title":"Applying a precautionary risk management strategy for regulation of nanotechnology","year":2010,"lang":"en","type":"article","venue":"International Journal of Nanotechnology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Precautionary principle; Applications of nanotechnology; Risk analysis (engineering); Risk management; Nanotechnology; Business; Unintended consequences; Biotechnology; Political science; Materials science","score_opus":0.020776714600812617,"score_gpt":0.33323851537159455,"score_spread":0.31246180077078195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144123980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7923403,0.00020778243,0.17169955,0.01600157,0.0063244384,0.0017823156,0.000043957785,0.00022013571,0.0113799805],"genre_scores_gemma":[0.97925574,0.00088462303,0.018733513,0.00006421936,0.00021934284,0.00006498457,0.0000045702022,0.000009486605,0.00076352706],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863994,0.00005496621,0.00052833464,0.0001505743,0.00044412466,0.00018206579],"domain_scores_gemma":[0.99836504,0.00008775567,0.0007732487,0.00015502864,0.00058120023,0.000037741698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009168397,0.00009117256,0.00018303772,0.00074156147,0.00014047719,0.00002418262,0.0007669783,0.00030451716,0.00020932563],"category_scores_gemma":[0.00028034055,0.00008946236,0.00014071385,0.00020490303,0.0003648105,0.00019484916,0.00009575351,0.00032192966,0.000009952307],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011838917,0.00013380584,0.00048792196,0.000008715411,0.0001858706,0.000007973678,0.00035574808,0.0003289828,0.014398989,0.520456,0.0012640677,0.46225354],"study_design_scores_gemma":[0.0014758611,0.00025083433,0.002565704,0.00004434309,0.00008079445,0.000042977743,0.0024732826,0.000421147,0.005246335,0.19509941,0.79213834,0.0001609935],"about_ca_topic_score_codex":0.000071368326,"about_ca_topic_score_gemma":0.0002999313,"teacher_disagreement_score":0.79087424,"about_ca_system_score_codex":0.00010225188,"about_ca_system_score_gemma":0.000084522064,"threshold_uncertainty_score":0.3648169},"labels":[],"label_agreement":null},{"id":"W2144223228","doi":"10.1353/ccj.2006.0034","title":"L'expert, le profane et le terrorisme: quelques elements de reflexion sociologique","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénale","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Terrorism; Political science; Public health; Risk management; Humanities; Government (linguistics); Welfare economics; Business; Medicine; Nursing; Philosophy; Law","score_opus":0.09465905324396214,"score_gpt":0.35907807468486425,"score_spread":0.2644190214409021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144223228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93491536,0.0018987375,0.005382399,0.03072324,0.0006142491,0.00033892534,0.000020672942,0.000069047856,0.026037391],"genre_scores_gemma":[0.9798753,0.0027693685,0.008206085,0.007084379,0.0006601878,0.000054746444,0.000020231619,0.00004124613,0.0012884403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9949462,0.0017724789,0.00079025433,0.0004618741,0.00015178778,0.0018774078],"domain_scores_gemma":[0.99684775,0.00061801897,0.0005479592,0.00029464217,0.00043920314,0.0012524376],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0040796287,0.00037367514,0.00055170315,0.0006297595,0.0011194838,0.00020099361,0.00075926277,0.0007619981,0.00013935658],"category_scores_gemma":[0.002372884,0.00040803765,0.00017691802,0.00012246663,0.0013455783,0.00048402464,0.00006580123,0.0012321097,0.000009626812],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021440936,0.00017884024,0.0016319358,0.000697967,0.000111990325,0.0028889843,0.074519925,0.0003625204,0.0015146306,0.88520247,0.01425436,0.018421961],"study_design_scores_gemma":[0.0018510631,0.0011087712,0.044344194,0.00033796224,0.0034783785,0.0024019617,0.6980833,0.00016881953,0.0003825733,0.03881948,0.2079885,0.0010349944],"about_ca_topic_score_codex":0.22616202,"about_ca_topic_score_gemma":0.4821692,"teacher_disagreement_score":0.846383,"about_ca_system_score_codex":0.0016054196,"about_ca_system_score_gemma":0.010624753,"threshold_uncertainty_score":0.99983716},"labels":[],"label_agreement":null},{"id":"W2145185790","doi":"10.1007/978-94-017-2386-2_8","title":"Risk Assessment, Emergency Preparedness and Response to Hazards: The Case of the 1997 Red River Valley Flood, Canada","year":2000,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brandon University","funders":"","keywords":"Flood myth; Preparedness; Natural hazard; Floodplain; Environmental planning; Emergency management; Vulnerability (computing); Flood control; Business; Geography; Flood mitigation; Environmental resource management; Environmental science; Political science; Economic growth; Cartography; Computer security; Economics","score_opus":0.008704181913902714,"score_gpt":0.306418417282702,"score_spread":0.2977142353687993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145185790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98009217,0.00016198026,0.0000042717434,0.0074020363,0.0009569944,0.0005556824,0.000082489154,0.00002742262,0.010716978],"genre_scores_gemma":[0.9814808,0.0005075819,0.00011629098,0.00042435768,0.00010539079,0.00002414928,0.000002077709,0.000008447613,0.017330913],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977739,0.0009534681,0.00023544708,0.00025102578,0.0005114636,0.00027469618],"domain_scores_gemma":[0.99917763,0.00009513013,0.000094883304,0.00038078276,0.00013134013,0.00012020983],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001252908,0.00012624325,0.00014037614,0.00003268924,0.0009874852,0.00004297178,0.00039594597,0.000061785104,0.0013591361],"category_scores_gemma":[0.00028439664,0.00007571644,0.00008029933,0.00040999832,0.00019812825,0.000121653575,0.00011279669,0.0002216265,0.0000065085665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006517262,0.00009649906,0.0038270433,0.000020584941,0.00016430033,0.00013118383,0.085404724,0.0002567975,0.00024769237,0.0016650638,0.53843516,0.36909923],"study_design_scores_gemma":[0.0004743067,0.00005323459,0.12722105,0.000019966388,0.00009373051,0.000016624377,0.017884854,0.0006116842,0.0000214587,0.00043423256,0.8529128,0.00025607276],"about_ca_topic_score_codex":0.67993754,"about_ca_topic_score_gemma":0.91647464,"teacher_disagreement_score":0.36884317,"about_ca_system_score_codex":0.00032844595,"about_ca_system_score_gemma":0.0007126024,"threshold_uncertainty_score":0.99955374},"labels":[],"label_agreement":null},{"id":"W2145793974","doi":"10.1504/ijram.2009.023158","title":"Public perception of population health risks in Canada: health hazards and health outcomes","year":2009,"lang":"en","type":"article","venue":"International Journal of Risk Assessment and Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Institute of Population and Public Health","funders":"","keywords":"Worry; Environmental health; Risk perception; Perception; Public health; Recreation; Psychology; Population; Occupational safety and health; Medicine; Gerontology; Anxiety; Political science; Psychiatry; Nursing","score_opus":0.07674531576580039,"score_gpt":0.43860689381328605,"score_spread":0.36186157804748564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145793974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7398492,0.0005917023,0.0040014144,0.252549,0.00085236045,0.0006294916,0.00001587999,0.0000141838755,0.0014967688],"genre_scores_gemma":[0.9507521,0.042903613,0.0031940797,0.003017112,0.000067377245,0.0000025915515,0.000013885502,0.000004116252,0.00004512788],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99762434,0.00030643586,0.00074852555,0.00015076569,0.0009390902,0.00023084927],"domain_scores_gemma":[0.99860775,0.000027569859,0.00096496294,0.0000740123,0.0001384385,0.00018728724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027511024,0.00010344232,0.00031092355,0.0004243744,0.00019587578,0.00009133829,0.0001888219,0.000020100757,0.000039777733],"category_scores_gemma":[0.000018475565,0.00009431624,0.00004920121,0.00013037925,0.000032415628,0.00034521878,0.000048113074,0.00014163862,2.6069216e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009304513,0.00008814106,0.43332624,0.000015638316,0.00004578867,0.000002767624,0.0015030864,0.00007234294,1.7262803e-7,0.023495536,0.0019455382,0.53949547],"study_design_scores_gemma":[0.00076484645,0.00013263348,0.97902805,0.00008055632,0.000006830943,0.0000011767664,0.008817725,0.00018324134,2.4350866e-8,0.0020852569,0.008832247,0.00006742531],"about_ca_topic_score_codex":0.81365865,"about_ca_topic_score_gemma":0.8019017,"teacher_disagreement_score":0.5457018,"about_ca_system_score_codex":0.0025045942,"about_ca_system_score_gemma":0.0008760766,"threshold_uncertainty_score":0.6549427},"labels":[],"label_agreement":null},{"id":"W2150667611","doi":"10.1186/1476-069x-9-67","title":"Communication about environmental health risks: A systematic review","year":2010,"lang":"en","type":"review","venue":"Environmental Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Psychological intervention; Grey literature; Relevance (law); Systematic review; Public health; Medicine; Health communication; Clinical study design; Cohort; Cohort study; MEDLINE; Environmental health; Medical education; Applied psychology; Clinical trial; Psychology; Nursing","score_opus":0.08059704549107569,"score_gpt":0.43229374799942366,"score_spread":0.35169670250834795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150667611","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015164271,0.98693395,0.00002592871,0.0016845902,0.00030623714,0.009360834,0.00017655689,0.00010907624,0.0014013198],"genre_scores_gemma":[0.000047122663,0.98925805,0.00036708856,0.0050324826,0.00014212185,0.0009541878,0.0009391995,0.000082823695,0.0031769238],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99136764,0.004247139,0.0018877011,0.00066276727,0.001017964,0.0008167777],"domain_scores_gemma":[0.99563223,0.00015299302,0.0020909314,0.0014501273,0.000002050445,0.00067164964],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004708506,0.000562668,0.002883633,0.00014926655,0.0016331438,0.000083656196,0.0010645473,0.00030935844,0.0017976558],"category_scores_gemma":[0.000039874867,0.0005045667,0.000618356,0.00017533773,0.00051403727,0.00019071953,0.0003048882,0.0010375954,0.0035885342],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.1869023e-7,0.00024325793,0.0000037241762,0.47619706,0.000042319367,0.0000010019959,0.0022896735,5.1464323e-8,1.23557e-8,0.0003545705,0.0037531015,0.5171147],"study_design_scores_gemma":[0.00007994031,0.00005078408,0.000028060696,0.21566406,0.00023060042,0.0000059756276,0.0008533255,5.071074e-7,2.4944562e-9,0.00001408566,0.7827761,0.00029655016],"about_ca_topic_score_codex":0.0019828544,"about_ca_topic_score_gemma":0.0008967291,"teacher_disagreement_score":0.779023,"about_ca_system_score_codex":0.0036454063,"about_ca_system_score_gemma":0.00044851776,"threshold_uncertainty_score":0.9997406},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.17635758960651163,"score_gpt":0.474220228795011,"score_spread":0.2978626391884994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152277208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80509436,0.05278556,0.0002684635,0.0029267743,0.0016660547,0.00044524152,0.0000073199226,0.000044563654,0.13676167],"genre_scores_gemma":[0.658105,0.33971733,0.00079439045,0.0000043534187,0.00091241667,0.0000049534974,2.8375737e-7,0.000006112684,0.00045514735],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967227,0.0022183547,0.00021951624,0.00009997589,0.00051264267,0.00022683297],"domain_scores_gemma":[0.9985017,0.0003364243,0.00018723514,0.00020486933,0.0005603236,0.00020944097],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007928181,0.000058151705,0.00012257037,0.00034271722,0.001486767,0.00009731968,0.0003469069,0.000057846693,0.00041647084],"category_scores_gemma":[0.00048050727,0.00004699852,0.00007227195,0.0004960482,0.0003172857,0.00026704007,0.00012940924,0.0010083074,0.0000603644],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030899886,0.00022733361,0.020953864,0.000010895907,0.000033607314,0.000002243126,0.1263807,4.7139966e-7,0.0000052505447,0.0068349,0.025118269,0.82040155],"study_design_scores_gemma":[0.00019973752,0.000061996456,0.15155181,0.000038233386,0.000021118281,0.0000021120434,0.023301015,0.000010749339,0.000006016012,0.0024337335,0.82232404,0.000049459362],"about_ca_topic_score_codex":0.0014741124,"about_ca_topic_score_gemma":0.003280336,"teacher_disagreement_score":0.82035214,"about_ca_system_score_codex":0.00013979468,"about_ca_system_score_gemma":0.00015108944,"threshold_uncertainty_score":0.99981314},"labels":[],"label_agreement":null},{"id":"W2152451271","doi":"","title":"Assessing the Social Acceptability of New Technologies: Gaps and Tensions Between Science and Regulation","year":2014,"lang":"en","type":"article","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Data science; Political science; Psychology; Engineering ethics; Sociology; Computer science; Engineering","score_opus":0.020719831139429434,"score_gpt":0.262352401114111,"score_spread":0.24163256997468158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152451271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670066,0.0002833274,0.00092666585,0.0045914627,0.000076544486,0.00015126237,0.0000012307929,0.00007580243,0.026887096],"genre_scores_gemma":[0.9982168,0.00010061537,0.00063229806,0.000035222285,0.00005648538,0.0000013524811,8.495489e-7,0.0000019328816,0.00095442514],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990478,0.00008525024,0.00010903624,0.0001945828,0.00041787862,0.0001454403],"domain_scores_gemma":[0.99948263,0.00007968786,0.000098774755,0.00012224178,0.00014454413,0.00007214279],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008315845,0.000062258594,0.00009390491,0.00009722016,0.009795222,0.00008572592,0.00018847393,0.000069665184,0.00001131431],"category_scores_gemma":[0.00026876995,0.000053346044,0.000027463839,0.00032567096,0.0020983235,0.0004801028,0.00021293835,0.00007893286,0.0000010738563],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022405813,0.000040731473,0.17033507,0.000024354817,0.000032415017,0.0000040522227,0.10984685,0.00005217689,0.008178157,0.2771683,0.00090012205,0.4333954],"study_design_scores_gemma":[0.00016380375,0.00001191237,0.8511955,0.000007922312,0.000033316068,0.000003053578,0.09074349,0.00018651436,0.0003401137,0.0024264748,0.05481638,0.00007147307],"about_ca_topic_score_codex":0.015361023,"about_ca_topic_score_gemma":0.0016464727,"teacher_disagreement_score":0.68086046,"about_ca_system_score_codex":0.00064351986,"about_ca_system_score_gemma":0.00053673785,"threshold_uncertainty_score":0.9914939},"labels":[],"label_agreement":null},{"id":"W2154197933","doi":"10.1080/10810730.2012.696229","title":"Transparency and the Food and Drug Administration—A Quantitative Study","year":2012,"lang":"en","type":"review","venue":"Journal of Health Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Food and drug administration; Public health; Stakeholder; Medicine; Public relations; Administration (probate law); Quarter (Canadian coin); Food safety; Environmental health; Political science; Nursing","score_opus":0.2583934755706196,"score_gpt":0.5053620005115181,"score_spread":0.24696852494089855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154197933","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008828086,0.98875344,0.00007338596,0.009172007,0.0001051214,0.0010482252,0.000002798239,0.000004963463,0.00075180526],"genre_scores_gemma":[0.024965588,0.97437304,0.000417478,0.00008960247,0.000048646292,0.0000242471,0.0000037075351,0.000006193989,0.000071513634],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937944,0.0049178563,0.0008287929,0.00006730588,0.00027675525,0.00011490455],"domain_scores_gemma":[0.99763185,0.00057403493,0.0013630671,0.0002385949,0.00010095824,0.00009151795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009341703,0.00009686511,0.0006044021,0.000093712806,0.00080844306,0.00008544099,0.00033729261,0.00004317807,0.00001579174],"category_scores_gemma":[0.0000922096,0.00005997257,0.00008291756,0.00013532791,0.00025865785,0.00020705996,0.000039398026,0.00034196116,0.000002195399],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010467791,0.00011698174,0.000017937018,0.0005551822,0.000059235434,7.953653e-8,0.070559755,3.6071402e-8,4.1299147e-10,0.025787788,0.0003314428,0.90256107],"study_design_scores_gemma":[0.00034881275,0.0002043943,0.00026756257,0.00080190325,0.0002606894,0.0000037207353,0.02999674,4.4962144e-7,5.9234323e-10,0.00043212157,0.96762973,0.00005388499],"about_ca_topic_score_codex":0.00035604372,"about_ca_topic_score_gemma":0.0037270882,"teacher_disagreement_score":0.96729827,"about_ca_system_score_codex":0.0000940244,"about_ca_system_score_gemma":0.00042107722,"threshold_uncertainty_score":0.6217972},"labels":[],"label_agreement":null},{"id":"W2156665852","doi":"10.1016/s1355-0306(06)71565-9","title":"The nature of forensic science opinion—a possible framework to guide thinking and practicce in investigation and in court proceedings","year":2006,"lang":"en","type":"article","venue":"Science & Justice","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":155,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advantage Forensics (Canada)","funders":"","keywords":"CLARITY; Forensic science; Expert opinion; Process (computing); Psychology; Engineering ethics; Computer science; Engineering; History; Medicine; Biology; Archaeology","score_opus":0.016612937048400802,"score_gpt":0.3526373467402189,"score_spread":0.3360244096918181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156665852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705502,0.00014282063,0.000107921114,0.011675323,0.00035828084,0.00036434756,3.6315106e-7,0.000016875467,0.016783912],"genre_scores_gemma":[0.9869923,0.00027466234,0.011860173,0.0006367662,0.0000662068,0.000009295746,9.3733384e-8,0.0000024925273,0.00015803355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983165,0.000025444342,0.0001959044,0.00031696205,0.0008147343,0.00033042443],"domain_scores_gemma":[0.9993072,0.00016595266,0.00010455902,0.000092119284,0.00023509421,0.00009504464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005499277,0.000063514024,0.00007516619,0.00027645458,0.0011318049,0.00046400633,0.00041908646,0.00005611658,0.0000020767534],"category_scores_gemma":[0.0033728727,0.00005016885,0.000006285186,0.0027439187,0.0025687125,0.0011261099,0.00017043186,0.00019862749,0.0000014078355],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017534026,0.000029123798,0.04945032,0.00004670651,6.510716e-7,7.6041044e-7,0.06160654,0.00016417478,0.0049911533,0.87272483,0.0013117105,0.009656494],"study_design_scores_gemma":[0.0001659235,0.000053499924,0.8016253,0.000340701,0.0000123636855,0.0000021801814,0.083615325,0.0017928792,0.00090050703,0.09269861,0.018589351,0.0002033211],"about_ca_topic_score_codex":0.0025581226,"about_ca_topic_score_gemma":0.002845818,"teacher_disagreement_score":0.7800262,"about_ca_system_score_codex":0.00016052873,"about_ca_system_score_gemma":0.00035568737,"threshold_uncertainty_score":0.9464528},"labels":[],"label_agreement":null},{"id":"W2157224425","doi":"10.5558/tfc81710-5","title":"Perceptions of climate change risk to forest ecosystems and forest-based communities","year":2005,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"Canadian Forest Service; U.S. Forest Service","keywords":"Climate change; Forest ecology; Environmental resource management; Geography; Risk perception; Ecosystem; Forest management; Perception; Forestry; Environmental science; Ecology; Psychology","score_opus":0.03581512311102791,"score_gpt":0.3109755737990069,"score_spread":0.275160450687979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157224425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886404,0.00014076907,0.00022216064,0.0036333508,0.00008323568,0.00059645006,0.000047201407,0.00007291887,0.006563468],"genre_scores_gemma":[0.9969861,0.0016972923,0.00024327138,0.00041655393,0.0002909691,0.000114353905,0.0000074368418,0.000012471575,0.00023156841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895674,0.00020812367,0.00018848329,0.00010296739,0.00022143724,0.00032221994],"domain_scores_gemma":[0.99933535,0.00009169135,0.00009164559,0.00033183643,0.00004426651,0.000105205014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007052363,0.00009713271,0.00012975279,0.000063901214,0.0008547925,0.00006282982,0.00031099597,0.000051889183,0.00034977784],"category_scores_gemma":[0.000020837882,0.000075591364,0.000060259492,0.00015333436,0.00032074525,0.00017494058,0.0001132192,0.00010896351,0.000115531366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000935922,0.00031322346,0.68334913,0.00015173141,0.00004981116,0.0000010785357,0.13853954,0.016467443,0.000056892255,0.07623516,0.0059966114,0.07874581],"study_design_scores_gemma":[0.0009954263,0.00027429214,0.6860754,0.00013767154,0.00007758362,0.0000012511751,0.0675292,0.028837427,0.000016081343,0.00096226623,0.21477841,0.00031499792],"about_ca_topic_score_codex":0.018793792,"about_ca_topic_score_gemma":0.31819376,"teacher_disagreement_score":0.29939997,"about_ca_system_score_codex":0.000115686766,"about_ca_system_score_gemma":0.000040896153,"threshold_uncertainty_score":0.98774016},"labels":[],"label_agreement":null},{"id":"W2158124591","doi":"10.2139/ssrn.989768","title":"A Multi-Factorial Risk Prioritization Framework for Food-Borne Pathogens","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Guelph","funders":"","keywords":"Prioritization; Risk analysis (engineering); Factorial; Factorial experiment; Factorial analysis; Computer science; Business; Statistics; Mathematics; Process management","score_opus":0.0208361928609168,"score_gpt":0.3333109403806,"score_spread":0.3124747475196832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158124591","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049131285,0.0003617944,0.9469854,0.0007540557,0.0016006198,0.00041931664,0.000009384244,0.000067236906,0.00067091256],"genre_scores_gemma":[0.972228,0.0087536285,0.014178511,0.00013441092,0.003272333,0.000009671578,0.0000051605675,0.000022424045,0.0013958472],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972346,0.00013522603,0.00026357037,0.00017824845,0.000358729,0.0018296316],"domain_scores_gemma":[0.9992698,0.00012925974,0.0002046357,0.00010139561,0.0001565008,0.00013844503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005404808,0.00010618792,0.00012039069,0.00011087089,0.0009998329,0.00011064691,0.00021342847,0.00015590164,0.000067848174],"category_scores_gemma":[0.00069485296,0.00010272108,0.00014339043,0.00023045826,0.00006171748,0.0001775853,0.000016801576,0.00086528395,0.000023425857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078186626,0.00009637231,0.0019505193,0.0000023976586,0.00008072102,6.562646e-7,0.00554625,0.000016339647,0.00011686608,0.8962058,0.00025588568,0.095650025],"study_design_scores_gemma":[0.0014103394,0.00052318576,0.0069202045,0.000017215816,0.000082065904,0.0000050670087,0.022802716,0.000064736785,0.000023457167,0.66188645,0.30598465,0.00027992408],"about_ca_topic_score_codex":0.00018471981,"about_ca_topic_score_gemma":0.024163859,"teacher_disagreement_score":0.9328069,"about_ca_system_score_codex":0.0011222017,"about_ca_system_score_gemma":0.0008849783,"threshold_uncertainty_score":0.9936426},"labels":[],"label_agreement":null},{"id":"W2162061195","doi":"10.1111/j.1539-6924.2011.01738.x","title":"Nanotechnology Risk Perceptions and Communication: Emerging Technologies, Emerging Challenges","year":2011,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Division of Materials Research; Natural Environment Research Council; Economic and Social Research Council; Cardiff University; Sight Research UK; Leverhulme Trust; University of California, Santa Barbara; National Science Foundation","keywords":"Emerging technologies; Risk communication; Nanotechnology; Risk analysis (engineering); Engineering; Data science; Business; Computer science; Materials science","score_opus":0.039282692998358,"score_gpt":0.30612214998806675,"score_spread":0.26683945698970873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162061195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86226344,0.017314592,0.022549996,0.015485313,0.00015599202,0.000545522,0.000026753618,0.0027282343,0.07893017],"genre_scores_gemma":[0.70494944,0.28985158,0.004698326,0.000016704334,0.000013550641,0.000030698455,0.000004153519,0.000006699197,0.00042881657],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99851453,0.00037688276,0.0002488406,0.00034528426,0.00021315576,0.00030132322],"domain_scores_gemma":[0.9988934,0.000054661992,0.0002176437,0.0006937641,0.00007952651,0.000061],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010497078,0.00013107553,0.00025275268,0.0007365867,0.0015827718,0.000041677788,0.00048472726,0.00019075707,0.0010069687],"category_scores_gemma":[0.00020790705,0.00012965543,0.00015967846,0.0013135688,0.00057889416,0.00018243463,0.00024706215,0.0002934127,0.00008793857],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006323009,0.00012189551,0.119710304,0.000006980142,0.0010690613,0.000002415679,0.09640285,0.00006287446,0.000013766761,0.07795107,0.0005772624,0.7040752],"study_design_scores_gemma":[0.00029991832,0.000045069406,0.17831622,0.000015156639,0.0033370764,7.342437e-7,0.5659319,0.002037198,0.000021134578,0.02333872,0.22611327,0.0005435656],"about_ca_topic_score_codex":0.011431051,"about_ca_topic_score_gemma":0.0397249,"teacher_disagreement_score":0.7035316,"about_ca_system_score_codex":0.00006802669,"about_ca_system_score_gemma":0.000015560865,"threshold_uncertainty_score":0.99990624},"labels":[],"label_agreement":null},{"id":"W216233485","doi":"","title":"Insurance for the Energy Industry in the Wake of Katrina and Rita","year":2007,"lang":"en","type":"article","venue":"Energy law journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Property insurance; Financial services; Law; Insurance law; Management; Business; Economics; Finance; General insurance; Insurance policy; Political science","score_opus":0.024495243547324547,"score_gpt":0.3127605088658966,"score_spread":0.2882652653185721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W216233485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54685503,0.0035278688,0.023724943,0.026394183,0.0015587385,0.00024776373,0.0000074468476,0.000027773374,0.39765626],"genre_scores_gemma":[0.99591714,0.0014540604,0.00010011625,0.00118952,0.00038564857,0.0000040801724,2.2486157e-7,0.0000030486494,0.0009461549],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928594,0.00010628245,0.00016172376,0.0000591215,0.00021879468,0.00016812299],"domain_scores_gemma":[0.999583,0.00018352525,0.000079928395,0.00007481779,0.000037751706,0.000040987998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017673074,0.000044461885,0.00006347783,0.000033784523,0.0005459366,0.0000549757,0.00022940025,0.000095050586,0.000044673805],"category_scores_gemma":[0.00003101172,0.000025388774,0.000038986444,0.00013433245,0.00019793198,0.000089046895,0.000018515117,0.0001993363,1.9949915e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017578895,0.000029417977,0.0015793124,0.0000012499809,0.000009981737,0.0000039833517,0.003094248,0.00007226878,0.000030633524,0.92420524,0.0017475314,0.06920858],"study_design_scores_gemma":[0.0002948458,0.000026107438,0.032708306,0.000009403213,0.0000059281506,0.000007960589,0.010203796,0.000013618519,0.000047015874,0.0063764914,0.95026106,0.000045462464],"about_ca_topic_score_codex":0.0073650293,"about_ca_topic_score_gemma":0.063190594,"teacher_disagreement_score":0.9485135,"about_ca_system_score_codex":0.000023224664,"about_ca_system_score_gemma":0.000021158303,"threshold_uncertainty_score":0.999245},"labels":[],"label_agreement":null},{"id":"W2165782975","doi":"10.1016/j.tmrv.2011.10.003","title":"The Precautionary Principle in Blood Safety: Not Quite the Same as Aiming for Zero Risk","year":2011,"lang":"en","type":"letter","venue":"Transfusion Medicine Reviews","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Héma-Québec","funders":"","keywords":"Zero (linguistics); Precautionary principle; Risk analysis (engineering); Medicine; Business; Philosophy; Biotechnology; Biology","score_opus":0.07971642354920226,"score_gpt":0.36675261079133975,"score_spread":0.2870361872421375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165782975","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035200728,0.022522364,0.0021988498,0.9390235,0.0016629064,0.00814202,0.000023662764,0.00007764206,0.025997039],"genre_scores_gemma":[0.000021884382,0.76741755,0.00014159041,0.20369515,0.002585884,0.0006947767,0.000053535277,0.0000300743,0.02535959],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952878,0.0017798077,0.0010685003,0.00051048567,0.0007957072,0.0005577443],"domain_scores_gemma":[0.99776304,0.00096123916,0.00043995754,0.00066623586,0.00008311026,0.000086408174],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009119736,0.0003357226,0.00071011425,0.00012469446,0.0015811747,0.00003781709,0.0009207762,0.0003629818,0.0013688918],"category_scores_gemma":[0.00083687814,0.00016439258,0.00035100008,0.0003710021,0.00060811546,0.00008815431,0.000054683187,0.0012671632,0.00015962526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004962122,0.000031915653,0.000077228615,0.0002715833,0.000039072787,0.000008038865,0.020898735,8.7406437e-7,0.000011437458,0.0032045783,0.7539079,0.22149898],"study_design_scores_gemma":[0.00060897303,0.00011348012,0.00038707492,0.00086900487,0.0004082474,0.0000021869707,0.0008368847,0.000005545717,0.0000013562789,0.0015488087,0.995017,0.00020143262],"about_ca_topic_score_codex":0.013597895,"about_ca_topic_score_gemma":0.016046079,"teacher_disagreement_score":0.74489516,"about_ca_system_score_codex":0.00011662117,"about_ca_system_score_gemma":0.00014262657,"threshold_uncertainty_score":0.9997186},"labels":[],"label_agreement":null},{"id":"W2168567505","doi":"10.1111/j.1539-6924.2006.00793.x","title":"Application of the Precautionary Principle by Senior Policy Officials: Results of a Canadian Survey","year":2006,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The Wilson Centre; Environment and Climate Change Canada; University of Toronto","funders":"","keywords":"Precautionary principle; Political science; Public administration; Engineering; Actuarial science; Operations research; Economics","score_opus":0.013620251870538252,"score_gpt":0.30641260666972503,"score_spread":0.29279235479918675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168567505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9391302,0.000108524524,0.003084364,0.004004315,0.000051832096,0.00061527465,0.0019346185,0.000033404252,0.05103746],"genre_scores_gemma":[0.9955416,0.00027879988,0.00008511179,0.000028245906,0.000050549712,0.000008663855,0.00013311775,0.0000030602644,0.0038708865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859977,0.0004946951,0.0003039782,0.00014796526,0.00030756358,0.00014602646],"domain_scores_gemma":[0.9991548,0.000070370705,0.00029301387,0.00028129516,0.00014113178,0.000059368227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014010427,0.00005329408,0.00014941549,0.0005149158,0.00026485772,0.000011744071,0.00022497005,0.00005408689,0.000048682534],"category_scores_gemma":[0.00025641234,0.00004306447,0.0001479143,0.0041608606,0.00014244433,0.000037780235,0.000023906197,0.00004045454,0.000009085801],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042488064,0.00027000674,0.88581234,0.000009398106,0.00051689084,1.4040766e-7,0.0056995214,0.016495699,0.00036944143,0.029498791,0.045916945,0.015368354],"study_design_scores_gemma":[0.00008564182,0.0000035031994,0.8322051,0.0000012085351,0.00019497517,7.105646e-9,0.0003599596,0.0012751909,0.000059861995,0.0002130896,0.16555263,0.00004881989],"about_ca_topic_score_codex":0.99156314,"about_ca_topic_score_gemma":0.9889115,"teacher_disagreement_score":0.119635694,"about_ca_system_score_codex":0.00014680787,"about_ca_system_score_gemma":0.00025849044,"threshold_uncertainty_score":0.20370983},"labels":[],"label_agreement":null},{"id":"W2168987783","doi":"10.1142/s146433321250010x","title":"MAKING IT REAL: WHAT RISK MANAGERS SHOULD KNOW ABOUT COMMUNITY ENGAGEMENT","year":2012,"lang":"en","type":"article","venue":"Journal of Environmental Assessment Policy and Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Engineering and Physical Sciences Research Council","keywords":"Misrepresentation; Risk management; Risk communication; Public relations; Community engagement; Public engagement; Contaminated land; Sociology; Business; Knowledge management; Risk analysis (engineering); Political science; Computer science","score_opus":0.10500904577362308,"score_gpt":0.41612575774561167,"score_spread":0.3111167119719886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168987783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52756,0.0024885556,0.004759742,0.015896156,0.0023295386,0.002005592,0.000027098882,0.00010881151,0.4448245],"genre_scores_gemma":[0.76857793,0.2227914,0.0027317477,0.00210826,0.0005240829,0.000017304066,0.000004322559,0.000021636746,0.0032233186],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961384,0.0013632682,0.0006501199,0.00018065765,0.000998201,0.0006693673],"domain_scores_gemma":[0.9984853,0.00013728246,0.0006656578,0.00033891722,0.000013930104,0.00035891228],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005251125,0.00027001274,0.00032053076,0.00042357043,0.0014134275,0.0003853665,0.00047788813,0.0000883735,0.0006121992],"category_scores_gemma":[0.00002687545,0.00025142607,0.00019259464,0.0001952986,0.00033346447,0.0018988437,0.00057912973,0.0006306962,0.00003542036],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107261934,0.0030289048,0.03149098,0.0002568213,0.001284925,0.000050895946,0.070157394,0.00022667657,0.00016132352,0.181867,0.023118908,0.6882489],"study_design_scores_gemma":[0.0006365671,0.00011977616,0.24241355,0.00014896829,0.00023576395,0.0000033836816,0.12649235,0.000013393455,0.00000441686,0.00058264995,0.62911814,0.00023100627],"about_ca_topic_score_codex":0.0006446106,"about_ca_topic_score_gemma":0.00017559165,"teacher_disagreement_score":0.6880179,"about_ca_system_score_codex":0.0010943225,"about_ca_system_score_gemma":0.000029564708,"threshold_uncertainty_score":0.9999938},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; 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","score_opus":0.21235435290708843,"score_gpt":0.37149564398361257,"score_spread":0.15914129107652414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171782030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98029727,0.00075927586,0.000003933905,0.014027266,0.000040044342,0.00021945167,0.000004564688,0.0000020429025,0.004646173],"genre_scores_gemma":[0.98446774,0.015200798,0.00008749604,0.00006349603,0.00008405712,0.000015386284,0.0000010285677,0.000004633329,0.000075377175],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996365,0.0019857765,0.0003451768,0.000066497785,0.00097309094,0.00026441933],"domain_scores_gemma":[0.998149,0.0009506681,0.00019801692,0.00017896523,0.00047276885,0.00005057657],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008221639,0.000051276864,0.00012510976,0.00031961052,0.0016430138,0.00012230563,0.00077695254,0.000033476685,0.000055218414],"category_scores_gemma":[0.0009837293,0.000025641086,0.00005231058,0.0006334698,0.00044966026,0.00051968376,0.00012648334,0.00042426185,5.9077064e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014745669,0.000028051767,0.04485788,0.000012324483,0.000022451233,0.0000029609491,0.9289914,0.000048390386,0.00046116943,0.02067626,0.0008510091,0.004033367],"study_design_scores_gemma":[0.0003583092,0.00003946669,0.31705633,0.00020458577,0.000014915972,0.0000087012,0.5795161,0.00011437032,0.0014007116,0.0041192737,0.09710247,0.00006479239],"about_ca_topic_score_codex":0.12640694,"about_ca_topic_score_gemma":0.3148031,"teacher_disagreement_score":0.3494753,"about_ca_system_score_codex":0.00012448343,"about_ca_system_score_gemma":0.000219915,"threshold_uncertainty_score":0.99965674},"labels":[],"label_agreement":null},{"id":"W2174539597","doi":"10.4000/vertigo.11899","title":"Comprendre et maitriser les risques techniques et environnementaux : aller au-delà du risque ?","year":2012,"lang":"fr","type":"paratext","venue":"VertigO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.03790180416713766,"score_gpt":0.3172610340676434,"score_spread":0.2793592299005057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2174539597","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0115396865,0.0036329965,0.010701239,0.016082492,0.0033240088,0.0015752265,0.0002490658,0.0004009302,0.9524944],"genre_scores_gemma":[0.29479584,0.08209575,0.006097631,0.006349709,0.0030325542,0.00054207235,0.00082316995,0.00019181301,0.6060715],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994465,0.0017293607,0.0008051002,0.0008730145,0.0009669141,0.001160598],"domain_scores_gemma":[0.9981516,0.00015726859,0.00043967666,0.0006679128,0.00011339769,0.00047014296],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012999676,0.000808133,0.0007980471,0.00030855,0.0010760939,0.00025909193,0.0009790901,0.0008993581,0.06340343],"category_scores_gemma":[0.00004169482,0.0007995143,0.0004953123,0.00036765082,0.0009939674,0.0007587149,0.0006175695,0.0008926347,0.01789962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042444535,0.0007383425,0.005436944,0.00016195198,0.0002848282,0.00000990952,0.02570147,0.000089974594,0.00013896164,0.08591429,0.8383512,0.04312972],"study_design_scores_gemma":[0.00036249243,0.00011964841,0.006734128,0.0002277895,0.00021002462,0.000002417247,0.0057294536,0.00005946868,0.00020624712,0.0004017227,0.9850214,0.00092521834],"about_ca_topic_score_codex":0.021184217,"about_ca_topic_score_gemma":0.012261929,"teacher_disagreement_score":0.3464229,"about_ca_system_score_codex":0.0011969687,"about_ca_system_score_gemma":0.00026489593,"threshold_uncertainty_score":0.99944556},"labels":[],"label_agreement":null},{"id":"W2182000903","doi":"10.29173/irie301","title":"TEPCO Fukushima Daiichi Nuclear Disaster and Social Media: A Chronological Overview","year":2012,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nuclear disaster; Criticism; Nuclear power; Government (linguistics); Mass media; Political science; Fukushima Nuclear Accident; Nuclear power plant; Engineering; Law; Nuclear engineering; Nuclear plant; Nuclear physics","score_opus":0.11225010477451804,"score_gpt":0.3982805083001262,"score_spread":0.28603040352560816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182000903","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024436977,0.018312614,0.0011723655,0.5153542,0.0026085682,0.0012632349,0.00006162011,0.00015149855,0.4366389],"genre_scores_gemma":[0.6415878,0.30715862,0.00053163123,0.049688637,0.000724231,0.000027035378,0.00005916123,0.000006615124,0.00021627621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870616,0.0001815837,0.0003182946,0.000039467028,0.0006387015,0.00011581982],"domain_scores_gemma":[0.99923456,0.00025932267,0.00021510867,0.0000745787,0.00017879531,0.000037621197],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030185818,0.00005997739,0.0001121566,0.00003493231,0.00025396107,0.00005014369,0.0002925371,0.000076222736,0.0014908141],"category_scores_gemma":[0.0011725533,0.00003959498,0.00005962259,0.000078676036,0.00027567858,0.0008406127,0.00012823386,0.00022862892,0.00021629877],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046785285,0.000018831111,0.0000619691,0.00044560916,0.00001785892,2.705031e-8,0.074158184,2.5771953e-7,0.0000012540401,0.84056544,0.010236469,0.07448943],"study_design_scores_gemma":[0.00008271824,0.0000048592037,0.0054136193,0.00031432472,0.000017626215,8.7340044e-7,0.0073153344,0.000015330428,5.439558e-7,0.00090903457,0.9858734,0.00005236047],"about_ca_topic_score_codex":0.000050323695,"about_ca_topic_score_gemma":0.00005135347,"teacher_disagreement_score":0.9756369,"about_ca_system_score_codex":0.00006160521,"about_ca_system_score_gemma":0.00004325258,"threshold_uncertainty_score":0.99942195},"labels":[],"label_agreement":null},{"id":"W2187247115","doi":"","title":"The Discursive Power of Risk: Rewriting the Goudge Report on Paediatric Death Investigation in Ontario","year":2011,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rewriting; Power (physics); History; Political science; Sociology; Computer science; Programming language","score_opus":0.01822132303609794,"score_gpt":0.20937039927051398,"score_spread":0.19114907623441604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187247115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82783437,0.0000052853243,0.00003273065,0.028421393,0.00016219425,0.00034538048,0.0000040518225,0.00005471214,0.14313987],"genre_scores_gemma":[0.9476542,0.00034224257,0.0002667789,0.00012581729,0.000030121819,0.0000010031605,0.0000067726455,0.0000069389603,0.05156614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987366,0.00042303538,0.00014144737,0.00020591237,0.00027655368,0.00021645405],"domain_scores_gemma":[0.99917763,0.00018503722,0.0002478447,0.0002752691,0.000032477194,0.00008172759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039373263,0.00009114421,0.00010025593,0.00012321313,0.00064864795,0.000043002594,0.0003845628,0.00006721205,0.00034600368],"category_scores_gemma":[0.00011975885,0.00006585545,0.00008003137,0.00043120747,0.00027456274,0.00063242065,0.00014055024,0.00025539834,0.00001973344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051999083,0.00004311571,0.8070975,0.0000021760693,0.000015503196,0.00005435118,0.07691316,0.0000110611945,2.0514517e-7,0.08220728,0.033319518,0.00028413732],"study_design_scores_gemma":[0.0001490044,0.000037852697,0.80979127,0.000015164641,0.00002104265,5.3851746e-8,0.052139666,7.0781635e-7,0.00001994813,0.00239822,0.13533388,0.000093178205],"about_ca_topic_score_codex":0.54717046,"about_ca_topic_score_gemma":0.22982585,"teacher_disagreement_score":0.3173446,"about_ca_system_score_codex":0.00019010871,"about_ca_system_score_gemma":0.00025165972,"threshold_uncertainty_score":0.7842278},"labels":[],"label_agreement":null},{"id":"W2212580204","doi":"10.6084/m9.figshare.1352037.v1","title":"Practicing safe science communication (Canadian Fisheries Research Network version)","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fisheries science; Fishery; Fisheries Research; Fishing; Computer science; Environmental resource management; Fisheries management; Fish <Actinopterygii>; Environmental science; Biology","score_opus":0.4037155297869957,"score_gpt":0.4645333188242287,"score_spread":0.060817789037233005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2212580204","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009242793,0.00010118256,6.96218e-7,0.011623239,0.00013164227,0.00029798178,0.0009803436,0.000058405196,0.9858822],"genre_scores_gemma":[0.9825621,0.00009739889,0.0007971651,0.0009384367,0.00035910227,0.000086974695,0.0040958542,0.000010060397,0.011052907],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983955,0.00027193897,0.00007315352,0.0001385306,0.0006606622,0.000460193],"domain_scores_gemma":[0.9986298,0.000124374,0.000033711764,0.00027318572,0.0005550268,0.00038391296],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021466482,0.000039015784,0.000044151544,0.00012306125,0.002342646,0.00036564146,0.00058019866,0.000041483952,0.091347575],"category_scores_gemma":[0.004629391,0.000041182717,0.000013638793,0.000903013,0.0001473046,0.0007309414,0.00021655204,0.00016480376,0.008267726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018887932,0.0000040305263,0.00013749475,0.0000027213866,8.363933e-7,0.0000011498521,0.0057758014,0.000034681936,4.6064397e-7,0.001753349,0.9894141,0.0028734787],"study_design_scores_gemma":[0.000048011378,0.0000109228085,0.0034800733,0.00010697505,8.788999e-7,1.3793415e-7,0.0125958165,0.000078987345,0.0000018271921,0.00042834,0.98319554,0.000052480063],"about_ca_topic_score_codex":0.06940289,"about_ca_topic_score_gemma":0.27805367,"teacher_disagreement_score":0.98163784,"about_ca_system_score_codex":0.0005612351,"about_ca_system_score_gemma":0.0012967796,"threshold_uncertainty_score":0.99895614},"labels":[],"label_agreement":null},{"id":"W2220614875","doi":"10.1007/s11569-015-0241-2","title":"Analyses of Acceptability Judgments Made Toward the Use of Nanocarrier-Based Targeted Drug Delivery: Interviews with Researchers and Research Trainees in the Field of New Technologies","year":2015,"lang":"en","type":"article","venue":"NanoEthics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; College of Engineering, Michigan State University; École Centrale de Lyon; Centre National de la Recherche Scientifique; Université de Sherbrooke; Michigan State University","keywords":"Nanocarriers; Engineering ethics; Psychology; Public relations; Engineering; Political science; Drug; Psychiatry","score_opus":0.6021309698400837,"score_gpt":0.5247257413232173,"score_spread":0.07740522851686649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2220614875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95748335,0.0004622168,0.00023464122,0.040706605,0.000025290605,0.00060687197,0.000007030817,0.000017485037,0.00045651468],"genre_scores_gemma":[0.99763304,0.0007587002,0.0012555291,0.00020564778,0.0000063737266,0.0000164709,0.0000012769772,0.0000037055654,0.00011923332],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99683094,0.0014688456,0.0002739702,0.00015818265,0.0010483802,0.00021968235],"domain_scores_gemma":[0.99764735,0.0014532892,0.00010943106,0.00035158521,0.00039055757,0.000047762656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0078096413,0.00007104162,0.00018662066,0.00019144776,0.00009504144,0.000041400963,0.0006157911,0.00012443218,0.000040382845],"category_scores_gemma":[0.004541575,0.000038085916,0.000046441637,0.0010463011,0.0020375072,0.00013588625,0.00014358114,0.00043846606,4.1856998e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065093604,0.0004005854,0.059925944,0.0003221195,0.000114361836,0.0000034853254,0.7964075,0.00029763454,0.004466192,0.0047294656,0.027317159,0.10536461],"study_design_scores_gemma":[0.0010294733,0.00065630727,0.023280708,0.00015979343,0.000043191525,1.1116465e-7,0.89727646,0.00021841929,0.026695434,0.004641952,0.04585018,0.00014794736],"about_ca_topic_score_codex":0.03314474,"about_ca_topic_score_gemma":0.018875154,"teacher_disagreement_score":0.10521667,"about_ca_system_score_codex":0.00005737498,"about_ca_system_score_gemma":0.00050946727,"threshold_uncertainty_score":0.9990278},"labels":[],"label_agreement":null},{"id":"W2226035717","doi":"10.5595/idrim.2015.0109","title":"A Required Level of Enhancing Life Safety Derived from the Cost for Substituting Nuclear Energy in Japan","year":2015,"lang":"en","type":"article","venue":"IDRiM Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nuclear power; Nuclear power plant; Benchmark (surveying); Shut down; Thermal power station; Environmental economics; Risk analysis (engineering); Government (linguistics); Business; Engineering; Reliability engineering; Forensic engineering; Operations management; Computer science; Waste management; Nuclear engineering; Economics","score_opus":0.19079397278625826,"score_gpt":0.3525167394911003,"score_spread":0.16172276670484204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226035717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9298265,0.00021324045,0.04610355,0.007419284,0.0010837966,0.0003195817,0.00002354159,0.00002833185,0.014982184],"genre_scores_gemma":[0.99716854,0.00024033747,0.0012775635,0.00063470437,0.00046750685,0.0000035003777,0.0000019283877,0.0000071539794,0.00019876321],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989247,0.00018606617,0.0003059363,0.00009022942,0.00028310195,0.00020998667],"domain_scores_gemma":[0.9993546,0.00012694394,0.00017903706,0.000082355466,0.000112067326,0.00014499373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015139563,0.00005825812,0.00012867597,0.000043006698,0.0003983705,0.00007727723,0.00024549462,0.00004548283,0.00013328384],"category_scores_gemma":[0.0006994966,0.000044912824,0.00006433167,0.000116722695,0.00011356396,0.00018016301,0.000039068495,0.000097738084,0.0000074961245],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009630885,0.00033007187,0.013489016,0.000016619882,0.00023172473,0.00001829682,0.5199976,0.0027963505,0.023249896,0.14897448,0.049280096,0.2406528],"study_design_scores_gemma":[0.0030747612,0.00008694533,0.053151455,0.0001771779,0.000046885973,0.0000030750473,0.20757733,0.0014142641,0.0002939982,0.004480796,0.7294273,0.00026599798],"about_ca_topic_score_codex":0.00894005,"about_ca_topic_score_gemma":0.032530233,"teacher_disagreement_score":0.68014723,"about_ca_system_score_codex":0.00018216696,"about_ca_system_score_gemma":0.00024365186,"threshold_uncertainty_score":0.9976595},"labels":[],"label_agreement":null},{"id":"W2237792648","doi":"","title":"Risk communication and public response to industrial chemical contamination in Sydney, Nova Scotia: a case study.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Nova scotia; Environmental science; Contamination; Estuary; Waste management; Environmental protection; Environmental health; Geography; Environmental engineering; Engineering; Fishery; Archaeology; Ecology; Biology","score_opus":0.11039281410601477,"score_gpt":0.3146360482548563,"score_spread":0.20424323414884155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2237792648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98724455,0.00002176551,0.0000133572275,0.007882733,0.00009261335,0.0016014216,0.0000019824995,0.000037555514,0.0031040097],"genre_scores_gemma":[0.9987938,0.00004992934,0.0000356733,0.00015706389,0.000052429146,0.0003473913,0.0000012215021,0.000004555291,0.00055798475],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982876,0.0009235732,0.00017594246,0.00016739947,0.00021724807,0.00022824481],"domain_scores_gemma":[0.99938875,0.00016776119,0.00005748277,0.00018013394,0.00004560432,0.00016023968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027992348,0.00005957918,0.000092488735,0.00018872893,0.00016348042,0.00014303166,0.00013705861,0.00007433905,0.00012353272],"category_scores_gemma":[0.001787119,0.00006302081,0.00001436325,0.00044788353,0.00009083973,0.00021717518,0.0000944021,0.00014966875,0.000026546099],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013631844,0.0006743604,0.18334119,0.0000017697861,0.00001773079,0.000074514704,0.06123932,0.0000015705855,0.0000071469144,0.0004112873,0.0061986446,0.74789613],"study_design_scores_gemma":[0.0030529597,0.000055846198,0.8562424,0.000005708415,0.000026825675,0.000012137469,0.09143786,0.00008994775,0.0000037105922,0.000054897388,0.04880385,0.00021385655],"about_ca_topic_score_codex":0.017634252,"about_ca_topic_score_gemma":0.05890437,"teacher_disagreement_score":0.7476823,"about_ca_system_score_codex":0.00022376435,"about_ca_system_score_gemma":0.000012359412,"threshold_uncertainty_score":0.9889074},"labels":[],"label_agreement":null},{"id":"W2238293979","doi":"10.2139/ssrn.2607549","title":"Integrative Risk Governance: A Case Study of the Ebola Virus Disease","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Ebola virus; Virology; Corporate governance; Disease; Ebolavirus; Medicine; Virus; Business; Internal medicine","score_opus":0.020262452779158963,"score_gpt":0.32124541473970303,"score_spread":0.3009829619605441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2238293979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940393,0.00056585565,0.00045770215,0.0006614694,0.00031621216,0.0003341935,0.000003915819,0.000013563492,0.0036078014],"genre_scores_gemma":[0.9916654,0.003020192,0.0000061110186,0.000049942526,0.00017412282,0.000008098782,1.00487625e-7,0.0000062585045,0.005069732],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99778813,0.00067090977,0.00018414807,0.00011510164,0.0005355609,0.00070614053],"domain_scores_gemma":[0.9992702,0.000024763776,0.00025319084,0.00015854795,0.0001357973,0.00015749158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002449457,0.00008385398,0.000106654334,0.000027357135,0.0005412378,0.00004931181,0.00031137894,0.000023424636,0.00004383411],"category_scores_gemma":[0.00032397464,0.00005130362,0.000088589215,0.00023028646,0.000121316356,0.00015657308,0.0000579062,0.0008062353,0.000011114528],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041963565,0.0023793376,0.05500678,0.000004527823,0.00055267476,0.00031361706,0.40686497,0.00041131172,0.000021634707,0.4040285,0.0075596934,0.12243729],"study_design_scores_gemma":[0.001280557,0.00041418363,0.004901074,0.000011757742,0.00014186637,0.000073687945,0.910459,0.000056198303,0.000002373883,0.06373955,0.018790971,0.0001287995],"about_ca_topic_score_codex":0.023273475,"about_ca_topic_score_gemma":0.28507808,"teacher_disagreement_score":0.503594,"about_ca_system_score_codex":0.001036392,"about_ca_system_score_gemma":0.0022648936,"threshold_uncertainty_score":0.98323065},"labels":[],"label_agreement":null},{"id":"W2255454088","doi":"10.2139/ssrn.2405494","title":"Regulatory Protective Measures and Risky Behavior: Should We Be Saved from Ourselves?","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology","score_opus":0.03558816356153454,"score_gpt":0.3093015851194232,"score_spread":0.27371342155788864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255454088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9504718,0.0030411982,0.013941547,0.018135725,0.0005805521,0.0008781018,0.0000051367547,0.00017113262,0.012774765],"genre_scores_gemma":[0.9873391,0.008664945,0.000114086346,0.00027417118,0.000592769,0.00002769578,0.0000013313764,0.000017032373,0.0029688936],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972688,0.00049075665,0.00019002004,0.0002411918,0.0005822656,0.0012269794],"domain_scores_gemma":[0.9994153,0.000038487862,0.00014619862,0.00015081585,0.000083965264,0.00016522556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031034483,0.0001371116,0.00017090613,0.00009795438,0.00083626003,0.00014469164,0.00024016762,0.00012111872,0.00014185366],"category_scores_gemma":[0.00011224655,0.00012257844,0.00008893283,0.0001095833,0.0002036067,0.00023532673,0.00003828074,0.0010823965,0.000021493555],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087457716,0.00016524662,0.0072038895,0.000003628234,0.00020995183,0.0000028523596,0.017800469,0.000011763483,0.001292814,0.3533801,0.0021172434,0.6177246],"study_design_scores_gemma":[0.0014868595,0.00039977298,0.059420332,0.00003934378,0.00025045115,0.000017079863,0.05600708,0.000044836914,0.00009565068,0.43491474,0.4467979,0.000525927],"about_ca_topic_score_codex":0.0024712617,"about_ca_topic_score_gemma":0.035818473,"teacher_disagreement_score":0.61719865,"about_ca_system_score_codex":0.00072744366,"about_ca_system_score_gemma":0.00062849413,"threshold_uncertainty_score":0.98177534},"labels":[],"label_agreement":null},{"id":"W2284546982","doi":"","title":"The Press Looks at the Problem of Reconciling the Meeting of Energy Demands with Environmental Protection: An American Reporter's Perspective","year":2002,"lang":"en","type":"article","venue":"Canada-United States law journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Energy (signal processing); Environmental ethics; Political science; Computer science; Philosophy; Physics; Artificial intelligence","score_opus":0.018467065500882517,"score_gpt":0.23219567813221204,"score_spread":0.21372861263132953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284546982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8935085,0.001088732,0.00089836796,0.015948046,0.00022598312,0.0010006086,0.000040419432,0.000032470845,0.0872569],"genre_scores_gemma":[0.99655294,0.0013213039,0.00007662195,0.000274959,0.000090379835,0.000020624408,0.000002448799,0.000009816799,0.0016509002],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982637,0.00049088243,0.00030509557,0.00012466537,0.00057788816,0.00023777525],"domain_scores_gemma":[0.9988877,0.00010198918,0.00059903675,0.0001776475,0.00013527792,0.00009834964],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008940448,0.00009388196,0.00011482008,0.000025741941,0.00261158,0.00008348181,0.000277157,0.000018197117,0.00011266179],"category_scores_gemma":[0.000018752504,0.000046203306,0.000041753436,0.00017776519,0.0011030303,0.00009604656,0.000038365666,0.00017584086,1.2069081e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010134773,0.0006395138,0.008866009,0.00006509811,0.0027298655,0.0002664339,0.5010859,0.12511794,0.0012851201,0.09915897,0.041593447,0.21817821],"study_design_scores_gemma":[0.0002415192,0.00025468122,0.00042651367,0.000033207638,0.000060403763,0.0000631532,0.3100994,0.0017863995,0.0002440733,0.00028991295,0.6863684,0.00013235646],"about_ca_topic_score_codex":0.73734045,"about_ca_topic_score_gemma":0.9586412,"teacher_disagreement_score":0.6447749,"about_ca_system_score_codex":0.00050567515,"about_ca_system_score_gemma":0.000090072106,"threshold_uncertainty_score":0.9986869},"labels":[],"label_agreement":null},{"id":"W2286430222","doi":"10.1186/s12940-016-0114-3","title":"Brain matters: from environmental ethics to environmental neuroethics","year":2016,"lang":"en","type":"review","venue":"Environmental Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NeuroDevNet; University of British Columbia","funders":"British Columbia Knowledge Development Fund; Canadian Institutes of Health Research; Canada Excellence Research Chairs, Government of Canada; Vancouver Coastal Health Research Institute; Canada Research Chairs","keywords":"Neuroethics; Affect (linguistics); Engineering ethics; Environmental ethics; Environmental change; Environmental studies; Ethical issues; Sociology; Psychology; Political science; Ecology; Psychiatry; Law; Biology; Engineering; Climate change","score_opus":0.09937493290405498,"score_gpt":0.42026070390472675,"score_spread":0.3208857710006718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286430222","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001067603,0.95278966,0.00038124988,0.036646757,0.0014235036,0.0035852962,0.0038219853,0.00018589357,0.0010588841],"genre_scores_gemma":[0.00020740269,0.95065075,0.00045379542,0.035905227,0.0009778829,0.00022047403,0.001032268,0.00018550985,0.010366704],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99111307,0.0029851717,0.0012055403,0.001515368,0.0018477262,0.0013331445],"domain_scores_gemma":[0.9962181,0.0008753779,0.0006434295,0.0009836884,9.183174e-7,0.0012785215],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001986008,0.0008907905,0.0015056438,0.00026638882,0.001538173,0.00014317698,0.0011090941,0.00083875086,0.01261289],"category_scores_gemma":[0.00004783972,0.0008175361,0.00062687614,0.0001253331,0.0009646824,0.00027819426,0.0007634945,0.0016573765,0.021955352],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008403916,0.0002917465,0.000022716142,0.00039918828,0.000074000825,0.000020096322,0.0116719715,5.388225e-7,0.000009084948,0.00019187173,0.028982438,0.95832795],"study_design_scores_gemma":[0.00027844837,0.00015537621,0.00023143388,0.0016502652,0.00008325257,0.0000039224014,0.0027222775,4.2924196e-7,3.6530955e-7,0.00010199905,0.99398774,0.00078450894],"about_ca_topic_score_codex":0.0010013346,"about_ca_topic_score_gemma":0.00039056144,"teacher_disagreement_score":0.9650053,"about_ca_system_score_codex":0.004868838,"about_ca_system_score_gemma":0.0003364179,"threshold_uncertainty_score":0.9997617},"labels":[],"label_agreement":null},{"id":"W2295058719","doi":"10.1111/socf.12245","title":"“Taking Back a Little Bit of Control”: Managing the Contaminated Body Through Consumption","year":2016,"lang":"en","type":"article","venue":"Sociological Forum","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto","keywords":"SAFER; Heuristics; Contingency; Internet privacy; Consumption (sociology); Set (abstract data type); Marketing; Focus group; Control (management); Social psychology; Business; Psychology; Sociology; Public relations; Computer security; Computer science; Political science; Epistemology","score_opus":0.060530008268087805,"score_gpt":0.35031799516060363,"score_spread":0.28978798689251584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295058719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6626944,0.0005250428,0.037907038,0.111033686,0.0008573537,0.0013555017,0.00002925672,0.0002747016,0.185323],"genre_scores_gemma":[0.9942522,0.00096209004,0.00008720632,0.0015762682,0.0000760776,0.000019982328,0.0000018093793,0.0000044425046,0.003019933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986991,0.00039678477,0.00020238932,0.00017329908,0.00019366639,0.00033473142],"domain_scores_gemma":[0.99923486,0.00038042662,0.00016014499,0.00013139674,0.000054825636,0.000038362556],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007882506,0.00008274908,0.00016389754,0.000017085607,0.00041347512,0.000022540327,0.00023376205,0.000117483054,0.0034517378],"category_scores_gemma":[0.00023499642,0.00004069051,0.00011109187,0.00007412781,0.0009865084,0.00012401941,0.00006411618,0.0000834121,0.00041958588],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062613406,0.0000770994,0.044357534,0.000012581475,0.00007269194,0.0000026881805,0.006822576,0.0000026313846,0.002518022,0.9086862,0.009341305,0.028044026],"study_design_scores_gemma":[0.003067563,0.00032671366,0.23514502,0.00013902668,0.00008498004,0.0000010136049,0.034452457,0.0000752865,0.00012889484,0.15177189,0.5743705,0.00043665018],"about_ca_topic_score_codex":0.0003155967,"about_ca_topic_score_gemma":0.00013381893,"teacher_disagreement_score":0.7569143,"about_ca_system_score_codex":0.00007713112,"about_ca_system_score_gemma":0.000016597576,"threshold_uncertainty_score":0.99745923},"labels":[],"label_agreement":null},{"id":"W2301070030","doi":"10.60082/2817-5069.1274","title":"Book Review: Laws of Fear: Beyond the Precautionary Principle, by Cass R. Sunstein","year":2006,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Precautionary principle; Law; Political science; Law and economics; Sociology; Biology","score_opus":0.010222475516125979,"score_gpt":0.29484911032655103,"score_spread":0.28462663481042505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301070030","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023615289,0.08602405,0.00017463836,0.022988647,0.00028168497,0.0003612041,0.000012245929,0.000029158371,0.8898922],"genre_scores_gemma":[0.3886407,0.25005692,0.0009508332,0.04109811,0.0016581627,0.00005587169,0.000044470584,0.000051649367,0.31744328],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981943,0.00037947646,0.00038298126,0.0001330602,0.00063653546,0.00027368],"domain_scores_gemma":[0.999292,0.00004650145,0.00025943093,0.00018296942,0.00012231099,0.00009679456],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014140329,0.000101939455,0.00017203669,0.000024482775,0.00098546,0.000083507686,0.0003686656,0.000058692065,0.0034245031],"category_scores_gemma":[0.000025139941,0.00007254688,0.00014233346,0.0001297623,0.0003169902,0.00027357027,0.000056440967,0.00022588864,0.00007401014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004058884,0.000060689974,0.000059273854,0.000022824137,0.000012422851,0.0000044856774,0.00021183254,0.000015701908,0.000060900435,0.28231955,0.71611404,0.0011142347],"study_design_scores_gemma":[0.00017807982,0.000025046878,0.00042193657,0.00010459652,0.00003392743,0.000014237577,0.00020207265,0.000007006525,0.00003295702,0.005900425,0.9929894,0.00009028783],"about_ca_topic_score_codex":0.019183593,"about_ca_topic_score_gemma":0.045352183,"teacher_disagreement_score":0.57244897,"about_ca_system_score_codex":0.00010854994,"about_ca_system_score_gemma":0.00006780471,"threshold_uncertainty_score":0.9974865},"labels":[],"label_agreement":null},{"id":"W2306278401","doi":"10.1111/capa.12169","title":"Pre‐existing condition: Taking media coverage into account when preparing for H1N1","year":2016,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Globe; Media coverage; Government (linguistics); Business; Public relations; Coronavirus disease 2019 (COVID-19); Internet privacy; Political science; Psychology; Medicine; Computer science; Sociology; Media studies","score_opus":0.057686206382994626,"score_gpt":0.3461359599921797,"score_spread":0.2884497536091851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2306278401","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24002573,0.00006941854,0.12568435,0.20748009,0.003309185,0.0033733025,0.00028194694,0.00057065993,0.4192053],"genre_scores_gemma":[0.99390525,0.000020239617,0.00071779924,0.0007339017,0.0006351762,0.00014843166,0.00009834148,0.000012038364,0.0037288445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881166,0.00006671738,0.00022322638,0.00025961114,0.00024860745,0.00039019846],"domain_scores_gemma":[0.99894494,0.00012809774,0.00015686735,0.00015688677,0.00016814827,0.00044507606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006959135,0.00009550124,0.00009282476,0.00015274453,0.0009070048,0.00041751366,0.00020052832,0.00010181615,0.0014429784],"category_scores_gemma":[0.0011409877,0.00009021162,0.000046237954,0.0001161825,0.00012438768,0.00086250174,0.000014303637,0.00004371685,0.00004712725],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010839823,0.000016348182,0.002024334,0.000019511235,0.000018477189,0.0000037904863,0.0070299255,4.5330754e-7,0.00010731014,0.8014453,0.036879916,0.15244381],"study_design_scores_gemma":[0.00025393625,0.000032148,0.0030747484,0.00002610122,0.000009328403,8.74199e-7,0.0014410926,0.00003332002,0.000022792105,0.009881086,0.9850698,0.00015475754],"about_ca_topic_score_codex":0.0104805725,"about_ca_topic_score_gemma":0.8702089,"teacher_disagreement_score":0.9481899,"about_ca_system_score_codex":0.00087534165,"about_ca_system_score_gemma":0.0016799902,"threshold_uncertainty_score":0.9994698},"labels":[],"label_agreement":null},{"id":"W2313587881","doi":"10.1097/hp.0000000000000220","title":"Managing Children during a Radiological or Nuclear Emergency—Canadian Perspectives","year":2015,"lang":"en","type":"article","venue":"Health Physics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kingston General Hospital; University of Ottawa; Health Canada","funders":"","keywords":"Radiological weapon; Psychosocial; Emergency response; Emergency management; Radiation exposure; Medical emergency; Medicine; Environmental health; Political science; Nuclear medicine; Psychiatry; Surgery","score_opus":0.08282120455841256,"score_gpt":0.37692029521321635,"score_spread":0.2940990906548038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313587881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64713156,0.0005497885,0.00041839556,0.050670907,0.0010124802,0.0013422897,0.000014691186,0.0005323982,0.2983275],"genre_scores_gemma":[0.9930763,0.0025361178,0.00028456538,0.000979811,0.0007761943,0.000008513484,0.0000036947943,0.000012487881,0.0023222878],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885416,0.00017280162,0.00012541749,0.00020145973,0.00020839833,0.00043777388],"domain_scores_gemma":[0.99921477,0.000004963875,0.000052219057,0.0001240928,0.000043415675,0.0005605356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003854751,0.00007620143,0.0001196026,0.000045541427,0.00075726485,0.000031760705,0.0001623422,0.000035592107,0.00047133098],"category_scores_gemma":[0.00003599993,0.00006751146,0.00004103719,0.000237163,0.00008376354,0.00013273794,0.000032127202,0.00011006853,0.00028590014],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004322614,0.00017735497,0.0094970055,0.000038373502,0.000053942927,0.000008021897,0.49620193,0.00022203485,0.000003731775,0.29018506,0.16538206,0.038187265],"study_design_scores_gemma":[0.0009974149,0.00023983727,0.20021942,0.000036198384,0.000015503543,0.0000033096358,0.28252903,0.00028612054,4.841244e-7,0.014066307,0.5010515,0.0005548696],"about_ca_topic_score_codex":0.09598819,"about_ca_topic_score_gemma":0.0509772,"teacher_disagreement_score":0.3459448,"about_ca_system_score_codex":0.0005392851,"about_ca_system_score_gemma":0.0003202609,"threshold_uncertainty_score":0.96634},"labels":[],"label_agreement":null},{"id":"W2313655357","doi":"10.1097/00001648-200003000-00024","title":"Ethical Considerations Concerning the Regulation of Human Exposure to Electromagnetic Fields","year":2000,"lang":"en","type":"article","venue":"Epidemiology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Studies","funders":"","keywords":"Engineering ethics; Medicine; Engineering","score_opus":0.10388755205602189,"score_gpt":0.40416985379229053,"score_spread":0.30028230173626863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313655357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7125412,0.00007096083,0.0009443562,0.19127296,0.000112372785,0.0003080159,7.6538333e-7,0.000047822177,0.09470153],"genre_scores_gemma":[0.9818129,0.00006365602,0.000670814,0.011866188,0.00015040938,0.000018755023,0.0000023766866,0.000002375769,0.005412505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980678,0.0013219019,0.00024901598,0.00011859521,0.000075359,0.00016734867],"domain_scores_gemma":[0.9986891,0.0010452985,0.000051568066,0.0001318694,0.000036328547,0.000045819434],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020329435,0.000041560485,0.00013224877,0.000023855358,0.00041827818,0.0000062537874,0.0000858759,0.00015084435,0.0102004185],"category_scores_gemma":[0.001358174,0.000032070573,0.000038632836,0.000080078724,0.00024997685,0.00002097229,0.000011772835,0.00018480522,0.00007866516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006810125,0.0000124851,0.0015568497,0.0000021646244,0.000009514999,3.0163642e-7,0.01563453,0.0013629302,0.0015225732,0.89388704,0.075835206,0.010169602],"study_design_scores_gemma":[0.00031748024,0.00081296224,0.31430015,0.000017142216,0.00003175231,0.00000205479,0.0023954315,0.00025665268,0.000059493337,0.25963697,0.42198315,0.00018673592],"about_ca_topic_score_codex":0.0013335074,"about_ca_topic_score_gemma":0.0031277228,"teacher_disagreement_score":0.63425004,"about_ca_system_score_codex":0.000021103297,"about_ca_system_score_gemma":0.00002977539,"threshold_uncertainty_score":0.9907044},"labels":[],"label_agreement":null},{"id":"W2317667821","doi":"10.3327/jaesj.42.604","title":"Issues and Suggestions for Public Perception of the Safety of the High-Level Radioactive Waste Disposal. Through Analyzing the Case of the Environmental Assessment and Review Process for the Nuclear Fuel Waste Management and Disposal Concept of Canada.","year":2000,"lang":"en","type":"article","venue":"Journal of the Atomic Energy Society of Japan / Atomic Energy Society of Japan","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Radioactive waste; Nuclear fuel cycle; Legislation; Spent nuclear fuel; Process (computing); High-level waste; Waste management; Waste disposal; Environmental impact assessment; Government (linguistics); Public participation; Business; Engineering; Environmental planning; Environmental science; Public administration; Computer science; Political science; Law","score_opus":0.01643741440847132,"score_gpt":0.2769922686732745,"score_spread":0.2605548542648032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317667821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704962,0.0044436567,0.00045918237,0.023262316,0.0002050855,0.0008201297,0.00021684052,0.0000039755832,0.00009261261],"genre_scores_gemma":[0.950978,0.046555433,0.00087540335,0.0007081743,0.000088979345,0.000022837125,0.0000032337973,0.00002555993,0.00074237626],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99712425,0.0005074644,0.0010633107,0.00026736417,0.00072660187,0.00031097565],"domain_scores_gemma":[0.9967442,0.00041531763,0.0020293144,0.0005344134,0.00020265147,0.00007409551],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017285445,0.00027124834,0.00067590043,0.000018209956,0.0011099823,0.000027885833,0.001007332,0.00012638948,0.000040910156],"category_scores_gemma":[0.000037725003,0.00013301728,0.00095585705,0.0003234605,0.0027876967,0.0002544265,0.0003269154,0.000240095,1.0935152e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010646007,0.0021960374,0.02657161,0.00797488,0.01898563,7.138947e-7,0.4464841,0.018666206,0.017651943,0.20978296,0.09502191,0.15559943],"study_design_scores_gemma":[0.0068161483,0.00037666538,0.10165321,0.0037697891,0.0050764834,0.00008710216,0.8100184,0.018411445,0.0038041766,0.006412408,0.042687237,0.00088690716],"about_ca_topic_score_codex":0.019555729,"about_ca_topic_score_gemma":0.008720224,"teacher_disagreement_score":0.36353433,"about_ca_system_score_codex":0.00037334766,"about_ca_system_score_gemma":0.00039690756,"threshold_uncertainty_score":0.99992615},"labels":[],"label_agreement":null},{"id":"W2318154654","doi":"10.14288/1.0073809","title":"The primacy of the ethical in a cosmopolitan education : Fukushima Daiichi and other global risks","year":2013,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Political science; Environmental ethics; Philosophy","score_opus":0.01669326044731314,"score_gpt":0.26487941950923666,"score_spread":0.2481861590619235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318154654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650778,0.00006878179,0.000015170648,0.0032648009,0.00009605264,0.0003175148,0.000011128733,0.000009492718,0.031139268],"genre_scores_gemma":[0.99827707,0.00020788054,0.00006487436,0.00028656147,0.0000147640485,9.664286e-7,3.9652863e-7,0.0000019607435,0.0011455556],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992978,0.00019257775,0.000070592905,0.00011788721,0.00019673002,0.00012443126],"domain_scores_gemma":[0.9996345,0.000036140187,0.000070843635,0.00013049699,0.00007866798,0.000049370457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035441195,0.000017641958,0.000073748255,0.000009235262,0.00038878014,0.000082333914,0.0002630218,0.000074636424,0.00011263445],"category_scores_gemma":[0.00005550928,0.00003700407,0.0000391816,0.0001969313,0.00075343763,0.00010751654,0.00009618556,0.00009987644,0.000007079652],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030241604,0.00009164148,0.20206279,0.000013747722,0.000009431526,4.6587266e-7,0.0035325221,5.792013e-7,0.000010825261,0.0021482955,0.014595524,0.77753115],"study_design_scores_gemma":[0.0001866823,0.000008649256,0.95751584,0.00003118049,0.000007131252,6.348296e-7,0.02600132,0.000012944792,3.216833e-8,0.008702095,0.0074935975,0.000039898252],"about_ca_topic_score_codex":0.7404847,"about_ca_topic_score_gemma":0.87015885,"teacher_disagreement_score":0.7774913,"about_ca_system_score_codex":0.00010413977,"about_ca_system_score_gemma":0.00014492965,"threshold_uncertainty_score":0.29902217},"labels":[],"label_agreement":null},{"id":"W2319106858","doi":"10.1177/1359105312473063","title":"Book review: Paul Slovic, <i>The Feeling of Risk: New Perspectives on Risk Perception</i>","year":2013,"lang":"en","type":"article","venue":"Journal of Health Psychology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Feeling; Risk perception; Perception; Psychology; Social psychology; Health risk; Medicine; Environmental health","score_opus":0.02880424011978309,"score_gpt":0.40520415916364405,"score_spread":0.37639991904386094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319106858","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03129302,0.24616002,0.0045304773,0.6988327,0.0022530335,0.0012413082,0.0000062632107,0.000034975703,0.01564822],"genre_scores_gemma":[0.028156267,0.8568253,0.0008378067,0.11115315,0.00078425894,0.000005853438,4.51813e-7,0.000010736075,0.0022261832],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966368,0.0016966274,0.0007973948,0.00016283304,0.00041396328,0.00029235124],"domain_scores_gemma":[0.99766004,0.00017687093,0.0014693957,0.00024018007,0.00025883183,0.00019469709],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037926617,0.000100786005,0.00036767355,0.00013126223,0.00045270447,0.000020651676,0.00035309396,0.000071410934,0.0064762565],"category_scores_gemma":[0.00039703408,0.0000674811,0.00018811287,0.00020011177,0.00020606133,0.00017120328,0.000018024453,0.000523228,0.0003119277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017387005,0.00008347884,0.00044006604,0.000021946977,0.000018397199,4.7154663e-7,0.02010538,0.000009392717,0.0000047041813,0.00013556854,0.91659147,0.06257177],"study_design_scores_gemma":[0.0003997392,0.00035178315,0.060353488,0.00019717499,0.000027041791,0.000006279601,0.0161333,0.000002357991,1.05881796e-7,0.00080410135,0.9216635,0.00006108529],"about_ca_topic_score_codex":0.0014881882,"about_ca_topic_score_gemma":0.00013626654,"teacher_disagreement_score":0.61066526,"about_ca_system_score_codex":0.00014326487,"about_ca_system_score_gemma":0.0002014044,"threshold_uncertainty_score":0.994432},"labels":[],"label_agreement":null},{"id":"W2320256384","doi":"10.3327/taesj2002.1.228","title":"The Framework which Aims at Improving Compatibility of the High-level Radioactive Waste Disposal Technology with Social Values and the Role of Risk Comnunication","year":2002,"lang":"en","type":"article","venue":"Transactions of the Atomic Energy Society of Japan","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compatibility (geochemistry); Radioactive waste; High-level waste; Risk analysis (engineering); Waste disposal; Incentive; Process (computing); Business; Waste management; Environmental economics; Computer science; Engineering","score_opus":0.00838465382343645,"score_gpt":0.22497577547139455,"score_spread":0.2165911216479581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320256384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98271984,0.00028302777,0.0083243465,0.007899709,0.00008938327,0.00030113885,0.000037605663,0.00001872013,0.00032620845],"genre_scores_gemma":[0.9974752,0.0010783777,0.0011363636,0.000028612567,0.00002172677,0.000017990067,5.351084e-7,0.000007884482,0.00023328584],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99863315,0.00041737035,0.00030904595,0.00015418272,0.0003367494,0.00014950546],"domain_scores_gemma":[0.9983524,0.00043875744,0.00055290404,0.00047583852,0.00016117455,0.000018930916],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00070223754,0.00010112507,0.00023814665,0.000018476227,0.0014631377,0.000010631571,0.00063062395,0.00013367418,0.000021586195],"category_scores_gemma":[0.000044609766,0.00005068293,0.00022765734,0.00046731567,0.0039942837,0.00007432705,0.00005644143,0.00022770495,1.6730381e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061171607,0.0007497377,0.022378339,0.00010381198,0.0017008156,7.654999e-9,0.42602652,0.005616964,0.0070426157,0.40299773,0.00051714515,0.1322546],"study_design_scores_gemma":[0.004743258,0.0002112426,0.12946881,0.00022606895,0.0016593343,0.0000018347238,0.60709757,0.04657203,0.04030916,0.16696239,0.0021944062,0.00055392226],"about_ca_topic_score_codex":0.007878221,"about_ca_topic_score_gemma":0.0073450482,"teacher_disagreement_score":0.23603535,"about_ca_system_score_codex":0.0001021575,"about_ca_system_score_gemma":0.000049010447,"threshold_uncertainty_score":0.9998368},"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de Recherche du Québec - Santé","keywords":"Psychology; Risk communication; Risk analysis (engineering); Actuarial science; Social psychology; Business","score_opus":0.07039725604738373,"score_gpt":0.42741872191748453,"score_spread":0.3570214658701008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320422926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800195,0.00006096997,0.015604015,0.0009153004,0.00024800206,0.0007016025,0.000014219277,0.000017214792,0.0024191537],"genre_scores_gemma":[0.9936327,0.0033211454,0.0016511306,0.000007725506,0.00026072699,0.000017353952,3.293909e-7,0.000018609308,0.0010902967],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9927603,0.0035906157,0.0007275591,0.00025310207,0.0021830522,0.00048537776],"domain_scores_gemma":[0.993784,0.0011984041,0.0030150367,0.0002943488,0.0014995406,0.00020865492],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00986482,0.00014001392,0.00035680464,0.00066493195,0.0010662123,0.00018536602,0.000564891,0.00006346729,0.00094210694],"category_scores_gemma":[0.0027800857,0.000082784856,0.00015975072,0.0007678056,0.00041826442,0.0006199751,0.00014406224,0.0008442714,0.000031433563],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020883142,0.0047147726,0.26563704,0.000093553084,0.0026468372,0.000114175746,0.20996104,0.010631132,0.0008305792,0.005115095,0.004906406,0.49326104],"study_design_scores_gemma":[0.00441704,0.002038746,0.6139944,0.0011715511,0.00042909308,0.000008288931,0.35587958,0.00011176154,0.0000417519,0.015971607,0.0056614634,0.00027473958],"about_ca_topic_score_codex":0.016974082,"about_ca_topic_score_gemma":0.025486618,"teacher_disagreement_score":0.4929863,"about_ca_system_score_codex":0.00047774616,"about_ca_system_score_gemma":0.0003602451,"threshold_uncertainty_score":0.99997115},"labels":[],"label_agreement":null},{"id":"W2323459120","doi":"","title":"You say Potato, I say Potato: an Ethical Perspective on the \"Right to Know\"","year":2003,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wonder; Fish <Actinopterygii>; Perspective (graphical); Art; Psychology; Fishery; Biology; Visual arts","score_opus":0.023657026213433706,"score_gpt":0.34944522778066156,"score_spread":0.3257882015672279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323459120","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028258229,0.000010958225,0.00046565215,0.14882112,0.0002696073,0.00039444023,0.000001286348,0.00011075055,0.82166797],"genre_scores_gemma":[0.84121,0.00009273962,0.00063644326,0.052504096,0.00017045194,0.000037288613,9.2269926e-7,0.000013018193,0.10533505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797386,0.0007338861,0.00012635281,0.00032707484,0.000508807,0.00033001066],"domain_scores_gemma":[0.99921143,0.00013008507,0.000026551654,0.00027462194,0.00011912243,0.00023819474],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014602107,0.00011468176,0.00010810757,0.00006233367,0.00073737773,0.00015303698,0.0002880112,0.00012939733,0.013424527],"category_scores_gemma":[0.0004254352,0.00007115435,0.00007318809,0.00032249247,0.00019022445,0.00009076438,0.00003067943,0.00031255186,0.0021611864],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069395696,0.00006980483,0.000030414685,4.0002038e-7,0.0000074968775,0.0000023050764,0.032225717,0.0000099387225,0.000034033194,0.8617426,0.10482359,0.0010467424],"study_design_scores_gemma":[0.00011217498,0.000094864394,0.0010036656,0.0000045493052,0.000008078977,2.373158e-7,0.10290724,0.000011220899,0.00008939766,0.0229721,0.8726512,0.00014528105],"about_ca_topic_score_codex":0.002415909,"about_ca_topic_score_gemma":0.009945657,"teacher_disagreement_score":0.8387705,"about_ca_system_score_codex":0.00027129677,"about_ca_system_score_gemma":0.000091135356,"threshold_uncertainty_score":0.99861574},"labels":[],"label_agreement":null},{"id":"W2324337194","doi":"10.1093/rpd/ncq274","title":"Children as vulnerable populations in radiological/nuclear events: discussion scenarios","year":2010,"lang":"en","type":"article","venue":"Radiation Protection Dosimetry","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Safety Canada","funders":"","keywords":"Radiological weapon; Preparedness; Documentation; Emergency management; Set (abstract data type); Event (particle physics); Perspective (graphical); Medicine; Psychology; Computer science; Political science; Surgery; Law","score_opus":0.024701811378583613,"score_gpt":0.3223116879024218,"score_spread":0.2976098765238382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324337194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983346,0.000016284768,0.0018297248,0.005819106,0.0012128601,0.0014640866,0.0000025716467,0.0003046395,0.0060047247],"genre_scores_gemma":[0.99589217,0.00006395269,0.00044945022,0.00031179542,0.00042549777,0.00008284321,0.000019101148,0.000012972014,0.0027422109],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99850065,0.00040581045,0.000257313,0.00028025088,0.00031381618,0.00024216149],"domain_scores_gemma":[0.9995308,0.000016949001,0.00012076844,0.00018461642,0.000030627318,0.00011623941],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001047985,0.000104453226,0.00011585957,0.0003054079,0.0009390123,0.00008372018,0.00015709613,0.00020500056,0.0025254586],"category_scores_gemma":[0.0005595224,0.00008339518,0.00006476388,0.0007060764,0.00006656627,0.00046042446,0.000029918754,0.0005022941,0.0004598564],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001399484,0.0010859019,0.2344288,0.000020877778,0.000055959823,0.0000031048587,0.02178367,0.0022977423,0.015920965,0.10524136,0.0057982183,0.61322343],"study_design_scores_gemma":[0.0008635662,0.00007619548,0.8579988,0.000015607031,0.000014413397,0.000003317901,0.0017056677,0.0012386743,0.00011192103,0.005440498,0.13221833,0.00031304243],"about_ca_topic_score_codex":0.0028699248,"about_ca_topic_score_gemma":0.0009392932,"teacher_disagreement_score":0.62356997,"about_ca_system_score_codex":0.00018239918,"about_ca_system_score_gemma":0.000043199023,"threshold_uncertainty_score":0.9983864},"labels":[],"label_agreement":null},{"id":"W2324338342","doi":"10.5751/es-04827-170309","title":"Avoiding Environmental Catastrophes: Varieties of Principled Precaution","year":2012,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"South Carolina Water Resources Center, Clemson University; National Institute of Food and Agriculture; Clemson University; U.S. Geological Survey; U.S. Department of Agriculture","keywords":"Precautionary principle; Ambiguity; Argument (complex analysis); Epistemology; Law and economics; Environmental ethics; Economics; Positive economics; Computer science; Philosophy; Ecology","score_opus":0.016551349203100515,"score_gpt":0.2703008657027326,"score_spread":0.25374951649963207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324338342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993958,0.00010965765,0.0002828736,0.0002097818,0.00019663337,0.00010499031,0.0000026068747,0.000016514565,0.005118966],"genre_scores_gemma":[0.9966983,0.0011201308,0.00045559465,0.0001179321,0.00008290881,0.000008309647,0.000004954604,0.0000019371905,0.0015099242],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99949765,0.00014382073,0.00007449059,0.000063011095,0.00006825644,0.000152753],"domain_scores_gemma":[0.99982816,0.000045900924,0.00003989987,0.000037444403,0.000003654689,0.000044929962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000769629,0.000036016256,0.000063082516,0.00000712997,0.00052055257,0.000005334898,0.000038031085,0.00007513095,0.0004650682],"category_scores_gemma":[0.000020348507,0.000035530215,0.000039227165,0.000023084007,0.00032655636,0.000117650656,0.000039373204,0.00007710245,0.000015171117],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010676603,0.00026623637,0.38764292,0.000025329251,0.00008418304,1.9892035e-7,0.46574,0.000010442126,0.0015627337,0.13507988,0.0060613295,0.0035160885],"study_design_scores_gemma":[0.0001770027,0.000026372823,0.8474787,0.0000016312341,0.000020540714,3.7501428e-7,0.07080603,0.000026464477,0.000069299356,0.00037713136,0.08095338,0.00006310179],"about_ca_topic_score_codex":0.00005714308,"about_ca_topic_score_gemma":0.00004107388,"teacher_disagreement_score":0.45983574,"about_ca_system_score_codex":0.000053139756,"about_ca_system_score_gemma":0.000012247424,"threshold_uncertainty_score":0.5092171},"labels":[],"label_agreement":null},{"id":"W2326041805","doi":"10.1057/rm.2012.1","title":"‘Technical breaches’ and ‘eroding margins of safety’ – Rhetoric and reality of the nuclear industry in Canada","year":2012,"lang":"en","type":"article","venue":"Risk Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Rhetoric; Openness to experience; Transparency (behavior); Public sector; Outreach; Public relations; License; Business; Credibility; Accounting; Public economics; Political science; Economics; Law; Social psychology; Psychology","score_opus":0.020638278035037236,"score_gpt":0.2698513950982818,"score_spread":0.2492131170632446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326041805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9091957,0.00013637001,0.000045213794,0.0013288993,0.00017296347,0.00040318948,0.000009467882,0.000011176094,0.08869701],"genre_scores_gemma":[0.99686867,0.0024057855,0.0002158357,0.000077284385,0.000023014627,0.000003884019,3.8770548e-7,0.000004400737,0.00040071312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904245,0.00017739645,0.0002014406,0.00011394562,0.000274353,0.00019043055],"domain_scores_gemma":[0.99960566,0.000030139401,0.000114671835,0.00017117802,0.000010707016,0.00006766249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010076108,0.0000615205,0.00012171422,0.000046041303,0.00012554413,0.000008287813,0.00014164501,0.00006884051,0.00006445836],"category_scores_gemma":[0.00002497301,0.00005029019,0.000019459116,0.0002153005,0.00012888166,0.00007600346,0.00024083359,0.000188151,5.720584e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024198289,0.000113300324,0.743467,0.00012741097,0.000037794052,0.0000012224826,0.008582078,0.000046518253,0.000015782154,0.1433242,0.007098565,0.09716195],"study_design_scores_gemma":[0.0001522631,0.0000041592616,0.8721231,0.000024659295,0.00002470314,1.2708625e-7,0.010571973,0.000020951456,0.0000015336904,0.00016429742,0.116859876,0.00005232201],"about_ca_topic_score_codex":0.77470165,"about_ca_topic_score_gemma":0.7452712,"teacher_disagreement_score":0.1431599,"about_ca_system_score_codex":0.00029823458,"about_ca_system_score_gemma":0.00003496988,"threshold_uncertainty_score":0.2593769},"labels":[],"label_agreement":null},{"id":"W2326957852","doi":"10.1021/es4036286","title":"Decision Support Framework for Developing Regional Energy Strategies","year":2014,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Decision support system; Chemistry; Business; Environmental science; Computer science; Data mining","score_opus":0.01848102935159308,"score_gpt":0.3110042786148422,"score_spread":0.29252324926324913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326957852","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09738083,0.000025009373,0.8832579,0.0076051494,0.000450607,0.0002180804,0.0000016535396,0.0002064342,0.010854302],"genre_scores_gemma":[0.92115813,0.00027564744,0.07699225,0.00080562785,0.00007858587,0.000054871416,0.000002701943,0.0000065859917,0.0006256182],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850833,0.00002296714,0.00015663671,0.00039538398,0.00046027047,0.0004564054],"domain_scores_gemma":[0.9995496,0.00007151113,0.00007070835,0.00022143045,0.000009905688,0.00007680062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075132446,0.00009625561,0.00010336445,0.00031976384,0.0011148762,0.00008933154,0.0006672056,0.00015024625,0.00031172213],"category_scores_gemma":[0.00012011783,0.000092919116,0.00003821358,0.00054695766,0.0025514965,0.00034576008,0.00018222119,0.00008106173,0.00008993153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036196893,0.000018874582,0.00032117966,5.8117496e-7,0.0000013093617,3.4686104e-7,0.00051134045,0.00001435555,0.0015771836,0.84782743,0.00045830387,0.14926547],"study_design_scores_gemma":[0.000094959054,0.00006752581,0.002444836,0.000007173178,0.0000026130801,0.0000011432726,0.007048436,0.00007095434,0.00050055963,0.31978896,0.66984946,0.0001234021],"about_ca_topic_score_codex":0.000060795766,"about_ca_topic_score_gemma":0.0001853964,"teacher_disagreement_score":0.82377726,"about_ca_system_score_codex":0.0003388958,"about_ca_system_score_gemma":0.00011746419,"threshold_uncertainty_score":0.9401095},"labels":[],"label_agreement":null},{"id":"W2330024381","doi":"10.2495/ehr110061","title":"Breaking the connections: reducing and removing environmental health risk in the Canadian nuclear power industry","year":2011,"lang":"en","type":"article","venue":"WIT transactions on biomedicine and health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ignorance; Nuclear power; Nuclear power industry; Nuclear disaster; Nuclear industry; Process (computing); Risk analysis (engineering); Business; Health risk; Energy (signal processing); Risk assessment; Environmental economics; Environmental planning; Engineering; Computer science; Computer security; Environmental science; Environmental health; Political science; Nuclear engineering; Nuclear plant; Economics; Medicine; Law","score_opus":0.05474599432217032,"score_gpt":0.31397372567386594,"score_spread":0.25922773135169563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330024381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49579677,0.0013854065,0.0018012557,0.4726022,0.0007828691,0.0021442939,0.000050291226,0.000104237704,0.025332687],"genre_scores_gemma":[0.98472285,0.0056026373,0.00013317273,0.009356512,0.000050114413,0.000009067779,0.0000011765366,0.0000063301486,0.00011816502],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989234,0.00028116387,0.0001792315,0.00017024009,0.00017145791,0.0002744787],"domain_scores_gemma":[0.99955416,0.000039924584,0.00007011965,0.00012303806,0.00000436889,0.00020838979],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001611651,0.000073220086,0.000104874234,0.00018586828,0.0027306108,0.000035331,0.000081667444,0.00007192143,0.00030571484],"category_scores_gemma":[0.0000066297307,0.000048300506,0.000016445741,0.00023301973,0.00032181738,0.000075744065,0.0000021627916,0.00045521936,0.0000035843386],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020819854,0.00016765633,0.0045404527,0.000024683866,0.000028018025,0.0000052706446,0.55583805,0.000003884275,0.0000028125967,0.009234667,0.0041087507,0.42602494],"study_design_scores_gemma":[0.0005759671,0.0004720821,0.3347317,0.00014404538,0.000018448376,0.00002189957,0.3525027,0.00006867053,2.2481866e-7,0.00056296,0.31076428,0.0001370006],"about_ca_topic_score_codex":0.7507303,"about_ca_topic_score_gemma":0.711338,"teacher_disagreement_score":0.48892605,"about_ca_system_score_codex":0.00029107905,"about_ca_system_score_gemma":0.00019486004,"threshold_uncertainty_score":0.9985677},"labels":[],"label_agreement":null},{"id":"W2333925446","doi":"10.5840/bpej200019119","title":"Scientific and Social Judgments of Safety in the Nuclear Fuel Waste Management and Disposal Concept","year":2000,"lang":"en","type":"article","venue":"Business and Professional Ethics Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Radioactive waste; Waste management; Engineering","score_opus":0.04685420452100786,"score_gpt":0.3510799198522464,"score_spread":0.30422571533123854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333925446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9461122,0.0004920161,0.00003595359,0.044071462,0.0005616265,0.00029166584,0.0000087944645,0.0000068898316,0.008419405],"genre_scores_gemma":[0.9913561,0.0044214632,0.00014825082,0.000959186,0.00013298164,0.0000026843936,0.0000030662832,0.0000048926795,0.0029713751],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984655,0.00041937118,0.00021737869,0.00014162669,0.00058699836,0.0001691684],"domain_scores_gemma":[0.9996208,0.00008593533,0.00008596404,0.00004851182,0.00010826729,0.000050519764],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027449646,0.000074787546,0.00011223661,0.00007390163,0.0018477547,0.00022800615,0.00013611001,0.00009756253,0.00036923174],"category_scores_gemma":[0.000023715565,0.000050130267,0.000019504721,0.00021024204,0.000883457,0.00022294145,0.000076849836,0.00041606865,0.0000019028125],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042745992,0.00033516585,0.003679992,0.0003689255,0.000051870065,0.000035321056,0.41284636,0.00002581249,0.00006450536,0.33083555,0.006080886,0.24524817],"study_design_scores_gemma":[0.0016264075,0.000026326468,0.5067125,0.00031212292,0.00003896765,0.0000134810125,0.09893299,0.0000677539,4.1773262e-7,0.01686623,0.37521514,0.00018769043],"about_ca_topic_score_codex":0.00010657067,"about_ca_topic_score_gemma":0.00020283254,"teacher_disagreement_score":0.5030325,"about_ca_system_score_codex":0.000017894146,"about_ca_system_score_gemma":0.00007846183,"threshold_uncertainty_score":0.9994517},"labels":[],"label_agreement":null},{"id":"W2336622368","doi":"","title":"Principle 5 -- Precautionary Principle","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of New Brunswick","funders":"","keywords":"Precautionary principle; Harm; Burden of proof; Law and economics; Business; Scientific evidence; Uncertainty; Risk analysis (engineering); Economics; Public economics; Actuarial science; Political science; Law; Epistemology; Philosophy","score_opus":0.014794941806095382,"score_gpt":0.3309866271447144,"score_spread":0.316191685338619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336622368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5666466,0.002037512,0.019726502,0.03416047,0.0010005767,0.0007612354,0.0000017657433,0.00039915572,0.3752662],"genre_scores_gemma":[0.9407386,0.007973856,0.00018318076,0.00052414084,0.00057541305,0.000003462282,0.000002006074,0.000006537305,0.04999281],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974319,0.00014704124,0.0001893801,0.00014871269,0.00042754636,0.0016554384],"domain_scores_gemma":[0.9995832,0.000012312899,0.00009157811,0.00011972551,0.00006618767,0.0001270204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022942703,0.00008782077,0.000094053095,0.000090915746,0.000821599,0.00008518362,0.0002978996,0.00006131366,0.00039323265],"category_scores_gemma":[0.00006339399,0.000082054765,0.00009306693,0.000194139,0.00006242648,0.00028445676,0.000022436969,0.00072848366,0.00019828064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013241596,0.00007545052,0.00042860178,5.54094e-7,0.000018389943,0.0000018094313,0.0012684088,0.00003151713,0.000041766893,0.9379479,0.000678045,0.059494287],"study_design_scores_gemma":[0.0002696444,0.00015746655,0.009513121,0.0000056031795,0.00001186459,0.000021457168,0.0031445704,0.000025559895,0.0000042572397,0.26998764,0.7167365,0.00012234053],"about_ca_topic_score_codex":0.00008170275,"about_ca_topic_score_gemma":0.0017094681,"teacher_disagreement_score":0.71605843,"about_ca_system_score_codex":0.0012865853,"about_ca_system_score_gemma":0.0016091849,"threshold_uncertainty_score":0.6319158},"labels":[],"label_agreement":null},{"id":"W2337094037","doi":"10.1093/heapro/daw024","title":"A model for (re)building consumer trust in the food system","year":2016,"lang":"en","type":"article","venue":"Health Promotion International","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Australian Research Council","keywords":"Business; Environmental health; Psychology; Medicine","score_opus":0.1603510441299602,"score_gpt":0.42797943733166255,"score_spread":0.26762839320170234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337094037","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07478084,0.000036039906,0.6870892,0.21256602,0.0016627081,0.0023791608,0.00007732491,0.00014727311,0.02126145],"genre_scores_gemma":[0.99533933,0.00008779531,0.0014041371,0.0008316712,0.00018493505,0.00029556506,0.0000046056657,0.0000047032813,0.001847283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898744,0.00016530057,0.00021591711,0.00013829011,0.0003127645,0.00018030114],"domain_scores_gemma":[0.9996411,0.00006568166,0.00009822108,0.00007242355,0.00007947139,0.000043085183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016467059,0.0000471592,0.00006270103,0.00008847579,0.000258735,0.00003940963,0.00020415365,0.00003265978,0.00013049098],"category_scores_gemma":[0.00008086279,0.000030030065,0.00003695845,0.00006727984,0.000046523845,0.00014282324,0.000015420494,0.000038523955,0.00002651604],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012558142,0.0000989848,0.001184629,0.00003835253,0.000009479196,1.9973241e-7,0.012665806,0.000059627186,0.000013648104,0.9531813,0.010455257,0.02228016],"study_design_scores_gemma":[0.0044308254,0.0004347637,0.0108301155,0.00076676504,0.000013681676,0.0000041109374,0.030523656,0.15129973,0.000010168494,0.028765447,0.77252144,0.000399309],"about_ca_topic_score_codex":0.00014922781,"about_ca_topic_score_gemma":0.0015029153,"teacher_disagreement_score":0.9244158,"about_ca_system_score_codex":0.0004394856,"about_ca_system_score_gemma":0.000120769124,"threshold_uncertainty_score":0.19900067},"labels":[],"label_agreement":null},{"id":"W2341881449","doi":"10.14351/0831-4985-29.1.49","title":"Communicating pesticide contamination messages","year":2015,"lang":"en","type":"article","venue":"Collection Forum","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Pittsburgh","keywords":"Terminology; Risk communication; Hazardous waste; Ethnography; Natural (archaeology); Internet privacy; History; Engineering; Environmental health; Computer science; Medicine; Archaeology; Waste management","score_opus":0.06172609984892808,"score_gpt":0.35240291290176035,"score_spread":0.2906768130528323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341881449","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030978074,0.00011514359,0.009182367,0.015463838,0.0007449559,0.00036582872,4.9484595e-7,0.0002724584,0.9428768],"genre_scores_gemma":[0.94295114,0.00013035486,0.00037212408,0.00038239296,0.000053750682,0.00002920331,0.0000038088192,0.0000047051985,0.056072533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992932,0.00017374688,0.00010015878,0.00008071733,0.00020925737,0.00014293751],"domain_scores_gemma":[0.99958915,0.000041155647,0.000053616022,0.00010726682,0.00012715202,0.00008169085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064258423,0.00004106085,0.000056626388,0.00007559518,0.00070008764,0.0000748454,0.000117294214,0.00003917641,0.00017269253],"category_scores_gemma":[0.00032383256,0.000043793014,0.000023159348,0.00030748604,0.00007794687,0.00016505897,0.000041104726,0.000056655215,0.00012225263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027404887,0.00010253987,0.015766751,0.0000046712084,0.00001841461,0.0000012217446,0.038147178,0.000110819376,0.000059206257,0.114934035,0.78377175,0.047055993],"study_design_scores_gemma":[0.00030240286,0.0000371758,0.0072168703,0.0000063687366,0.000007451104,3.9975885e-7,0.0390719,0.00070144795,0.00002654893,0.0020212065,0.9505365,0.00007174822],"about_ca_topic_score_codex":0.0011763144,"about_ca_topic_score_gemma":0.0068793753,"teacher_disagreement_score":0.91197306,"about_ca_system_score_codex":0.00023984283,"about_ca_system_score_gemma":0.00007927698,"threshold_uncertainty_score":0.5384579},"labels":[],"label_agreement":null},{"id":"W2342156621","doi":"10.24910/jsustain/2.1/312","title":"Carbon Capture and Storage: Risk and Public Perception","year":2014,"lang":"en","type":"article","venue":"International Journal of Sustainable Future for Human Security","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Alberta","keywords":"Damages; Liability; Carbon capture and storage (timeline); Risk perception; Perception; Business; Risk assessment; Risk analysis (engineering); Accident (philosophy); Environmental science; Environmental planning; Forensic engineering; Natural resource economics; Computer science; Engineering; Finance; Climate change; Computer security; Economics; Political science; Law; Oceanography; Psychology","score_opus":0.007846416426127992,"score_gpt":0.2891531624259396,"score_spread":0.2813067459998116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342156621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843504,0.0002559685,0.0018791109,0.0072662374,0.0007529861,0.00024695657,0.0000056481604,0.00001980638,0.00522292],"genre_scores_gemma":[0.9951653,0.0006868924,0.00019889453,0.00020301272,0.002484198,0.0000056530184,0.000004992153,0.000008151333,0.0012429374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988422,0.00016373946,0.00022211901,0.0001341252,0.00042856357,0.00020926456],"domain_scores_gemma":[0.9985072,0.000044270993,0.00027899334,0.00006161826,0.000962676,0.0001452342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014442048,0.00009217912,0.00013884154,0.00022584882,0.000434246,0.00029506185,0.0002213149,0.00009549063,0.00008542451],"category_scores_gemma":[0.00024156169,0.00008336355,0.0000678871,0.00006286527,0.00015434648,0.00043907468,0.00006189543,0.00021743296,4.0706044e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009910859,0.00012837673,0.0099932635,0.00006106856,0.00011109136,0.000022366023,0.06465363,0.00000871048,0.000053306827,0.9013737,0.0069827912,0.016512606],"study_design_scores_gemma":[0.00086158986,0.00012257467,0.015683208,0.00001154004,0.000037903246,0.000010273987,0.14439744,0.000105094856,9.797955e-7,0.0679698,0.7706805,0.00011909796],"about_ca_topic_score_codex":0.001322025,"about_ca_topic_score_gemma":0.0012671751,"teacher_disagreement_score":0.8334039,"about_ca_system_score_codex":0.00023392671,"about_ca_system_score_gemma":0.0000607069,"threshold_uncertainty_score":0.3399467},"labels":[],"label_agreement":null},{"id":"W2343171978","doi":"10.1016/j.envint.2016.03.027","title":"Using GRADE to respond to health questions with different levels of urgency","year":2016,"lang":"en","type":"article","venue":"Environment International","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Health Sciences Centre","funders":"","keywords":"Certainty; Grading (engineering); Trustworthiness; Evidence-based practice; Evidence-based medicine; Narrative; Empirical evidence; Systematic review; Narrative review; Psychology; Best evidence; Quality of evidence; Computer science; MEDLINE; Medicine; Medical education; Social psychology; Alternative medicine; Meta-analysis; Political science; Engineering; Epistemology; Pathology; Psychotherapist","score_opus":0.09288464501225589,"score_gpt":0.37959607546511726,"score_spread":0.28671143045286135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343171978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83165073,0.000007764209,0.11998391,0.044489216,0.00031252415,0.00041801846,0.000075745826,0.000021579552,0.0030405226],"genre_scores_gemma":[0.98562944,0.000088819164,0.004225246,0.00054004055,0.000092056645,0.00002086613,0.000001906295,0.00000610646,0.009395527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990146,0.00007533631,0.00015203716,0.00015488497,0.00046478063,0.00013832875],"domain_scores_gemma":[0.99965566,0.00002420733,0.00005743713,0.00010339255,0.0000112216485,0.00014807207],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021825681,0.000060068178,0.000072646995,0.00011265489,0.00010649374,0.000012183268,0.00016018355,0.00001497955,0.0035208585],"category_scores_gemma":[0.000025012678,0.00004174677,0.000025055439,0.0000499666,0.00005437409,0.00007216015,0.00006039259,0.000020944499,0.000101621656],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037835402,0.0020781625,0.11374293,0.00002152685,0.00032935248,0.000009838481,0.07720146,0.0073633697,0.07676946,0.41244954,0.020925296,0.2887307],"study_design_scores_gemma":[0.00036567322,0.00018682549,0.36641487,0.00010526145,0.0000072619205,4.7297223e-7,0.0012905188,0.000016287875,0.0006560819,0.0008326092,0.6299507,0.00017343757],"about_ca_topic_score_codex":0.00032714792,"about_ca_topic_score_gemma":0.00022788013,"teacher_disagreement_score":0.6090254,"about_ca_system_score_codex":0.0004341361,"about_ca_system_score_gemma":0.000030472915,"threshold_uncertainty_score":0.99739003},"labels":[],"label_agreement":null},{"id":"W2343320245","doi":"10.1108/ijpsm-10-2015-0172","title":"Support, opposition, emotion and contentious issue risk perception","year":2016,"lang":"en","type":"article","venue":"International Journal of Public Sector Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; University of Saskatchewan","funders":"","keywords":"Opposition (politics); Perception; Risk perception; Originality; Social psychology; Exploratory research; Psychology; Public relations; Political science; Sociology; Politics; Social science; Law","score_opus":0.028734054877438835,"score_gpt":0.31043153998790146,"score_spread":0.2816974851104626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343320245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65316904,0.00010188928,0.15220182,0.08923064,0.008034957,0.0006557365,0.000036936595,0.00013387819,0.096435115],"genre_scores_gemma":[0.9835235,0.0046704416,0.0007779073,0.00064731133,0.0009484073,0.000006317434,0.000004719049,0.000009265918,0.00941217],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814904,0.0002494636,0.00038782222,0.00015697921,0.0008696476,0.00018704231],"domain_scores_gemma":[0.99873763,0.00004034429,0.0003966417,0.00009061505,0.0005752182,0.00015957282],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015493362,0.0000942163,0.00011451103,0.00043431972,0.00017198361,0.00026888459,0.00035338502,0.000045590194,0.005814962],"category_scores_gemma":[0.00012560155,0.00007072879,0.00010013076,0.00009913156,0.00013525193,0.0008439509,0.00008472518,0.00007169566,0.00013142197],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051653114,0.00020386794,0.010755395,0.000009055314,0.0004516145,0.00006016661,0.0045273122,0.0000030219594,0.0005300499,0.04974094,0.055553053,0.87811387],"study_design_scores_gemma":[0.0014442528,0.00011605405,0.11984625,0.000053783497,0.000058948484,0.000019086761,0.008931002,0.000012640148,0.0000076034175,0.002940344,0.866438,0.0001320948],"about_ca_topic_score_codex":0.00017607286,"about_ca_topic_score_gemma":0.00016618172,"teacher_disagreement_score":0.8779818,"about_ca_system_score_codex":0.00040357368,"about_ca_system_score_gemma":0.000034207464,"threshold_uncertainty_score":0.9950939},"labels":[],"label_agreement":null},{"id":"W2375498095","doi":"","title":"Conceptions plurielles du risque dans le contexte d’une controverse actuelle en santé environnementale","year":2015,"lang":"fr","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.17815282129727228,"score_gpt":0.5218502743808658,"score_spread":0.34369745308359356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375498095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6556031,0.042111613,0.010098836,0.014801573,0.0054330323,0.0023264606,0.00037172154,0.00011978146,0.26913384],"genre_scores_gemma":[0.8983167,0.072758175,0.00024293196,0.0008552022,0.0008387359,0.000075128206,0.00002797157,0.0000573849,0.026827807],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944255,0.0018428649,0.0011347834,0.00064821355,0.0012059517,0.00074270397],"domain_scores_gemma":[0.99670035,0.0005201178,0.0010605269,0.0005541856,0.00031535604,0.0008494781],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033130797,0.00049280043,0.0009502051,0.0003927933,0.0016841025,0.0013829417,0.0028768985,0.00026417206,0.045534637],"category_scores_gemma":[0.00045965365,0.000511917,0.00040988918,0.0009961303,0.0023376164,0.0039677024,0.0012343831,0.00050025695,0.0005400141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035233612,0.0022818418,0.065846145,0.00008403091,0.0008577682,0.00012748275,0.06843813,0.002828935,0.015542181,0.02279603,0.7640042,0.056840967],"study_design_scores_gemma":[0.0025350447,0.0000379213,0.086411126,0.00023569675,0.00024389666,0.000006133739,0.07031638,0.0003799252,0.000876305,0.0067725587,0.83152753,0.0006574966],"about_ca_topic_score_codex":0.06188403,"about_ca_topic_score_gemma":0.008436117,"teacher_disagreement_score":0.24271353,"about_ca_system_score_codex":0.0008489863,"about_ca_system_score_gemma":0.00050829194,"threshold_uncertainty_score":0.99973327},"labels":[],"label_agreement":null},{"id":"W2402619010","doi":"10.1111/j.1539-6924.2011.01788.x","title":"From the Editors","year":2012,"lang":"en","type":"editorial","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Assertion; Meaning (existential); Perspective (graphical); Population; Value (mathematics); Impossibility; Psychology; Government (linguistics); Epistemology; Computer science; Sociology; Statistics; Philosophy; Political science; Mathematics; Artificial intelligence; Law; Demography","score_opus":0.010104837319353003,"score_gpt":0.31979146694172705,"score_spread":0.30968662962237403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402619010","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008697919,0.00040594867,0.00052323914,0.0011803168,0.9848526,0.00013021046,0.00033913177,0.000088029396,0.012393546],"genre_scores_gemma":[0.00089057186,0.007040226,0.000069002104,0.000042044077,0.9755353,0.000022082724,0.00055650674,0.0000149187235,0.015829364],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967819,0.0007551172,0.00025111446,0.00033314028,0.0015246077,0.00035412615],"domain_scores_gemma":[0.9976633,0.0011402485,0.00032129718,0.0005791105,0.0001495252,0.00014649774],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017625663,0.0001817866,0.0003743044,0.00016411341,0.00093227415,0.00024453827,0.0007729326,0.00053052633,0.0062586674],"category_scores_gemma":[0.0009854098,0.00012452147,0.0006582249,0.0010720008,0.0002047495,0.00011409673,0.00010753439,0.0005600466,0.0014119532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023329915,0.000019380956,0.0010300853,7.515973e-7,0.0014424928,3.5872915e-7,0.008700271,0.000018569835,3.7260556e-8,0.000039310577,0.98510826,0.0036381658],"study_design_scores_gemma":[0.000052483258,0.0000022537026,0.0010434868,0.0000031591908,0.0075511457,4.7091037e-10,0.0042062867,0.000015134044,4.6736798e-8,0.00020100153,0.986761,0.00016404857],"about_ca_topic_score_codex":0.2197173,"about_ca_topic_score_gemma":0.044708725,"teacher_disagreement_score":0.17500857,"about_ca_system_score_codex":0.00019546626,"about_ca_system_score_gemma":0.00013245593,"threshold_uncertainty_score":0.99936557},"labels":[],"label_agreement":null},{"id":"W2404839742","doi":"10.7202/1034550ar","title":"La Campagne pour le désarmement nucléaire en Grande-Bretagne : ses membres, ses engagements moraux, ses politiques","year":2016,"lang":"fr","type":"article","venue":"International Review of Community Development","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.0665483924236221,"score_gpt":0.37807094024604215,"score_spread":0.31152254782242006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404839742","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23472507,0.056587145,0.0041951425,0.38660562,0.0031336215,0.0023847942,0.0002947303,0.00025526682,0.3118186],"genre_scores_gemma":[0.6736674,0.27290726,0.002967745,0.0035070714,0.00015767514,0.00012283341,0.000080733065,0.000028185863,0.046561163],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928704,0.004095665,0.0011247956,0.000249686,0.0012215367,0.0004379176],"domain_scores_gemma":[0.99722004,0.0008793642,0.00054699485,0.00048108445,0.0006700148,0.000202505],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0049857437,0.00037469514,0.0005755339,0.00019795238,0.00065509224,0.00008433859,0.001498764,0.00012999073,0.0072214096],"category_scores_gemma":[0.0008360475,0.00030640958,0.00024510387,0.00025382976,0.0005353666,0.0005272006,0.0008730018,0.00040713474,0.00036233518],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022530912,0.0013741953,0.0008041489,0.0030792507,0.00065293413,0.0000093714,0.026843596,0.000002411948,0.00010536255,0.07644487,0.13867596,0.7519854],"study_design_scores_gemma":[0.0007421269,0.000052513147,0.026521524,0.0117566865,0.000080830854,0.000005092575,0.008793592,0.0000016957138,0.00045495233,0.0031439962,0.94809175,0.00035526603],"about_ca_topic_score_codex":0.007415688,"about_ca_topic_score_gemma":0.0020916525,"teacher_disagreement_score":0.80941576,"about_ca_system_score_codex":0.0009809233,"about_ca_system_score_gemma":0.0009285603,"threshold_uncertainty_score":0.9999388},"labels":[],"label_agreement":null},{"id":"W2410146536","doi":"10.1016/s1701-2163(16)31028-3","title":"Too Much Disclosure of Product Risks? CBC Television, SOGC, and Diane-35","year":2003,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University; McGill University; University of British Columbia","funders":"","keywords":"Medicine; Medical emergency","score_opus":0.022427803074451573,"score_gpt":0.2787459630167075,"score_spread":0.25631815994225593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410146536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97828704,0.0058258586,0.000031558007,0.0021048386,0.0053192964,0.0001649331,0.00000790827,0.0000029861935,0.00825555],"genre_scores_gemma":[0.9951566,0.0034440497,0.0003154686,0.00021684787,0.00002986281,8.8325464e-7,4.525027e-7,0.0000046233927,0.00083121326],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988266,0.00017508844,0.00033966824,0.000117676405,0.00034283928,0.0001980774],"domain_scores_gemma":[0.99863696,0.00055496546,0.00031025536,0.00008312004,0.00022950444,0.00018516518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006365797,0.00007928784,0.00023794203,0.00014698847,0.0002230362,0.00003156614,0.0001148047,0.00006268343,0.0003405005],"category_scores_gemma":[0.004050763,0.00006445335,0.000034290508,0.00031532676,0.00016240866,0.00010809934,0.000024591327,0.00015719875,3.3114597e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004483457,0.0001599931,0.5547056,0.000068621615,0.00013404037,0.00036216728,0.0034026618,0.000049897473,0.000026553285,0.012973597,0.06395023,0.36416212],"study_design_scores_gemma":[0.000602209,0.00012286175,0.3644949,0.0000036896156,0.000045961235,0.0000062037984,0.0068524103,0.000003367682,0.000019427203,0.0006493865,0.6270947,0.00010488877],"about_ca_topic_score_codex":0.03446756,"about_ca_topic_score_gemma":0.131204,"teacher_disagreement_score":0.56314445,"about_ca_system_score_codex":0.00024404621,"about_ca_system_score_gemma":0.0008698882,"threshold_uncertainty_score":0.971962},"labels":[],"label_agreement":null},{"id":"W2417058468","doi":"10.1177/082585970502100303","title":"Global Sorrow following Catastrophic Loss","year":2005,"lang":"en","type":"editorial","venue":"Journal of Palliative Care","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Sorrow; Psychology; Intensive care medicine; Medicine; Social psychology","score_opus":0.01987544020945624,"score_gpt":0.37774586344062944,"score_spread":0.3578704232311732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417058468","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013888057,0.0026796644,0.00049712387,0.00096431014,0.9833752,0.00020489856,0.00020767527,0.000024960713,0.010657395],"genre_scores_gemma":[0.021074992,0.004058225,0.000675412,0.00009236283,0.97203726,0.0000039475217,0.000060266426,0.00002043307,0.0019771345],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966235,0.00027073215,0.00051769504,0.00020959102,0.0020225798,0.00035587227],"domain_scores_gemma":[0.9974398,0.00013994437,0.00083394203,0.00014511163,0.0012068793,0.00023434391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006118962,0.00023205788,0.0004923795,0.00012071644,0.00034629478,0.0001768768,0.0006569112,0.0004629383,0.00021299749],"category_scores_gemma":[0.0009781623,0.00020982465,0.0006162861,0.00025660815,0.00013298524,0.0002398247,0.00007268213,0.00062899914,0.00005692476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024085355,0.000025272737,0.0011795906,0.000029117638,0.00014117201,0.00012611935,0.011786819,0.000058505324,4.5852903e-7,0.0001830389,0.9819554,0.0044904067],"study_design_scores_gemma":[0.0005533526,0.000097353804,0.00119195,0.00024549305,0.00018052274,1.225996e-7,0.019499443,4.487642e-7,2.7887165e-7,0.00011981601,0.9779174,0.00019385549],"about_ca_topic_score_codex":0.000400289,"about_ca_topic_score_gemma":0.0045049647,"teacher_disagreement_score":0.019686185,"about_ca_system_score_codex":0.0023358273,"about_ca_system_score_gemma":0.0012228715,"threshold_uncertainty_score":0.85564005},"labels":[],"label_agreement":null},{"id":"W2417453524","doi":"10.5558/tfc2016-035","title":"Facilitating knowledge transfer between researchers and wildfire practitioners about trust: An international case study","year":2016,"lang":"en","type":"article","venue":"The Forestry Chronicle","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; Canadian Forest Service; University of Alberta","funders":"Joint Fire Science Program","keywords":"Knowledge transfer; Context (archaeology); Knowledge management; Process (computing); Business; Public relations; Computer science; Political science","score_opus":0.10606042980705267,"score_gpt":0.42159995823819807,"score_spread":0.3155395284311454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417453524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899392,0.000038006925,0.00018754695,0.0029867063,0.00008421234,0.00037825463,0.000011985853,0.000054200667,0.00631986],"genre_scores_gemma":[0.99721235,0.000111632915,0.000028926297,0.000030111483,0.00023140392,0.000033670243,0.0000017319999,0.0000072785506,0.0023428996],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9988511,0.0003527992,0.00012766522,0.00018758832,0.0002573317,0.00022348066],"domain_scores_gemma":[0.9994531,0.00020562639,0.0000205423,0.00016805953,0.000035228306,0.000117409545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012315043,0.00006809102,0.00006614952,0.000038161386,0.00067084364,0.00010065967,0.00022354625,0.00003691294,0.00028978926],"category_scores_gemma":[0.00012045215,0.00004247513,0.0000261545,0.000099554076,0.00038156952,0.0005677534,0.000049830935,0.00009923013,0.000047463953],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050575938,0.00034733984,0.1678865,0.000011472477,0.00013027345,0.000099946585,0.37375036,0.000016354488,0.0001349065,0.005228839,0.0012544822,0.45108894],"study_design_scores_gemma":[0.0024686335,0.00042589533,0.24901927,0.000042744417,0.00005327639,0.000022205813,0.5895771,0.00029865993,0.000020367484,0.00094466616,0.15684626,0.00028096634],"about_ca_topic_score_codex":0.0045231255,"about_ca_topic_score_gemma":0.008777386,"teacher_disagreement_score":0.450808,"about_ca_system_score_codex":0.00018710579,"about_ca_system_score_gemma":0.0000941149,"threshold_uncertainty_score":0.6837643},"labels":[],"label_agreement":null},{"id":"W2418381817","doi":"10.1177/0840470416644384","title":"Shaping risky choices","year":2016,"lang":"en","type":"review","venue":"Healthcare Management Forum","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Business","score_opus":0.13825161369461314,"score_gpt":0.4523929289239551,"score_spread":0.31414131522934197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418381817","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.8471893e-8,0.7785405,0.00033122057,0.006929733,0.0014237283,0.0023133513,0.000025239367,0.0003460601,0.21009012],"genre_scores_gemma":[0.0000026572282,0.9243579,0.0002770625,0.0013769241,0.000646729,0.0005378619,0.00004630032,0.00006666256,0.072687894],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957218,0.0006628929,0.0007731201,0.0007982317,0.0008428195,0.0012011387],"domain_scores_gemma":[0.99831235,0.00009105619,0.0005054469,0.0006773647,0.000065864304,0.00034788818],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012652006,0.00046304186,0.0010537973,0.00056457386,0.0011895713,0.0002351695,0.0009594801,0.0003322034,0.0015733379],"category_scores_gemma":[0.000029908317,0.00036407713,0.0005549718,0.000581122,0.00017758334,0.00024071227,0.00048606296,0.00029228767,0.0038416118],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010635131,0.000017792783,0.0000043447344,0.008533125,0.000089976216,0.000012722576,0.0002301626,3.4042525e-8,2.5978036e-10,0.15298206,0.034232013,0.8038967],"study_design_scores_gemma":[0.00012377686,0.00002097067,0.0000062340137,0.011006752,0.00017819884,4.938196e-7,0.0017119799,3.9008964e-7,1.2769702e-9,0.0009238905,0.98560643,0.00042090414],"about_ca_topic_score_codex":0.0016638045,"about_ca_topic_score_gemma":0.003496008,"teacher_disagreement_score":0.9513744,"about_ca_system_score_codex":0.0008174001,"about_ca_system_score_gemma":0.00017450929,"threshold_uncertainty_score":0.99988115},"labels":[],"label_agreement":null},{"id":"W2434154436","doi":"","title":"Canada and the U.S.\" Rabe sets the context by comparing federalism in each coun- try with respect to hazardous waste management. Nevertheless, noting the strong signs of convergence, he provides a single set of recommendations for both. First, begin a dialogue with the \"creation of early, open, and extensive provisions for public participation\" (154). Second, use only voluntary siting, not \"a top-down site","year":2016,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hazardous waste; Convergence (economics); Context (archaeology); Federalism; Economics; Political science; Engineering; Waste management; Geography; Law; Macroeconomics","score_opus":0.053156771004581896,"score_gpt":0.2991756455664345,"score_spread":0.24601887456185262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2434154436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9147992,0.000017367349,0.005259018,0.074246325,0.000031371852,0.004978278,0.00029730436,0.000007936444,0.00036320827],"genre_scores_gemma":[0.99612164,0.000030268542,0.0004312803,0.0011868135,0.000017718085,0.0005167653,0.000028269207,0.000011859247,0.0016554047],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99833953,0.00038087132,0.0004202603,0.00027066513,0.0003196144,0.00026907894],"domain_scores_gemma":[0.99706614,0.0018556248,0.00041843834,0.0002660745,0.00033697346,0.0000567503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016104302,0.00013995546,0.00028323082,0.000056048288,0.00090973557,0.00027939482,0.00034158508,0.000027402191,0.000029495724],"category_scores_gemma":[0.00024096559,0.00005945893,0.000031977565,0.00024264923,0.0005062599,0.00046489344,0.00016087621,0.00006469714,1.1157755e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005608583,0.00045925513,0.33558688,0.0003817002,0.0012088701,0.0000022866666,0.3017996,0.001126158,0.0011541733,0.13843447,0.16137628,0.05286174],"study_design_scores_gemma":[0.017810404,0.0019485292,0.16160989,0.0010135445,0.0007138045,0.0000036118397,0.59431136,0.012211261,0.0008882623,0.00080155366,0.20771997,0.00096784346],"about_ca_topic_score_codex":0.4398727,"about_ca_topic_score_gemma":0.9783597,"teacher_disagreement_score":0.538487,"about_ca_system_score_codex":0.00009398575,"about_ca_system_score_gemma":0.0002465119,"threshold_uncertainty_score":0.69970423},"labels":[],"label_agreement":null},{"id":"W2439581544","doi":"10.1371/journal.pone.0157652","title":"Two Paradigmatic Waves of Public Discourse on Nuclear Waste in the United States, 1945-2009: Understanding a Magnitudinal and Longitudinal Phenomenon in Anthropological Terms","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Fieldnotes; Sociocultural evolution; Phenomenon; Harm; Empirical research; Politics; Documentation; Sociology; Presidency; Ethnography; Social science; Political science; Epistemology; Anthropology; Law","score_opus":0.21061809403946477,"score_gpt":0.34446246024534133,"score_spread":0.13384436620587656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2439581544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810414,0.00002804655,0.00007554088,0.012692955,0.000017305443,0.00032017697,0.000006606331,0.000018049781,0.0057999254],"genre_scores_gemma":[0.9981415,0.0014620001,0.00008584262,0.0001392308,0.000035444093,0.000011520789,0.0000028987788,0.0000062034483,0.00011530861],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99858856,0.00036368048,0.00020280221,0.00018192454,0.00037746015,0.0002855748],"domain_scores_gemma":[0.9995614,0.00016307893,0.000076552475,0.00012473649,0.000013630011,0.000060573708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000825826,0.00009134103,0.00017569184,0.00023680186,0.00017824913,0.000067397275,0.0001727355,0.000032689535,0.00032445134],"category_scores_gemma":[0.00008394851,0.000052405794,0.00001918561,0.00037493958,0.00079232256,0.00017122822,0.000045734865,0.00009459688,0.000011799902],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001822733,0.005704285,0.14219002,0.00013411777,0.00013161807,0.000060680086,0.094061024,0.000021704775,0.00068077724,0.7524009,0.00038890756,0.004043731],"study_design_scores_gemma":[0.005547123,0.001573093,0.18348804,0.00144832,0.00014865813,0.0000020503226,0.73491454,0.001298768,0.000032292497,0.06979639,0.0010674528,0.0006832849],"about_ca_topic_score_codex":0.0010079618,"about_ca_topic_score_gemma":0.0032028845,"teacher_disagreement_score":0.6826045,"about_ca_system_score_codex":0.00018312047,"about_ca_system_score_gemma":0.000015096644,"threshold_uncertainty_score":0.35525146},"labels":[],"label_agreement":null},{"id":"W2464641201","doi":"10.1097/spc.0000000000000223","title":"A positive risk approach when clients choose to live at risk: a palliative case discussion","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Supportive and Palliative Care","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Home and Community Care Support Services; University of Toronto","funders":"","keywords":"Risk management; Paternalism; Harm; Due diligence; Risk analysis (engineering); Contingency; Contingency plan; Perspective (graphical); Risk assessment; Value (mathematics); Medicine; Risk management plan; Plan (archaeology); IT risk management; Business; Psychology; Social psychology; Computer science; Computer security; Economics","score_opus":0.13446934448200615,"score_gpt":0.4456900637233607,"score_spread":0.3112207192413545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2464641201","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032680857,0.98173386,0.00093588233,0.00013521255,0.00273671,0.0060773944,0.005839896,0.00007495203,0.0021392612],"genre_scores_gemma":[0.00046592532,0.99510884,0.00019281254,0.000027436625,0.00066042156,0.0012016641,0.0010833205,0.000059233673,0.0012003185],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99311507,0.002762227,0.0010230485,0.0015313753,0.0007308193,0.00083745434],"domain_scores_gemma":[0.99672586,0.00044002,0.00130829,0.00040917838,0.00044730428,0.0006693658],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008569055,0.00082771806,0.0015445194,0.00049985904,0.0010786057,0.00014383343,0.00040487509,0.0004163292,0.00073977973],"category_scores_gemma":[0.00059084815,0.00051689247,0.00056604174,0.00053066877,0.0004225561,0.00027289306,0.0006517929,0.0007983578,0.00066458154],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004807806,0.00015314847,0.008421652,0.002506657,0.00013098486,0.000023002109,0.20489894,5.676444e-7,5.023699e-9,0.00035070954,0.0049396884,0.77852654],"study_design_scores_gemma":[0.00068711763,0.00014134968,0.0049224994,0.014895178,0.00023904466,0.00000191773,0.046191618,0.0000026317723,5.2752934e-8,0.00017036051,0.93193954,0.0008086611],"about_ca_topic_score_codex":0.00070092117,"about_ca_topic_score_gemma":0.0005715202,"teacher_disagreement_score":0.92699987,"about_ca_system_score_codex":0.0018939505,"about_ca_system_score_gemma":0.0003512432,"threshold_uncertainty_score":0.99972826},"labels":[],"label_agreement":null},{"id":"W2465514017","doi":"10.1111/cjag.12110","title":"Expert and Lay Public Risk Preferences Regarding Plants with Novel Traits","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Framing (construction); Risk perception; Framing effect; Multinational corporation; Perception; Marketing; Corporation; Public relations; Social psychology; Business; Public economics; Psychology; Economics; Political science; Persuasion; Engineering","score_opus":0.04233448525411965,"score_gpt":0.1977135420045297,"score_spread":0.15537905675041006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465514017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790381,0.00016960876,0.000038208167,0.012507726,0.00057318097,0.00020120395,0.00015595579,0.000011692554,0.00730432],"genre_scores_gemma":[0.9956111,0.0015786644,0.00024732584,0.0002844654,0.0006905736,0.000008958656,0.000004022309,0.000013231086,0.0015616713],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983417,0.0000731657,0.0004789852,0.00031047637,0.00002548953,0.0007702201],"domain_scores_gemma":[0.99704486,0.00011664792,0.00053457706,0.00011282455,0.00014655454,0.0020445543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061984285,0.00021808244,0.0003795633,0.0002819234,0.0006059232,0.00033594214,0.00043311884,0.00011400489,0.0004860063],"category_scores_gemma":[0.00012141272,0.00013539327,0.00010320801,0.00007624119,0.00032616,0.0011812832,0.000017076592,0.00015636711,0.000015928286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002655407,0.00010437653,0.10449762,0.00005664861,0.0017304692,0.00016380029,0.09688944,0.0005585541,0.0006500451,0.27263168,0.04811494,0.4743369],"study_design_scores_gemma":[0.00206977,0.00040825407,0.3208319,0.00021028327,0.000054720535,0.00026736152,0.036376182,0.0000058264413,0.000022821132,0.0018651185,0.6371118,0.0007759789],"about_ca_topic_score_codex":0.08776776,"about_ca_topic_score_gemma":0.9771675,"teacher_disagreement_score":0.8893997,"about_ca_system_score_codex":0.0014035174,"about_ca_system_score_gemma":0.00084186,"threshold_uncertainty_score":0.9183069},"labels":[],"label_agreement":null},{"id":"W2471007548","doi":"10.1016/j.pmedr.2016.07.005","title":"Smokers' and e-cigarette users' perceptions of modified risk warnings for e-cigarettes","year":2016,"lang":"en","type":"article","venue":"Preventive Medicine Reports","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Center for Tobacco Products; National Institute of Environmental Health Sciences; National Cancer Institute; U.S. Food and Drug Administration","keywords":"Smokeless tobacco; SAFER; Medicine; Product (mathematics); Framing (construction); Population; Environmental health; Tobacco control; Tobacco product; Advertising; Perception; Electronic cigarette; Psychology; Internet privacy; Business; Computer security; Public health; Engineering; Tobacco use; Computer science","score_opus":0.020396354028096763,"score_gpt":0.321964916037115,"score_spread":0.30156856200901827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471007548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.959993,0.00014367267,0.023538185,0.007172666,0.00042835582,0.0009277521,0.000011290541,0.000077846875,0.0077072247],"genre_scores_gemma":[0.9869984,0.0014343923,0.00016840456,0.00009437268,0.0002244269,0.00009139165,0.0000061532883,0.000012348666,0.010970146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984059,0.00017905133,0.00042727037,0.00033919758,0.000402606,0.00024600778],"domain_scores_gemma":[0.99869853,0.00027456967,0.00044441214,0.00022219172,0.00021910889,0.00014120339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019184212,0.00012368611,0.0002762487,0.00012995742,0.00031485118,0.000010045811,0.00008682886,0.000073283416,0.0005865517],"category_scores_gemma":[0.0015289246,0.00008229664,0.000096584496,0.00013000831,0.0007333737,0.00016937753,0.000049842187,0.00006849104,0.0000014960011],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000903923,0.00018433246,0.534327,0.00010523903,0.00038408538,0.000029256482,0.116203755,0.000003999515,0.0036484636,0.008625091,0.057671238,0.2787272],"study_design_scores_gemma":[0.001731843,0.00037781015,0.8053055,0.00064360205,0.00055601395,0.000009099273,0.022282207,0.000040684565,0.00027173274,0.017553922,0.15083219,0.00039539766],"about_ca_topic_score_codex":0.0010689097,"about_ca_topic_score_gemma":0.00023545779,"teacher_disagreement_score":0.2783318,"about_ca_system_score_codex":0.0000669082,"about_ca_system_score_gemma":0.00004992188,"threshold_uncertainty_score":0.64223295},"labels":[],"label_agreement":null},{"id":"W2473176264","doi":"10.1080/10807030590919927","title":"On the Even Greater Need for Precaution Under Global Change","year":2005,"lang":"en","type":"article","venue":"Human and Ecological Risk Assessment An International Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Risk analysis (engineering); Environmental planning; Environmental science; Business","score_opus":0.13656015012854442,"score_gpt":0.44340751328282,"score_spread":0.30684736315427563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2473176264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9512158,0.000006383523,0.0022713232,0.028692909,0.0005392835,0.0003684153,0.000016546493,0.000033819368,0.016855517],"genre_scores_gemma":[0.9934919,0.00031051406,0.0005571373,0.003112395,0.0015011275,0.000056940942,0.000011136081,0.000003303764,0.00095553213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989193,0.00022127955,0.00016462638,0.00014454522,0.00036366284,0.00018660496],"domain_scores_gemma":[0.99953413,0.00007035192,0.00012211509,0.000054555912,0.0001117273,0.00010712175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009924778,0.00008084541,0.00007479592,0.000041936146,0.0010506369,0.00043703962,0.00026551375,0.00006263651,0.0024743553],"category_scores_gemma":[0.000047143953,0.000050625407,0.00007166352,0.000032462503,0.00010645674,0.00037125344,0.00004304919,0.00015413949,0.000027818725],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056570498,0.00037834528,0.040993273,6.956411e-7,0.000080109065,0.0000025280992,0.0017778955,0.0000803153,0.000009314689,0.9137111,0.008819882,0.034089986],"study_design_scores_gemma":[0.00057085045,0.00031596675,0.82593244,0.0000068090953,0.000019710169,0.0000025963343,0.0020529528,0.0008413534,4.0735753e-7,0.06880336,0.101361014,0.0000925265],"about_ca_topic_score_codex":0.00008587929,"about_ca_topic_score_gemma":0.0010247141,"teacher_disagreement_score":0.8449077,"about_ca_system_score_codex":0.00039287715,"about_ca_system_score_gemma":0.000024375571,"threshold_uncertainty_score":0.9984375},"labels":[],"label_agreement":null},{"id":"W2487474557","doi":"10.1007/978-1-4020-4519-6_99","title":"Should We Try to Relieve Clear Cases of Suffering in Nature?","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Psychoanalysis; History; Aesthetics; Philosophy","score_opus":0.11396965500743954,"score_gpt":0.3905251166071896,"score_spread":0.27655546159975003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487474557","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00079011626,0.00016616465,0.000051864336,0.0016760114,0.00031744855,0.00032038343,0.0000035573023,0.00005300512,0.99662143],"genre_scores_gemma":[0.050210323,0.0030339488,0.00059766916,0.0015064724,0.00021533157,0.0000032055932,0.0000030208641,0.0000226561,0.94440734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885833,0.000017338862,0.0002569486,0.00023217507,0.00043356413,0.00020163227],"domain_scores_gemma":[0.9995609,0.00006208978,0.00006413114,0.00016953413,0.000045483757,0.000097848184],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048567998,0.0001331306,0.0002257096,0.0003039612,0.00006185282,0.000021698701,0.00020132934,0.0004588284,0.0041728066],"category_scores_gemma":[0.00004908469,0.00012665153,0.00009044022,0.00006726895,0.00008450515,0.000049621198,0.000088858455,0.00036143107,0.00021254881],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004191516,0.000020623169,0.000044248936,0.000032863958,0.000014458302,0.000054144613,0.004840836,0.000009847929,0.00000799054,0.94010663,0.027597638,0.027228806],"study_design_scores_gemma":[0.000067427936,0.000042116964,0.00026979018,0.00011030432,0.00000830317,3.5942378e-7,0.0021604497,9.725459e-7,0.0000064701967,0.0018589004,0.9953146,0.00016027952],"about_ca_topic_score_codex":0.0030976129,"about_ca_topic_score_gemma":0.04896994,"teacher_disagreement_score":0.967717,"about_ca_system_score_codex":0.00014881168,"about_ca_system_score_gemma":0.00004401495,"threshold_uncertainty_score":0.99673754},"labels":[],"label_agreement":null},{"id":"W2487941432","doi":"10.1108/s0196-1152(2013)0000021011","title":"When Recreancy Becomes the Norm: Emergency Response Planning and The Case of Tar Sands Upgrading in the Alberta Industrial Heartland","year":2013,"lang":"en","type":"book-chapter","venue":"Research in social problems and public policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency response; Situational ethics; Normative; Norm (philosophy); Hazardous waste; Oil sands; Emergency planning; Operations management; Frame (networking); Environmental planning; Political science; Operations research; Business; Emergency management; Engineering; Geography; Law; Waste management; Archaeology","score_opus":0.2634814188698926,"score_gpt":0.43188240019307045,"score_spread":0.16840098132317782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487941432","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072317354,0.0020413324,0.0000014043189,0.22954662,0.00015818977,0.0032135728,0.000028841963,0.00001496242,0.69267774],"genre_scores_gemma":[0.8476506,0.00880129,0.000006301548,0.00025742484,0.0019300776,0.00026472128,0.0000097440225,0.000032969412,0.14104687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995118,0.0026479359,0.00052985846,0.00031523817,0.00068226183,0.0007066615],"domain_scores_gemma":[0.99759406,0.0017007216,0.00018988298,0.00025500046,0.00012541574,0.00013489094],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015987704,0.0001991057,0.00036574085,0.0005903998,0.0017567687,0.00041154862,0.0005333352,0.00036235905,0.0005265184],"category_scores_gemma":[0.0011912582,0.000110266716,0.00009541739,0.00045119383,0.0017814935,0.00024203176,0.00032602527,0.0012445198,0.000007354118],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001634942,0.000026666916,0.00097161165,0.00004134446,0.000044905755,0.000020670777,0.16803472,7.6725416e-7,9.16542e-7,0.76043284,0.043639265,0.026622826],"study_design_scores_gemma":[0.0011064922,0.00006409163,0.0009773553,0.00010211116,0.000010586421,0.000010433189,0.015999889,0.000028728684,3.10333e-8,0.19326189,0.78828067,0.0001577213],"about_ca_topic_score_codex":0.3380413,"about_ca_topic_score_gemma":0.08982508,"teacher_disagreement_score":0.7753333,"about_ca_system_score_codex":0.00017433034,"about_ca_system_score_gemma":0.0005505815,"threshold_uncertainty_score":0.99954283},"labels":[],"label_agreement":null},{"id":"W2492526158","doi":"10.1057/9781137495570_3","title":"Risk Society and Systematic Social Theory","year":2016,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Risk society; Social theory; Criticism; Risk theory; Sociology; Structuring; Contemporary society; Epistemology; Social science; Political science; Law; Economics; Philosophy; Actuarial science","score_opus":0.019517005071603193,"score_gpt":0.26537700163254696,"score_spread":0.24585999656094376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2492526158","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005162769,0.00062169624,0.00042425093,0.00016451669,0.00034649624,0.0011129965,0.000080710466,0.00016779707,0.9970299],"genre_scores_gemma":[0.79577035,0.0019323488,0.000077897355,0.00032158295,0.0008015085,0.00005120272,0.0000051258658,0.00005744128,0.20098257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977914,0.0002964015,0.00042057718,0.0004723734,0.00060583075,0.00041343606],"domain_scores_gemma":[0.99873054,0.0002383079,0.00044312674,0.00031112632,0.00009754412,0.00017933463],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016407142,0.00037506747,0.0005943394,0.00009785391,0.0010487793,0.00013708985,0.00031675838,0.0004494814,0.0011869833],"category_scores_gemma":[0.0000547584,0.0002906298,0.00042931284,0.000012162732,0.00084355666,0.000001039881,0.00017586537,0.00024739248,0.0004291217],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000080043665,1.7358823e-7,0.00001320781,0.0007583783,0.00021096805,0.0000040078894,0.013121899,8.837084e-9,0.0000033851884,0.9741807,0.00022820581,0.011471053],"study_design_scores_gemma":[0.00026840687,0.000019771594,0.00008460919,0.0007151805,0.00031389628,0.0000010652411,0.0023398332,0.0000011774647,6.255983e-7,0.9806639,0.015169721,0.00042180385],"about_ca_topic_score_codex":0.000096860815,"about_ca_topic_score_gemma":0.0004248381,"teacher_disagreement_score":0.79604733,"about_ca_system_score_codex":0.00018011409,"about_ca_system_score_gemma":0.00008098906,"threshold_uncertainty_score":0.9999546},"labels":[],"label_agreement":null},{"id":"W2496487168","doi":"10.5771/9783845271088-143","title":"Integrating Deliberation and Analysis in Radioactive Waste Policy. Lessons from Participatory Risk Assessment in the USA and Canada","year":2006,"lang":"de","type":"book-chapter","venue":"Nomos eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deliberation; Radioactive waste; Citizen journalism; Environmental planning; Risk assessment; Political science; Environmental science; Waste management; Engineering; Economics; Management; Law","score_opus":0.044589103259138174,"score_gpt":0.333050650854281,"score_spread":0.2884615475951428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2496487168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7317753,0.00019179241,0.0008236047,0.0020482175,0.00018425527,0.0010839502,0.00027135634,0.00001285212,0.26360872],"genre_scores_gemma":[0.99149746,0.0005559717,0.000254973,0.00059898564,0.0002556877,0.000071467315,0.00006399522,0.000015446945,0.0066860425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974588,0.0006025617,0.000541091,0.00053388043,0.00052355893,0.000340092],"domain_scores_gemma":[0.9988509,0.00029610682,0.00044744174,0.000248965,0.000050578354,0.000106053194],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010189161,0.00030758049,0.0004750995,0.00035110072,0.0004769175,0.00026146325,0.0001871187,0.00019535019,0.000087851404],"category_scores_gemma":[0.000041569725,0.0002558943,0.0000842235,0.00010675645,0.0002964939,0.00008915933,0.0000817225,0.0006196439,0.0000024623425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006988233,0.00014165234,0.32647982,0.000047381713,0.0018796014,0.000161836,0.16803329,0.0021317522,0.00006844758,0.27569696,0.0013749669,0.22391441],"study_design_scores_gemma":[0.0017106271,0.00012740571,0.8182128,0.00028667448,0.0031951943,8.449958e-7,0.06980699,0.01996885,0.000012407756,0.0109841535,0.074209206,0.001484856],"about_ca_topic_score_codex":0.9828114,"about_ca_topic_score_gemma":0.99890375,"teacher_disagreement_score":0.49173295,"about_ca_system_score_codex":0.0008029905,"about_ca_system_score_gemma":0.00064934796,"threshold_uncertainty_score":0.99998933},"labels":[],"label_agreement":null},{"id":"W250837622","doi":"","title":"A Prospective Look at Risk Communication in the Nanotechnology Field","year":2004,"lang":"en","type":"article","venue":"DigitalGeorgetown (Georgetown University Library)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nanotechnology; Carbon nanotube; Skepticism; Medicine; Materials science; Philosophy","score_opus":0.006795605468504377,"score_gpt":0.20997291234989446,"score_spread":0.20317730688139007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W250837622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5401135,0.000061785824,0.00016034799,0.05716608,0.00009680341,0.0007906248,0.000021102456,0.00041065214,0.40117908],"genre_scores_gemma":[0.9604762,0.0015424092,0.00048635836,0.0009853316,0.000034749486,0.000007062789,0.000039332608,0.000014317413,0.03641419],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983715,0.00032006053,0.00018735832,0.00036028272,0.00032955568,0.0004312896],"domain_scores_gemma":[0.9989628,0.00018098716,0.000135994,0.0005876698,0.000034781402,0.0000977343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033580797,0.00017279615,0.00018169743,0.00027606823,0.0010549765,0.0001603461,0.0012088924,0.00021051675,0.00056912785],"category_scores_gemma":[0.0001360363,0.00015842599,0.00012562306,0.0010813961,0.00053321884,0.0016771721,0.00048184302,0.00036712483,0.00023655189],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017120737,0.0004542867,0.09393326,0.000010030945,0.000050653758,0.000089606736,0.03817795,0.00009663881,0.000017299246,0.8153677,0.0440805,0.0075508775],"study_design_scores_gemma":[0.00094452046,0.00008343904,0.02585415,0.000023830798,0.000020296326,0.0000015371528,0.021147171,0.0000038567114,0.0001838524,0.038646944,0.9128393,0.0002511217],"about_ca_topic_score_codex":0.0029729079,"about_ca_topic_score_gemma":0.005689179,"teacher_disagreement_score":0.8687588,"about_ca_system_score_codex":0.00035352923,"about_ca_system_score_gemma":0.00015545142,"threshold_uncertainty_score":0.8114133},"labels":[],"label_agreement":null},{"id":"W2519896782","doi":"10.1016/j.tox.2016.09.005","title":"Upholding science in health, safety and environmental risk assessments and regulations","year":2016,"lang":"en","type":"article","venue":"Toxicology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Appeal; Statute; Scientific evidence; Discretion; Action (physics); Uncertainty; Political science; Business; Public relations; Risk analysis (engineering); Law","score_opus":0.02368303920653138,"score_gpt":0.3618424918360472,"score_spread":0.33815945262951586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519896782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98614234,0.000039445884,0.0010215011,0.0067889257,0.0001246713,0.00019573742,0.0000057222464,0.000016423444,0.00566523],"genre_scores_gemma":[0.9936108,0.003969812,0.00055693043,0.00024812573,0.00001768463,0.000005140869,4.15136e-7,0.0000018746805,0.0015892385],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99925107,0.0001522867,0.000115489594,0.00017239177,0.00011137651,0.0001974036],"domain_scores_gemma":[0.99973595,0.00006125821,0.000052239888,0.00006077442,0.0000028752954,0.00008690599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011452005,0.000035911435,0.00006639855,0.00009350037,0.0005069715,0.000019105799,0.00006284243,0.000029289436,0.00029612344],"category_scores_gemma":[0.000050056402,0.000029073013,0.0000055043674,0.000094390554,0.0007382441,0.00017076533,0.00007206783,0.000034436256,0.0000089093855],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018935387,0.00007652457,0.22592215,0.0000040270343,0.0000035902738,0.0000015072907,0.008405709,0.000008905695,0.0052922955,0.05120508,0.00026820257,0.7087931],"study_design_scores_gemma":[0.00040769164,0.000059510872,0.90121335,0.000007415107,0.0000017208745,6.732832e-7,0.002972026,0.00006485574,0.000009650852,0.0017556251,0.09345037,0.00005712057],"about_ca_topic_score_codex":0.00043571152,"about_ca_topic_score_gemma":0.0018900953,"teacher_disagreement_score":0.70873594,"about_ca_system_score_codex":0.00024399135,"about_ca_system_score_gemma":0.00005448027,"threshold_uncertainty_score":0.3899266},"labels":[],"label_agreement":null},{"id":"W2520690571","doi":"10.4000/ethiquepublique.2187","title":"L’impasse de l’approche apocalyptique de la précaution. De Hans Jonas à la vache folle","year":2002,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.020277455481557648,"score_gpt":0.2966014732590885,"score_spread":0.27632401777753085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520690571","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02174505,0.0020426465,0.0964486,0.26668102,0.0005761517,0.00084718456,0.000017765413,0.00047297543,0.6111686],"genre_scores_gemma":[0.7384732,0.020081792,0.020462232,0.039007355,0.001481154,0.0006927245,0.000017159176,0.00010671384,0.1796777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926506,0.0045859204,0.00041485325,0.00056707824,0.00046196056,0.0013195386],"domain_scores_gemma":[0.9977844,0.00066542486,0.00019247517,0.00041271895,0.00019448923,0.0007505093],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007029424,0.00037494852,0.00034544332,0.00022257835,0.00061936444,0.00065333815,0.00070904964,0.0013900872,0.003669445],"category_scores_gemma":[0.0013273715,0.00041602808,0.0002714898,0.0008607247,0.0009233706,0.0006534152,0.00017737596,0.0013402713,0.0003584808],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010242731,0.00054798386,0.0011631371,0.00009092833,0.00007275387,0.000059609833,0.023948321,0.00023431188,0.00049406587,0.7458261,0.21848619,0.009066318],"study_design_scores_gemma":[0.00047888854,0.00007867282,0.0026242882,0.00008832504,0.000076487435,0.000069842186,0.0040510525,0.0052091996,0.00024205814,0.056739263,0.92988586,0.00045603706],"about_ca_topic_score_codex":0.0042874385,"about_ca_topic_score_gemma":0.003536768,"teacher_disagreement_score":0.71672815,"about_ca_system_score_codex":0.0017498764,"about_ca_system_score_gemma":0.0009202033,"threshold_uncertainty_score":0.9999063},"labels":[],"label_agreement":null},{"id":"W2522475382","doi":"10.3390/safety2030019","title":"Correction: Pless, B. Risk Compensation: Revisited and Rebutted. Safety 2016, 2, 16","year":2016,"lang":"en","type":"article","venue":"Safety","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Regret; Compensation (psychology); Engineering; Computer science; Psychology; Social psychology; Machine learning","score_opus":0.014412113088727444,"score_gpt":0.2790289857746404,"score_spread":0.264616872685913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522475382","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005475427,0.0005890887,0.056861967,0.043041393,0.0035741138,0.000994798,0.0000986659,0.0005887164,0.8887758],"genre_scores_gemma":[0.8305183,0.031485483,0.00040555044,0.0010932981,0.00085475174,0.000013551451,0.000023973387,0.000017876431,0.1355872],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862903,0.00034343466,0.00024923583,0.0002754381,0.00027471414,0.00022812988],"domain_scores_gemma":[0.99924344,0.00018322929,0.00012781043,0.00022142021,0.000092907634,0.0001311925],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009269679,0.00010265757,0.00014898,0.00005563092,0.00089247804,0.000050807732,0.00012308158,0.00008270062,0.0043599783],"category_scores_gemma":[0.00021668359,0.00007529484,0.000050656166,0.00021506239,0.00026184632,0.0002349143,0.00006164843,0.00008612731,0.00039893016],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011034459,0.00003244559,0.00999136,0.00000692101,0.000029934803,0.000001628138,0.0030627311,0.000004502669,0.000024304887,0.03955288,0.37383312,0.57334983],"study_design_scores_gemma":[0.00044518072,0.000017604863,0.117723584,0.000053874934,0.000017441427,7.8166124e-7,0.001398691,0.000017948194,0.000003445903,0.00092306716,0.87927824,0.000120161785],"about_ca_topic_score_codex":0.0014416288,"about_ca_topic_score_gemma":0.0022355316,"teacher_disagreement_score":0.8250429,"about_ca_system_score_codex":0.00024150721,"about_ca_system_score_gemma":0.000058332862,"threshold_uncertainty_score":0.99655014},"labels":[],"label_agreement":null},{"id":"W252459778","doi":"10.11575/prism/34095","title":"What Does Risk Integration Look Like, Really?","year":2010,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.008829716561130654,"score_gpt":0.23152215661954756,"score_spread":0.2226924400584169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W252459778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7074708,0.000038841117,0.11454377,0.004719896,0.0019436369,0.00037787732,3.9031963e-7,0.00015665125,0.17074814],"genre_scores_gemma":[0.7740233,0.015815653,0.054599904,0.00041655212,0.00014991227,9.935527e-7,0.000021951957,0.000015869125,0.1549559],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993288,0.0000910808,0.00006254448,0.00015202964,0.00023740163,0.00012816294],"domain_scores_gemma":[0.99955434,0.000027299126,0.00009518546,0.00016623603,0.000065766646,0.00009118603],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003952163,0.000056034536,0.00008824133,0.00008965851,0.00040337682,0.000049416354,0.00024618825,0.000097254524,0.0015741732],"category_scores_gemma":[0.000032983982,0.00005493002,0.000069167945,0.00011653798,0.00029024194,0.000714902,0.00006547876,0.00017774971,0.00011744151],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002372072,0.000066709596,0.0011673049,0.00000514655,0.000017990293,0.0000047120134,0.053294465,1.345008e-7,0.0006302445,0.03010628,0.008688467,0.90599483],"study_design_scores_gemma":[0.00038361285,0.000033634722,0.03796457,0.000018476298,0.000052115956,1.3440655e-7,0.030878825,0.0012924395,0.00004497392,0.005514638,0.92365295,0.00016365113],"about_ca_topic_score_codex":0.013632899,"about_ca_topic_score_gemma":0.02402341,"teacher_disagreement_score":0.91496444,"about_ca_system_score_codex":0.000032970518,"about_ca_system_score_gemma":0.00004525956,"threshold_uncertainty_score":0.9993385},"labels":[],"label_agreement":null},{"id":"W2526249623","doi":"10.2495/safe-v6-n3-518-528","title":"Factors underlying the concept of risk acceptance in the context of flood-prone land use","year":2016,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Flood myth; Context (archaeology); Risk analysis (engineering); Land use; Environmental planning; Environmental science; Engineering; Civil engineering; Geography; Business","score_opus":0.03562527311717621,"score_gpt":0.2994303348894831,"score_spread":0.2638050617723069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526249623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99231035,0.0001818573,0.0052980045,0.0016662786,0.0002960486,0.00006303769,0.00002040634,0.000002727457,0.00016128634],"genre_scores_gemma":[0.9976605,0.0021968833,0.000039255792,0.00003334676,0.000055222063,3.6499438e-7,3.640316e-7,0.000002150384,0.000011877863],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99923694,0.000075444965,0.00026297115,0.0000413368,0.00031578832,0.00006751333],"domain_scores_gemma":[0.9991282,0.0005048699,0.00018993863,0.000044641532,0.000111361136,0.000020987995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006721352,0.00004647624,0.00010264985,0.000059852024,0.000042727457,0.00002405032,0.0002606898,0.000024938206,0.00003975613],"category_scores_gemma":[0.0003128398,0.000023244473,0.000051698047,0.00005923315,0.00010215684,0.00025672367,0.00002419017,0.00010027691,1.7484865e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003343375,0.00020594195,0.14852889,0.000026478994,0.00046830394,0.00001591041,0.48957407,0.0054198005,0.0016670419,0.25156316,0.00022995881,0.10196609],"study_design_scores_gemma":[0.0016166951,0.00006555934,0.9088081,0.00032702184,0.000032811266,0.0000049100026,0.050074894,0.0005076811,0.00033148596,0.0014619402,0.03663225,0.0001366334],"about_ca_topic_score_codex":0.00048057645,"about_ca_topic_score_gemma":0.0007944157,"teacher_disagreement_score":0.76027924,"about_ca_system_score_codex":0.000037652728,"about_ca_system_score_gemma":0.000018135524,"threshold_uncertainty_score":0.09478821},"labels":[],"label_agreement":null},{"id":"W2526881652","doi":"10.1093/acrefore/9780199389414.013.2","title":"Risk Perception and Its Impacts on Risk Governance","year":2016,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Environmental Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Risk perception; Perception; Corporate governance; Heuristics; Psychology; Risk management; Risk governance; Social psychology; Public relations; Cognitive psychology; Political science; Business; Computer science","score_opus":0.030485154526336235,"score_gpt":0.34397113049719985,"score_spread":0.31348597597086364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526881652","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19744295,0.0010908408,0.000008299486,0.0004223362,0.00061601243,0.00096012594,0.0007462477,0.000030281237,0.7986829],"genre_scores_gemma":[0.20396255,0.702863,0.00007649125,0.000022693812,0.00042546552,0.000043109438,0.000009932017,0.000021117376,0.09257568],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917877,0.0008660276,0.0004317866,0.0011048721,0.0045220815,0.0012875625],"domain_scores_gemma":[0.99776506,0.00042091057,0.0004892436,0.00055061624,0.00006952047,0.0007046347],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005501946,0.00033575206,0.00037402983,0.00041626737,0.0021281377,0.00015441481,0.0012759723,0.00031979888,0.0033551983],"category_scores_gemma":[0.0014927947,0.00025741773,0.00012334048,0.00062192354,0.004268567,0.00075663556,0.0007990334,0.0010569891,0.00045625196],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005795945,0.00022539194,0.0058333483,0.000054767326,0.000018282206,0.0000056690674,0.003450249,0.000001945225,0.00009969108,0.0016059754,0.018238822,0.9704079],"study_design_scores_gemma":[0.00027683805,0.0003090271,0.19919516,0.00025292856,0.000020636271,5.063611e-7,0.0018018465,0.000011014887,0.000010475266,0.00054329325,0.7972898,0.00028849833],"about_ca_topic_score_codex":0.0014808557,"about_ca_topic_score_gemma":0.0005914533,"teacher_disagreement_score":0.9701194,"about_ca_system_score_codex":0.0017161592,"about_ca_system_score_gemma":0.0005286986,"threshold_uncertainty_score":0.9999878},"labels":[],"label_agreement":null},{"id":"W2527076391","doi":"10.1177/2329496516669351","title":"“The River Is Not the Same Anymore”: Environmental Risk and Uncertainty in the Aftermath of the High River, Alberta, Flood","year":2016,"lang":"en","type":"article","venue":"Social Currents","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"Social Sciences and Humanities Research Council of Canada; Mount Royal University","keywords":"Flood myth; Worry; Call to action; Environmental planning; Action (physics); Climate change; Environmental resource management; Sociology; Geography; Business; Psychology; Ecology","score_opus":0.0139685353355676,"score_gpt":0.26878518966251186,"score_spread":0.2548166543269443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527076391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859963,0.000072947354,0.000006060367,0.011833163,0.00053202116,0.0004304194,0.00008766001,0.0000059176873,0.0010355304],"genre_scores_gemma":[0.99584514,0.0016947346,0.0000024181356,0.00064845773,0.00018036373,0.000029264156,0.000001250187,0.0000052189075,0.0015931576],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99819064,0.00069248164,0.00017038138,0.0001629349,0.00053098006,0.00025257235],"domain_scores_gemma":[0.99938166,0.00023300282,0.00014272008,0.00020119596,0.000011078711,0.000030353847],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000726495,0.00010252738,0.00009967556,0.000014749515,0.0013881187,0.000049139802,0.00057586335,0.00005618321,0.00015752333],"category_scores_gemma":[0.00006961776,0.00004004168,0.00010115957,0.000117031916,0.0016947301,0.00010010305,0.00017439794,0.0001392911,0.00005213746],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070775044,0.00024602967,0.13066225,0.0000073709293,0.00007433217,6.732353e-7,0.5028874,0.0000019999172,0.000070512324,0.016195845,0.02180126,0.32798153],"study_design_scores_gemma":[0.00059444894,0.000014088881,0.7670569,0.000012476285,0.000040725852,1.02373896e-7,0.014552406,0.000009391409,0.000006878455,0.004802597,0.21281824,0.000091784736],"about_ca_topic_score_codex":0.011481641,"about_ca_topic_score_gemma":0.008850404,"teacher_disagreement_score":0.6363946,"about_ca_system_score_codex":0.00009789939,"about_ca_system_score_gemma":0.000025826854,"threshold_uncertainty_score":0.99991196},"labels":[],"label_agreement":null},{"id":"W2540359365","doi":"10.1017/s1867299x00002907","title":"Incorporating Social Sciences in Public Risk Assessment and Risk Management Organisations","year":2014,"lang":"en","type":"article","venue":"European Journal of Risk Regulation","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Social risk; Public relations; Risk management; Set (abstract data type); Political science; Social science; Sociology; Business; Actuarial science; Finance","score_opus":0.037879933584405286,"score_gpt":0.31853134054260374,"score_spread":0.28065140695819846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540359365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8590166,0.000027575496,0.05537924,0.0016474106,0.0002583291,0.00017818628,0.0000026466262,0.000030386433,0.08345961],"genre_scores_gemma":[0.98187405,0.0012427422,0.016362121,0.00004425555,0.00035943714,8.6201425e-7,0.0000015872844,0.000010285505,0.00010468341],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952556,0.003366979,0.00047692278,0.00016472973,0.0005561901,0.00017957344],"domain_scores_gemma":[0.99853146,0.00011013199,0.0010849539,0.000079171645,0.0001283415,0.00006594674],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0119165545,0.00009026618,0.00013450925,0.000373571,0.0014258344,0.0003389148,0.00021232135,0.000022113547,0.000075573626],"category_scores_gemma":[0.00031946236,0.00008215727,0.000050648498,0.00049827585,0.00028782734,0.00058585947,0.00007318983,0.0002239812,0.000013672177],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008023872,0.00006845192,0.4051781,0.000005494827,0.000031739535,0.0000039036995,0.01191054,0.0012915215,0.000012419549,0.08454449,0.0012156261,0.4957297],"study_design_scores_gemma":[0.00055030535,0.00006940216,0.95046794,0.000018424522,0.000050547398,9.1021536e-7,0.006499031,0.0015290041,6.871433e-7,0.009858648,0.030858567,0.000096519194],"about_ca_topic_score_codex":0.00017335586,"about_ca_topic_score_gemma":0.00053890544,"teacher_disagreement_score":0.5452899,"about_ca_system_score_codex":0.0001618682,"about_ca_system_score_gemma":0.00005504632,"threshold_uncertainty_score":0.9998742},"labels":[],"label_agreement":null},{"id":"W2550422191","doi":"10.1108/ijdrbe-11-2015-0056","title":"Assessment of major causes: nuclear power plant disasters since 1950","year":2016,"lang":"en","type":"article","venue":"International Journal of Disaster Resilience in the Built Environment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear power plant; Nuclear power; Ignorance; Originality; Forensic engineering; Risk analysis (engineering); Nuclear disaster; Accident (philosophy); Environmental planning; Disaster risk reduction; Warning system; Engineering; Business; Nuclear plant; Geography; Qualitative research; Political science","score_opus":0.01612151918848273,"score_gpt":0.3157669743688656,"score_spread":0.2996454551803829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550422191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761973,0.00003027893,0.0022761263,0.013597896,0.00054447167,0.00018876506,0.000019089155,0.000004115887,0.0071419543],"genre_scores_gemma":[0.9981094,0.00058432535,0.00039923744,0.00042957874,0.00009845843,0.000004559266,5.383536e-7,0.0000070314577,0.00036687177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746746,0.0002632583,0.00051591505,0.0001472888,0.0014151819,0.00019087926],"domain_scores_gemma":[0.99913704,0.0001599972,0.00039792704,0.00019863827,0.000036265224,0.00007009964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064444,0.000102793274,0.00014751423,0.00013729159,0.000065904474,0.000059600367,0.0011828041,0.00003594689,0.0007061716],"category_scores_gemma":[0.000067842266,0.00005861595,0.00010784944,0.00005900916,0.0004378757,0.0003735348,0.00013207043,0.00010508343,0.00003770779],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010606971,0.005301224,0.3045106,0.000041715077,0.000707972,0.00072209054,0.2994579,0.0030861944,0.05319724,0.25286818,0.009529322,0.069516875],"study_design_scores_gemma":[0.0024014732,0.0005206887,0.60794556,0.0005739521,0.0000553018,0.000053572443,0.09572145,0.000049587805,0.00017719065,0.0028364416,0.28928658,0.0003781959],"about_ca_topic_score_codex":0.0001397876,"about_ca_topic_score_gemma":0.00016408322,"teacher_disagreement_score":0.30343497,"about_ca_system_score_codex":0.00034904238,"about_ca_system_score_gemma":0.000048271915,"threshold_uncertainty_score":0.7732084},"labels":[],"label_agreement":null},{"id":"W2551103395","doi":"10.2196/publichealth.5384","title":"Estimating the Duration of Public Concern After the Fukushima Dai-ichi Nuclear Power Station Accident from the Occurrence of Radiation Exposure-Related Terms on Twitter: A Retrospective Data Analysis","year":2016,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fukushima Nuclear Accident; Duration (music); Accident (philosophy); Nuclear power; Environmental health; Environmental science; Statistics; Demography; Medicine; Nuclear power plant; Nuclear physics; Physics; Mathematics; Sociology","score_opus":0.05593958960668747,"score_gpt":0.3501529513245795,"score_spread":0.29421336171789203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551103395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92532957,0.00018568087,0.0027447718,0.070066765,0.0002208187,0.0007086929,0.00021971282,0.00003155606,0.00049246155],"genre_scores_gemma":[0.9981124,0.00044515837,0.000046604673,0.0011381375,0.00006247314,0.000039887727,0.000109697845,0.000005006892,0.000040641804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971534,0.0012500572,0.0004935833,0.0003105461,0.00053677696,0.0002556219],"domain_scores_gemma":[0.9980444,0.00046074015,0.00062679197,0.0006134967,0.00014815488,0.00010645211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040494613,0.000098600474,0.00020338075,0.00007279771,0.00053569954,0.00018031007,0.00047407145,0.000049336104,0.00022752726],"category_scores_gemma":[0.00095854356,0.000046525463,0.00004896058,0.00064953364,0.00031591472,0.0004492788,0.00009639128,0.00010583605,0.0000062955705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037853737,0.00004355806,0.82951945,0.0000059789213,0.00009986558,1.4058355e-7,0.03620151,0.0000064586093,0.0000070789565,0.0024803833,0.0029650077,0.12863268],"study_design_scores_gemma":[0.00026776193,0.000068241025,0.9789358,0.000009829067,0.000004655329,9.190948e-8,0.0043690796,0.0010692268,1.7603465e-7,0.00019061836,0.015020364,0.00006419175],"about_ca_topic_score_codex":0.0018625655,"about_ca_topic_score_gemma":0.0047479025,"teacher_disagreement_score":0.14941628,"about_ca_system_score_codex":0.000119993776,"about_ca_system_score_gemma":0.0001899165,"threshold_uncertainty_score":0.4120222},"labels":[],"label_agreement":null},{"id":"W2554632532","doi":"10.3390/foods5040079","title":"World Market Development and Consumer Acceptance of Irradiation Technology","year":2016,"lang":"en","type":"review","venue":"Foods","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Irradiation; Business; Market development; Technology development; Consumer market; Marketing; Commerce; Economics; Engineering; Manufacturing engineering; Market economy; Physics","score_opus":0.058921837476566645,"score_gpt":0.38488629835945687,"score_spread":0.3259644608828902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554632532","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004699307,0.9197826,0.0000619147,0.00019053559,0.0002281615,0.00039226442,0.0000051421944,0.000043799573,0.07929093],"genre_scores_gemma":[0.00003383893,0.97275686,0.0011909428,0.000018787923,0.00004858566,0.00007237954,0.0000030223835,0.000008606361,0.025866965],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991362,0.00010632365,0.00027045747,0.00018354545,0.00014998217,0.00015346611],"domain_scores_gemma":[0.9995322,0.000050926472,0.0002114513,0.00013452655,0.000029738772,0.000041121722],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040140346,0.00011107762,0.00040065308,0.00031014107,0.000112302994,0.000016325403,0.00017877073,0.00014256198,0.00127196],"category_scores_gemma":[0.000049735492,0.00008466975,0.000051623723,0.00035194703,0.00020785246,0.00004885363,0.000065418935,0.00006951176,0.00008292053],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.826709e-7,0.0000069318435,0.00002033467,0.00054454186,0.000029711702,2.9108034e-7,0.0003193693,1.356258e-9,2.4735503e-8,0.008355721,0.0056285295,0.98509395],"study_design_scores_gemma":[0.0000494123,0.0000049822156,0.0001384944,0.0012960121,0.000037266527,1.8275144e-7,0.00012406812,5.481365e-8,1.2022876e-7,0.00015854795,0.9980857,0.00010518963],"about_ca_topic_score_codex":0.000013851476,"about_ca_topic_score_gemma":0.0006618147,"teacher_disagreement_score":0.99245715,"about_ca_system_score_codex":0.00010758784,"about_ca_system_score_gemma":0.00018114933,"threshold_uncertainty_score":0.999641},"labels":[],"label_agreement":null},{"id":"W2557132509","doi":"10.31542/j.ecj.52","title":"Building Pressure: A Deliberative Argument against the Northern Gateway Pipeline","year":2012,"lang":"en","type":"article","venue":"Earth Common Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Rhetorical question; Gateway (web page); Argument (complex analysis); Pipeline (software); Payment; Population; Northern territory; Liability; Business; Political science; Law; Sociology; Engineering; Finance; Medicine; Demography; Ethnology; Computer science","score_opus":0.02605546828580121,"score_gpt":0.31277472733094636,"score_spread":0.28671925904514517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557132509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8452237,0.0031074237,0.014163095,0.028675387,0.0030168823,0.000705386,0.0000054340626,0.00012804364,0.10497464],"genre_scores_gemma":[0.98925185,0.0006066398,0.0009252757,0.0013724769,0.0014853869,0.000006894337,8.663141e-7,0.000009564092,0.006341022],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826205,0.0005333214,0.00022705835,0.00008275274,0.0004906602,0.00040418323],"domain_scores_gemma":[0.9993299,0.00005790338,0.0001425477,0.00013888162,0.00009321563,0.00023754321],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018928202,0.00009727035,0.00011159487,0.000045957917,0.0013954482,0.00024614405,0.00028278684,0.00003832196,0.0007818795],"category_scores_gemma":[0.000059550424,0.00006424266,0.000090128575,0.0001367108,0.00011851648,0.00033797257,0.00006206445,0.0003315049,0.00016516531],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064003136,0.00046137735,0.05383334,0.000008859282,0.0002285664,0.000018109113,0.174404,0.003306704,0.0005221568,0.023602955,0.08205566,0.6614943],"study_design_scores_gemma":[0.00021594313,0.000017523467,0.010749876,0.000016397575,0.000023877144,0.0000050281037,0.004313222,0.00019849469,0.000046599547,0.0003811415,0.9839311,0.00010080058],"about_ca_topic_score_codex":0.0001435931,"about_ca_topic_score_gemma":0.0019667258,"teacher_disagreement_score":0.90187544,"about_ca_system_score_codex":0.000042328928,"about_ca_system_score_gemma":0.000051844283,"threshold_uncertainty_score":0.9999046},"labels":[],"label_agreement":null},{"id":"W2564837805","doi":"10.4000/vertigo.17850","title":"L’élaboration de la norme législative et la prise en compte du savoir scientifique","year":2016,"lang":"fr","type":"article","venue":"VertigO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.019365087056598247,"score_gpt":0.3084323230449694,"score_spread":0.2890672359883712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564837805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.509833,0.00023346384,0.069879815,0.055000767,0.0014661462,0.0005034443,0.000043706405,0.00014535751,0.3628943],"genre_scores_gemma":[0.9098531,0.0018597689,0.0019198951,0.0009961246,0.00027394525,0.0000254816,0.0000043837317,0.000014334639,0.085052945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968619,0.0020414686,0.00019205328,0.00027645353,0.00031891142,0.00030923303],"domain_scores_gemma":[0.9989778,0.0005096846,0.000092229035,0.00016590029,0.00011172237,0.00014270279],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021776392,0.00012933859,0.00012502061,0.00008209262,0.00031734773,0.00021086408,0.00021612887,0.00016955734,0.0012653358],"category_scores_gemma":[0.00038248344,0.00010403578,0.00007049745,0.0003878366,0.0008541735,0.0005977514,0.00008791408,0.000120743556,0.00093895395],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002265295,0.00021880756,0.01755986,0.00002572605,0.00003501093,0.000013917402,0.055406593,0.00004667197,0.0048481533,0.8026178,0.058279134,0.060925703],"study_design_scores_gemma":[0.00033990585,0.000026830241,0.05895282,0.00011583377,0.000023965451,0.0000011050165,0.0010138787,0.00020853417,0.00023275868,0.007479324,0.931444,0.00016107371],"about_ca_topic_score_codex":0.0006622618,"about_ca_topic_score_gemma":0.0010655557,"teacher_disagreement_score":0.87316483,"about_ca_system_score_codex":0.00036948442,"about_ca_system_score_gemma":0.00026297732,"threshold_uncertainty_score":0.99983895},"labels":[],"label_agreement":null},{"id":"W2567095417","doi":"10.4000/tc.8112","title":"Avatars des déchets nucléaires japonais","year":2016,"lang":"fr","type":"article","venue":"Techniques & culture","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Computer science","score_opus":0.03448238456287444,"score_gpt":0.3306431789491365,"score_spread":0.296160794386262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567095417","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046550743,0.010264956,0.006486296,0.06729716,0.0017134388,0.001527058,0.00011555808,0.0031057915,0.862939],"genre_scores_gemma":[0.28398734,0.046064496,0.019498559,0.0028640658,0.001120128,0.00011950699,0.00000946575,0.00004745352,0.646289],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982075,0.00021620891,0.00025206187,0.00039313236,0.0003950623,0.00053602515],"domain_scores_gemma":[0.9992049,0.00002643935,0.00010918568,0.00032049086,0.00014416236,0.00019482095],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047326618,0.00025219985,0.00021486043,0.00006474288,0.0004936643,0.000092469316,0.00046701866,0.0003744484,0.007049242],"category_scores_gemma":[0.000074311014,0.00016862593,0.00017340558,0.00035153318,0.0013662586,0.00060476956,0.00014316902,0.00016449227,0.0013789929],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061604987,0.000075639306,0.00020969557,0.000026318326,0.000019700667,0.000008824991,0.011255811,3.2203186e-8,0.0041440977,0.06119063,0.4425941,0.48046896],"study_design_scores_gemma":[0.000113586124,0.0000951789,0.0014515676,0.00034832492,0.000039198225,0.0000037154366,0.0017832549,5.46586e-7,0.004192017,0.02270499,0.9689684,0.00029920036],"about_ca_topic_score_codex":0.0015912211,"about_ca_topic_score_gemma":0.0011946501,"teacher_disagreement_score":0.5263743,"about_ca_system_score_codex":0.0003638139,"about_ca_system_score_gemma":0.000048358317,"threshold_uncertainty_score":0.9993985},"labels":[],"label_agreement":null},{"id":"W2586675331","doi":"10.7202/1038668ar","title":"Quelle communication pour la société du risque ? Des expérimentations méthodologiques pour développer une culture du risque1","year":2017,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.03137425335553181,"score_gpt":0.3266002101577549,"score_spread":0.29522595680222313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586675331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40796947,0.008186254,0.027058842,0.23047546,0.0009606946,0.0009077825,0.00003712164,0.0004238198,0.32398054],"genre_scores_gemma":[0.8113053,0.08354999,0.01982401,0.0020282723,0.0006391292,0.00018947564,0.00003602623,0.000055363394,0.08237247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99528533,0.0027926147,0.0004586555,0.000490061,0.00033357108,0.0006397675],"domain_scores_gemma":[0.99706167,0.0006578219,0.00064474886,0.0009008213,0.00037761207,0.00035735063],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002711763,0.00039094948,0.00039235494,0.00021753357,0.0060484796,0.0006279963,0.0013521619,0.00069321645,0.000885132],"category_scores_gemma":[0.0014084304,0.00040185507,0.00046124426,0.00050627295,0.015204154,0.00085360254,0.00023758413,0.00073517027,0.00033911952],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004350298,0.000596443,0.04338274,0.00007665648,0.00036995218,0.000033160493,0.15081076,0.00008755016,0.00039996862,0.37396923,0.34841913,0.08181088],"study_design_scores_gemma":[0.001025827,0.000059019847,0.08753757,0.00013458879,0.00032160938,0.000015017891,0.077229686,0.00015057968,0.00012482516,0.0540521,0.7787393,0.00060987525],"about_ca_topic_score_codex":0.15861174,"about_ca_topic_score_gemma":0.22724095,"teacher_disagreement_score":0.43032014,"about_ca_system_score_codex":0.0012871928,"about_ca_system_score_gemma":0.0007276143,"threshold_uncertainty_score":0.99984336},"labels":[],"label_agreement":null},{"id":"W2594149652","doi":"","title":"Teaching Coastal Hazard, Risk, and Environmental Justice","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Environmental justice; Hazard; Environmental hazard; Environmental resource management; Environmental planning; Geography; Political science; Environmental ethics; Environmental science; Law; Ecology; Philosophy","score_opus":0.028176726352791986,"score_gpt":0.30227929019614747,"score_spread":0.27410256384335546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594149652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82919824,0.00018598993,0.00051206927,0.00087726995,0.0003656237,0.00016301965,0.000008747171,0.00009530989,0.16859373],"genre_scores_gemma":[0.9906527,0.0002443462,0.0018133773,0.00024470795,0.00039489422,0.000005773052,0.0000071914983,0.000010552802,0.00662647],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871355,0.00034479625,0.00013346542,0.0001973935,0.0003586091,0.00025219476],"domain_scores_gemma":[0.9995227,0.00005883553,0.000083122846,0.000097177915,0.000011570345,0.00022659262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020369121,0.000088100576,0.00009348293,0.000040338044,0.000640415,0.00009971593,0.00011922407,0.00005170846,0.000018843833],"category_scores_gemma":[0.00032334353,0.000087614855,0.00002660709,0.000033622582,0.00014073489,0.00019953864,0.00013291057,0.00017239325,0.00015450423],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006185836,0.0002718689,0.3796433,0.000051459843,0.00006611724,0.000030094105,0.30068135,0.00039071115,0.0007224402,0.009954645,0.12771635,0.18040983],"study_design_scores_gemma":[0.0005701812,0.000048018428,0.007543776,0.00002327837,0.00008713303,0.0000016943499,0.19787452,0.0011885677,0.000004631832,0.00043499764,0.79197884,0.00024435497],"about_ca_topic_score_codex":0.029264206,"about_ca_topic_score_gemma":0.026236797,"teacher_disagreement_score":0.6642625,"about_ca_system_score_codex":0.00007900583,"about_ca_system_score_gemma":0.000026574844,"threshold_uncertainty_score":0.99153185},"labels":[],"label_agreement":null},{"id":"W2594250876","doi":"10.1002/ieam.1876","title":"When only zero risk is acceptable—Why science is not enough","year":2017,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Maxxam (Canada); Collège Boréal","funders":"","keywords":"STELLA (programming language); Analytics; Library science; Citation; Computer science; History; Art history; Data science","score_opus":0.023176579305466894,"score_gpt":0.32774929174825657,"score_spread":0.30457271244278966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594250876","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42829,0.00010698325,0.0066635697,0.021438427,0.0013439398,0.0022203848,0.00015972034,0.00023409314,0.53954285],"genre_scores_gemma":[0.9416893,0.012515345,0.004566934,0.0038816347,0.000072439645,0.000075551434,0.000016437365,0.000022939159,0.037159406],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969324,0.00010027652,0.00032036073,0.00081900926,0.0011593004,0.0006686627],"domain_scores_gemma":[0.9985553,0.00001741863,0.00030696168,0.00081233843,0.000020705564,0.00028726118],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011566064,0.0003105542,0.00024259034,0.00019947767,0.004077203,0.0013809114,0.0011458367,0.00008923767,0.0051458646],"category_scores_gemma":[0.000012106466,0.00028257762,0.00010241281,0.000115393115,0.0016685924,0.0012413365,0.00093829836,0.00024638735,0.00030954272],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005436017,0.0006571033,0.07016121,0.000041572323,0.00031305975,0.000039818216,0.01356557,0.000008163021,0.00077557616,0.05273486,0.13361584,0.7280329],"study_design_scores_gemma":[0.0006560699,0.000073548035,0.22885321,0.000026450816,0.000116931034,5.5430684e-7,0.0088856965,0.000202666,0.00017686063,0.0018873501,0.75876683,0.0003538067],"about_ca_topic_score_codex":0.005788918,"about_ca_topic_score_gemma":0.0006064985,"teacher_disagreement_score":0.7276791,"about_ca_system_score_codex":0.00074778503,"about_ca_system_score_gemma":0.000069373724,"threshold_uncertainty_score":0.9999626},"labels":[],"label_agreement":null},{"id":"W2600323540","doi":"","title":"“The Risk of the Risk Factors”としての血管内皮機能障害","year":2007,"lang":"ja","type":"article","venue":"Pharma Medica","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Risk analysis (engineering); Business","score_opus":0.0321181201635875,"score_gpt":0.344704680897967,"score_spread":0.3125865607343795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600323540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88951933,0.0017466008,0.00041387137,0.008951849,0.009753997,0.0009988911,0.00007976367,0.000087997614,0.08844772],"genre_scores_gemma":[0.9544112,0.035741434,0.0000268931,0.00039504512,0.0008272498,0.0000064147443,0.0000017810636,0.000015098648,0.0085748965],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961397,0.0008990923,0.00056029734,0.0002849299,0.0014798781,0.00063610147],"domain_scores_gemma":[0.9976511,0.0007960474,0.00064486533,0.0004868879,0.00010099294,0.00032008198],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006171532,0.00020044274,0.00022524883,0.000055753633,0.002009311,0.00006852216,0.0011460471,0.00012502406,0.003189808],"category_scores_gemma":[0.0011487097,0.00010684208,0.00032539663,0.0005936631,0.0014432403,0.00010882114,0.00026069419,0.0006176954,0.0003019357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001186683,0.00050627696,0.09792617,0.00005665649,0.0007355961,0.000008106416,0.20454507,0.00003081659,0.00028582025,0.0027333987,0.36855757,0.32449582],"study_design_scores_gemma":[0.00044579396,0.000027994634,0.106336996,0.000023931148,0.00028782923,2.406701e-7,0.028486308,0.00013957078,0.00036541832,0.0002966361,0.8634549,0.0001344253],"about_ca_topic_score_codex":0.0063096443,"about_ca_topic_score_gemma":0.0022314931,"teacher_disagreement_score":0.49489728,"about_ca_system_score_codex":0.000120283104,"about_ca_system_score_gemma":0.00012162074,"threshold_uncertainty_score":0.99928993},"labels":[],"label_agreement":null},{"id":"W2604833271","doi":"10.1002/ieam.1938","title":"Using adaptive processes and adverse outcome pathways to develop meaningful, robust, and actionable environmental monitoring programs","year":2017,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Environment and Protected Areas; Canada’s Oil Sands Innovation Alliance; Alberta Energy","funders":"Canada's Oil Sands Innovation Alliance","keywords":"Adverse Outcome Pathway; Outcome (game theory); Environmental monitoring; Risk analysis (engineering); Computer science; Environmental science; Business; Environmental engineering; Computational biology","score_opus":0.09690071540864283,"score_gpt":0.3361421984617247,"score_spread":0.2392414830530819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604833271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98303396,0.0001174277,0.0050210357,0.00041155878,0.00027929156,0.0015257753,0.000017874558,0.00008622562,0.009506836],"genre_scores_gemma":[0.96958435,0.0033727924,0.024598153,0.00008733902,0.00006484654,0.00014802066,0.000017053922,0.000024180894,0.0021032584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823135,0.000067917856,0.00027246386,0.0005668297,0.00045199023,0.0004094275],"domain_scores_gemma":[0.9993216,0.000015908414,0.00016734625,0.00022251748,0.0000115947705,0.00026107221],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004185225,0.00028371424,0.00021909774,0.00011670356,0.0018300511,0.0004116812,0.00021331501,0.000076261065,0.000094804134],"category_scores_gemma":[0.0000113410615,0.00027032482,0.000025568763,0.00008698313,0.00040115946,0.000727017,0.0006177303,0.00014245638,0.000014211454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011440481,0.0006543537,0.67545485,0.00018572684,0.00041528238,0.00009406359,0.012651011,0.00024841458,0.0017283767,0.006904516,0.00022902036,0.30132],"study_design_scores_gemma":[0.0014710291,0.0002912773,0.75209796,0.00023383932,0.00025273516,0.00000621495,0.16268905,0.0008967179,0.00012364554,0.00037291012,0.08062954,0.0009350538],"about_ca_topic_score_codex":0.00058774283,"about_ca_topic_score_gemma":0.00022081175,"teacher_disagreement_score":0.30038494,"about_ca_system_score_codex":0.0005718022,"about_ca_system_score_gemma":0.00002758675,"threshold_uncertainty_score":0.9999749},"labels":[],"label_agreement":null},{"id":"W2606237481","doi":"10.3390/soc7020007","title":"Older People, Mobile Communication and Risks","year":2017,"lang":"en","type":"article","venue":"Societies","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii","keywords":"Perception; Romanian; Futures contract; Reflexivity; Social media; Risk perception; Public relations; Psychology; Sociology; Business; Political science; Social science","score_opus":0.057840588962557386,"score_gpt":0.40725792824764334,"score_spread":0.34941733928508595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606237481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66015726,0.0006258771,0.00008900987,0.009957998,0.00018332683,0.00029131406,0.0000018318933,0.00008455612,0.3286088],"genre_scores_gemma":[0.9702654,0.00658967,0.0002503988,0.00019949922,0.00004954617,0.00003361103,0.0000013741214,0.0000030379501,0.022607462],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99961567,0.000054050368,0.000047572874,0.00007003326,0.00011894421,0.00009370678],"domain_scores_gemma":[0.99961,0.0000198522,0.00005230387,0.0002557783,0.000030094925,0.00003194236],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00035583685,0.000034213543,0.000050653176,0.0000082670995,0.0021301308,0.00026417561,0.00021183347,0.00004062204,0.0003447445],"category_scores_gemma":[0.000031917953,0.000033188142,0.000026659236,0.000015357786,0.00046893323,0.000194659,0.00010848656,0.000049878512,0.000041888903],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031433774,0.000055540786,0.046982486,0.000026162726,0.000027828153,2.1691378e-7,0.5387173,0.0000032202404,0.00002269921,0.08668465,0.24702333,0.08045341],"study_design_scores_gemma":[0.00016129906,0.000009251127,0.4411962,0.000009626549,0.000010269929,5.093546e-8,0.13775226,0.000018822057,0.000004183195,0.0055865655,0.41516337,0.0000880938],"about_ca_topic_score_codex":0.003412595,"about_ca_topic_score_gemma":0.0030969267,"teacher_disagreement_score":0.40096503,"about_ca_system_score_codex":0.000020017327,"about_ca_system_score_gemma":0.000013655846,"threshold_uncertainty_score":0.99916893},"labels":[],"label_agreement":null},{"id":"W2607765835","doi":"10.7202/1039468ar","title":"La prévention des catastrophes naturelles et les organisations internationales du temps de la sdn au lendemain de la guerre froide","year":2017,"lang":"fr","type":"article","venue":"Études internationales","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.029233064883497417,"score_gpt":0.35482928716561235,"score_spread":0.32559622228211493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607765835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73251075,0.0031783779,0.012777814,0.0140619865,0.0009913221,0.0003105612,0.00020963248,0.000149419,0.23581016],"genre_scores_gemma":[0.9538653,0.013834124,0.0064017503,0.00022682211,0.0007861305,0.00006957881,0.00010179395,0.000040910512,0.024673626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965225,0.0016562786,0.00039690838,0.00040047074,0.0006472107,0.00037665895],"domain_scores_gemma":[0.99757886,0.0013062732,0.0004288637,0.00030540035,0.00022340643,0.00015717029],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0030474807,0.0002858107,0.00021375588,0.00021119467,0.0015861909,0.0010184057,0.0011234501,0.0003760222,0.0013552957],"category_scores_gemma":[0.0020573514,0.00030689634,0.00022360618,0.00009414594,0.0028655834,0.0008765748,0.0003547467,0.0005024154,0.00012160894],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019178973,0.00042324385,0.0720607,0.00007602701,0.00027800858,0.00003416279,0.017089464,0.00045246654,0.00037450652,0.8825766,0.008631904,0.017983759],"study_design_scores_gemma":[0.00045285083,0.00002501452,0.3537829,0.0004954944,0.000088949164,0.00004361695,0.00815654,0.00043267946,0.00011402942,0.03611515,0.6000236,0.00026914812],"about_ca_topic_score_codex":0.016842745,"about_ca_topic_score_gemma":0.06301634,"teacher_disagreement_score":0.8464614,"about_ca_system_score_codex":0.0013151118,"about_ca_system_score_gemma":0.00058443204,"threshold_uncertainty_score":0.9999383},"labels":[],"label_agreement":null},{"id":"W2610909970","doi":"10.21810/strm.v4i1.71","title":"A Review of the Changing Roles of â€œThe Expertâ€ and â€œThe Publicâ€ in the Field of Risk Communication","year":2013,"lang":"en","type":"review","venue":"Stream Interdisciplinary Journal of Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Risk communication; Risk perception; Perception; Variety (cybernetics); Field (mathematics); Risk assessment; Psychology; Public relations; Risk management; Social psychology; Risk analysis (engineering); Business; Political science; Computer science; Computer security; Artificial intelligence","score_opus":0.04768584842464519,"score_gpt":0.4298689802846466,"score_spread":0.3821831318600014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610909970","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006173183,0.98821133,0.000029058165,0.00502111,0.00005927863,0.00078643276,0.000011192938,0.0000030411506,0.0052612396],"genre_scores_gemma":[0.022277534,0.97720647,0.00029426915,0.00009373327,0.000030224837,0.000039729654,0.000010730959,0.000010029003,0.000037258847],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946405,0.0033370405,0.0013929126,0.00009101433,0.00040619014,0.00013231709],"domain_scores_gemma":[0.9933779,0.0014514254,0.0035385126,0.0012701028,0.0003304845,0.000031562926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005088625,0.00016328221,0.00085170096,0.0003040113,0.00031859856,0.000035814002,0.0026155584,0.00012569751,0.000088929024],"category_scores_gemma":[0.00055585324,0.00008847774,0.0004415496,0.00060636207,0.00044837393,0.00027729047,0.0012066028,0.00058459176,9.394457e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007647092,0.00015200791,0.000037813836,0.00401403,0.00007890145,9.2685035e-8,0.05320268,0.0000012145931,6.0214614e-7,0.0022553215,0.003604668,0.93664503],"study_design_scores_gemma":[0.00025754678,0.0001620806,0.00033790316,0.18014371,0.00071218127,0.00001395703,0.09376171,0.000017017672,0.000004142668,0.0031328162,0.72126836,0.0001885715],"about_ca_topic_score_codex":0.0002928439,"about_ca_topic_score_gemma":0.00088102237,"teacher_disagreement_score":0.93645644,"about_ca_system_score_codex":0.00007595317,"about_ca_system_score_gemma":0.00013106145,"threshold_uncertainty_score":0.4860402},"labels":[],"label_agreement":null},{"id":"W2611950864","doi":"10.1111/rego.12161","title":"A worldwide consensus on nudging? Not quite, but almost","year":2017,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":170,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.03852498133838284,"score_gpt":0.331879904024158,"score_spread":0.2933549226857752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611950864","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45535737,0.00003595841,0.0004610674,0.0550106,0.0010644476,0.00043309375,0.000023323793,0.00015720527,0.48745692],"genre_scores_gemma":[0.8882656,0.00014678892,0.00030488565,0.0009799246,0.00030252157,0.000010075023,0.0000019951979,0.000008703901,0.10997947],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878603,0.000066791545,0.00015686988,0.00023812297,0.00052595104,0.00022620389],"domain_scores_gemma":[0.99889207,0.000057562323,0.00044266976,0.00046072583,0.000066475135,0.000080493715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038257826,0.00009232727,0.00010928023,0.000022353779,0.0012263783,0.00023351653,0.00029615412,0.00005481129,0.00061481894],"category_scores_gemma":[0.00050398166,0.00009509802,0.00005778535,0.00006215547,0.00025731933,0.00017990534,0.000049140424,0.00007206125,0.00047594],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009981963,0.000081371974,0.0065528117,0.000012033241,0.000019826768,0.000011750039,0.003949882,0.00035849327,0.0010387202,0.7370396,0.10480644,0.1460292],"study_design_scores_gemma":[0.00022724627,0.000009668853,0.44325948,0.000030230867,0.000004639751,2.2191809e-7,0.00020083853,0.00023072137,0.00010452368,0.00067339616,0.5551604,0.00009864097],"about_ca_topic_score_codex":0.002802224,"about_ca_topic_score_gemma":0.0037996622,"teacher_disagreement_score":0.7363663,"about_ca_system_score_codex":0.00018878502,"about_ca_system_score_gemma":0.000055446846,"threshold_uncertainty_score":0.9432434},"labels":[],"label_agreement":null},{"id":"W2613033370","doi":"10.1126/science.aad4737","title":"In Canada, election results cheer scientists","year":2015,"lang":"en","type":"article","venue":"Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.04024477630947397,"score_gpt":0.343448308273233,"score_spread":0.30320353196375904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613033370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65974534,0.000017301967,0.0000735508,0.008491061,0.002524552,0.0001697865,0.0000015925856,0.000027751475,0.32894906],"genre_scores_gemma":[0.9875684,0.0000121267,0.00013883963,0.00050266855,0.00005957997,0.0000033328436,2.8215126e-7,0.0000011424617,0.011713621],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985332,0.000039940005,0.00009535079,0.00020633318,0.00083773665,0.00028747303],"domain_scores_gemma":[0.9995703,0.000007773625,0.000028328757,0.00010644715,0.00010850421,0.00017863627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024690009,0.00003218901,0.000037952464,0.00011935716,0.00028545503,0.00008721597,0.0002923539,0.000010875119,0.000053560274],"category_scores_gemma":[0.0004370356,0.00003092867,0.000006261072,0.0014675973,0.0003617416,0.0004543107,0.000041871288,0.00004342161,0.000079302896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007630682,0.00015414585,0.029825784,0.0000069686607,0.0000029941707,0.000058981193,0.104878984,0.0011470348,0.003701618,0.08011774,0.6976714,0.08235804],"study_design_scores_gemma":[0.00024450733,0.000010632012,0.09904793,0.0000041226454,6.562484e-7,3.8213653e-7,0.0071260342,0.00031238006,0.00018942481,0.00091045257,0.8920674,0.00008611818],"about_ca_topic_score_codex":0.96130466,"about_ca_topic_score_gemma":0.99600416,"teacher_disagreement_score":0.32782307,"about_ca_system_score_codex":0.0016096884,"about_ca_system_score_gemma":0.0043311194,"threshold_uncertainty_score":0.768322},"labels":[],"label_agreement":null},{"id":"W2621017737","doi":"10.5539/enrr.v7n2p80","title":"The Varied Nature of Risk and Considerations for the Water Industry: A Review of the Literature","year":2017,"lang":"en","type":"review","venue":"Environment and Natural Resources Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Risk assessment; Risk analysis (engineering); Engineering ethics; Management science; Environmental planning; Business; Sociology; Computer science; Engineering; Environmental science","score_opus":0.109960741956868,"score_gpt":0.4340032599479488,"score_spread":0.3240425179910808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621017737","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007698119,0.9910308,2.8335026e-7,0.006044051,0.00010882095,0.0021172988,0.000057315097,0.0000027742813,0.00056163507],"genre_scores_gemma":[0.0011014666,0.9882252,0.000014192189,0.00009264876,0.00016402878,0.00014438489,0.0000090936255,0.000010044065,0.010238931],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701595,0.0013817056,0.00031007672,0.0002449559,0.00075940625,0.00028787728],"domain_scores_gemma":[0.9963927,0.0026749058,0.00025277858,0.0005571576,0.00006690447,0.000055554832],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0048753354,0.00015391684,0.00042334019,0.000056447712,0.0032886306,0.00025620952,0.0006124656,0.0004174293,0.000113235],"category_scores_gemma":[0.0018804495,0.00004886057,0.00021375297,0.00010940654,0.0019732392,0.000057464604,0.00049314817,0.0020352325,0.000002070262],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012723743,0.000016638736,0.000016656079,0.0062078414,0.00014379599,5.8771576e-7,0.0067200605,1.4601473e-7,9.0102816e-7,0.0030857197,0.013374902,0.97042],"study_design_scores_gemma":[0.000073342635,0.000015547708,0.00019547362,0.0064738938,0.00017455516,8.6475814e-7,0.0005550639,0.000001311218,9.612451e-7,0.0006514649,0.99178857,0.00006892817],"about_ca_topic_score_codex":0.00008980316,"about_ca_topic_score_gemma":0.00010642703,"teacher_disagreement_score":0.9784137,"about_ca_system_score_codex":0.000042642965,"about_ca_system_score_gemma":0.000056121502,"threshold_uncertainty_score":0.99800897},"labels":[],"label_agreement":null},{"id":"W2622502955","doi":"10.7202/1034837ar","title":"À propos du nucléaire : modèle de développement et santé","year":2016,"lang":"fr","type":"article","venue":"International Review of Community Development","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.08287532101514526,"score_gpt":0.4113186293998777,"score_spread":0.3284433083847324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622502955","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046762478,0.01365392,0.016047299,0.75119907,0.002494074,0.0010897527,0.00003224761,0.000072388575,0.16864878],"genre_scores_gemma":[0.45692465,0.48221755,0.012277263,0.012144151,0.00015088718,0.00012784207,0.000032030657,0.000022770486,0.036102865],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965643,0.0014460944,0.0007295243,0.00013009313,0.00084359327,0.00028636292],"domain_scores_gemma":[0.99852043,0.00022299346,0.00035297923,0.0003164409,0.00045165082,0.00013549687],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043135644,0.00019198867,0.0002970053,0.00009094605,0.00032776105,0.00003222334,0.0010433494,0.00006844752,0.007211294],"category_scores_gemma":[0.0004903423,0.0001502194,0.00013830063,0.00018608429,0.00031616312,0.00027482925,0.00052071986,0.00021512262,0.0006556239],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009114932,0.00055044494,0.0008430427,0.0012892736,0.00016589375,0.0000024812314,0.016581751,0.000001574111,0.00006393223,0.119936846,0.07784897,0.7827067],"study_design_scores_gemma":[0.00031660267,0.000032786,0.038335938,0.011679391,0.000027313155,0.000003499818,0.0013746626,0.0000056442263,0.000154205,0.0028996188,0.94497615,0.00019419118],"about_ca_topic_score_codex":0.00043308744,"about_ca_topic_score_gemma":0.0005712959,"teacher_disagreement_score":0.8671272,"about_ca_system_score_codex":0.0015201943,"about_ca_system_score_gemma":0.00064474385,"threshold_uncertainty_score":0.9936963},"labels":[],"label_agreement":null},{"id":"W2653385521","doi":"10.1080/19428200.2016.1202619","title":"Tracking Radioactive Contamination after Fukushima","year":2016,"lang":"en","type":"article","venue":"Anthropology Now","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Fukushima Nuclear Accident; Radioactive contamination; Radioactive fallout; Contamination; Nuclear disaster; Tracking (education); Archaeology; History; Environmental science; Psychology; Engineering; Nuclear plant; Nuclear physics; Nuclear engineering; Physics; Nuclear power plant; Ecology","score_opus":0.02304946007168928,"score_gpt":0.3529488417356048,"score_spread":0.3298993816639155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2653385521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6343851,0.0002329886,0.05247537,0.12011572,0.0031519784,0.0005458653,0.000009359843,0.00029679554,0.18878682],"genre_scores_gemma":[0.98850304,0.0011224176,0.00013754466,0.00055604265,0.00020206183,0.000022233595,8.0361906e-7,0.0000052759597,0.009450576],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992769,0.0001608578,0.000086084874,0.00015429435,0.00011538735,0.00020652429],"domain_scores_gemma":[0.9997038,0.00006876873,0.000039400842,0.00008743071,0.00005428346,0.00004630555],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025234342,0.000055230354,0.000079094556,0.000057466685,0.00027277402,0.000017153645,0.00008480628,0.00007619464,0.008193398],"category_scores_gemma":[0.000060154576,0.000040280807,0.000036257683,0.00006923037,0.0010169795,0.00023573272,0.000018778403,0.00003487189,0.00064344256],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007407643,0.00013514484,0.045746304,0.000004134689,0.000053301366,0.00003479172,0.028709995,1.9191228e-7,0.0012961918,0.12475916,0.020215228,0.7789715],"study_design_scores_gemma":[0.0005089375,0.00007016129,0.15098357,0.000014344817,0.000018749655,0.0000012216398,0.013482413,0.0000020241648,0.00055446866,0.00218482,0.83202946,0.00014984119],"about_ca_topic_score_codex":0.00048954505,"about_ca_topic_score_gemma":0.007339962,"teacher_disagreement_score":0.81181425,"about_ca_system_score_codex":0.00011698315,"about_ca_system_score_gemma":0.000028025841,"threshold_uncertainty_score":0.9927133},"labels":[],"label_agreement":null},{"id":"W267332302","doi":"","title":"Assessing Contention: Understanding Nuclear Waste Storage Opposition in the U.S. and Canada","year":2012,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Opposition (politics); Political science; Law; Politics","score_opus":0.11708298059063786,"score_gpt":0.3302571027124367,"score_spread":0.21317412212179881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W267332302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7183808,0.000033445434,0.002061658,0.008414886,0.00028425973,0.00015059368,3.148167e-7,0.000018562196,0.27065545],"genre_scores_gemma":[0.9982694,0.00005025416,0.00005199173,0.0010829086,0.00007349917,0.0000014623846,7.454351e-7,0.00000191817,0.00046782507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9994749,0.0001259738,0.00005449947,0.00004698923,0.00016910864,0.00012854798],"domain_scores_gemma":[0.9998778,0.000023359466,0.000017523147,0.000036752986,0.0000059935096,0.00003856405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006071875,0.000027716838,0.000031904947,0.000019963774,0.00030394003,0.00016158496,0.00004540228,0.000015198447,0.00023974558],"category_scores_gemma":[0.000009021494,0.000020523075,0.000007684327,0.000058884303,0.000043064276,0.00042816027,0.000012059811,0.000037808375,0.000002561908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032251785,0.00003787931,0.007160883,0.000008414658,0.0000064913047,0.0000039348974,0.04431154,0.0000073841866,0.00010714225,0.9231989,0.021263087,0.003891118],"study_design_scores_gemma":[0.00014979146,0.0000047827734,0.032535546,0.000011613018,0.000006550308,6.736842e-7,0.86230034,0.00012148834,7.7718954e-7,0.00036779753,0.10442985,0.00007082144],"about_ca_topic_score_codex":0.58165056,"about_ca_topic_score_gemma":0.8680164,"teacher_disagreement_score":0.9228311,"about_ca_system_score_codex":0.0002737739,"about_ca_system_score_gemma":0.000028872098,"threshold_uncertainty_score":0.42113528},"labels":[],"label_agreement":null},{"id":"W2717650994","doi":"10.1057/s41271-017-0078-8","title":"Waterpipe product packaging and labelling at the 3rd international Hookah Fair; does it comply with Article 11 of the Framework Convention on Tobacco Control?","year":2017,"lang":"en","type":"article","venue":"Journal of Public Health Policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Cancer Institute","keywords":"Tobacco control; Labelling; Public health law; Packaging and labeling; Convention; Public health; Product (mathematics); Medical sociology; Business; Environmental health; Control (management); Public health policy; Health policy; Political science; Medicine; Marketing; Law; Computer science; Psychology","score_opus":0.06680355613849587,"score_gpt":0.40636322988304024,"score_spread":0.3395596737445444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2717650994","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44713286,0.000018983988,0.00057316583,0.55003095,0.00033838133,0.00016789445,0.0000028130532,0.0000042279116,0.0017307068],"genre_scores_gemma":[0.99111944,0.0003291053,0.00012961372,0.006287458,0.0007607121,0.0000026902599,2.55937e-7,0.000005166569,0.0013655756],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984447,0.00037145833,0.00032973793,0.000096659336,0.0005069482,0.00025052082],"domain_scores_gemma":[0.998504,0.00009290548,0.00081282755,0.00022757503,0.00021914672,0.00014356566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033115898,0.000065760025,0.00015184299,0.00008266084,0.0011522765,0.00028461183,0.00041389687,0.000026499396,0.00010023194],"category_scores_gemma":[0.00071971194,0.000030061756,0.00005351871,0.00008390116,0.00034788554,0.00033203248,0.00007280799,0.00018317172,0.0000042927018],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014088838,0.00031679485,0.41354007,0.000069841015,0.0002085978,0.0000035714036,0.09860876,0.00013937449,0.00016897579,0.33239558,0.012405679,0.14200188],"study_design_scores_gemma":[0.0013036088,0.00016021653,0.40268487,0.00027501094,0.000017559425,0.0000073278447,0.015379922,0.00009106852,0.00005257298,0.0030087805,0.57691765,0.000101431],"about_ca_topic_score_codex":0.0029482767,"about_ca_topic_score_gemma":0.0040207785,"teacher_disagreement_score":0.56451195,"about_ca_system_score_codex":0.0002221323,"about_ca_system_score_gemma":0.00031272473,"threshold_uncertainty_score":0.88624966},"labels":[],"label_agreement":null},{"id":"W2741750511","doi":"10.5509/2017903433","title":"All Politics is Local: Judicial and Electoral Institutions' Role in Japan's Nuclear Restarts","year":2017,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Politics; Political science; Political economy; Public administration; Law; Sociology","score_opus":0.034484060238261525,"score_gpt":0.3180663494647474,"score_spread":0.2835822892264859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741750511","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09431373,0.000040657273,0.00006168861,0.00455042,0.00042512862,0.00021129358,0.000010491252,0.000075281896,0.9003113],"genre_scores_gemma":[0.9978757,0.00029697447,0.00011369193,0.00012301163,0.00019298091,0.000005583799,0.0000021721219,0.0000081356475,0.0013817436],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902934,0.00005644414,0.00012414246,0.00020192821,0.00027041556,0.00031770335],"domain_scores_gemma":[0.99950624,0.000010600604,0.000058186204,0.00023844333,0.000050100258,0.00013644535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034400393,0.00008096834,0.00010796097,0.00007699038,0.00094877684,0.0002118849,0.00019896137,0.000079496254,0.00027829845],"category_scores_gemma":[0.00012588828,0.000086217406,0.00003112361,0.00005645162,0.0007807425,0.00026477707,0.00007886006,0.00010614514,0.0001217035],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004023745,0.00021097064,0.025232641,0.00002230984,0.000028994751,0.000026835787,0.14745954,0.000021022122,0.00007753262,0.7222304,0.07532655,0.029322969],"study_design_scores_gemma":[0.0002475862,0.000023548917,0.021396367,0.000015060215,0.000009268882,3.5022353e-7,0.19953088,0.00014742585,0.0000037668303,0.0038448574,0.7746415,0.00013940234],"about_ca_topic_score_codex":0.01256301,"about_ca_topic_score_gemma":0.011057108,"teacher_disagreement_score":0.90356195,"about_ca_system_score_codex":0.00016297455,"about_ca_system_score_gemma":0.00009845303,"threshold_uncertainty_score":0.9940124},"labels":[],"label_agreement":null},{"id":"W2745199292","doi":"10.1111/trf.14227","title":"Losing sight of the precautionary principle","year":2017,"lang":"en","type":"letter","venue":"Transfusion","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Work & Health; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Precautionary principle; Sight; Medicine; Biology; Physics; Biotechnology","score_opus":0.03883635718099475,"score_gpt":0.32415185233680877,"score_spread":0.285315495155814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745199292","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069697355,0.000068860376,0.00014760127,0.79923075,0.0015650548,0.00071914034,0.000015763719,0.000051195075,0.1912319],"genre_scores_gemma":[0.14309925,0.007840912,0.00038602485,0.31660447,0.010281236,0.00009232554,0.00012876732,0.000095889496,0.52147114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877006,0.00019608258,0.000148109,0.00017979012,0.0005376855,0.00016830019],"domain_scores_gemma":[0.9994003,0.000028101433,0.00012211464,0.00038541076,0.000043961543,0.000020118627],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003003202,0.000094720155,0.00012969082,0.000042068063,0.00087764,0.000039778788,0.0005279374,0.00030453276,0.0010681145],"category_scores_gemma":[0.000020931417,0.000066919834,0.00015907348,0.000057182362,0.00029844788,0.000084384665,0.00004641733,0.00040512581,0.000037379454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058885353,0.000028041677,0.00016931858,0.000094847,0.000016752037,0.0000078210805,0.008523048,0.000004285605,0.00043417842,0.0010376871,0.9800204,0.009657716],"study_design_scores_gemma":[0.00008416096,0.0000073299757,0.0035907817,0.00011205156,0.000031390053,2.609138e-7,0.00007967596,0.0000036216152,0.000052241925,0.00030508585,0.99564934,0.0000840768],"about_ca_topic_score_codex":0.0015567972,"about_ca_topic_score_gemma":0.00083840016,"teacher_disagreement_score":0.4826263,"about_ca_system_score_codex":0.00007103567,"about_ca_system_score_gemma":0.000105123945,"threshold_uncertainty_score":0.999845},"labels":[],"label_agreement":null},{"id":"W2751323372","doi":"10.17160/josha.4.3.324","title":"No idea of risk, Expensive environmental and health panic. Keine Ahnung von Risiko,Teure Umwelt- und Gesundheitspanik.","year":2017,"lang":"de","type":"article","venue":"Journal of Science Humanities and Arts - JOSHA","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Umwelt; Health risk; Panic; Environmental health; Psychology; Medicine; Philosophy; Humanities; Psychiatry; Anxiety","score_opus":0.06609345570798535,"score_gpt":0.3382200711312287,"score_spread":0.27212661542324335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751323372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731796,0.012678407,0.000030198615,0.0031648339,0.0025004318,0.00034285508,0.000062719926,0.000008953396,0.0080320295],"genre_scores_gemma":[0.9160345,0.08017944,0.00020573613,0.00060847,0.0009305986,0.0000011710015,0.0000012632047,0.000012480399,0.0020263132],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.996978,0.00014577311,0.00078388135,0.0003695388,0.0011725739,0.0005502227],"domain_scores_gemma":[0.9966986,0.00009407246,0.0023505518,0.0003202561,0.0001954543,0.00034103857],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0032656754,0.00024376751,0.0005434676,0.00026992967,0.0056340583,0.0011570761,0.0007575678,0.000078245284,0.000456719],"category_scores_gemma":[0.00022052298,0.00021233068,0.00012796759,0.000070556875,0.0067535676,0.001779804,0.0005651104,0.00038889906,0.000033925233],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039945453,0.0013692952,0.052869696,0.00058545434,0.00069983694,0.0002253267,0.5182755,0.00007552402,0.004703462,0.08862038,0.047050465,0.2851256],"study_design_scores_gemma":[0.0015438565,0.001624652,0.471058,0.0005935703,0.00026212452,0.000026059233,0.14025615,0.00018515394,0.00007897645,0.0024067317,0.3814352,0.0005295325],"about_ca_topic_score_codex":0.0023257039,"about_ca_topic_score_gemma":0.0009720772,"teacher_disagreement_score":0.41818833,"about_ca_system_score_codex":0.0001867483,"about_ca_system_score_gemma":0.00023153651,"threshold_uncertainty_score":0.99987984},"labels":[],"label_agreement":null},{"id":"W2753182870","doi":"","title":"The Search for a Model System which Balances Freedom and Respect for End of Life Decisions and Strict Regulation to Protect the Vulnerable from Abuse","year":2011,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Computer security; Engineering; Computer science","score_opus":0.014512202455359316,"score_gpt":0.21420979287657838,"score_spread":0.19969759042121907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753182870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8348812,0.0018526523,0.0049999696,0.00798288,0.0008391272,0.0076375296,0.00234838,0.000028177912,0.13943008],"genre_scores_gemma":[0.98561335,0.0011711558,0.0016913705,0.000098809476,0.00008702182,0.00019695556,0.000032078955,0.00001567295,0.011093602],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9980932,0.00019028531,0.00026905403,0.00023518146,0.0010094835,0.00020282148],"domain_scores_gemma":[0.9980117,0.0014712185,0.00018205796,0.00016779495,0.000006683702,0.0001605401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017264011,0.00012811105,0.00021363675,0.000022416309,0.0011988544,0.00007451861,0.0002397231,0.000042622167,0.000005456444],"category_scores_gemma":[0.000057292906,0.00008747908,0.000025245543,0.00008316436,0.00008548033,0.0001493644,0.00003905005,0.00010319763,9.0834296e-10],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008547078,0.000050944323,0.0020121338,0.0009915034,0.000475614,0.0000015867097,0.037958078,0.002249083,0.0034241532,0.8579616,0.011011419,0.07531682],"study_design_scores_gemma":[0.0025262563,0.00060544134,0.12893744,0.0016457816,0.0003751354,5.2977515e-7,0.5667683,0.112419605,0.0070691044,0.021183511,0.15735033,0.0011185749],"about_ca_topic_score_codex":0.03758962,"about_ca_topic_score_gemma":0.62012255,"teacher_disagreement_score":0.8367781,"about_ca_system_score_codex":0.000011937624,"about_ca_system_score_gemma":0.0011978705,"threshold_uncertainty_score":0.96881914},"labels":[],"label_agreement":null},{"id":"W2763473155","doi":"10.12789/geocanj.2017.44.122","title":"Geo-Ethics: What to do When Approval Authority Decisions Contradict Sound Science?","year":2017,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Jurisdiction; Scientific evidence; Regulatory science; Professional association; Action (physics); Taxpayer; Public relations; Business; Political science; Engineering ethics; Medicine; Law; Engineering","score_opus":0.08641637028677694,"score_gpt":0.37736473526534503,"score_spread":0.2909483649785681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763473155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.754274,0.00015328258,0.011087555,0.11595968,0.0151609685,0.0015071996,0.00004488672,0.00013288773,0.10167951],"genre_scores_gemma":[0.98675084,0.00021701006,0.0018256778,0.00410627,0.00026221172,0.000026812204,8.774372e-7,0.000006302706,0.0068039773],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955325,0.00011515239,0.00022560633,0.0006885365,0.0024827735,0.00095540495],"domain_scores_gemma":[0.997419,0.00018211345,0.000137062,0.00093046227,0.00034925676,0.0009821302],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0055611436,0.00014327491,0.00017471706,0.00014854605,0.012325539,0.004399098,0.0029250663,0.00007896164,0.00042155437],"category_scores_gemma":[0.00543308,0.00013396169,0.000048143484,0.00042418466,0.0028776443,0.0022761943,0.0004332499,0.00028554568,0.00007215046],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020484982,0.00009305843,0.008444486,0.000009371521,0.000012759879,0.000073388925,0.0779544,0.000091730224,0.00026023787,0.4232297,0.07213735,0.41767305],"study_design_scores_gemma":[0.00017129087,0.000029604353,0.06438793,0.000044026416,0.000008547392,0.0000014738247,0.03452844,0.00012840747,0.000013106637,0.016835976,0.88353866,0.000312516],"about_ca_topic_score_codex":0.90669423,"about_ca_topic_score_gemma":0.9818248,"teacher_disagreement_score":0.8114013,"about_ca_system_score_codex":0.0009263488,"about_ca_system_score_gemma":0.007325905,"threshold_uncertainty_score":0.99983597},"labels":[],"label_agreement":null},{"id":"W2766215419","doi":"10.51291/2377-7478.1234","title":"Support for the precautionary principle","year":2017,"lang":"en","type":"article","venue":"Animal Sentience","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Sentience; Precautionary principle; Environmental ethics; Invertebrate; Philosophy; Epistemology; Animal welfare; Ecology; Biology","score_opus":0.0758716095317341,"score_gpt":0.41421734715173497,"score_spread":0.33834573762000086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766215419","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41377246,0.00007971472,0.00838016,0.036207102,0.0023809879,0.002003601,0.000017286535,0.00018694052,0.53697175],"genre_scores_gemma":[0.9590494,0.00016117324,0.0002862871,0.0002961247,0.00019640576,0.000045793196,0.0000010242926,0.000002713406,0.03996106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994226,0.000017382557,0.000067,0.00012519497,0.00019146535,0.00017633698],"domain_scores_gemma":[0.9995963,0.00003547206,0.0000641245,0.00021953668,0.000042591342,0.000041985055],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004499324,0.00003781307,0.000037981026,0.000009509036,0.0027945295,0.00018881458,0.0004844933,0.000021286798,0.0004910751],"category_scores_gemma":[0.0001323995,0.00002773393,0.00004639683,0.000024371988,0.00033351607,0.00026710922,0.00009529332,0.000029801118,0.0001231565],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006572956,0.00011365647,0.032152552,0.000013724278,0.000025855481,0.000003816105,0.012492908,0.000009958691,0.000693186,0.81279904,0.082219176,0.059410382],"study_design_scores_gemma":[0.00005775421,0.00002703065,0.23284388,0.0000015563538,0.000005612306,1.5407984e-7,0.00093259354,0.00014607812,0.000018598439,0.00048549043,0.7654429,0.000038372713],"about_ca_topic_score_codex":0.00061461405,"about_ca_topic_score_gemma":0.0006394594,"teacher_disagreement_score":0.81231356,"about_ca_system_score_codex":0.000024451647,"about_ca_system_score_gemma":0.000046662677,"threshold_uncertainty_score":0.9985037},"labels":[],"label_agreement":null},{"id":"W2766671230","doi":"10.1136/bmj.j4742","title":"Using the power of the media to reduce the risk of suicide","year":2017,"lang":"en","type":"letter","venue":"BMJ","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Toronto","funders":"","keywords":"Power (physics); Environmental science; Physics","score_opus":0.10180804229141195,"score_gpt":0.4041970413799519,"score_spread":0.30238899908853994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766671230","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01193467,0.000047409092,0.000040748117,0.9157657,0.0017653073,0.0008586376,0.000025593547,0.000008430494,0.06955349],"genre_scores_gemma":[0.38896808,0.00055285875,0.0005962462,0.5282403,0.011668568,0.00008438668,0.0000065314175,0.000057550555,0.06982545],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826884,0.00056089135,0.00020766782,0.00013117891,0.00065294927,0.00017845332],"domain_scores_gemma":[0.99833906,0.00020372041,0.00047180045,0.00088275067,0.00008401524,0.000018671812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017385408,0.00008894,0.00015165433,0.000028361885,0.0005934802,0.0000543897,0.0013147944,0.00014423343,0.00035824385],"category_scores_gemma":[0.00077752647,0.00003836866,0.00016771641,0.00010009892,0.00057041796,0.000032206113,0.0002114247,0.00037551817,0.000025737496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023017603,0.0000032743903,0.00017272819,0.0000040825025,0.000025186358,9.788598e-7,0.016647443,0.00001251982,0.000021066435,0.0002858476,0.98197395,0.00085061166],"study_design_scores_gemma":[0.000034157674,0.000003946548,0.009592217,0.000049212224,0.00006638439,2.5809192e-7,0.0037668739,0.000002460851,0.000018993976,0.0004854613,0.9859199,0.00006013236],"about_ca_topic_score_codex":0.011234319,"about_ca_topic_score_gemma":0.002463098,"teacher_disagreement_score":0.38752538,"about_ca_system_score_codex":0.000040349718,"about_ca_system_score_gemma":0.00012589851,"threshold_uncertainty_score":0.99534994},"labels":[],"label_agreement":null},{"id":"W2767514066","doi":"10.1002/agr.21524","title":"Trust and consumer risk perceptions regarding BSE and chronic wasting disease","year":2017,"lang":"en","type":"article","venue":"Agribusiness","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Alberta Prion Research Institute; PrioNet Canada","keywords":"Chronic wasting disease; Bovine spongiform encephalopathy; EconLit; Food safety; Risk perception; Affect (linguistics); Business; Perception; Disease; Consumption (sociology); Marketing; Environmental health; Public economics; Medicine; Psychology; MEDLINE; Economics; Political science; Prion protein","score_opus":0.025234208996481582,"score_gpt":0.31325440935639376,"score_spread":0.28802020035991216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767514066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881584,0.0005536997,0.00038474804,0.003068376,0.00026911002,0.0001997007,0.000011752579,0.00006179699,0.007292435],"genre_scores_gemma":[0.988093,0.009285037,0.00010983853,0.00005752931,0.00030877665,0.000013719441,0.0000039309907,0.0000069556804,0.002121172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992709,0.00006390192,0.000093859744,0.00021832624,0.00014452667,0.00020848065],"domain_scores_gemma":[0.9994133,0.00003166151,0.000096312186,0.00022731528,0.00006456729,0.00016686096],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00035223563,0.00008384949,0.00009884074,0.000037733036,0.0030512076,0.00045271823,0.00013336359,0.000037578713,0.00021778817],"category_scores_gemma":[0.0003842682,0.00007501015,0.000024377536,0.000048224563,0.00052149326,0.00042506968,0.00014531946,0.00007410386,0.000030984687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013075503,0.000034246114,0.8673444,0.0001010705,0.000024907044,0.000011516766,0.0043991962,0.000018521101,0.00013554757,0.0067973053,0.002878197,0.118242055],"study_design_scores_gemma":[0.00031688617,0.0000036466465,0.9303147,0.0000717497,0.00005747541,5.2595516e-7,0.0018700274,0.00030188967,6.339133e-7,0.00022296187,0.06671394,0.00012553293],"about_ca_topic_score_codex":0.0012288354,"about_ca_topic_score_gemma":0.0023118511,"teacher_disagreement_score":0.11811652,"about_ca_system_score_codex":0.000053008338,"about_ca_system_score_gemma":0.00004885886,"threshold_uncertainty_score":0.99824667},"labels":[],"label_agreement":null},{"id":"W2767634146","doi":"10.7202/1041764ar","title":"Éthique et justice climatique : entre motivations morales et amorales","year":2016,"lang":"fr","type":"article","venue":"Les ateliers de l éthique","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Economic Justice; Philosophy; Law","score_opus":0.0417089908905877,"score_gpt":0.33803752003552257,"score_spread":0.29632852914493485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767634146","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11922084,0.0019369633,0.08784771,0.5150291,0.0021400857,0.0016113449,0.00021738147,0.0006203482,0.27137628],"genre_scores_gemma":[0.8553641,0.053051706,0.009547897,0.028549962,0.000535818,0.00020497252,0.00003270273,0.00007262626,0.05264025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949422,0.002590547,0.00055677415,0.0005785608,0.00045562,0.0008763391],"domain_scores_gemma":[0.9978415,0.00078678364,0.00029504442,0.00042989047,0.00025966612,0.00038712655],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023185452,0.00039821517,0.00036738682,0.00018184667,0.0006222408,0.00022590198,0.00053640164,0.000795201,0.0029521177],"category_scores_gemma":[0.0008676631,0.0003403009,0.0002498225,0.00046262905,0.0010795413,0.0009262057,0.00019001614,0.0006975057,0.0009145904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020516953,0.00019008017,0.0034950231,0.00018017244,0.00007024033,0.000031697346,0.020405982,0.00038117796,0.0008785727,0.923887,0.029281883,0.021177648],"study_design_scores_gemma":[0.00075132074,0.00011564058,0.017974256,0.0009241192,0.0002517377,0.000012303805,0.026057668,0.00041404256,0.0002613862,0.099063635,0.85335374,0.00082016096],"about_ca_topic_score_codex":0.0031064672,"about_ca_topic_score_gemma":0.010261887,"teacher_disagreement_score":0.8248234,"about_ca_system_score_codex":0.00083229784,"about_ca_system_score_gemma":0.00040797354,"threshold_uncertainty_score":0.99990493},"labels":[],"label_agreement":null},{"id":"W2768376868","doi":"10.31542/j.ecj.1229","title":"If You Want to Get Away with Murder, Use Your Car","year":2017,"lang":"en","type":"article","venue":"Earth Common Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Blame; Pedestrian; Perception; Criminology; Suicide prevention; Political science; Empirical evidence; Public discourse; Public health; Poison control; Sociology; Psychology; Environmental health; Social psychology; Law; Engineering; Medicine; Transport engineering; Politics","score_opus":0.05642519753841846,"score_gpt":0.34387312102392487,"score_spread":0.2874479234855064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768376868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93891716,0.000022955492,0.0010428538,0.018431716,0.0008768636,0.0002185755,0.0000045319225,0.000044288878,0.04044107],"genre_scores_gemma":[0.9757798,0.00027595024,0.0015745955,0.0007174804,0.0006532112,0.0000030787844,7.083574e-7,0.000011079983,0.02098414],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987053,0.00014899592,0.00016095857,0.0001381942,0.0005086871,0.0003378438],"domain_scores_gemma":[0.9989769,0.00001562873,0.00015649227,0.00034938817,0.00010524959,0.00039632703],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006880951,0.000098446355,0.00014498686,0.00007642222,0.0025183966,0.0012558688,0.00049244927,0.00004177132,0.00074492424],"category_scores_gemma":[0.00009446361,0.00007629928,0.0000645584,0.000056095763,0.00014208032,0.00053919037,0.0000879877,0.00025111443,0.00028271152],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025097068,0.00028695387,0.43986264,0.00001044038,0.00017062541,0.0006067826,0.1213426,0.0007966263,0.00019168887,0.010535821,0.14994964,0.27599522],"study_design_scores_gemma":[0.00032609736,0.00009190217,0.24021664,0.000027130483,0.000011451429,0.000010620081,0.0043348237,0.000017437145,0.0000081276485,0.00014978448,0.75468826,0.000117705444],"about_ca_topic_score_codex":0.0020950101,"about_ca_topic_score_gemma":0.007921168,"teacher_disagreement_score":0.60473865,"about_ca_system_score_codex":0.000040159513,"about_ca_system_score_gemma":0.00009230577,"threshold_uncertainty_score":0.99978095},"labels":[],"label_agreement":null},{"id":"W2779627045","doi":"10.4233/uuid:03d807bf-9dca-4ff2-a797-8521227625e2","title":"Reflections on the Reversibility of Nuclear Energy Technologies","year":2017,"lang":"en","type":"article","venue":"PhilPapers (PhilPapers Foundation)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Technocracy; Nuclear weapon; Nuclear technology; Emerging technologies; Politics; Secrecy; Production (economics); Political science; Atomic energy; Business; Engineering; Nuclear power; Sociology; Economics; Law; Computer science; Social science","score_opus":0.08920635335347178,"score_gpt":0.3850485533141431,"score_spread":0.29584219996067135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2779627045","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018514568,0.00001108092,0.00006642486,0.11783715,0.00058661186,0.0003104176,0.0000036017764,0.00030897866,0.86236113],"genre_scores_gemma":[0.99358463,0.0009801006,0.00024763268,0.001282377,0.00012364535,0.00003097786,0.0000046275322,0.000014792177,0.0037311895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847925,0.00016618436,0.00024717892,0.00034224195,0.00048758995,0.00027758398],"domain_scores_gemma":[0.99831235,0.00014425314,0.00029351414,0.0010529245,0.00014214605,0.00005479729],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077982846,0.00014580018,0.00016836675,0.000112466754,0.004434493,0.00025466387,0.0010028027,0.0001197766,0.0020909123],"category_scores_gemma":[0.0010930917,0.00011431699,0.00013034027,0.00020232801,0.0017770741,0.0004516848,0.00014994139,0.000171586,0.0002473955],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023867346,0.00007189829,0.00015472423,0.0000045115385,0.00004062318,7.461283e-7,0.0030786777,0.000004127332,0.00046809018,0.9223344,0.002908147,0.07091023],"study_design_scores_gemma":[0.00020467448,0.000061040366,0.00472254,0.000021974918,0.00003180261,3.9637035e-7,0.018682614,0.0000115866,0.000078700665,0.024997212,0.9510152,0.00017227653],"about_ca_topic_score_codex":0.0021187281,"about_ca_topic_score_gemma":0.0036925005,"teacher_disagreement_score":0.97507006,"about_ca_system_score_codex":0.00022452974,"about_ca_system_score_gemma":0.00007924367,"threshold_uncertainty_score":0.9988213},"labels":[],"label_agreement":null},{"id":"W2781868196","doi":"10.14382/epitoanyag-jsbcm.2017.20","title":"From Nuclear to Cogeneration – How a natural disaster can change the policy of a country","year":2017,"lang":"en","type":"article","venue":"Epitoanyag-Journal of Silicate Based and Composite Materials","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Cogeneration; Natural (archaeology); Natural disaster; Business; Natural resource economics; Environmental science; Economics; History; Geography; Physics; Meteorology","score_opus":0.029476341397426855,"score_gpt":0.30965967368342723,"score_spread":0.2801833322860004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781868196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9429531,0.0000676601,0.000029899078,0.055865362,0.0005555042,0.00023772707,0.000077344055,0.000007558577,0.00020580507],"genre_scores_gemma":[0.9960146,0.00015955578,0.000173935,0.0017908022,0.0017157281,0.0000062554705,0.0000060137672,0.000009059829,0.0001240501],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989964,0.00019795497,0.0002431412,0.000114000555,0.00029108822,0.00015741552],"domain_scores_gemma":[0.99905014,0.00003503712,0.00045679786,0.0002300154,0.00011812836,0.00010987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054837007,0.00009880154,0.00023503364,0.0000759251,0.0005869318,0.0005930544,0.0004105697,0.000043153497,0.00009268586],"category_scores_gemma":[0.00006173052,0.00006716535,0.000051688585,0.000051757062,0.00021181394,0.00023768112,0.00008079497,0.00005448603,0.0000048586594],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003916817,0.000093004775,0.00074453786,0.000029777073,0.00007981195,0.00000902935,0.027472297,0.0000059089175,0.9485199,0.0036455356,0.00372025,0.01528826],"study_design_scores_gemma":[0.0040556653,0.0007167526,0.32601866,0.00066200166,0.0003714171,0.000014266264,0.013805908,0.00023752057,0.08556867,0.0016911528,0.5659705,0.00088747893],"about_ca_topic_score_codex":0.006004696,"about_ca_topic_score_gemma":0.00049878535,"teacher_disagreement_score":0.8629512,"about_ca_system_score_codex":0.000043164066,"about_ca_system_score_gemma":0.000044021235,"threshold_uncertainty_score":0.9077344},"labels":[],"label_agreement":null},{"id":"W2789517931","doi":"10.1002/wene.289","title":"Technical and social problems of nuclear waste","year":2018,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Energy and Environment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Global Affairs Canada","funders":"","keywords":"Nuclear power; Dispose pattern; Radioactive waste; Scrutiny; Opposition (politics); Spent nuclear fuel; Business; Nuclear industry; Waste disposal; Waste management; Environmental economics; Natural resource economics; Engineering; Political science; Politics; Economics; Law; Nuclear engineering","score_opus":0.02648873513497867,"score_gpt":0.2939895468447447,"score_spread":0.26750081170976603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789517931","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36346138,0.030886795,0.008847136,0.05311855,0.0013178851,0.003086033,0.000032827265,0.00032342912,0.53892595],"genre_scores_gemma":[0.9229221,0.07363146,0.0006792644,0.00037787564,0.00032988843,0.000042067863,0.0000044663034,0.00001276654,0.0020001226],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990908,0.00013423368,0.00025873497,0.00021875039,0.00013894151,0.00015856524],"domain_scores_gemma":[0.9997028,0.000008995509,0.000099107674,0.00011673993,0.000005230682,0.000067141395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044010277,0.000101263686,0.00021437823,0.000035459416,0.00047130487,0.000018077615,0.00011139667,0.00006855567,0.000645431],"category_scores_gemma":[0.0000033681674,0.00008334762,0.0000592938,0.000042621916,0.0009155921,0.00008963118,0.00050428516,0.000046469944,0.000029586963],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006408255,0.0003112157,0.00021187737,0.00020102308,0.000037817153,0.0000027535336,0.05216692,0.000005605623,0.0035477933,0.098117925,0.05103877,0.79429424],"study_design_scores_gemma":[0.000114432536,0.00017059475,0.0005680251,0.000103052895,0.000023017457,0.0000013681586,0.0021843943,0.000032897166,0.000008435865,0.0017759961,0.9949094,0.000108394845],"about_ca_topic_score_codex":0.000046762027,"about_ca_topic_score_gemma":0.00022345757,"teacher_disagreement_score":0.9438706,"about_ca_system_score_codex":0.00003908062,"about_ca_system_score_gemma":0.0000037980762,"threshold_uncertainty_score":0.7067017},"labels":[],"label_agreement":null},{"id":"W2789727702","doi":"10.2196/publichealth.7598","title":"Relationships Among Tweets Related to Radiation: Visualization Using Co-Occurring Networks","year":2018,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Visualization; Fukushima Nuclear Accident; Environmental health; Risk communication; Internet privacy; Computer security; Business; Computer science; Medicine; Nuclear power plant; Data mining; Physics","score_opus":0.08361752436911286,"score_gpt":0.40544401832999105,"score_spread":0.3218264939608782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789727702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9390828,0.0002575439,0.028748838,0.008715957,0.0007763042,0.0012334132,0.0000044116655,0.00031804942,0.020862691],"genre_scores_gemma":[0.9966225,0.00026189222,0.00014882172,0.0020777718,0.0003307913,0.000025538478,0.000029716975,0.00001081859,0.0004921461],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997882,0.000823644,0.0003212867,0.00025948058,0.00026177234,0.00045182314],"domain_scores_gemma":[0.9988577,0.00008188519,0.00014598617,0.00013936755,0.0001340427,0.0006410305],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031493555,0.00008900633,0.00014389305,0.00016055354,0.001637692,0.00020755062,0.00009767775,0.00010598066,0.00014583515],"category_scores_gemma":[0.00038740935,0.000096499134,0.000021085849,0.00078802835,0.00015577157,0.00034693535,0.00002882398,0.00012120106,0.000031559393],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054338316,0.000020293493,0.93325967,0.000012173549,0.000005891682,3.1787695e-7,0.018967919,0.000100225465,4.4945443e-7,0.013548816,0.010228069,0.023850773],"study_design_scores_gemma":[0.00016871307,0.000038831473,0.47560433,0.000008522736,2.3618647e-7,3.40968e-7,0.0021391253,0.010258285,3.0930657e-8,0.000058773585,0.5116101,0.00011271781],"about_ca_topic_score_codex":0.00076932635,"about_ca_topic_score_gemma":0.002342992,"teacher_disagreement_score":0.50138205,"about_ca_system_score_codex":0.00020955697,"about_ca_system_score_gemma":0.00025156807,"threshold_uncertainty_score":0.99966204},"labels":[],"label_agreement":null},{"id":"W2790082036","doi":"10.18103/mra.v6i3.1710","title":"The practical value of a life: priceless, or a CBA calculation?","year":2018,"lang":"en","type":"article","venue":"Medical Research Archives","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Valuation (finance); Value (mathematics); Standardization; Value of life; Human life; Actuarial science; Risk analysis (engineering); Constitution; Positive economics; Law and economics; Economics; Law; Political science; Business; Microeconomics; Mathematics; Statistics","score_opus":0.1312798503391575,"score_gpt":0.527664425050994,"score_spread":0.39638457471183647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790082036","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08985716,0.000257506,0.02079761,0.27774793,0.000508686,0.0014427353,0.0000042709876,0.00011230963,0.60927176],"genre_scores_gemma":[0.9759466,0.0038051927,0.0016367069,0.0004335055,0.0010293599,0.00006178149,0.0000015605376,0.000008941696,0.017076371],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99462837,0.0018698395,0.00022624925,0.00018009255,0.0025964733,0.0004990034],"domain_scores_gemma":[0.9946286,0.0044194306,0.000043444335,0.00022481276,0.00013850938,0.0005452049],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00564537,0.000051734398,0.00010253593,0.00009307723,0.0012372388,0.00007946089,0.00049249287,0.000054473392,0.0021031317],"category_scores_gemma":[0.031475943,0.00002864699,0.00004603056,0.0004354023,0.005391255,0.00008008346,0.00027395427,0.0003632842,0.00019877148],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003848453,0.00022409846,0.0010286552,0.000021647855,0.00003921495,0.000014883447,0.023074841,3.74895e-7,0.00006150153,0.62710536,0.070619725,0.27742487],"study_design_scores_gemma":[0.00022819957,0.00016505449,0.0127194505,0.00003086357,0.0000029016642,4.698534e-7,0.0063486677,0.0018194099,0.000011150471,0.009413659,0.96921504,0.000045153967],"about_ca_topic_score_codex":0.0011985541,"about_ca_topic_score_gemma":0.0042690374,"teacher_disagreement_score":0.8985953,"about_ca_system_score_codex":0.000028208295,"about_ca_system_score_gemma":0.0017706058,"threshold_uncertainty_score":0.9988091},"labels":[],"label_agreement":null},{"id":"W2790605586","doi":"10.14745/ccdr.v41is6a03","title":"Regulatory oversight of human pathogens and toxins in Canada","year":2015,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"Canadian Food Inspection Agency; U.S. Department of Justice","keywords":"Biosafety; Human health; Legislature; Statutory law; Government (linguistics); Legislation; Business; Human pathogen; Biotechnology; Political science; Environmental health; Biology; Law; Medicine","score_opus":0.03624652637511162,"score_gpt":0.28238508456249056,"score_spread":0.24613855818737895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790605586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93999183,0.0005470134,8.6471266e-7,0.0010888494,0.00011860915,0.00015286922,0.000016769709,0.000008765264,0.05807441],"genre_scores_gemma":[0.9972185,0.00012319542,0.000019753294,0.00031679776,0.000013174918,0.0000072057546,0.000020092857,0.000005639571,0.002275672],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987516,0.00015919439,0.00025230466,0.00012895839,0.0005144014,0.00019357604],"domain_scores_gemma":[0.9987296,0.000026178457,0.00011091614,0.000553802,0.000085165026,0.00049433194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004964949,0.000068613685,0.00015589764,0.000035021672,0.00018028863,0.000011955592,0.00021944183,0.000018837049,0.00009078146],"category_scores_gemma":[0.00013199628,0.00007569998,0.000019075253,0.00013565281,0.00011652377,0.00007571323,0.00012819661,0.00007048606,1.7954693e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030432971,0.000104995335,0.7820956,0.00006141612,0.000044825465,0.0028507852,0.003162137,0.0002649903,0.00006887587,0.014578663,0.19512853,0.0016087332],"study_design_scores_gemma":[0.0002772353,0.0000059332688,0.38740012,0.000030372188,0.000020522086,0.000002113972,0.016906189,0.000037687467,0.0000059271465,0.00025685754,0.5949033,0.00015378493],"about_ca_topic_score_codex":0.99983966,"about_ca_topic_score_gemma":0.99999094,"teacher_disagreement_score":0.39977473,"about_ca_system_score_codex":0.0016068002,"about_ca_system_score_gemma":0.013597884,"threshold_uncertainty_score":0.9919941},"labels":[],"label_agreement":null},{"id":"W2790795367","doi":"10.1111/socf.12419","title":"The Shelf Life of a Disaster: Post‐Fukushima Policy Change in The United States And Germany","year":2018,"lang":"en","type":"article","venue":"Sociological Forum","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"German; Politics; Nuclear disaster; Nuclear energy policy; Political science; Political economy; Public administration; Sociology; Nuclear power; Law; History; Engineering","score_opus":0.057054574974180684,"score_gpt":0.37173053343880474,"score_spread":0.31467595846462404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790795367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88063127,0.00009375238,0.000009457934,0.113874845,0.00006022567,0.0002585019,0.0000067005626,0.000019006751,0.005046267],"genre_scores_gemma":[0.98430055,0.0024808263,0.000011007266,0.012733241,0.0002340223,0.000029342687,0.0000064452292,0.0000024452595,0.00020209889],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989243,0.00040891126,0.0001286285,0.000103709586,0.00014890553,0.00028553756],"domain_scores_gemma":[0.9995117,0.0002453614,0.00004878568,0.000102461025,0.00004202856,0.000049634797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087086234,0.000059864535,0.00008419221,0.000038953047,0.0005425347,0.000042092288,0.00025388444,0.00007197066,0.0000816441],"category_scores_gemma":[0.00025275728,0.000028417797,0.000037780646,0.00021962165,0.0015133738,0.000053213753,0.00010309372,0.00008786812,0.000024335643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056448305,0.00009585484,0.026897294,0.000006715518,0.000018271621,0.0000013650263,0.32424197,5.5819197e-7,0.0000502932,0.6240055,0.007159124,0.017466644],"study_design_scores_gemma":[0.00022363558,0.00029742386,0.29986304,0.0000062661284,0.000006198949,2.0873662e-7,0.23254588,0.00008195878,0.0000013568848,0.030686716,0.43619248,0.00009482099],"about_ca_topic_score_codex":0.006094234,"about_ca_topic_score_gemma":0.003662649,"teacher_disagreement_score":0.59331876,"about_ca_system_score_codex":0.000023286493,"about_ca_system_score_gemma":0.000019786014,"threshold_uncertainty_score":0.9212699},"labels":[],"label_agreement":null},{"id":"W2793255876","doi":"10.1080/14616742.2017.1419824","title":"Disposable waste, lands and bodies under Canada’s gendered nuclear colonialism","year":2018,"lang":"en","type":"article","venue":"International Feminist Journal of Politics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Charles Phelps Taft Research Center; York University; Fulbright Canada","keywords":"Appropriation; Colonialism; Nuclear power; Nuclear weapon; Indigenous; Politics; Radioactive waste; Political science; Law; Engineering; Waste management; Ecology","score_opus":0.02446005134676113,"score_gpt":0.3208579701122029,"score_spread":0.29639791876544175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793255876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55270326,0.000056925626,0.0001484913,0.03427611,0.003650764,0.000073878255,0.00006256038,0.000014238167,0.40901378],"genre_scores_gemma":[0.9834698,0.00014728372,0.00027299105,0.0022375935,0.0015902347,2.9229582e-7,0.0000014292674,0.0000062390422,0.012274145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905515,0.000040687035,0.00022401048,0.000064347914,0.00045290965,0.00016287602],"domain_scores_gemma":[0.99933547,0.000047018497,0.00014461894,0.00004813002,0.00028381363,0.00014095166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025879804,0.00005755846,0.00009305736,0.00006353594,0.0002793563,0.000116526084,0.00021050723,0.00003433001,0.0003813832],"category_scores_gemma":[0.00010200805,0.00005278907,0.000031367934,0.000026715468,0.00027500908,0.000097825614,0.00004696395,0.00007652295,0.000007314704],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041706335,0.00006633021,0.004961478,0.000007740883,0.00016165203,0.000040251678,0.020105865,0.000010608779,0.00007877978,0.76808655,0.20570369,0.00073533296],"study_design_scores_gemma":[0.00025965075,0.00005200759,0.003872959,0.000016743126,0.000016580183,0.000019170318,0.020125678,0.00005483273,0.000016465689,0.0043003308,0.97119796,0.00006761465],"about_ca_topic_score_codex":0.08716786,"about_ca_topic_score_gemma":0.24485247,"teacher_disagreement_score":0.7654943,"about_ca_system_score_codex":0.00028104094,"about_ca_system_score_gemma":0.000430673,"threshold_uncertainty_score":0.91891074},"labels":[],"label_agreement":null},{"id":"W2794374335","doi":"10.4045/tidsskr.18.0256","title":"Cohens kappa – et mål på samsvar mellom observatører","year":2018,"lang":"no","type":"article","venue":"Tidsskrift for Den norske legeforening","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Kappa; Humanities; Political science; Psychology; Mathematics; Philosophy","score_opus":0.06509565757407051,"score_gpt":0.38627232478700363,"score_spread":0.32117666721293314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794374335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58845896,0.00082666735,0.018786505,0.019569723,0.012354607,0.0050598136,0.0003316091,0.0012129801,0.35339913],"genre_scores_gemma":[0.89081615,0.0004390204,0.011357914,0.00406432,0.0045973863,0.00018633729,0.00015400785,0.0001562563,0.08822862],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949268,0.0003594083,0.00090551825,0.001103935,0.0010924131,0.0016119155],"domain_scores_gemma":[0.9974356,0.00028494312,0.00047097783,0.0007945997,0.00049244886,0.000521425],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024735425,0.00064185733,0.00071899436,0.00026522682,0.002033668,0.0005971836,0.0011113661,0.00048573143,0.004492455],"category_scores_gemma":[0.00028768528,0.0006358516,0.00055895536,0.0008342112,0.0011455835,0.00089417107,0.00040093026,0.0004672535,0.003101224],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005287949,0.00052872935,0.016421566,0.00036032617,0.00093935616,0.00003485176,0.21020441,0.00012752858,0.001442353,0.38099095,0.31801137,0.07040975],"study_design_scores_gemma":[0.0013887429,0.0005542014,0.006171972,0.00021013297,0.00035683578,0.00000338291,0.0115864985,0.001488222,0.00030318386,0.00388948,0.97314197,0.0009054076],"about_ca_topic_score_codex":0.0044579427,"about_ca_topic_score_gemma":0.008863015,"teacher_disagreement_score":0.65513057,"about_ca_system_score_codex":0.00030791076,"about_ca_system_score_gemma":0.00029428807,"threshold_uncertainty_score":0.9996093},"labels":[],"label_agreement":null},{"id":"W279508325","doi":"10.1007/978-94-007-1939-2","title":"Radiobiology and Environmental Security","year":2011,"lang":"en","type":"book","venue":"NATO science for peace and security series. C, Environmental security","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Radiobiology; Medicine; Internal medicine; Radiation therapy","score_opus":0.01148208332390502,"score_gpt":0.24669522911751088,"score_spread":0.23521314579360586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W279508325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57909155,0.01562663,0.000045864024,0.0019675046,0.0026222612,0.0077545876,0.0041477736,0.00046358604,0.38828024],"genre_scores_gemma":[0.8564309,0.05297091,0.00015807094,0.0007934106,0.0005789154,0.00017215619,0.0005925471,0.000084897256,0.088218234],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949211,0.00021487915,0.0006173173,0.0018305748,0.0011263675,0.0012897775],"domain_scores_gemma":[0.9979741,0.00010077156,0.00041307256,0.00061558955,0.000021933862,0.0008745412],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0022166322,0.0007613927,0.000808353,0.0003237731,0.0027317153,0.00030037944,0.0009707416,0.0008483982,0.0015704667],"category_scores_gemma":[0.00007063397,0.0008169521,0.00025435726,0.00015942968,0.010637172,0.0013655303,0.00096170726,0.000835683,0.000087926295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009723356,0.002216563,0.0066567175,0.0008832156,0.00043093442,0.000112896836,0.5469691,0.0000013028275,0.001886501,0.31192783,0.10333518,0.024607418],"study_design_scores_gemma":[0.0007618752,0.00040642638,0.00065915525,0.000036739326,0.00011552457,0.000028628667,0.011704128,0.000048584672,0.000098123935,0.04964637,0.9355097,0.0009847846],"about_ca_topic_score_codex":0.00051864126,"about_ca_topic_score_gemma":0.0017902448,"teacher_disagreement_score":0.8321745,"about_ca_system_score_codex":0.0011847441,"about_ca_system_score_gemma":0.00032472593,"threshold_uncertainty_score":0.99942815},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.08427474778767839,"score_gpt":0.4430836564331901,"score_spread":0.3588089086455117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800606770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916665,0.0013975662,0.00005235863,0.0013908366,0.0001342825,0.00025202913,0.000002309295,0.000018423018,0.005085728],"genre_scores_gemma":[0.98490226,0.013572569,0.0006261595,0.00009228553,0.00041634348,0.0000049063638,1.19020086e-7,0.000009974662,0.0003753998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957466,0.0011979179,0.00045257574,0.00025039728,0.0016933683,0.00065913703],"domain_scores_gemma":[0.9970976,0.00071545545,0.00034157216,0.00042719778,0.0010999057,0.00031828496],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.02211785,0.00011397719,0.00021004837,0.0004053536,0.0053637456,0.00094659574,0.0012170719,0.000076423865,0.0001787741],"category_scores_gemma":[0.0037499538,0.00007719362,0.000055569173,0.00094295613,0.0044081435,0.0007471268,0.0008168983,0.0010028188,0.00001252479],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024786292,0.00008909105,0.69570845,0.00004863182,0.000067944,0.000011600215,0.18188268,0.00007535484,0.005997047,0.0025704787,0.0011423486,0.112158485],"study_design_scores_gemma":[0.0011295091,0.00020998609,0.81673867,0.0002537155,0.000027470272,0.000019740533,0.11820855,0.0011684217,0.000056389326,0.0028872844,0.059111483,0.00018879362],"about_ca_topic_score_codex":0.0041795117,"about_ca_topic_score_gemma":0.0017150203,"teacher_disagreement_score":0.12103018,"about_ca_system_score_codex":0.0003729115,"about_ca_system_score_gemma":0.00037326277,"threshold_uncertainty_score":0.99830127},"labels":[],"label_agreement":null},{"id":"W2802556760","doi":"10.4000/books.iheid.5834","title":"Les questions de genre dans les contextes de catastrophe naturelle : points clés et pistes de recherche","year":2007,"lang":"fr","type":"book-chapter","venue":"Graduate Institute Publications eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"Geography","score_opus":0.4563328150095393,"score_gpt":0.44166603493693163,"score_spread":0.014666780072607688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802556760","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0046129497,0.00052817323,0.09257155,0.021872558,0.000538095,0.0011094813,0.0003393995,0.00050825,0.87791955],"genre_scores_gemma":[0.16479053,0.0041213594,0.1075539,0.0029741717,0.00076955504,0.00052180135,0.00078562275,0.0001566856,0.7183264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99559546,0.0010718282,0.0008223848,0.0008223432,0.00062765036,0.0010603501],"domain_scores_gemma":[0.99685144,0.0004853099,0.00051189837,0.0008838953,0.00060779403,0.0006596406],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0048998212,0.0006352931,0.0004597817,0.0005672348,0.002539344,0.0004896473,0.0011851243,0.0013159483,0.00047049602],"category_scores_gemma":[0.0010133759,0.0006988257,0.00039718367,0.00024909794,0.0028221786,0.000423699,0.00024372299,0.0021781446,0.00028530296],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009991143,0.00010300184,0.00042196034,0.00004530062,0.00014290314,0.000010618898,0.011358573,0.00006395294,0.0001501419,0.83002305,0.0026611965,0.15500933],"study_design_scores_gemma":[0.00030724882,0.000044594217,0.0064325784,0.00024423288,0.00025854178,0.000049153015,0.0024536515,0.00014136564,0.000048027578,0.07430979,0.9150707,0.000640118],"about_ca_topic_score_codex":0.04885473,"about_ca_topic_score_gemma":0.11852533,"teacher_disagreement_score":0.9124095,"about_ca_system_score_codex":0.0044215866,"about_ca_system_score_gemma":0.0026046024,"threshold_uncertainty_score":0.99998057},"labels":[],"label_agreement":null},{"id":"W2808002441","doi":"10.1177/0162243918781269","title":"What Scientists Say about the Changing Risk Calculation in the Marine Environment under the Harper Government of Canada (2006-2015)","year":2018,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Government (linguistics); Reflexivity; Risk society; Democracy; Political science; Sociology of scientific knowledge; Private sector; Science policy; Public relations; Environmental ethics; Sociology; Public administration; Social science; Law; Politics","score_opus":0.01481529679143029,"score_gpt":0.2975537067636956,"score_spread":0.2827384099722653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808002441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9620212,0.000111236805,0.00023664132,0.028318595,0.0005722133,0.00054592727,0.000002652084,0.000033448767,0.008158134],"genre_scores_gemma":[0.99574244,0.0002608845,0.00006995049,0.0007906598,0.000072931776,0.000036698217,4.9219426e-7,0.0000041240864,0.003021804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9971848,0.00019194571,0.00021109667,0.00031460694,0.0015944787,0.0005030323],"domain_scores_gemma":[0.9991186,0.000055552908,0.00017185602,0.0005702686,0.00005138125,0.000032309854],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0055232127,0.000100213634,0.000094279094,0.00018413138,0.0043172333,0.00018282056,0.0014168901,0.000052069463,0.00029633404],"category_scores_gemma":[0.00009939748,0.000053472904,0.000030206496,0.0013576609,0.008999679,0.0003052444,0.0004178489,0.00016801727,0.00001226628],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010541413,0.00021841009,0.048722167,0.000008703944,0.000034218847,0.0000046284963,0.1323892,0.0009953966,0.0031829216,0.7124116,0.012217332,0.08980487],"study_design_scores_gemma":[0.00025393898,0.0000867436,0.5300863,0.00004295221,0.000036364883,0.0000016398975,0.3227606,0.00092036516,0.0009837884,0.031382997,0.11321099,0.00023332858],"about_ca_topic_score_codex":0.053203214,"about_ca_topic_score_gemma":0.4395745,"teacher_disagreement_score":0.6810286,"about_ca_system_score_codex":0.00061328686,"about_ca_system_score_gemma":0.00018955619,"threshold_uncertainty_score":0.996979},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2884242239","doi":"10.1016/j.ejor.2018.07.034","title":"Rationalising the use of Twitter by official organisations during risk events: Operationalising the Social Amplification of Risk Framework through causal loop diagrams","year":2018,"lang":"en","type":"article","venue":"European Journal of Operational Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Causal loop diagram; Social media; Knowledge management; Risk communication; Key (lock); Risk perception; Event (particle physics); Risk management; Task (project management); Computer science; Risk analysis (engineering); Perception; Business; Process management; Psychology; System dynamics; Computer security; Engineering; Systems engineering","score_opus":0.20827455601001488,"score_gpt":0.437881052735599,"score_spread":0.22960649672558414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884242239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90664715,0.000064176806,0.08135263,0.010479225,0.0003386029,0.00037316987,0.00006735557,0.000007844329,0.00066984975],"genre_scores_gemma":[0.99361485,0.0004416174,0.0028874788,0.0002201673,0.0024365736,0.000003875677,0.000021151269,0.00002064783,0.0003536617],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9912944,0.0054708943,0.00079554314,0.00017438324,0.0020179888,0.00024679437],"domain_scores_gemma":[0.9947225,0.0013060113,0.0005758979,0.00020470792,0.003128118,0.000062805164],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008073501,0.00010763238,0.00015572451,0.00012433431,0.0038543981,0.00036919882,0.0005784822,0.000047149646,0.00079872797],"category_scores_gemma":[0.005808218,0.0000710029,0.00011397952,0.0007073926,0.001024769,0.00074870395,0.00011733297,0.00061121816,0.00004069866],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007529999,0.001130516,0.032858413,0.0000305753,0.00066528254,0.000007888192,0.4929087,0.01702675,0.01848376,0.2869684,0.1420464,0.0071203127],"study_design_scores_gemma":[0.0018598796,0.00049571594,0.73697394,0.00027871982,0.00020816614,0.000011713674,0.059096396,0.0013406868,0.0023574133,0.008173967,0.18870082,0.0005025524],"about_ca_topic_score_codex":0.0006254669,"about_ca_topic_score_gemma":0.00026573,"teacher_disagreement_score":0.70411557,"about_ca_system_score_codex":0.00016683486,"about_ca_system_score_gemma":0.0004347495,"threshold_uncertainty_score":0.9974424},"labels":[],"label_agreement":null},{"id":"W2888331679","doi":"10.1007/s11069-018-3424-7","title":"The psychology of beach users: importance of confirmation bias, action, and intention to improving rip current safety","year":2018,"lang":"en","type":"article","venue":"Natural Hazards","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Rip current; Action (physics); Hazard; Psychology; Confirmation bias; Cognition; Social psychology; Applied psychology; Public relations; Political science; Ecology","score_opus":0.056504043539350145,"score_gpt":0.4093879877274351,"score_spread":0.352883944188085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888331679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898698,0.00046882412,0.0016619861,0.003129745,0.0015900278,0.0003465529,0.000004652259,0.000026733585,0.0029017194],"genre_scores_gemma":[0.99861676,0.0005704126,0.00024708133,0.00014864931,0.00008822988,0.000005008316,0.00000460737,0.0000025278546,0.00031672226],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992382,0.000099480494,0.00022377355,0.00011460443,0.00021013392,0.000113836635],"domain_scores_gemma":[0.99939317,0.000030007976,0.00016457445,0.000110602705,0.00026652042,0.000035156183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081500754,0.000048413243,0.00008053563,0.000051832798,0.00024862122,0.00002090613,0.000112124566,0.000041223273,0.00004031091],"category_scores_gemma":[0.0002145258,0.000035365403,0.00003218699,0.00017297079,0.00026165956,0.00013983721,0.000030652052,0.00008077046,0.0000051083907],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009017318,0.000023733775,0.006797447,0.000020478728,0.000012389771,4.513993e-8,0.004744716,3.7774083e-7,0.0031461976,0.010341916,0.007239582,0.96758294],"study_design_scores_gemma":[0.0004012278,0.00013260839,0.48931253,0.00004052372,0.000022846143,5.49257e-7,0.0066710133,0.00038835724,0.00052545866,0.0008961823,0.5014933,0.00011542149],"about_ca_topic_score_codex":0.0006094446,"about_ca_topic_score_gemma":0.0048968685,"teacher_disagreement_score":0.96746755,"about_ca_system_score_codex":0.000049255206,"about_ca_system_score_gemma":0.000028119335,"threshold_uncertainty_score":0.27325675},"labels":[],"label_agreement":null},{"id":"W2892960954","doi":"10.1007/978-3-319-94436-4_3","title":"Assessing the Threat: Public Concern","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Canadian Blood Services","funders":"","keywords":"Risk perception; Stakeholder; Risk analysis (engineering); Risk assessment; Stakeholder engagement; Perception; Business; Public engagement; Risk management; Public relations; Public trust; Psychology; Political science; Computer science; Computer security","score_opus":0.20065588241934532,"score_gpt":0.407811048553382,"score_spread":0.2071551661340367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892960954","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017753298,0.0000760961,0.00049816375,0.010709525,0.00058553985,0.00023694312,0.0000011315572,0.00013742082,0.9877374],"genre_scores_gemma":[0.006632249,0.00084420515,0.000095432595,0.0020501907,0.0011388358,0.0000054547413,0.0000054961233,0.000016332659,0.9892118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898225,0.00004358902,0.0001361416,0.00020432599,0.00043382414,0.00019988716],"domain_scores_gemma":[0.9994168,0.000047408244,0.0000984733,0.000254499,0.000107785265,0.000074980504],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006514567,0.00012039768,0.00011957401,0.000046569967,0.00078600895,0.0007630849,0.0003781734,0.0001654026,0.08323645],"category_scores_gemma":[0.000024335857,0.000076076736,0.00009684536,0.000024356461,0.00073418225,0.00024538446,0.00010070932,0.00013905522,0.00356364],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.6451877e-7,0.0000021138053,0.000007593189,0.0000013184848,0.000016108805,7.3991464e-7,0.0020484566,1.8829839e-8,1.7291636e-7,0.80698085,0.15696555,0.03397692],"study_design_scores_gemma":[0.000034347617,0.000005951771,0.00005522309,0.000012328127,0.000017433678,1.3239209e-7,0.0034818673,0.000002490767,1.01495175e-7,0.03963028,0.95664907,0.00011080937],"about_ca_topic_score_codex":0.00059059396,"about_ca_topic_score_gemma":0.0044494015,"teacher_disagreement_score":0.79968345,"about_ca_system_score_codex":0.00011353437,"about_ca_system_score_gemma":0.0001483477,"threshold_uncertainty_score":0.9972122},"labels":[],"label_agreement":null},{"id":"W2894717731","doi":"10.1111/risa.13203","title":"Terrorism Risk Assessment, Recollection Bias, and Public Support for Counterterrorism Policy and Spending","year":2018,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"National Science Foundation","keywords":"Terrorism; Socioeconomic status; Context (archaeology); Politics; Recall; Public policy; Phenomenon; Political science; Construct (python library); Psychology; Public economics; Survey data collection; Social psychology; Economics; Sociology; Population; Cognitive psychology; Geography; Law; Demography; Computer science; Statistics","score_opus":0.05018293305973505,"score_gpt":0.3886145489606189,"score_spread":0.3384316159008839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894717731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86742353,0.00005085735,0.09230581,0.002739391,0.00043616176,0.00066270446,0.00009385612,0.00015876474,0.036128946],"genre_scores_gemma":[0.98573637,0.005027442,0.0016471203,0.00011542919,0.0006345899,0.00003793715,0.000024843946,0.0000110031,0.0067652687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998416,0.00030867883,0.00025551012,0.00038806195,0.0002741271,0.00035759073],"domain_scores_gemma":[0.9991057,0.00011211786,0.00027379542,0.00018803056,0.00012739107,0.00019299185],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019102786,0.00012917285,0.00025555748,0.0008660404,0.0016447443,0.00043752303,0.0001185086,0.0000958334,0.0006699969],"category_scores_gemma":[0.0003762081,0.00012259407,0.00014695094,0.0013226946,0.0002546735,0.00039941852,0.00005801226,0.000100682824,0.000019096502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001848024,0.00007794007,0.8756667,0.000009730348,0.0011172444,8.3816667e-7,0.012800443,0.000004409251,0.000016513664,0.004581319,0.008223215,0.09748317],"study_design_scores_gemma":[0.0006797358,0.00019185641,0.4941771,0.000004835548,0.0020630527,7.249145e-7,0.020239266,0.014444859,0.0000038088292,0.0032528606,0.46461555,0.00032635595],"about_ca_topic_score_codex":0.025467409,"about_ca_topic_score_gemma":0.05180902,"teacher_disagreement_score":0.45639235,"about_ca_system_score_codex":0.0002277816,"about_ca_system_score_gemma":0.0000871692,"threshold_uncertainty_score":0.999655},"labels":[],"label_agreement":null},{"id":"W2902776364","doi":"10.7358/rela-2018-002-frig","title":"Energy Ethics: a Literature Review","year":2018,"lang":"en","type":"review","venue":"Relations Beyond Anthropocentrism","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Engineering ethics; Environmental ethics; Philosophy; Engineering","score_opus":0.059854751808407804,"score_gpt":0.42841621675987746,"score_spread":0.36856146495146963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902776364","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.9094158e-9,0.88063467,0.0007285746,0.00413989,0.0012610451,0.00076214445,0.000053860847,0.00018587432,0.11223394],"genre_scores_gemma":[1.5694025e-7,0.93751127,0.00033453485,0.0014824804,0.0012431194,0.00010686968,0.00048989,0.000051089824,0.058780573],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958096,0.0014983703,0.0007946281,0.0006078613,0.00077348435,0.0005160662],"domain_scores_gemma":[0.99798346,0.000304883,0.0005147202,0.00059880316,0.00034490725,0.00025325533],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014844418,0.00041465397,0.0011031356,0.00035912383,0.0017654917,0.00023587477,0.00055474625,0.0010786231,0.00564497],"category_scores_gemma":[0.000483588,0.00035170853,0.000776546,0.0017905197,0.0007652824,0.00028772154,0.00012756047,0.0010741845,0.0024989583],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.2919723e-7,0.000041320072,1.3609711e-7,0.0064880126,0.0000639832,0.000012334449,0.0013177717,2.2371452e-8,8.930327e-10,0.08072134,0.37762684,0.533728],"study_design_scores_gemma":[0.00005901359,0.000012958258,1.2758173e-7,0.07606075,0.0007224313,0.0000060789657,0.00015536435,0.0000011743724,5.476276e-9,0.0010604489,0.92156434,0.0003573221],"about_ca_topic_score_codex":0.00020128707,"about_ca_topic_score_gemma":0.00019424238,"teacher_disagreement_score":0.5439375,"about_ca_system_score_codex":0.0004067856,"about_ca_system_score_gemma":0.0009649452,"threshold_uncertainty_score":0.9998935},"labels":[],"label_agreement":null},{"id":"W2904157412","doi":"10.1007/978-94-6265-267-5_2","title":"A Social License for Nuclear Technologies","year":2018,"lang":"en","type":"book-chapter","venue":"T.M.C. Asser Press eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Manitoba","keywords":"License; Business; Computer science; Computer security; Operating system","score_opus":0.09298028626454377,"score_gpt":0.3451506075544483,"score_spread":0.2521703212899046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904157412","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004847399,0.000059201957,0.00007915393,0.00078728155,0.00035772842,0.0010971136,0.00003110013,0.0010980859,0.99644184],"genre_scores_gemma":[0.0021936514,0.00020211372,0.0004275922,0.00029070154,0.0009108715,0.00008564435,0.000011051603,0.000088119246,0.99579024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984669,0.000033048473,0.0002567653,0.000439831,0.00039973448,0.00040373005],"domain_scores_gemma":[0.9991677,0.0000408226,0.00022480152,0.00032805695,0.00017658218,0.00006202884],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003663663,0.0002747039,0.00032753198,0.000119170705,0.0008994463,0.00021597097,0.0006204118,0.0007078471,0.00073556695],"category_scores_gemma":[0.00003679648,0.00028112353,0.0002483565,0.0000068142635,0.0007953916,0.0000692199,0.0002508947,0.0002460499,0.0002821044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026220969,0.000008132007,1.117883e-7,0.000028959992,0.00006273887,0.0000022770514,0.008138151,2.6094398e-8,0.000008373906,0.7348168,0.22845213,0.028456088],"study_design_scores_gemma":[0.00020594169,0.000050645718,0.0000023963044,0.000037283473,0.00008946717,2.396747e-7,0.0014388345,0.000003413901,0.0000108956865,0.044455305,0.9533791,0.00032650595],"about_ca_topic_score_codex":0.0003346329,"about_ca_topic_score_gemma":0.00074999034,"teacher_disagreement_score":0.72492695,"about_ca_system_score_codex":0.00012624169,"about_ca_system_score_gemma":0.00005166745,"threshold_uncertainty_score":0.9999641},"labels":[],"label_agreement":null},{"id":"W2904354339","doi":"10.1111/risa.13248","title":"Science for Policy: A Case Study of Scientific Polarization, Values, and the Framing of Risk and Uncertainty","year":2018,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Framing (construction); Distrust; Harm; Perception; Epistemology; Positive economics; Social psychology; Sociology; Political science; Psychology; Economics; Law; Engineering","score_opus":0.016439088389322766,"score_gpt":0.3473579329149299,"score_spread":0.3309188445256071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904354339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932264,0.000059769725,0.0059790574,0.00012178666,0.00003955695,0.00035700042,0.000020978548,0.000008553398,0.00018687191],"genre_scores_gemma":[0.99904966,0.00018882401,0.00042884308,0.000011952952,0.0000481627,0.000006208512,9.958613e-7,0.0000023530295,0.00026297098],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99871284,0.00030145328,0.00021541657,0.00025241871,0.00037082672,0.00014704654],"domain_scores_gemma":[0.99880165,0.00020653824,0.000257592,0.0002420569,0.00043071577,0.00006143414],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0047966754,0.000056359735,0.00018827476,0.00070441,0.0022453254,0.00014847658,0.00016644396,0.000021572067,0.000016024947],"category_scores_gemma":[0.0011578797,0.000038806636,0.00006125243,0.0040373546,0.0038948797,0.00012858715,0.00008814905,0.000035833033,4.2079776e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000649107,0.00027486702,0.39426705,0.000014161259,0.0005986405,0.0000013584721,0.52663296,0.0008267966,0.00010795188,0.0289351,0.000086535816,0.04818966],"study_design_scores_gemma":[0.0031246163,0.0003459298,0.17776752,0.00001217748,0.0070150853,0.000001917651,0.6760956,0.11586049,0.00004951369,0.016687268,0.0027442223,0.00029566148],"about_ca_topic_score_codex":0.16172424,"about_ca_topic_score_gemma":0.06690245,"teacher_disagreement_score":0.21649955,"about_ca_system_score_codex":0.000031862768,"about_ca_system_score_gemma":0.00013740943,"threshold_uncertainty_score":0.9990536},"labels":[],"label_agreement":null},{"id":"W2905302417","doi":"10.1007/978-94-6265-267-5_12","title":"Nuclear Law, Oversight and Regulation: Seeking Public Dialogue and Democratic Transparency in Canada","year":2018,"lang":"en","type":"book-chapter","venue":"T.M.C. Asser Press eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Manitoba","keywords":"Transparency (behavior); Public administration; Political science; Commission; Government (linguistics); Public participation; Nuclear energy policy; Democracy; Radioactive waste; Business; Law; Nuclear power; Politics; Engineering","score_opus":0.045996913836981415,"score_gpt":0.24550970920843232,"score_spread":0.1995127953714509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905302417","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015496216,0.00014646882,0.000028362243,0.00031667238,0.0002302942,0.00044123406,0.0000134965585,0.00004381589,0.99723005],"genre_scores_gemma":[0.4413732,0.00044413644,0.00009062534,0.0006060848,0.00026729074,0.000015388947,0.00001693704,0.000044108558,0.55714226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985923,0.000085527434,0.00027448422,0.00037270307,0.00039603547,0.0002789291],"domain_scores_gemma":[0.9993982,0.00004852033,0.00012812566,0.00020272615,0.000053063464,0.00016937694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002739319,0.00020779207,0.00026828752,0.00007940395,0.0003708109,0.00017691636,0.00017868486,0.0001852253,0.0006146958],"category_scores_gemma":[0.000008526177,0.00022138358,0.000031847936,0.000009877203,0.0003254434,0.00016179355,0.0000768953,0.00018239222,0.000004767089],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012703069,0.0000060419015,0.00016256643,0.00008455975,0.00005218497,0.000022543309,0.013556374,9.4393e-7,0.000010099499,0.96866727,0.010795177,0.0066295397],"study_design_scores_gemma":[0.00027090014,0.000017169808,0.0009018618,0.00010885319,0.000045261168,9.110943e-7,0.00046855188,0.00007729117,0.0000012012069,0.014358609,0.98344296,0.00030640565],"about_ca_topic_score_codex":0.6767195,"about_ca_topic_score_gemma":0.9842849,"teacher_disagreement_score":0.9726478,"about_ca_system_score_codex":0.00025176923,"about_ca_system_score_gemma":0.00031562435,"threshold_uncertainty_score":0.90277606},"labels":[],"label_agreement":null},{"id":"W2905651185","doi":"10.32920/ryerson.14645265.v1","title":"A critical analysis of the deep geologic repository siting process in Ontario","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Opposition (politics); Radioactive waste; Environmental planning; Public participation; Plan (archaeology); Qualitative analysis; Process (computing); Engineering; Business; Civil engineering; Qualitative research; Waste management; Public administration; Political science; Environmental science; Computer science; Geography; Archaeology; Sociology; Law; Politics","score_opus":0.034842100085713375,"score_gpt":0.34682172195953864,"score_spread":0.3119796218738253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905651185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8071345,0.0000263797,0.0005876824,0.00096516317,0.00025206577,0.0001583819,2.386542e-7,0.000020367317,0.1908552],"genre_scores_gemma":[0.9947189,0.0000143785755,0.00033732213,0.00020127845,0.000027770398,0.000027402708,0.000003856715,0.0000022881932,0.004666786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985742,0.00031172563,0.0002894729,0.00029027276,0.00036959726,0.00016475108],"domain_scores_gemma":[0.99937636,0.000077491204,0.000096848446,0.00025847228,0.00015466801,0.00003617554],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006029584,0.00007957216,0.0002594406,0.00013298207,0.00016357645,0.0001013583,0.0003503365,0.00015531186,0.0017389136],"category_scores_gemma":[0.00028748153,0.000059240065,0.00023152735,0.00048818663,0.0002181079,0.00004856624,0.00041070467,0.00034208468,0.0000012137043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061534593,0.00025428407,0.7392016,0.00010588041,0.0004043695,0.000035127614,0.22278783,0.021816917,0.00002223337,0.014425994,0.00006386549,0.0008757095],"study_design_scores_gemma":[0.000052084826,0.0000047928233,0.9057024,0.00006885761,0.0006187901,1.966834e-7,0.08837859,0.003128049,0.0000179433,0.0014270287,0.0004374811,0.00016377795],"about_ca_topic_score_codex":0.4796379,"about_ca_topic_score_gemma":0.95304924,"teacher_disagreement_score":0.47341132,"about_ca_system_score_codex":0.00029601573,"about_ca_system_score_gemma":0.0004222684,"threshold_uncertainty_score":0.99917364},"labels":[],"label_agreement":null},{"id":"W2907198941","doi":"10.22215/etd/2013-06830","title":"Fukushima to Fessenheim : France and Germany's policy responses to the Fukushima nuclear disaster, 11 March to 18 June 2011","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Library and Archives Canada","funders":"International Atomic Energy Agency; European Commission; World Health Organization","keywords":"Fukushima Nuclear Accident; Political science; Humanities; History; Nuclear physics; Physics; Art; Nuclear power plant","score_opus":0.027605896003406332,"score_gpt":0.3619713926675525,"score_spread":0.33436549666414617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907198941","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7549705,0.0000984726,0.00006930631,0.09427543,0.0015542166,0.0026546079,0.00003566495,0.00018551957,0.14615627],"genre_scores_gemma":[0.13120869,0.0005598369,0.0007791031,0.011474804,0.0009278457,0.00030952194,0.00003181814,0.00006754435,0.85464084],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972514,0.00033125974,0.00036466747,0.00066612614,0.0007401807,0.0006463482],"domain_scores_gemma":[0.9984673,0.00011196872,0.00009918566,0.0005636778,0.00019700547,0.00056085864],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00071483717,0.0003309985,0.00033341246,0.00046132927,0.00091573043,0.0005654502,0.0008287019,0.00021185941,0.007664045],"category_scores_gemma":[0.00022219203,0.00025923346,0.0001015993,0.0005983526,0.00009352799,0.0002174069,0.00023071883,0.00019107747,0.0078327805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022234733,0.00007850317,0.0001795638,0.000060048653,0.000037113892,0.000003796954,0.12803781,0.00000593585,0.00074302405,0.02525928,0.77347875,0.07189381],"study_design_scores_gemma":[0.00010826032,0.00006605953,0.08535563,0.000050425522,0.000020021054,2.3997038e-7,0.046702567,0.0000032790683,0.000013054985,0.00012020952,0.86721814,0.00034209984],"about_ca_topic_score_codex":0.0322843,"about_ca_topic_score_gemma":0.09570866,"teacher_disagreement_score":0.7084846,"about_ca_system_score_codex":0.00012811241,"about_ca_system_score_gemma":0.00015676826,"threshold_uncertainty_score":0.999986},"labels":[],"label_agreement":null},{"id":"W2908053850","doi":"","title":"La importancia de colmar las lagunas del conocimiento: un estudio sobre los nexos entre ciencia y política en relación a la reducción del riesgo de desastres en Europa","year":2018,"lang":"es","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.02037418522226276,"score_gpt":0.31541909926551276,"score_spread":0.29504491404325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908053850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6170497,0.0009063053,0.0012438985,0.0027220729,0.00007009538,0.0011811171,0.00017124454,0.00007015482,0.37658542],"genre_scores_gemma":[0.73798704,0.0042854366,0.000981613,0.000074261865,0.000086823355,5.376278e-7,0.000019186222,0.0000319538,0.25653315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885669,0.007027046,0.0003728261,0.0008756756,0.0017462738,0.0014112763],"domain_scores_gemma":[0.99516195,0.001594745,0.00048738893,0.0009188374,0.0010585919,0.0007784604],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0076154666,0.00042453685,0.0007061681,0.00041110168,0.004006324,0.00016906518,0.003192967,0.00051005423,0.14640382],"category_scores_gemma":[0.0006166218,0.0004932528,0.00043098207,0.0018164625,0.0059795105,0.00080944115,0.0025203568,0.00076962775,0.01796885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001312047,0.0005502838,0.0006609234,0.00020160023,0.00055398926,0.000693608,0.081077285,0.00005373142,0.003058709,0.007613958,0.89699996,0.007223913],"study_design_scores_gemma":[0.0019481019,0.0004575651,0.06764498,0.0002306559,0.00040922206,0.0000188817,0.14886978,0.0005699805,0.00067217724,0.00006690779,0.77868736,0.00042440553],"about_ca_topic_score_codex":0.009451399,"about_ca_topic_score_gemma":0.010104885,"teacher_disagreement_score":0.12843497,"about_ca_system_score_codex":0.001878095,"about_ca_system_score_gemma":0.0025122666,"threshold_uncertainty_score":0.9997519},"labels":[],"label_agreement":null},{"id":"W2919211074","doi":"10.1080/21550085.2019.1581416","title":"New Directions for the Precautionary Principle: Introduction","year":2019,"lang":"en","type":"article","venue":"Ethics Policy & Environment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Precautionary principle; Law and economics; Engineering ethics; Economics; Engineering; Biology","score_opus":0.047396010186084685,"score_gpt":0.3789051941724006,"score_spread":0.3315091839863159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919211074","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005434846,0.00028186964,0.038465526,0.9033482,0.0023996984,0.002741041,0.000013726153,0.0001739435,0.047141153],"genre_scores_gemma":[0.25154203,0.01368166,0.005167209,0.0063708625,0.011311339,0.0003949572,0.000031166936,0.000039827755,0.71146095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989259,0.0001420527,0.00012668336,0.00021522932,0.0003736702,0.00021643584],"domain_scores_gemma":[0.9993419,0.00022455817,0.000055026176,0.000285088,0.000012052551,0.00008138264],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011371102,0.00007448175,0.00006373788,0.000051329946,0.0007946772,0.000045001772,0.00017191206,0.00010701087,0.0021753618],"category_scores_gemma":[0.00018215545,0.000060799197,0.00007216202,0.00010642437,0.00014451829,0.00009977798,0.000067149565,0.00024568752,0.00070967275],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013272449,0.000058925536,0.00022145096,0.000009155644,0.000037127502,4.9584276e-8,0.023593353,0.002236466,0.00022817764,0.8819075,0.05141597,0.040278535],"study_design_scores_gemma":[0.00013115376,0.00002832508,0.009271038,0.0000022830764,0.000015845128,2.0544817e-7,0.0013951941,0.0000825717,0.000021844511,0.0050440114,0.98393315,0.00007438281],"about_ca_topic_score_codex":0.0029232355,"about_ca_topic_score_gemma":0.0004372018,"teacher_disagreement_score":0.9325172,"about_ca_system_score_codex":0.00038727527,"about_ca_system_score_gemma":0.00019827209,"threshold_uncertainty_score":0.9987368},"labels":[],"label_agreement":null},{"id":"W2940962366","doi":"10.1017/s003224741900010x","title":"Exploring the role of trust in health risk communication in Nunavik, Canada","year":2019,"lang":"en","type":"article","venue":"Polar Record","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of the Fraser Valley; Trent University","funders":"","keywords":"Credibility; Trustworthiness; Openness to experience; Arctic; Public relations; Psychology; Risk communication; Internet privacy; Information source (mathematics); Value (mathematics); Social psychology; Environmental health; Business; Political science; Medicine; Computer science; Ecology","score_opus":0.040305772453906104,"score_gpt":0.2889138608237939,"score_spread":0.2486080883698878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940962366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827589,0.00017368695,0.0000020527855,0.002183876,0.00012743426,0.0002179831,0.0000022564348,0.0000057383136,0.014528096],"genre_scores_gemma":[0.99530995,0.0040895357,0.000085683176,0.00012731244,0.000011781101,0.000012827037,0.0000016361171,0.0000028871598,0.00035835928],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991762,0.00034629012,0.00015677011,0.00006297857,0.00013242401,0.00012533223],"domain_scores_gemma":[0.99965,0.000049851235,0.00008267365,0.00018205987,0.000009919916,0.000025495447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009354993,0.000030126796,0.0000742111,0.000040170205,0.00008941292,0.000009859908,0.00019674192,0.000010344465,0.00012301798],"category_scores_gemma":[0.00003760985,0.000025824904,0.000013030557,0.00018683997,0.00002299167,0.00010255394,0.000032323376,0.00011029673,0.000013866602],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055981704,0.000021507418,0.7042143,0.000006897819,0.0000020342638,7.765572e-8,0.026641862,0.00007651672,0.000006061513,0.0043501155,0.0001525762,0.26452246],"study_design_scores_gemma":[0.00009876077,0.000009051221,0.4786115,0.000024787565,6.715506e-7,1.3524013e-8,0.039634656,0.00022182736,0.0000036716638,0.00058113923,0.48077872,0.000035201203],"about_ca_topic_score_codex":0.99763685,"about_ca_topic_score_gemma":0.99777526,"teacher_disagreement_score":0.48062614,"about_ca_system_score_codex":0.00029121523,"about_ca_system_score_gemma":0.00018510412,"threshold_uncertainty_score":0.13469605},"labels":[],"label_agreement":null},{"id":"W2941476436","doi":"10.24095/hpcdp.39.4.06f","title":"Synthèse des données probantes - Évaluation de la communication des risques en présence de changements climatiques et de phénomènes météorologiques extrêmes : examen de la portée","year":2019,"lang":"fr","type":"article","venue":"Promotion de la santé et prévention des maladies chroniques au Canada","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.030056531195155594,"score_gpt":0.34981300781789354,"score_spread":0.31975647662273793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941476436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90691215,0.0060484936,0.02046357,0.0017915657,0.00021639305,0.0014498918,0.0000444159,0.00041364113,0.06265988],"genre_scores_gemma":[0.7944835,0.14547038,0.053314704,0.00040913688,0.00016113344,0.0006369375,0.000087586806,0.0000645267,0.005372123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97649425,0.020400997,0.0007378944,0.00058702054,0.0006171656,0.0011626523],"domain_scores_gemma":[0.9964308,0.0018181296,0.000642429,0.00045795066,0.00033780147,0.00031287922],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017038463,0.00051749387,0.00047964114,0.0002510064,0.0009967274,0.0007409961,0.0006655805,0.0005394145,0.0029495733],"category_scores_gemma":[0.0012985235,0.00056805095,0.00019875095,0.00039728053,0.002468818,0.0017079778,0.0002854436,0.000627177,0.000010951242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001511531,0.0015504216,0.5915799,0.0068570874,0.00050464756,0.000064606415,0.17284082,0.0017238868,0.0041663195,0.087991714,0.0112635745,0.12130584],"study_design_scores_gemma":[0.0008023796,0.0005517505,0.79241055,0.006377597,0.0003654892,0.000117508855,0.020558411,0.008166935,0.005446066,0.13002159,0.03422977,0.00095195544],"about_ca_topic_score_codex":0.19812547,"about_ca_topic_score_gemma":0.7061332,"teacher_disagreement_score":0.50800776,"about_ca_system_score_codex":0.008426862,"about_ca_system_score_gemma":0.0031366108,"threshold_uncertainty_score":0.9996771},"labels":[],"label_agreement":null},{"id":"W2941637412","doi":"10.1111/amet.12763","title":"Conflictual collaboration:","year":2019,"lang":"en","type":"article","venue":"American Ethnologist","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; York University; John D. and Catherine T. MacArthur Foundation","keywords":"Governmentality; Radioactive contamination; Normative; Corporate governance; Political science; Normalization (sociology); Politics; Neoliberalism (international relations); Vision; Narrative; Hegemony; Public administration; Sociology; Environmental ethics; Political economy; Law; Social science; Contamination; Business","score_opus":0.01727374431397446,"score_gpt":0.36327249184708554,"score_spread":0.3459987475331111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941637412","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41720343,0.000025315841,0.0001875093,0.018840592,0.00038985885,0.00025087947,0.0000025928937,0.0002509105,0.5628489],"genre_scores_gemma":[0.95598376,0.00024545842,0.0003824738,0.0022619427,0.00007497496,0.000011754336,0.0000034223808,0.0000042804704,0.041031927],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992943,0.000093595234,0.00008379565,0.00015309537,0.00018531097,0.0001899029],"domain_scores_gemma":[0.9996176,0.000038787173,0.00006613917,0.00016731262,0.000058202477,0.000051963903],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022075548,0.000051098752,0.00009570996,0.000044345095,0.00015728897,0.000055429653,0.00017615533,0.000032735217,0.0018865481],"category_scores_gemma":[0.000086443535,0.000049032707,0.000023551213,0.00044425356,0.0010786912,0.000086945416,0.00003211061,0.00006800357,0.002414755],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025053434,0.00008189115,0.02952274,0.000004540366,0.000035107303,0.000005364864,0.04826781,0.000056389174,0.0004965961,0.6640355,0.06758172,0.1898873],"study_design_scores_gemma":[0.00008789372,0.00005702594,0.0071438486,0.0000011125776,0.0000024806127,6.5464285e-8,0.09348965,0.000009582347,0.000014226084,0.000091543974,0.89903086,0.00007167772],"about_ca_topic_score_codex":0.005841477,"about_ca_topic_score_gemma":0.0038740502,"teacher_disagreement_score":0.83144915,"about_ca_system_score_codex":0.00006720336,"about_ca_system_score_gemma":0.00006928573,"threshold_uncertainty_score":0.9990259},"labels":[],"label_agreement":null},{"id":"W2943319220","doi":"10.54648/gtcj2019017","title":"The Effects of CETA on the Continuous Implementation of the Precautionary Principle within the European Union","year":2019,"lang":"en","type":"article","venue":"Global Trade and Customs Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precautionary principle; European union; Negotiation; International trade; Legitimacy; Jurisprudence; Political science; Criticism; Order (exchange); Business; Law and economics; Law; Economics; Biotechnology","score_opus":0.010149425890373497,"score_gpt":0.2900502765910667,"score_spread":0.2799008507006932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943319220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9617829,0.00015842581,0.000025375992,0.0135372095,0.000619432,0.00047890574,0.000004068323,0.0000062904546,0.023387404],"genre_scores_gemma":[0.99872905,0.00042055355,0.0000040462096,0.00029251774,0.00009192107,0.0000021645733,3.286756e-7,0.000002537946,0.0004568971],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979472,0.0013211165,0.00018381614,0.000065318025,0.0003632106,0.000119312914],"domain_scores_gemma":[0.9994729,0.000106801475,0.00023144639,0.00013240763,0.000026457737,0.000029976214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022377553,0.00005661175,0.000063531814,0.0000076226665,0.0007391487,0.00006695742,0.00031212083,0.000017476626,0.00003204966],"category_scores_gemma":[0.000040858446,0.000021839784,0.000067105626,0.0001235008,0.00023328372,0.00006225811,0.00004834549,0.00012894072,0.0000058522237],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006949882,0.00015459511,0.06805585,0.00004482798,0.00021586633,0.0000031919615,0.035587043,0.00017267569,0.0012223369,0.62641877,0.022200856,0.2458545],"study_design_scores_gemma":[0.00049475813,0.00014757842,0.84192085,0.00005562724,0.00004556916,0.000008378838,0.02771077,0.000014597093,0.00014710828,0.0022951555,0.1271031,0.00005651949],"about_ca_topic_score_codex":0.00012448487,"about_ca_topic_score_gemma":0.00026141814,"teacher_disagreement_score":0.773865,"about_ca_system_score_codex":0.00003957548,"about_ca_system_score_gemma":0.00004662616,"threshold_uncertainty_score":0.5685009},"labels":[],"label_agreement":null},{"id":"W2945775337","doi":"10.22215/etd/2017-12185","title":"Taking Risk Seriously: Discourses and Worldviews in a Nuclear Waste Controversy","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Breakthrough Institute","keywords":"Narrative; Framing (construction); Nuclear power; Political science; Stakeholder; Warrant; Legitimacy; Environmental ethics; Public relations; Sociology; Engineering; Law; Business; Civil engineering; Politics","score_opus":0.019557254672098512,"score_gpt":0.3585062674253682,"score_spread":0.33894901275326966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945775337","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21857475,0.0002335912,0.0000038634516,0.00068711035,0.00068899704,0.0005151367,0.0000049298424,0.000050759125,0.77924085],"genre_scores_gemma":[0.747139,0.012872081,0.000096820964,0.00015548225,0.00020349798,0.00002259498,0.000029966126,0.000021705542,0.23945889],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891996,0.00013557478,0.00018855745,0.00027625012,0.0002472944,0.00023234889],"domain_scores_gemma":[0.99928576,0.000028312543,0.00039134963,0.00019132611,0.00002711221,0.000076134296],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005058934,0.00014500308,0.00026002334,0.00013368098,0.0006602642,0.00038881358,0.0002273116,0.00013455591,0.001941994],"category_scores_gemma":[0.00019585308,0.00013063656,0.00006666171,0.000058672842,0.00010397494,0.000248315,0.000022404065,0.00019102059,0.00007258781],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012233431,0.00008981148,0.0044387337,0.00010642369,0.00007365082,0.000020167841,0.15036301,0.000006882659,0.00004548124,0.068416655,0.021793967,0.75452286],"study_design_scores_gemma":[0.00046687239,0.00001908509,0.041220162,0.00018444928,0.00006205214,8.011778e-8,0.18699272,0.00005079769,0.0000010989432,0.0006509429,0.7700644,0.00028732375],"about_ca_topic_score_codex":0.037283074,"about_ca_topic_score_gemma":0.5243386,"teacher_disagreement_score":0.75423557,"about_ca_system_score_codex":0.000072667885,"about_ca_system_score_gemma":0.000056380624,"threshold_uncertainty_score":0.9989704},"labels":[],"label_agreement":null},{"id":"W2948965191","doi":"10.3390/ijerph16112033","title":"Understanding an Environmental Health Risk: Investigating Asthma Risk Perception in Ontario Youth Sport","year":2019,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Risk perception; Environmental health; Athletes; Perception; Asthma; Psychology; Occupational safety and health; Human factors and ergonomics; Socioeconomic status; Health risk; Applied psychology; Risk management; Poison control; Medicine; Business; Physical therapy","score_opus":0.21072791553735948,"score_gpt":0.40005613071254903,"score_spread":0.18932821517518955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948965191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933712,0.00008730368,0.00025607707,0.0044331653,0.0002852898,0.00033351945,0.000041479932,0.0000065446166,0.0011854157],"genre_scores_gemma":[0.99057084,0.007932674,0.00044603075,0.00044466733,0.00017628173,0.0000024432168,0.000049605107,0.000011777024,0.0003656972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958045,0.000892486,0.00058853364,0.00026459942,0.0018690258,0.00058086216],"domain_scores_gemma":[0.99849856,0.00007372288,0.0004951687,0.000114409915,0.000019428431,0.00079871004],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009527719,0.00011112742,0.0002096725,0.0005434029,0.00051541347,0.00022602902,0.00036335384,0.00006449493,0.0014207716],"category_scores_gemma":[0.00007400381,0.00010906682,0.000055942906,0.00010429739,0.00037497195,0.0009587185,0.00012481083,0.0009375913,0.000042034575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040795927,0.0004194154,0.9017107,0.0000035135079,0.00002447422,0.0000051905895,0.06496401,0.00003145054,0.000030806168,0.0009918609,0.000081034275,0.031696774],"study_design_scores_gemma":[0.0007391101,0.0006769745,0.7717521,0.000041287323,0.0000010072857,0.0000065662466,0.21017505,0.000088588735,2.8643709e-7,0.0011701661,0.015264383,0.00008447466],"about_ca_topic_score_codex":0.10576262,"about_ca_topic_score_gemma":0.121674225,"teacher_disagreement_score":0.14521104,"about_ca_system_score_codex":0.008225337,"about_ca_system_score_gemma":0.0008624211,"threshold_uncertainty_score":0.99949205},"labels":[],"label_agreement":null},{"id":"W2952735992","doi":"","title":"The Role of Regulatory Fit in Pseudoscientific Claims","year":2018,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Pseudoscience; Medicine","score_opus":0.08897338449735635,"score_gpt":0.4107762286438937,"score_spread":0.3218028441465373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952735992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75877374,0.00001915508,0.0000012949796,0.0011242463,0.00007319948,0.00036216344,8.4954803e-7,0.000024798059,0.23962052],"genre_scores_gemma":[0.9559118,0.00027192253,0.000030820447,0.000011525225,0.000076526936,0.0000018675744,2.0120847e-7,0.0000038151943,0.043691535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977941,0.00012041975,0.00010983149,0.00025104918,0.001260174,0.0004644435],"domain_scores_gemma":[0.99907786,0.000055927405,0.000048567515,0.00012484228,0.0005816491,0.000111182126],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003969624,0.000058115562,0.000082135906,0.00033124836,0.0017704326,0.0001481376,0.00092308957,0.00005428858,0.00019170152],"category_scores_gemma":[0.000068850284,0.000051913474,0.000040004907,0.0011806005,0.0019496572,0.00021948802,0.0004613044,0.00020197751,0.00008134697],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016306946,0.0003238466,0.14256035,0.000022774237,0.00003373193,0.000005776779,0.18204613,7.835627e-7,0.0047594723,0.59544396,0.049168848,0.025471242],"study_design_scores_gemma":[0.00017406269,0.000057074725,0.07389624,0.000015100772,0.000002349492,5.681322e-8,0.2841104,0.000021523754,0.0002181477,0.001160278,0.6402944,0.000050400602],"about_ca_topic_score_codex":0.0018210427,"about_ca_topic_score_gemma":0.004818255,"teacher_disagreement_score":0.5942837,"about_ca_system_score_codex":0.00037839348,"about_ca_system_score_gemma":0.00011688715,"threshold_uncertainty_score":0.9995291},"labels":[],"label_agreement":null},{"id":"W2954109226","doi":"10.22230/cjc.2019v44n2a3611","title":"Mediating Disease Cultures","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Disease; Medicine; Internal medicine","score_opus":0.0187866141854317,"score_gpt":0.31859359350384336,"score_spread":0.29980697931841166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954109226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72719806,0.0025438364,0.00013598285,0.03836017,0.00079291005,0.00030220795,0.0000050951858,0.000016828979,0.23064493],"genre_scores_gemma":[0.99761873,0.00047208037,0.00025821236,0.0004232098,0.00006877427,7.528685e-7,0.000002906356,0.0000025301115,0.0011527771],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994803,0.00015449018,0.00012111086,0.000025865382,0.0001267445,0.000091499045],"domain_scores_gemma":[0.99923986,0.000023041175,0.000114584174,0.00015879523,0.00012171839,0.0003420172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005425757,0.000025567168,0.000047422633,0.00008154649,0.00024474994,0.0000668371,0.00033503625,0.00001888497,0.00056038774],"category_scores_gemma":[0.00015835416,0.000024042864,0.000034841203,0.000083134364,0.00006333669,0.00019309671,0.000007720006,0.00008659859,0.00006955128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025834737,0.00004458053,0.30481562,0.000029958175,0.000055169105,0.000014655387,0.1641088,0.0010071448,0.00014107492,0.3654224,0.079387166,0.08494761],"study_design_scores_gemma":[0.00012278775,0.000008339081,0.092793874,0.00004620655,0.000009657404,3.4797844e-7,0.008487761,0.000030624546,0.0000014182641,0.0023809301,0.896069,0.00004908381],"about_ca_topic_score_codex":0.011197017,"about_ca_topic_score_gemma":0.09119678,"teacher_disagreement_score":0.8166818,"about_ca_system_score_codex":0.00012399878,"about_ca_system_score_gemma":0.0005213393,"threshold_uncertainty_score":0.9953875},"labels":[],"label_agreement":null},{"id":"W2955954188","doi":"","title":"La circulation d'informations entre victimes en situation post-accident nucléaire sur les médias socionumériques: Enjeux de qualification et de crédibilité de l'information","year":2014,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Cartography; Geography; Art","score_opus":0.024255653905246075,"score_gpt":0.293000354190444,"score_spread":0.2687447002851979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955954188","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3433363,0.00036432844,0.5417032,0.062224284,0.00027956135,0.0013221544,0.00007095684,0.0005193507,0.050179835],"genre_scores_gemma":[0.9599787,0.0069856835,0.025481606,0.0010057034,0.00010502267,0.00030814463,0.002257615,0.000053632342,0.0038239006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9748653,0.02146462,0.0013425401,0.0006392322,0.00095707405,0.00073122553],"domain_scores_gemma":[0.99024516,0.0027832296,0.0014671565,0.0013576369,0.0037354913,0.0004113256],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.023681987,0.00052942825,0.00046320673,0.00036433325,0.001352919,0.0012366609,0.0011929291,0.0009462239,0.0009993198],"category_scores_gemma":[0.005810138,0.0006414393,0.0004304706,0.0005711488,0.00047143418,0.0019468905,0.0005282067,0.0009065738,0.00039201416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018464914,0.00040399202,0.0064468654,0.00031071686,0.00008858689,7.243794e-7,0.39146656,0.0051874868,0.0007534467,0.47188208,0.0023158514,0.121125236],"study_design_scores_gemma":[0.001440043,0.0000043322652,0.38112226,0.0027797383,0.0002871335,0.000025030455,0.060231067,0.18580526,0.0015330031,0.023452207,0.34179682,0.0015230889],"about_ca_topic_score_codex":0.020609954,"about_ca_topic_score_gemma":0.012320408,"teacher_disagreement_score":0.61664236,"about_ca_system_score_codex":0.002553444,"about_ca_system_score_gemma":0.0019336705,"threshold_uncertainty_score":0.9999472},"labels":[],"label_agreement":null},{"id":"W2962365305","doi":"10.1057/s41271-019-00177-2","title":"Nuclear power and uranium mining: current global perspectives and emerging public health risks","year":2019,"lang":"en","type":"review","venue":"Journal of Public Health Policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Health Sciences Centre","funders":"","keywords":"Public health law; Public health; Nuclear power; Business; Electricity; Health policy; Health care reform; Environmental health; Natural resource economics; Engineering; Economics; Medicine","score_opus":0.3437020278363139,"score_gpt":0.5509577515056551,"score_spread":0.2072557236693412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962365305","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000089619665,0.84403616,0.00006856713,0.14915037,0.00088867557,0.00063555536,0.000028473685,0.00003436957,0.005068234],"genre_scores_gemma":[0.0011433667,0.99467427,0.00020623187,0.0021461344,0.001598734,0.0000046901664,0.0000034789027,0.00003488537,0.00018822047],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99356836,0.0025184988,0.0014019415,0.0004116351,0.0008863534,0.0012131917],"domain_scores_gemma":[0.9948531,0.000115988565,0.0024599235,0.00024468615,0.0003232053,0.002003106],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00880107,0.00036295652,0.0017471113,0.0009863117,0.0008821011,0.0007068718,0.000496211,0.00020447158,0.00024847832],"category_scores_gemma":[0.0009920152,0.00030019967,0.00036828365,0.0010324989,0.00033107228,0.0007093387,0.00021566637,0.00073377864,0.000027320368],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010637061,0.000091726935,0.000051793464,0.0022040398,0.00007895808,0.0000012837471,0.034136925,2.6568877e-8,8.4169843e-10,0.055317182,0.019453887,0.8886631],"study_design_scores_gemma":[0.0002918508,0.00021694678,0.0009273681,0.0012522571,0.000032955802,0.000045097233,0.03298547,0.000001267879,2.7036108e-11,0.0000645076,0.96397495,0.00020733719],"about_ca_topic_score_codex":0.0037601122,"about_ca_topic_score_gemma":0.0003111458,"teacher_disagreement_score":0.94452107,"about_ca_system_score_codex":0.0029928654,"about_ca_system_score_gemma":0.011550765,"threshold_uncertainty_score":0.999945},"labels":[],"label_agreement":null},{"id":"W2965109336","doi":"10.1111/risa.13383","title":"The Coming of Age of Risk Governance","year":2019,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Risk governance; Risk management; Deliberation; Corporate governance; Conceptualization; Rationality; IT risk management; Risk assessment; Risk analysis (engineering); IT risk; Enterprise risk management; Political risk; Management science; Sociology; Political science; Business; Politics; Economics; Computer science; Law; Management","score_opus":0.008336128063008123,"score_gpt":0.28255639583407227,"score_spread":0.2742202677710642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965109336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9665808,0.00022870222,0.0011852724,0.0001648601,0.00007635254,0.00009097728,0.000018764391,0.000010662483,0.031643607],"genre_scores_gemma":[0.98467237,0.011158228,0.00018050025,0.000010436418,0.00001981206,0.0000014608775,0.0000017351795,0.0000021984354,0.0039532594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990604,0.00022033819,0.0001864694,0.00009871453,0.00032510786,0.000108972745],"domain_scores_gemma":[0.9991311,0.00019369982,0.00034597778,0.00025328805,0.00005039981,0.000025533704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010342866,0.000040950625,0.00017056474,0.00004619537,0.00020643811,0.000018504705,0.00023105786,0.000025024165,0.0004965723],"category_scores_gemma":[0.00015750994,0.000029017961,0.00022743328,0.00072477263,0.00013912348,0.000046245674,0.000035674293,0.000055575518,0.00005354385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016421094,0.00004785544,0.88441056,0.0000067081655,0.0008847022,4.5156847e-7,0.017102975,0.002969877,0.000090394904,0.038230322,0.0010737178,0.055166025],"study_design_scores_gemma":[0.00015220427,0.000010850177,0.8452705,0.000005410821,0.0009813113,4.7891136e-9,0.011084202,0.0016168285,0.00003570909,0.0011186046,0.13964929,0.00007504326],"about_ca_topic_score_codex":0.027568873,"about_ca_topic_score_gemma":0.028334625,"teacher_disagreement_score":0.13857557,"about_ca_system_score_codex":0.000028689397,"about_ca_system_score_gemma":0.000013937835,"threshold_uncertainty_score":0.98939574},"labels":[],"label_agreement":null},{"id":"W2965777522","doi":"10.7202/1062463ar","title":"Analyse régulationniste des incertitudes : de l’assurance au principe de précaution","year":2019,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04559947755918298,"score_gpt":0.34131019523859674,"score_spread":0.29571071767941376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965777522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86882687,0.0029326272,0.012393333,0.01691334,0.0010910367,0.0005791101,0.000021162277,0.00027758908,0.09696496],"genre_scores_gemma":[0.94725525,0.013668729,0.008525314,0.00038432906,0.0003986827,0.00006915344,0.00002173742,0.000029938796,0.029646879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960515,0.0014426985,0.0005157987,0.0005285427,0.0005941047,0.0008673799],"domain_scores_gemma":[0.99843514,0.00034156727,0.00030330083,0.00033343196,0.00030760653,0.00027895835],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027670157,0.00032188598,0.00036250017,0.00018387857,0.00085910124,0.00033325827,0.00036427597,0.00030770543,0.0012771655],"category_scores_gemma":[0.00042155408,0.0003418722,0.00021046768,0.0008442837,0.0012862207,0.001792364,0.00007053636,0.00029416106,0.00062744063],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012000694,0.0004035558,0.53696895,0.00073035934,0.00024712784,0.000012942039,0.044282068,0.1569275,0.0011975287,0.04848144,0.0063888985,0.20423962],"study_design_scores_gemma":[0.00039449186,0.00013284417,0.8288218,0.00066838105,0.00013293259,0.0000071544573,0.0029097558,0.016861835,0.00020895191,0.012687573,0.13675858,0.00041569374],"about_ca_topic_score_codex":0.017900113,"about_ca_topic_score_gemma":0.045216255,"teacher_disagreement_score":0.29185286,"about_ca_system_score_codex":0.0024096314,"about_ca_system_score_gemma":0.0005793227,"threshold_uncertainty_score":0.9999033},"labels":[],"label_agreement":null},{"id":"W2966604405","doi":"10.29173/cais896","title":"Communicating Information About Environmental Health Risk: Perspectives from Environmental Civil Society Organizations","year":2016,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Civil society; Risk communication; Humanities; Public relations; Knowledge management; Business; Welfare economics; Computer science; Risk analysis (engineering); Economics; Philosophy","score_opus":0.013688069564693314,"score_gpt":0.24521681873596893,"score_spread":0.2315287491712756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966604405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96923333,0.0013745524,0.0002721474,0.020749802,0.00023073597,0.0005452095,0.0019211702,0.000042438027,0.005630597],"genre_scores_gemma":[0.9737525,0.02282883,0.0009956983,0.00041747108,0.00013403334,0.00001812043,0.000024880343,0.000019727124,0.0018087574],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978162,0.00013376916,0.0006739495,0.00027803975,0.0006426669,0.00045537273],"domain_scores_gemma":[0.9951797,0.00016997555,0.0015745736,0.00024979282,0.0026435487,0.00018239234],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000885402,0.00027134194,0.00038657064,0.00006678977,0.000814975,0.0010137333,0.00141993,0.0001855914,0.00093683077],"category_scores_gemma":[0.002792682,0.00021186953,0.00022487188,0.00030993373,0.0020765548,0.012024837,0.0008583449,0.00028785126,0.00005185552],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022719081,0.00030043133,0.09789115,0.00006733014,0.0001649131,4.166433e-8,0.83514833,0.0000037896295,0.0032738734,0.011887753,0.007411583,0.04382806],"study_design_scores_gemma":[0.0007634983,0.00017169112,0.2282631,0.00041055997,0.00012536894,0.0000016678018,0.20324144,0.00020616261,0.000749094,0.001916193,0.5638132,0.00033801317],"about_ca_topic_score_codex":0.0031787478,"about_ca_topic_score_gemma":0.0001866863,"teacher_disagreement_score":0.6319069,"about_ca_system_score_codex":0.00063631614,"about_ca_system_score_gemma":0.00023787153,"threshold_uncertainty_score":0.99997646},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2969811330","doi":"10.5055/jem.2019.0425","title":"Nuclear emergencies and natural disasters","year":2019,"lang":"en","type":"article","venue":"Journal of Emergency Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Natural disaster; Radiological weapon; Nuclear power plant; Nuclear power; Plan (archaeology); Nuclear disaster; Natural (archaeology); Emergency management; Environmental planning; Emergency response; Accident (philosophy); Risk analysis (engineering); Business; Nuclear plant; Medical emergency; Engineering; Geography; Political science; Medicine; Nuclear engineering; Meteorology","score_opus":0.015645044930663665,"score_gpt":0.3033728611307223,"score_spread":0.28772781620005866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969811330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8217663,0.0007206544,0.00010999293,0.0030226028,0.007110238,0.00032802022,6.153134e-7,0.000024893974,0.16691664],"genre_scores_gemma":[0.95350796,0.015055056,0.000678807,0.00019757895,0.00021767295,0.0000013521574,4.3496252e-7,0.000010920602,0.030330217],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873453,0.00007882186,0.0003600668,0.00012113092,0.00049246935,0.00021297493],"domain_scores_gemma":[0.9994899,0.0000069124308,0.00020197488,0.00011870843,0.00007852839,0.0001040017],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006329706,0.000091634545,0.00014365972,0.0001614543,0.00016966047,0.000036706188,0.00025142217,0.000025332556,0.0054366104],"category_scores_gemma":[0.000015782765,0.00007857786,0.00011562551,0.0001915889,0.000044228604,0.0003512612,0.000101560996,0.000099858866,0.00016676293],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015648843,0.000343198,0.025320489,0.00028675862,0.0007581578,0.00005708207,0.056235775,0.00023039142,0.00050809304,0.48113567,0.3183496,0.11661832],"study_design_scores_gemma":[0.00026732282,0.000071746756,0.017921733,0.000022499762,0.000051568186,8.0975144e-7,0.035708778,0.000040718416,0.0000012007448,0.0010945462,0.94469583,0.00012324839],"about_ca_topic_score_codex":0.00006909613,"about_ca_topic_score_gemma":0.000098055156,"teacher_disagreement_score":0.62634623,"about_ca_system_score_codex":0.000057763005,"about_ca_system_score_gemma":0.000008541186,"threshold_uncertainty_score":0.99547255},"labels":[],"label_agreement":null},{"id":"W2977609110","doi":"10.1002/9780470061596.risk0009","title":"Considerations in Planning for Successful Risk Communication","year":2008,"lang":"en","type":"other","venue":"Encyclopedia of Quantitative Risk Analysis and Assessment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Risk communication; Risk analysis (engineering); Key (lock); Risk assessment; Risk management; Psychology; Business; Computer science; Management science; Engineering; Computer security","score_opus":0.04274357533905746,"score_gpt":0.4106010194754998,"score_spread":0.36785744413644234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977609110","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053580482,0.004532707,0.047386304,0.00044658425,0.00011331528,0.0011290597,0.0003950758,0.00005961054,0.9405793],"genre_scores_gemma":[0.10687206,0.6426705,0.14332744,0.00005641676,0.00012151987,0.00033503913,0.00036327876,0.00011705276,0.106136695],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795085,0.0008068768,0.0004468234,0.00031037687,0.0002999942,0.00018506005],"domain_scores_gemma":[0.998004,0.0007316147,0.0008496752,0.0002503831,0.0000985869,0.000065715845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010872576,0.00017235221,0.0005578221,0.0008762804,0.00042244783,0.000046429912,0.00013765099,0.00013258225,0.00070715044],"category_scores_gemma":[0.00025939403,0.00016726615,0.00018492789,0.00057054014,0.0003147168,0.00009487831,0.000045716817,0.00021612638,0.000003136869],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015317195,0.00041780752,0.64736396,0.00007572781,0.0026457238,0.0000039545857,0.039763626,0.0012441111,7.891332e-7,0.11192682,0.1838886,0.012653579],"study_design_scores_gemma":[0.0005517922,0.00007205829,0.17752405,0.0001015963,0.0014981208,4.6109864e-8,0.022493226,0.0011336716,3.6317405e-7,0.0031824925,0.7931232,0.00031940933],"about_ca_topic_score_codex":0.034916967,"about_ca_topic_score_gemma":0.09442352,"teacher_disagreement_score":0.8344426,"about_ca_system_score_codex":0.00006719297,"about_ca_system_score_gemma":0.00015516668,"threshold_uncertainty_score":0.9715096},"labels":[],"label_agreement":null},{"id":"W2977721530","doi":"10.22215/etd/2018-12643","title":"Growth or Decay - Replacing Pickering's Aged Nuclear Reactors","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear power; Renewable energy; Nuclear power plant; Nuclear plant; Environmental science; Engineering; Nuclear engineering; Nuclear physics; Physics; Electrical engineering","score_opus":0.02868551165872945,"score_gpt":0.33741795011053116,"score_spread":0.3087324384518017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977721530","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22159567,0.00000584899,0.000020375524,0.00018038209,0.0015511026,0.00029197626,0.0000011133205,0.00032308136,0.7760304],"genre_scores_gemma":[0.2700404,0.000998828,0.0010454886,0.00044610433,0.00078377605,0.000018980694,0.0001394884,0.00005748343,0.72646946],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985465,0.00009988873,0.00024257148,0.00036265308,0.00045742485,0.00029097378],"domain_scores_gemma":[0.9993513,0.000031540287,0.00015468814,0.00022210211,0.00011043072,0.00012993545],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005208405,0.00017085443,0.00019623002,0.00014883916,0.000662437,0.00020336763,0.00030035904,0.00025624692,0.018215094],"category_scores_gemma":[0.00017468963,0.00014181301,0.00010033443,0.00022916685,0.00007864009,0.00019558815,0.000026772215,0.00016505855,0.0010319127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035137136,0.00012369752,0.000272367,0.00018882667,0.00013567109,0.000028269927,0.25680542,2.218031e-7,0.0005539413,0.078192346,0.63957334,0.023774529],"study_design_scores_gemma":[0.0001480082,0.000052664353,0.004953916,0.000077932986,0.000043497195,2.0033083e-7,0.083394155,0.000002196873,0.00008786292,0.00021718006,0.91071194,0.00031043333],"about_ca_topic_score_codex":0.008293426,"about_ca_topic_score_gemma":0.07931023,"teacher_disagreement_score":0.2711386,"about_ca_system_score_codex":0.0001595031,"about_ca_system_score_gemma":0.00011697853,"threshold_uncertainty_score":0.9997459},"labels":[],"label_agreement":null},{"id":"W2977895630","doi":"10.1002/9780470061596.risk0005","title":"Risk and the Media","year":2008,"lang":"en","type":"other","venue":"Encyclopedia of Quantitative Risk Analysis and Assessment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Ottawa","funders":"","keywords":"Virtue; Frame (networking); Political science; Frame analysis; Power (physics); Media coverage; Public relations; Civil society; News media; Social media; Media studies; Risk communication; Sociology; Social science; Content analysis; Law; Business; Engineering; Telecommunications; Risk analysis (engineering); Politics","score_opus":0.019437683989341342,"score_gpt":0.34926864232599947,"score_spread":0.3298309583366581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977895630","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018321275,0.0062721907,0.0094664525,0.00049157225,0.00019080464,0.0005094779,0.00017674649,0.000048036345,0.9810126],"genre_scores_gemma":[0.008938564,0.84672135,0.008099127,0.000036960686,0.00015883519,0.00003934134,0.000030910614,0.00005193133,0.135923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971383,0.0013066126,0.0003651002,0.00038447426,0.0005949397,0.00021057068],"domain_scores_gemma":[0.9979988,0.00073375506,0.0008286924,0.00025497342,0.00006871409,0.00011511666],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015958307,0.00022908974,0.00073822285,0.0004977632,0.0004632278,0.00005130001,0.00019455081,0.00013138655,0.0013209091],"category_scores_gemma":[0.0002611737,0.0001491371,0.00026449168,0.0006903325,0.0015231087,0.000057923855,0.00009427838,0.00028539787,0.000011679022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006547912,0.00027129846,0.14607431,0.0000650605,0.0088355765,0.000009585312,0.0792839,0.00003204274,2.6638264e-7,0.28881657,0.31490156,0.16164435],"study_design_scores_gemma":[0.00059940596,0.000029643841,0.08306138,0.000021863469,0.0030848242,6.4005214e-8,0.0138031915,0.00018318728,6.2853815e-8,0.0011790894,0.8978318,0.00020549187],"about_ca_topic_score_codex":0.042417195,"about_ca_topic_score_gemma":0.04646829,"teacher_disagreement_score":0.8450896,"about_ca_system_score_codex":0.00002909383,"about_ca_system_score_gemma":0.0000948026,"threshold_uncertainty_score":0.999592},"labels":[],"label_agreement":null},{"id":"W2978056225","doi":"10.1002/9780470061596.risk0002","title":"Scientific Uncertainty in Social Debates Around Risk","year":2008,"lang":"en","type":"other","venue":"Encyclopedia of Quantitative Risk Analysis and Assessment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Domain (mathematical analysis); Scientific evidence; Process (computing); Risk analysis (engineering); Sociology of scientific knowledge; Uncertainty; Risk assessment; Management science; Engineering ethics; Political science; Computer science; Epistemology; Business; Sociology; Social science; Engineering; Computer security","score_opus":0.030881327140616407,"score_gpt":0.37600942702071877,"score_spread":0.34512809988010235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978056225","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03437861,0.0019251952,0.003888716,0.0002432236,0.00040102281,0.00066594844,0.00036894061,0.00007776892,0.95805055],"genre_scores_gemma":[0.117888525,0.38843182,0.009272103,0.000031247426,0.00045102992,0.0001038159,0.0002958089,0.00015183601,0.48337382],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965313,0.0011084345,0.0005363623,0.0006496535,0.0008028857,0.00037135798],"domain_scores_gemma":[0.9983338,0.00022629934,0.000972234,0.00023215971,0.0001230389,0.00011247559],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017203769,0.00028960494,0.00083852507,0.001593954,0.000802792,0.00013147066,0.0002685792,0.0002047528,0.001413657],"category_scores_gemma":[0.00014776074,0.00026363716,0.0003444169,0.002043239,0.0010952883,0.00012041731,0.00008873466,0.00035463198,0.000022866005],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036704605,0.0010134577,0.51237017,0.000112316746,0.0045739813,0.000023515831,0.05475036,0.0009509507,0.0000028919897,0.046143554,0.3130413,0.06698077],"study_design_scores_gemma":[0.00034284565,0.000047934525,0.14016074,0.00003762153,0.0011807736,3.1002163e-8,0.020137647,0.00071415,1.8194272e-7,0.001101425,0.83592623,0.00035040264],"about_ca_topic_score_codex":0.061595168,"about_ca_topic_score_gemma":0.15688455,"teacher_disagreement_score":0.5228849,"about_ca_system_score_codex":0.00016403341,"about_ca_system_score_gemma":0.00028553294,"threshold_uncertainty_score":0.9999816},"labels":[],"label_agreement":null},{"id":"W2979342014","doi":"10.18332/tid/111276","title":"SHS exposure in public places and support for smoke-free laws in Japan: Findings from the 2018 ITC Japan Survey","year":2019,"lang":"en","type":"article","venue":"Tobacco Induced Diseases","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Ontario Institute for Cancer Research","funders":"Japan Society for the Promotion of Science; Canadian Institutes of Health Research","keywords":"Smoke; Environmental health; Business; Law; Political science; Geography; Medicine","score_opus":0.06706776045880233,"score_gpt":0.31420668117031,"score_spread":0.24713892071150764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979342014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99123317,0.00011255918,8.5796484e-7,0.003202776,0.0003342101,0.0009656275,0.0002449913,0.00004891483,0.0038568708],"genre_scores_gemma":[0.99735063,0.00015758295,0.000017289127,0.00094093283,0.00011762235,0.0001180736,0.00012033924,0.000014583213,0.0011629246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982772,0.0003033566,0.00026720748,0.00038630335,0.00034399008,0.0004219769],"domain_scores_gemma":[0.99877226,0.000563994,0.0000761898,0.00038031794,0.000048454363,0.00015876544],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010292941,0.00015429352,0.00022507836,0.000121628196,0.00021662006,0.00028031564,0.00055860047,0.000113669346,0.0010185],"category_scores_gemma":[0.00080562313,0.00012477084,0.000053533327,0.00034327764,0.00013158713,0.0004940565,0.00017391535,0.00011472625,0.000063719555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056300913,0.000104051425,0.97734976,0.000006045107,0.000012262202,6.331313e-7,0.0036441754,0.0000014236773,0.000037805647,0.002307737,0.012254743,0.004225093],"study_design_scores_gemma":[0.0010415539,0.00006637005,0.97098774,0.000019099929,0.000012629145,4.510484e-8,0.010242846,0.000005676972,0.0000042122933,0.0007682664,0.016675226,0.00017634837],"about_ca_topic_score_codex":0.03847421,"about_ca_topic_score_gemma":0.15402088,"teacher_disagreement_score":0.11554666,"about_ca_system_score_codex":0.0001093149,"about_ca_system_score_gemma":0.0002327437,"threshold_uncertainty_score":0.9998947},"labels":[],"label_agreement":null},{"id":"W2986863033","doi":"10.1007/s00146-019-00924-9","title":"The role of experts in the public perception of risk of artificial intelligence","year":2019,"lang":"en","type":"article","venue":"AI & Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk perception; Perception; Existentialism; Psychology; Quarter (Canadian coin); Artificial intelligence; Computer science; Applied psychology; Social psychology; Political science; History","score_opus":0.023607303250835432,"score_gpt":0.31478977634692124,"score_spread":0.2911824730960858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986863033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99186486,0.00011274786,0.00047045763,0.0020783874,0.00012795771,0.00026822524,0.0000026911177,0.000007635033,0.005067013],"genre_scores_gemma":[0.9973747,0.0022448155,0.00010346229,0.00014204634,0.000039019524,0.000008175517,0.0000010413163,0.000002547801,0.000084163],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99896634,0.00023939161,0.00022706226,0.000090828566,0.00034653433,0.00012982432],"domain_scores_gemma":[0.99941546,0.00015686694,0.00013780835,0.0001920628,0.00008263839,0.000015171284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016502738,0.000043550437,0.000088495624,0.000013594493,0.00014271616,0.000022619795,0.00031091188,0.00005011043,0.00024794202],"category_scores_gemma":[0.000078146,0.000026707961,0.00014119975,0.00025683807,0.00033203984,0.000104820465,0.00003869014,0.00007788269,0.000015503654],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010614601,0.00017353852,0.024365166,0.0000105720355,0.000022669343,3.013707e-8,0.54108983,0.00003431722,0.0027632997,0.12756127,0.00240598,0.3015627],"study_design_scores_gemma":[0.00004045813,0.00003332622,0.032229275,0.000008720133,0.0000093278195,3.5446572e-8,0.91416734,0.0009424384,0.00016433274,0.01323407,0.039118353,0.000052295625],"about_ca_topic_score_codex":0.0024803872,"about_ca_topic_score_gemma":0.0021682342,"teacher_disagreement_score":0.3730775,"about_ca_system_score_codex":0.00003379479,"about_ca_system_score_gemma":0.000042774325,"threshold_uncertainty_score":0.37496203},"labels":[],"label_agreement":null},{"id":"W2989871151","doi":"10.1177/0306312719889405","title":"Post-political uncertainties: Governing nuclear controversies in post-Fukushima Japan","year":2019,"lang":"en","type":"article","venue":"Social Studies of Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; Deliberation; Nuclear power; Political science; Nuclear energy policy; State (computer science); Fukushima Nuclear Accident; Political economy; Public administration; Sociology; Law; Nuclear power plant","score_opus":0.027524078228688714,"score_gpt":0.34840623089490586,"score_spread":0.3208821526662171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989871151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8924607,0.00008030451,8.676872e-7,0.010269582,0.00046599028,0.00023205118,0.000008866966,0.000028527062,0.09645312],"genre_scores_gemma":[0.99695516,0.00015466148,0.000069791146,0.0015036371,0.000094648356,0.0000038600792,4.033018e-7,0.0000051789566,0.0012126835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9979762,0.00008366606,0.00021541704,0.00027426754,0.0008488205,0.0006016714],"domain_scores_gemma":[0.9990813,0.00020013095,0.00010114786,0.00009835218,0.00043466373,0.0000843892],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012847028,0.00009495711,0.00025159106,0.00012203834,0.0011480644,0.00006756075,0.00047670453,0.000047983624,0.0002578027],"category_scores_gemma":[0.0015350146,0.00009119456,0.00007750271,0.00056210684,0.005760898,0.0003609245,0.00028198183,0.00010351961,0.00013577445],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004139075,0.0000632654,0.00959301,0.000029661636,0.000029159706,0.0000011387212,0.26184765,0.000007765032,0.003129611,0.7206738,0.0010991342,0.0034844198],"study_design_scores_gemma":[0.00033996848,0.0001030681,0.0626237,0.00002250411,0.00000902062,6.505737e-8,0.9073031,0.000014759407,0.000013557097,0.0011646415,0.028265225,0.00014040663],"about_ca_topic_score_codex":0.007548521,"about_ca_topic_score_gemma":0.0030108888,"teacher_disagreement_score":0.7195091,"about_ca_system_score_codex":0.00059227215,"about_ca_system_score_gemma":0.0002258273,"threshold_uncertainty_score":0.9990603},"labels":[],"label_agreement":null},{"id":"W2990499279","doi":"10.1289/isee.2015.2015-568","title":"Is Exposure To Thyroid Disrupting Chemicals Responsible For Higher Rates Of Hypothyroidism In Some Coastal Communities On The Island Portion Of Newfoundland And Labrador, Canada?","year":2015,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland","funders":"","keywords":"Incidence (geometry); Geography; West coast; Agriculture; East coast; Oceanography; Physical geography; Archaeology; Geology","score_opus":0.10433289423347981,"score_gpt":0.34115531562570695,"score_spread":0.23682242139222714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990499279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889208,0.00006708967,0.000009576364,0.006178515,0.00007822289,0.00033715708,0.000052254945,0.0000063632433,0.0043500387],"genre_scores_gemma":[0.9978274,0.0000962563,0.00004181,0.0005034445,0.00003515878,0.00002014866,0.000008292143,0.000005239249,0.001462237],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99910223,0.00009432729,0.00026209783,0.000099542274,0.00026875854,0.00017301223],"domain_scores_gemma":[0.99914044,0.0003362369,0.0001441287,0.00014318766,0.00014856322,0.00008747108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007564624,0.00008226861,0.00016090155,0.00005545701,0.00009920602,0.00004397807,0.0001607855,0.00004849787,0.00005444745],"category_scores_gemma":[0.00020857684,0.00006423371,0.000019049152,0.00008844169,0.00014631911,0.00013071718,0.00004250168,0.00007758754,0.0000014309825],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023327507,0.00081729016,0.0621561,0.0003200216,0.00016322204,0.000016932054,0.49662897,0.005036371,0.07723386,0.24504174,0.10138046,0.008872276],"study_design_scores_gemma":[0.0016236437,0.0004711196,0.8138536,0.00022681501,0.000024456933,4.923757e-7,0.13306905,0.000031312502,0.0057149716,0.010892171,0.033762358,0.00033001293],"about_ca_topic_score_codex":0.49207243,"about_ca_topic_score_gemma":0.8980812,"teacher_disagreement_score":0.7516975,"about_ca_system_score_codex":0.000056094515,"about_ca_system_score_gemma":0.00041529056,"threshold_uncertainty_score":0.5113099},"labels":[],"label_agreement":null},{"id":"W2991227988","doi":"10.1289/isesisee.2018.o03.01.02","title":"Protecting Populations from Radon in Ontario, Canada: Translating Research to Evidence-Based Public Health Practice","year":2018,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Public health; Environmental health; Radon; Medicine; Environmental planning; Political science; Geography; Pathology","score_opus":0.6210384718827319,"score_gpt":0.4898349211124467,"score_spread":0.13120355077028517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991227988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7749761,0.000035352376,0.0014763345,0.19172446,0.00039885053,0.0014814822,0.000004691557,0.00006515293,0.029837593],"genre_scores_gemma":[0.9928053,0.000012542162,0.004203016,0.00214404,0.00017635521,0.00008013179,0.000007864704,0.0000092067,0.000561549],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99626535,0.001096777,0.00043910908,0.00040970932,0.0010561568,0.00073290087],"domain_scores_gemma":[0.9979304,0.00062298094,0.00016359646,0.00025775493,0.0006259687,0.00039928005],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006430048,0.00011020852,0.00016343153,0.00022748318,0.0012205233,0.0003776267,0.00035794138,0.00007479005,0.0012873366],"category_scores_gemma":[0.0049055014,0.00012100808,0.000023368853,0.0006313741,0.00013599567,0.000858942,0.000038280737,0.0006037962,0.00008645981],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022998657,0.000600699,0.025191663,0.00006048688,0.000039108174,0.000069480346,0.546126,0.0071318,0.0011038607,0.018507818,0.018128032,0.38281107],"study_design_scores_gemma":[0.00028961024,0.00013088906,0.6799535,0.0004476654,0.0000042276247,2.0719126e-7,0.042442806,0.00011612236,0.000031890457,0.0006698998,0.27567816,0.00023502091],"about_ca_topic_score_codex":0.9993515,"about_ca_topic_score_gemma":0.9999605,"teacher_disagreement_score":0.65476185,"about_ca_system_score_codex":0.0021813929,"about_ca_system_score_gemma":0.01310012,"threshold_uncertainty_score":0.9996256},"labels":[],"label_agreement":null},{"id":"W2993833478","doi":"","title":"Canadian Wildfire Communication Strategies","year":2011,"lang":"en","type":"article","venue":"Australian Journal of Emergency Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Project commissioning; Government (linguistics); Strengths and weaknesses; Order (exchange); Publishing; Business; Environmental planning; Public relations; Environmental resource management; Political science; Geography; Finance; Economics; Psychology","score_opus":0.10369495403075743,"score_gpt":0.35369125879608593,"score_spread":0.2499963047653285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993833478","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061881274,0.00019855093,0.00032926767,0.0068092705,0.0018060923,0.00033114688,0.0000017102143,0.00003146306,0.9286112],"genre_scores_gemma":[0.9617439,0.005684001,0.002532005,0.00009456565,0.000102819016,0.0000050094072,0.0000017628009,0.000008852966,0.029827073],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986482,0.00016673397,0.00043751087,0.00009734593,0.00033529825,0.000314905],"domain_scores_gemma":[0.9991258,0.000003436957,0.00023009836,0.00023974427,0.00009864521,0.00030229165],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00091507944,0.00009901067,0.00011720015,0.00027890268,0.0003697868,0.00004995215,0.00063929,0.000047326634,0.008877441],"category_scores_gemma":[0.000010319414,0.00009740663,0.000114881404,0.00028504885,0.00006869706,0.00057746674,0.000032399454,0.00012870494,0.00014114138],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028733466,0.00019963473,0.007281512,0.00003872539,0.00038164222,0.00021428255,0.058153994,0.000054382985,0.000012293528,0.5171588,0.37377557,0.042700447],"study_design_scores_gemma":[0.00014518766,0.00005953606,0.044537947,0.00003499722,0.00008014806,0.0000020071489,0.081610076,0.0000010590244,0.0000048471343,0.0136513645,0.85972023,0.00015262318],"about_ca_topic_score_codex":0.11130358,"about_ca_topic_score_gemma":0.22461715,"teacher_disagreement_score":0.89986265,"about_ca_system_score_codex":0.0002028762,"about_ca_system_score_gemma":0.000114589515,"threshold_uncertainty_score":0.9920286},"labels":[],"label_agreement":null},{"id":"W2994456526","doi":"","title":"Habitat Protection Under The Magnuson-Stevens Act: Can It Really Contribute To Ecosystem Health In The Northeast Atlantic?","year":2006,"lang":"en","type":"article","venue":"Ocean and coastal law journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"World Wildlife Fund","keywords":"Ecosystem; Habitat; Environmental resource management; Environmental protection; Fishery; Geography; Environmental science; Ecology; Biology","score_opus":0.015800681674923277,"score_gpt":0.26586369729846404,"score_spread":0.2500630156235408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994456526","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45749748,0.00008047326,0.0026552451,0.4811539,0.00050110405,0.0016845225,0.00006167156,0.000045286004,0.05632033],"genre_scores_gemma":[0.9950261,0.00015506562,0.00001862804,0.0035774044,0.00034238843,0.000004832942,0.000004295281,0.0000061800843,0.00086511445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985111,0.0004664787,0.00024305367,0.00012011342,0.00033813034,0.0003211339],"domain_scores_gemma":[0.9995929,0.000032188473,0.000111326204,0.00008638853,0.000059494014,0.00011772428],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018253305,0.000088630695,0.00012100245,0.000041877724,0.0015849936,0.00038080092,0.00017345561,0.00003108693,0.000027704134],"category_scores_gemma":[0.00000929769,0.00005204376,0.000048329857,0.00016643577,0.00008165767,0.00010019601,0.000033283373,0.00022245327,0.0000101939095],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001978482,0.00031741636,0.018213082,0.000050131406,0.000046800033,0.000059830527,0.033814255,0.0005472332,0.000021406255,0.83178455,0.08433805,0.030609408],"study_design_scores_gemma":[0.00065913814,0.0002112065,0.08071707,0.00008942063,0.000013106486,0.00010554862,0.056612592,0.00006983346,6.6849475e-7,0.0029489438,0.8584178,0.00015468674],"about_ca_topic_score_codex":0.044592384,"about_ca_topic_score_gemma":0.9110952,"teacher_disagreement_score":0.8665028,"about_ca_system_score_codex":0.00011641427,"about_ca_system_score_gemma":0.00009398386,"threshold_uncertainty_score":0.9997148},"labels":[],"label_agreement":null},{"id":"W3000202315","doi":"10.3917/re1.097.0072","title":"Comment développer la transparence et la participation dans le domaine du nucléaire civil ?","year":2019,"lang":"fr","type":"article","venue":"Annales des Mines - Responsabilité et environnement","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Capital Commission","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.029306965320664853,"score_gpt":0.3201815434614057,"score_spread":0.29087457814074086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000202315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8357876,0.0008992993,0.0031065198,0.12529564,0.0003681801,0.00092429895,0.000054702876,0.000083169296,0.033480573],"genre_scores_gemma":[0.95208466,0.008008579,0.0011874867,0.0038309735,0.000095011055,0.00023579261,0.00006930531,0.00004781483,0.034440365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931462,0.0040313876,0.00067068724,0.0007206808,0.00073374476,0.0006973376],"domain_scores_gemma":[0.99796516,0.000889084,0.00019098238,0.0006017023,0.00006963304,0.0002834278],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00423209,0.00043207794,0.0004037197,0.00011730813,0.00057941163,0.00016750649,0.000470582,0.00021554933,0.0037101519],"category_scores_gemma":[0.00017221073,0.00043483317,0.00026611285,0.00038112784,0.0020717096,0.0005812449,0.00018966431,0.00022236204,0.00060505135],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006512748,0.005335413,0.11846479,0.0006048242,0.00024918813,0.0000555903,0.2050948,0.0045686583,0.003166378,0.5496498,0.017250499,0.09490879],"study_design_scores_gemma":[0.0009411103,0.00030264232,0.18627217,0.0001820666,0.00008110536,0.00000393232,0.014498445,0.00035815893,0.000081855454,0.0015374391,0.7953182,0.00042290826],"about_ca_topic_score_codex":0.0014579734,"about_ca_topic_score_gemma":0.01203508,"teacher_disagreement_score":0.77806765,"about_ca_system_score_codex":0.00042228762,"about_ca_system_score_gemma":0.00018204343,"threshold_uncertainty_score":0.99981034},"labels":[],"label_agreement":null},{"id":"W3003691530","doi":"10.1111/rego.12300","title":"Empires built on sand: On the fundamental implausibility of reactor safety assessments and the implications for nuclear regulation","year":2020,"lang":"en","type":"article","venue":"Regulation & Governance","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Corporate governance; Commission; Frame (networking); Political science; Nuclear reactor; Expert opinion; Engineering ethics; Business; Law; Nuclear engineering; Engineering; Finance","score_opus":0.06512683363869119,"score_gpt":0.3591166941459548,"score_spread":0.2939898605072636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003691530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78373003,0.000024040568,0.001832607,0.19322693,0.00011218281,0.0018637397,0.00014538624,0.00006260955,0.019002449],"genre_scores_gemma":[0.99781173,0.000107859276,0.00010736954,0.0014846651,0.0001103466,0.000028032648,0.000012377599,0.000008080739,0.00032951005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99901205,0.00016156297,0.00022059219,0.00020754097,0.00029035477,0.000107920045],"domain_scores_gemma":[0.9990991,0.0002520015,0.0003511881,0.00020187165,0.000058824688,0.000037055386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005370722,0.00007711353,0.00011209832,0.000008968761,0.000613529,0.00005794846,0.00016239738,0.00004053579,0.00017313527],"category_scores_gemma":[0.00020310824,0.00005015003,0.00006635364,0.00013618961,0.00025692003,0.0001333098,0.000035793062,0.000056225883,0.0000071154823],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004978546,0.000042386007,0.0011087466,0.000011336762,0.000017867687,1.2192527e-8,0.0050084763,0.00007307727,0.0010863263,0.96158504,0.0092696035,0.021299267],"study_design_scores_gemma":[0.0006025694,0.000054907967,0.8201367,0.000012176047,0.000014225242,5.9576667e-8,0.0006564057,0.0008085725,0.000045014087,0.004613726,0.17299746,0.000058131176],"about_ca_topic_score_codex":0.00024421274,"about_ca_topic_score_gemma":0.00012114944,"teacher_disagreement_score":0.95697135,"about_ca_system_score_codex":0.00012665252,"about_ca_system_score_gemma":0.000023591916,"threshold_uncertainty_score":0.47188312},"labels":[],"label_agreement":null},{"id":"W3006369922","doi":"","title":"Manufacturing Consent to Climate Inaction: A Case Study of The Globe and Mail ’s Pipeline Coverage","year":2019,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; University of New Brunswick","funders":"","keywords":"Globe; Mainstream; Newspaper; Greenhouse gas; Climate change; Fossil fuel; Political science; News media; Petroleum industry; Natural resource economics; Business; Economics; Law; Engineering","score_opus":0.023289066681307008,"score_gpt":0.30282118707960226,"score_spread":0.2795321203982952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006369922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9589225,0.000016482274,0.000021089149,0.0010959425,0.00044642735,0.0008762735,0.000005778146,0.00003492668,0.038580593],"genre_scores_gemma":[0.9931957,0.00009143968,0.000042296324,0.0009868972,0.00009775263,0.000016580974,4.4610073e-7,0.0000066135035,0.005562266],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989164,0.00018449176,0.00018928983,0.00021129216,0.00029554387,0.00020302014],"domain_scores_gemma":[0.9994472,0.000045620756,0.00007469781,0.00027022543,0.00003444947,0.0001277775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004988264,0.00008801572,0.00013626351,0.00002977648,0.0003914781,0.000092867056,0.000137812,0.000035565932,0.00077524956],"category_scores_gemma":[0.000028979957,0.000068435176,0.00003782472,0.00010582671,0.00006550801,0.00013129487,0.00018274487,0.00010204696,0.00019382035],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094578124,0.0046096034,0.4465213,0.0008286132,0.000458764,0.0017314183,0.21079575,0.0030225343,0.002454726,0.1933601,0.07387797,0.061393432],"study_design_scores_gemma":[0.0024122128,0.00030984613,0.045410212,0.00008341394,0.00007723362,0.00006347038,0.22669138,0.000037670787,0.00033496984,0.00034319007,0.72385615,0.0003802439],"about_ca_topic_score_codex":0.038538497,"about_ca_topic_score_gemma":0.10464042,"teacher_disagreement_score":0.6499782,"about_ca_system_score_codex":0.00012455817,"about_ca_system_score_gemma":0.000029956827,"threshold_uncertainty_score":0.967864},"labels":[],"label_agreement":null},{"id":"W3006498899","doi":"10.1029/2020ef001498","title":"Too Big to Ignore: Global Risk Perception Gaps Between Scientists and Business Leaders","year":2020,"lang":"en","type":"article","venue":"Earth s Future","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Futures contract; Geopolitics; Action (physics); Ranking (information retrieval); Perception; Political science; Public relations; Scale (ratio); Business; Sociology; Psychology; Politics; Geography; Computer science","score_opus":0.03460371464319281,"score_gpt":0.30351473147190855,"score_spread":0.26891101682871577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006498899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9244702,0.00012124936,0.0022042028,0.05849451,0.0011283966,0.00044780545,0.00006136922,0.00018149878,0.012890784],"genre_scores_gemma":[0.98834854,0.000583325,0.0014747352,0.0042926637,0.0038641172,0.00000621648,0.000021385407,0.000007842103,0.0014011749],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878806,0.00011518804,0.00011532608,0.0003245568,0.00039014022,0.00026672703],"domain_scores_gemma":[0.99944574,0.000008532622,0.000041405397,0.00010453695,0.00007519537,0.00032461472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026584003,0.00010476415,0.00012414365,0.000037846177,0.0005614038,0.00019232066,0.00016441611,0.000087433364,0.000371158],"category_scores_gemma":[0.00007820902,0.00009943052,0.000038282204,0.0008242123,0.00019168048,0.00015888862,0.000072209674,0.00010065079,0.00043829266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003341006,0.00002273206,0.16114758,0.000034519748,0.000023161325,0.0000065353092,0.06271892,0.000054734868,0.00005769897,0.0022499154,0.14017354,0.6334773],"study_design_scores_gemma":[0.00011379859,0.000017976981,0.46502948,0.000004118034,0.000011936438,1.2772419e-7,0.011372641,0.0000043606274,6.300495e-7,0.00005031955,0.52331257,0.0000820629],"about_ca_topic_score_codex":0.001131029,"about_ca_topic_score_gemma":0.0032130925,"teacher_disagreement_score":0.6333952,"about_ca_system_score_codex":0.000037225174,"about_ca_system_score_gemma":0.000052225038,"threshold_uncertainty_score":0.56335115},"labels":[],"label_agreement":null},{"id":"W3014082360","doi":"10.1111/jep.13394","title":"Don't panic, it is only an emergency","year":2020,"lang":"en","type":"editorial","venue":"Journal of Evaluation in Clinical Practice","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Public Health Ontario; University of Toronto","funders":"","keywords":"Suspect; Mainstream; Public health; Public relations; Action (physics); Psychology; Medicine; Law; Political science; Nursing","score_opus":0.1950151703546719,"score_gpt":0.588121341177056,"score_spread":0.3931061708223841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014082360","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022902769,0.00028385958,0.00024166521,0.08527581,0.85756034,0.0004954396,0.000010759583,0.000015155257,0.055887956],"genre_scores_gemma":[0.0012841205,0.034333944,0.0020926103,0.004572614,0.954403,0.0000095939495,0.000027005046,0.00003163646,0.0032455171],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9830271,0.007552951,0.0032333827,0.00041623277,0.005507658,0.0002626598],"domain_scores_gemma":[0.9843578,0.006332458,0.004377881,0.00031410833,0.004216752,0.00040101158],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.056829523,0.00019283619,0.0006043248,0.00019201243,0.000208605,0.0001796952,0.0006516825,0.0008913857,0.011590481],"category_scores_gemma":[0.19315965,0.00018397415,0.00039236574,0.0004575556,0.00011250256,0.0018341051,0.00008268586,0.002643857,0.00035854668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025905177,0.00048529808,0.00014259349,0.000013725762,0.00008986598,0.000021344063,0.0052648727,0.00001949407,3.3402068e-7,0.00016928324,0.95640796,0.03712617],"study_design_scores_gemma":[0.0010753622,0.00054755004,0.00078159524,0.00006691314,0.00060506753,0.0000012257939,0.00930236,0.00015336332,3.3004863e-8,0.001652939,0.9856213,0.00019229176],"about_ca_topic_score_codex":0.0006292841,"about_ca_topic_score_gemma":0.002875898,"teacher_disagreement_score":0.13633014,"about_ca_system_score_codex":0.00046083637,"about_ca_system_score_gemma":0.0038493157,"threshold_uncertainty_score":0.9996571},"labels":[],"label_agreement":null},{"id":"W3015604885","doi":"10.1017/dmp.2020.36","title":"Minimizing Isolation of the Elderly Following the Fukushima Nuclear Power Plant Disaster","year":2020,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Nuclear power plant; Content (measure theory); Isolation (microbiology); Nuclear disaster; Nuclear power; Action (physics); Waste management; Fukushima Nuclear Accident; Environmental science; Engineering; Nuclear plant; Nuclear engineering; Mathematics; Biology; Nuclear physics; Physics; Bioinformatics","score_opus":0.09415266474411933,"score_gpt":0.34688200923881246,"score_spread":0.25272934449469314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015604885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.751755,0.00019901307,0.0005812423,0.22538507,0.0007165348,0.0005731562,0.0000069301614,0.000045042754,0.020737976],"genre_scores_gemma":[0.98197424,0.00010072643,0.000032049942,0.017490894,0.00022900272,0.000011370829,0.0000062981244,0.000009961683,0.00014546148],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998144,0.0005119337,0.00035559948,0.00021426629,0.00046077106,0.00031343868],"domain_scores_gemma":[0.99920624,0.00010992394,0.0001778483,0.00020976264,0.000042414445,0.00025380528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145359,0.00010197963,0.00020882925,0.000033038643,0.0006320124,0.00006574719,0.00029224067,0.000046924564,0.00030841885],"category_scores_gemma":[0.00026563706,0.00005568877,0.00006514054,0.0002857462,0.0002900683,0.00024157124,0.000113333364,0.00011895007,0.0000057510624],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013983271,0.000020635389,0.0011536996,0.000047050424,0.00001953946,4.444865e-7,0.96157354,5.313938e-7,0.00001542393,0.0058674384,0.019992627,0.011295085],"study_design_scores_gemma":[0.00032491575,0.00012776174,0.0013597643,0.000069298636,0.0000108770655,4.1324984e-7,0.54867655,0.00012600374,5.6689174e-8,0.00005059673,0.44919553,0.000058214282],"about_ca_topic_score_codex":0.0010974531,"about_ca_topic_score_gemma":0.0006463674,"teacher_disagreement_score":0.4292029,"about_ca_system_score_codex":0.000041839874,"about_ca_system_score_gemma":0.00015628543,"threshold_uncertainty_score":0.4860992},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.3540987239563469,"score_gpt":0.43436824225598225,"score_spread":0.08026951829963536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017995524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520233,0.0021022118,0.008621354,0.015181776,0.0002468057,0.00024274256,0.000046788427,0.000017524395,0.021517467],"genre_scores_gemma":[0.87060326,0.12846804,0.00048120174,0.00002714455,0.0002914771,6.06902e-7,1.4045268e-7,0.0000063370903,0.00012176701],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964976,0.0012966054,0.00032468268,0.00012985489,0.0014456254,0.0003056613],"domain_scores_gemma":[0.9980322,0.00066394714,0.000501763,0.00009714233,0.00036825612,0.00033667465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071097245,0.000061026436,0.00019007288,0.00014892635,0.00065342116,0.00016335478,0.00034981957,0.000059072372,0.00037853714],"category_scores_gemma":[0.0057464265,0.000050563365,0.0000884112,0.0006570793,0.0004901308,0.00036458214,0.00012330734,0.00078258023,0.000018956092],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036465697,0.00018589286,0.52053255,0.000064408974,0.00021970792,0.00004319233,0.09805481,0.00011775637,0.000113047674,0.10449222,0.08753508,0.18827666],"study_design_scores_gemma":[0.0018612948,0.0005699535,0.2802421,0.000097143246,0.000092472525,0.0000030248564,0.14966965,0.0006121071,0.00004441277,0.040107034,0.52648264,0.00021818005],"about_ca_topic_score_codex":0.0020290008,"about_ca_topic_score_gemma":0.001593186,"teacher_disagreement_score":0.4389476,"about_ca_system_score_codex":0.0002329987,"about_ca_system_score_gemma":0.00020177719,"threshold_uncertainty_score":0.68794245},"labels":[],"label_agreement":null},{"id":"W3019468848","doi":"10.1017/s0008423920000177","title":"Beyond Regions and Ideology: Using Cultural Theory to Explain Risk Perception in Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Wilfrid Laurier University","funders":"","keywords":"Fatalism; Egalitarianism; Individualism; Perception; Social psychology; Risk perception; Ideology; Mythology; Context (archaeology); Psychology; Culture theory; Sociology; Political science; Geography; Politics; Epistemology; Law","score_opus":0.03805598269557269,"score_gpt":0.31378043093975183,"score_spread":0.27572444824417913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019468848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9683846,0.000017924209,0.00076741306,0.027627137,0.00019981302,0.000075887845,0.000005939804,0.0000020480707,0.0029192036],"genre_scores_gemma":[0.99293613,0.000013541421,0.00070891686,0.0061612036,0.00014334409,4.6328054e-7,9.774441e-8,0.0000021262856,0.00003417748],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986085,0.00018356074,0.00018263572,0.00013213776,0.00027794598,0.0006152174],"domain_scores_gemma":[0.9970442,0.000053194624,0.000048114096,0.000046647307,0.00010883608,0.002699028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011286121,0.00005430473,0.000103261395,0.00014826976,0.0004947626,0.000088457695,0.00026891526,0.000023998255,0.00020776082],"category_scores_gemma":[0.0015155489,0.000047709058,0.000019757015,0.00048728412,0.0007766845,0.00029562952,0.000022190667,0.00015579164,0.0000045545207],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058154137,0.0000026876812,0.0421272,0.0000022518423,0.0000023723683,0.00006906217,0.024186768,0.00013605173,0.00027146054,0.9276637,0.0016976233,0.0038350034],"study_design_scores_gemma":[0.00019508995,0.0000681035,0.80136037,0.00002650101,0.000015977179,0.000020665178,0.16929448,0.00046196833,0.000008165008,0.015364861,0.013007385,0.0001764693],"about_ca_topic_score_codex":0.9893176,"about_ca_topic_score_gemma":0.9978257,"teacher_disagreement_score":0.91229886,"about_ca_system_score_codex":0.0019157168,"about_ca_system_score_gemma":0.0065544783,"threshold_uncertainty_score":0.99907744},"labels":[],"label_agreement":null},{"id":"W3019936017","doi":"10.1016/b978-0-08-100596-5.23009-6","title":"Perspectives With Respect to Regulations, Consumer Acceptance and Sustainability","year":2020,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Commercialization; Sustainability; Product (mathematics); Quality (philosophy); Marketing; Business","score_opus":0.019621469124361256,"score_gpt":0.30010312950221335,"score_spread":0.2804816603778521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019936017","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019395829,0.0005879435,0.000039829774,0.0073659588,0.0000609197,0.0013945282,0.000010190265,0.00011581615,0.99023086],"genre_scores_gemma":[0.022994097,0.0004210078,0.0006231155,0.0005780673,0.00021937414,0.000051979638,0.0000026736334,0.000032970605,0.97507674],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984936,0.0000830874,0.00020128858,0.000579103,0.0004158597,0.00022706049],"domain_scores_gemma":[0.9989872,0.00004921816,0.00010688775,0.00032684254,0.00028238862,0.00024745913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003378616,0.0002303338,0.00030350906,0.00010879789,0.00044643797,0.0001407656,0.00019416133,0.00012910493,0.000669266],"category_scores_gemma":[0.00010759605,0.00020938164,0.00007165309,0.00003518663,0.0006446081,0.000070381044,0.0001160352,0.00022053682,0.000075904565],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005085934,0.000005433814,0.00007867045,0.000036460246,0.000049644867,0.000011506755,0.033437137,8.738924e-7,4.6041822e-7,0.35248047,0.0013695242,0.612479],"study_design_scores_gemma":[0.00012955617,0.00005607013,0.0011180999,0.000057133697,0.000053883967,5.5555813e-7,0.010628422,5.6838155e-7,2.376466e-7,0.019769715,0.9679135,0.00027223947],"about_ca_topic_score_codex":0.00001851456,"about_ca_topic_score_gemma":0.0018247041,"teacher_disagreement_score":0.966544,"about_ca_system_score_codex":0.0003985792,"about_ca_system_score_gemma":0.00030604203,"threshold_uncertainty_score":0.85383356},"labels":[],"label_agreement":null},{"id":"W3021072341","doi":"10.1002/9781118445112.stat03864","title":"Evaluation of Risk Communication Efforts","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Component (thermodynamics); Key (lock); Risk analysis (engineering); Risk communication; Computer science; Risk assessment; Management science; Engineering; Computer security; Business","score_opus":0.07798851472306549,"score_gpt":0.4004803026480291,"score_spread":0.3224917879249636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021072341","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044120828,0.0015615249,0.11234778,0.00015725501,0.0007548551,0.0018504314,0.016301645,0.00033899822,0.8662463],"genre_scores_gemma":[0.08417922,0.19780506,0.29579604,0.0002865856,0.0011120781,0.00023673079,0.030877946,0.00085457735,0.38885176],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955331,0.0015339117,0.00049084774,0.00028724165,0.00187135,0.00028355018],"domain_scores_gemma":[0.99716043,0.00021295801,0.0009979403,0.00073765015,0.0007598951,0.00013112777],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030297476,0.00024123021,0.0004022124,0.0002875488,0.00020680077,0.00004718783,0.00049921137,0.00027653264,0.012802626],"category_scores_gemma":[0.00072236796,0.00024086422,0.000046842237,0.0002114771,0.00044826086,0.000049040078,0.00009446266,0.00029648707,0.0002284574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008112043,0.0002072579,0.00018725931,0.00006157689,0.00009411616,3.6479312e-7,0.0026276077,0.00008644442,0.0000010593794,0.07585043,0.5695908,0.35128498],"study_design_scores_gemma":[0.0004935802,0.00004636708,0.0012552377,0.00033730845,0.0005168996,8.2395886e-8,0.0014981956,0.0023732695,3.2221737e-7,0.016626162,0.9765581,0.0002944553],"about_ca_topic_score_codex":0.022610584,"about_ca_topic_score_gemma":0.19103585,"teacher_disagreement_score":0.47739455,"about_ca_system_score_codex":0.00021995266,"about_ca_system_score_gemma":0.00042583648,"threshold_uncertainty_score":0.9880998},"labels":[],"label_agreement":null},{"id":"W3022207534","doi":"10.3390/ijerph17093255","title":"The Landscape of Risk Communication Research: A Scientometric Analysis","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canada Research Chairs","keywords":"Risk governance; Data science; Scientometrics; Corporate governance; Natural hazard; Thematic analysis; Bibliometrics; Public domain; Geography; Social science; Computer science; Sociology; Qualitative research; Business; Data mining","score_opus":0.2592008988095303,"score_gpt":0.5011023687434776,"score_spread":0.2419014699339473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022207534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84319824,0.0029153903,0.00042743378,0.1482279,0.00009063657,0.00019875923,0.000038575025,0.0000041418216,0.004898906],"genre_scores_gemma":[0.9284834,0.070963554,0.00013906336,0.00016520926,0.000111156674,0.0000020402038,0.00000471645,0.0000025087236,0.00012829682],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945928,0.0019130578,0.00034933188,0.00010000613,0.0027421152,0.00030270556],"domain_scores_gemma":[0.9977632,0.0010978349,0.0002417987,0.00011392033,0.00032560626,0.00045761315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018872397,0.00003577017,0.00010831443,0.0012279847,0.00087883533,0.00026543456,0.0008455842,0.000024496512,0.00036757052],"category_scores_gemma":[0.0024815877,0.000025663361,0.00006502367,0.0021086796,0.0009498891,0.00024672278,0.00026061363,0.0004363112,0.000012257158],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019129815,0.00072131923,0.20739506,0.000008754701,0.00067359715,0.0000055039795,0.052241117,0.000034477303,0.00005679802,0.027912883,0.016161548,0.69459766],"study_design_scores_gemma":[0.00046651516,0.0004720922,0.371489,0.000010412443,0.000008831942,0.0000010869871,0.07547293,0.0003368711,0.0000034599552,0.0020601521,0.54963344,0.00004523775],"about_ca_topic_score_codex":0.0009948409,"about_ca_topic_score_gemma":0.00065384555,"teacher_disagreement_score":0.6945524,"about_ca_system_score_codex":0.0002636133,"about_ca_system_score_gemma":0.00029780174,"threshold_uncertainty_score":0.67593795},"labels":[],"label_agreement":null},{"id":"W3023171182","doi":"10.1016/bs.mcps.2020.03.004","title":"Acceptable risk: Regulatory aspects","year":2020,"lang":"en","type":"book-chapter","venue":"Methods in chemical process safety","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Risk analysis (engineering); Risk perception; Risk management; Risk assessment; Perception; Precautionary principle; Process (computing); Public policy; Business; Actuarial science; Public economics; Management science; Computer science; Economics; Psychology; Computer security","score_opus":0.05592337289297224,"score_gpt":0.413268751700162,"score_spread":0.35734537880718975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023171182","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009796421,0.00039435286,0.009709341,0.0011479174,0.00032989765,0.0004982915,0.000015625827,0.00015863181,0.98773617],"genre_scores_gemma":[0.008762154,0.0062213186,0.28931797,0.0016207129,0.0028769793,0.000098196826,0.00007923738,0.00022794583,0.6907955],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725735,0.00028722608,0.00060036103,0.0007709267,0.0006672033,0.00041694948],"domain_scores_gemma":[0.998635,0.00029226937,0.00034172015,0.0003564203,0.00010173787,0.0002728812],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020205672,0.00034180054,0.00061135425,0.00011987015,0.00023900675,0.00006066629,0.00069096853,0.00063874066,0.007908459],"category_scores_gemma":[0.00084968796,0.00035626124,0.00020816886,0.00017229012,0.00045866927,0.00015199746,0.00022854799,0.0010694332,0.00023315828],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015571907,0.00007118434,0.000044656383,0.00031105103,0.00009489108,0.000024893878,0.009515574,0.00006250037,0.00024962393,0.41340354,0.008879333,0.567187],"study_design_scores_gemma":[0.00021215266,0.000008222581,0.000023483952,0.000075525306,0.000045868455,2.1975953e-7,0.00043772862,0.000035277408,0.00026989073,0.2793163,0.71921456,0.00036076666],"about_ca_topic_score_codex":0.00012126513,"about_ca_topic_score_gemma":0.00012681857,"teacher_disagreement_score":0.7103352,"about_ca_system_score_codex":0.0005345273,"about_ca_system_score_gemma":0.00027673066,"threshold_uncertainty_score":0.99988896},"labels":[],"label_agreement":null},{"id":"W3023212616","doi":"10.1002/9781118445112.stat03860","title":"Role of Risk Communication in a Comprehensive Risk Management Approach","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Risk management; Reciprocal; Risk communication; Risk analysis (engineering); Information exchange; Process (computing); IT risk; IT risk management; Business; Selection (genetic algorithm); Component (thermodynamics); Factor analysis of information risk; Knowledge management; Computer science; Risk management information systems; Information system; Engineering; Management information systems; Finance; Artificial intelligence","score_opus":0.030769586743645997,"score_gpt":0.3280938118228487,"score_spread":0.2973242250792027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023212616","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029047893,0.0022421032,0.073768765,0.000042290663,0.00018126283,0.001773803,0.015493625,0.00022984177,0.90597785],"genre_scores_gemma":[0.00905719,0.30748865,0.5599668,0.0001086845,0.0001781585,0.00013421655,0.007594102,0.00032717633,0.115145065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99659854,0.0011313134,0.0006285716,0.0004968933,0.0007289981,0.00041567977],"domain_scores_gemma":[0.99755776,0.00022411265,0.0010571455,0.0008567386,0.0001640501,0.0001401983],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005792879,0.00033838587,0.00061169243,0.0005362537,0.00018449912,0.000051953346,0.00077764393,0.00027326657,0.0014125749],"category_scores_gemma":[0.00012881494,0.0003448111,0.000058340604,0.0003816914,0.0005369652,0.000046844336,0.0002479054,0.0005642252,0.000133754],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006325858,0.0011453184,0.001675016,0.00043067976,0.00026675733,0.0000042778947,0.008856761,0.00031821476,0.0000019176487,0.35718757,0.29883122,0.33121902],"study_design_scores_gemma":[0.00070642255,0.000048219532,0.0061381846,0.00036278708,0.00016213683,1.1127799e-7,0.01245298,0.0013578709,1.2618018e-7,0.01770219,0.96066755,0.0004014432],"about_ca_topic_score_codex":0.02980263,"about_ca_topic_score_gemma":0.061439555,"teacher_disagreement_score":0.79083276,"about_ca_system_score_codex":0.00016465681,"about_ca_system_score_gemma":0.00008489176,"threshold_uncertainty_score":0.9999004},"labels":[],"label_agreement":null},{"id":"W3025625509","doi":"10.7202/1068741ar","title":"Explorer les mondes du risque dans la métropole São Paulo","year":2020,"lang":"fr","type":"article","venue":"Cahiers de géographie du Québec","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01672098032362521,"score_gpt":0.23921271838752659,"score_spread":0.22249173806390138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025625509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8113236,0.004297821,0.00790412,0.10573332,0.00087258074,0.0004508882,0.000022794457,0.00038310743,0.06901177],"genre_scores_gemma":[0.96287936,0.016384883,0.00045273048,0.0047123483,0.0011022557,0.00008363046,0.000010655471,0.000060974806,0.014313163],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99707294,0.000831638,0.00037660732,0.00056438847,0.00044758513,0.0007068323],"domain_scores_gemma":[0.99856627,0.00017928539,0.00015570558,0.00028699855,0.00009264749,0.0007191],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006241343,0.00035401632,0.00035232567,0.00019982885,0.0010895899,0.00019804644,0.00060777745,0.00043699535,0.0017969292],"category_scores_gemma":[0.00027669777,0.00037680866,0.00047261728,0.0014423488,0.01017063,0.00036814352,0.00010853017,0.00059775467,0.0005544236],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006467595,0.00032634856,0.02433593,0.00013172346,0.00031065397,0.00024056548,0.4324221,0.00032673607,0.0003769975,0.22776204,0.24582687,0.067875355],"study_design_scores_gemma":[0.00043526254,0.00010565807,0.010476367,0.000030830004,0.0001726714,0.000004383634,0.1551574,0.00026968366,0.000051750736,0.0021358232,0.8307409,0.00041926192],"about_ca_topic_score_codex":0.062492914,"about_ca_topic_score_gemma":0.1449763,"teacher_disagreement_score":0.584914,"about_ca_system_score_codex":0.0006477492,"about_ca_system_score_gemma":0.00036781147,"threshold_uncertainty_score":0.9998684},"labels":[],"label_agreement":null},{"id":"W3027045633","doi":"10.1016/j.ijdrr.2020.101681","title":"The role of tacit knowledge in communication and decision-making during emerging public health incidents","year":2020,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Public Health Ontario","funders":"","keywords":"Tacit knowledge; Credibility; Knowledge management; Context (archaeology); Discretion; Public relations; Public health; Explicit knowledge; Health communication; Health care; Process (computing); Grounded theory; Business; Qualitative research; Psychology; Sociology; Medicine; Political science; Computer science; Nursing","score_opus":0.025581643819493377,"score_gpt":0.36505955050918,"score_spread":0.3394779066896866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027045633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900099,0.0010848459,0.0010367851,0.006618371,0.00039356772,0.00008084804,0.000001233651,0.000005233328,0.0007692043],"genre_scores_gemma":[0.992727,0.00647961,0.0005204786,0.000030069632,0.00022047949,0.0000016938259,5.8747435e-7,0.0000041417775,0.000015967764],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99874026,0.00025642043,0.00043969695,0.000072854855,0.00039340017,0.00009738588],"domain_scores_gemma":[0.99900764,0.000074773685,0.00055425067,0.00006141617,0.00023459805,0.00006731638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011071742,0.00004659251,0.00009107053,0.0001482224,0.0002355531,0.00012351044,0.00032789275,0.000021385624,0.000026821073],"category_scores_gemma":[0.00027349664,0.00003846455,0.00004488903,0.00015740402,0.00009588862,0.00052404276,0.00010039771,0.00015136742,0.0000026801947],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009639706,0.0000722391,0.017915606,0.000004635665,0.0000497286,6.5479696e-7,0.15769486,0.00018719916,0.00019932688,0.0026028347,0.0001604432,0.8210161],"study_design_scores_gemma":[0.0016871588,0.00013595686,0.2327657,0.00063092157,0.00002476663,0.000032296957,0.6444076,0.002110315,0.000065711036,0.020865617,0.09706531,0.0002086736],"about_ca_topic_score_codex":0.00022687706,"about_ca_topic_score_gemma":0.00062429963,"teacher_disagreement_score":0.8208074,"about_ca_system_score_codex":0.00018667446,"about_ca_system_score_gemma":0.00007123672,"threshold_uncertainty_score":0.18117079},"labels":[],"label_agreement":null},{"id":"W3034468131","doi":"10.22230/src.2020v11n2a345","title":"Identifying Priorities for Communicating a Large Body of Research for Impact","year":2020,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Calgary; Simon Fraser University","funders":"Partenariat Canadien Contre Le Cancer","keywords":"Political science; Carex; Humanities; Art; Biology","score_opus":0.4583188534525323,"score_gpt":0.5927423575965604,"score_spread":0.13442350414402804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034468131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7582566,0.016389381,0.016637355,0.16405773,0.00013212554,0.012144633,0.0002840814,0.0002835312,0.031814538],"genre_scores_gemma":[0.98527604,0.0075000757,0.006348604,0.00007714819,0.0000771901,0.0002792796,0.000024225434,0.000012193309,0.00040521563],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959427,0.0023722465,0.00025402333,0.0001799105,0.00079135306,0.00045977742],"domain_scores_gemma":[0.99504304,0.002206218,0.00007339092,0.0005574719,0.0019518114,0.00016807034],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.024259802,0.000059777765,0.00014208176,0.00021825542,0.0037828349,0.0007956498,0.0010674412,0.00009554109,0.000036027064],"category_scores_gemma":[0.0071383864,0.000057278656,0.00007789055,0.0005892732,0.0007082972,0.0011412556,0.00069563295,0.00069798715,0.0000060616385],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058058364,0.00030538064,0.0082619665,0.00092104776,0.00013739796,3.2972864e-7,0.23563768,0.0000037871139,0.015059699,0.6870134,0.022806318,0.029272394],"study_design_scores_gemma":[0.0022305232,0.0008298258,0.022658592,0.00039890644,0.000022079643,2.0159425e-7,0.21735801,0.0025635867,0.0005905228,0.057154797,0.69594,0.00025291386],"about_ca_topic_score_codex":0.0013273156,"about_ca_topic_score_gemma":0.0008306207,"teacher_disagreement_score":0.67313373,"about_ca_system_score_codex":0.00011332712,"about_ca_system_score_gemma":0.00022614836,"threshold_uncertainty_score":0.9975141},"labels":[],"label_agreement":null},{"id":"W3037856755","doi":"10.22215/etd/2020-14110","title":"'Superbugs' and the 'Dirty Hospital': The Social Co-Production of Public Health Risks","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Blame; Public relations; Negotiation; Situational ethics; Political science; Risk management; Sociology; Business; Social psychology; Psychology; Social science","score_opus":0.10600504332589099,"score_gpt":0.4170290405187156,"score_spread":0.3110239971928246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037856755","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15424185,0.00087098475,0.00012632445,0.5342555,0.0035097625,0.0029447086,0.000010772211,0.00018251306,0.3038576],"genre_scores_gemma":[0.9599341,0.00888998,0.000038372604,0.0013324615,0.000795306,0.00007218538,0.00013374562,0.000014897669,0.028788932],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980959,0.0006644129,0.00026728702,0.00024411269,0.0005226025,0.00020566797],"domain_scores_gemma":[0.99936086,0.000051557272,0.0002652798,0.00013546251,0.00011855562,0.000068292306],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002261387,0.00011724343,0.00023662647,0.000042394997,0.0015135105,0.00014647254,0.00027506388,0.000107836924,0.00039942647],"category_scores_gemma":[0.00025539004,0.00006525002,0.00011026374,0.00024408681,0.000539021,0.00011792879,0.000022870596,0.000219418,0.000025097836],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027971591,0.000051389838,0.000210356,0.00007120585,0.000072807656,9.449824e-8,0.48422217,2.6939549e-7,0.0000034278212,0.29112318,0.121468216,0.1027489],"study_design_scores_gemma":[0.00031039945,0.000038019985,0.035854008,0.0000090203785,0.000035019926,4.6012946e-8,0.472989,0.000007973033,0.0000046685336,0.0012789342,0.48934746,0.00012545961],"about_ca_topic_score_codex":0.012295285,"about_ca_topic_score_gemma":0.011241267,"teacher_disagreement_score":0.80569226,"about_ca_system_score_codex":0.00006875096,"about_ca_system_score_gemma":0.00025483238,"threshold_uncertainty_score":0.9997864},"labels":[],"label_agreement":null},{"id":"W3042309794","doi":"10.3389/fpubh.2020.00369","title":"Developing and Maintaining Public Trust During and Post-COVID-19: Can We Apply a Model Developed for Responding to Food Scares?","year":2020,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Australian Research Council","keywords":"Credibility; Transparency (behavior); Public trust; Pandemic; Public relations; Business; Public health; Reputation; Consistency (knowledge bases); Coronavirus disease 2019 (COVID-19); Political science; Computer security; Medicine; Infectious disease (medical specialty); Computer science","score_opus":0.1302165300789136,"score_gpt":0.36269082190793484,"score_spread":0.23247429182902124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042309794","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14365564,0.000139105,0.332661,0.5213893,0.00017846549,0.0012726561,0.00002659454,0.00012052792,0.0005567005],"genre_scores_gemma":[0.85282356,0.00076082244,0.108124904,0.03763029,0.000106857275,0.00017909621,0.000014649694,0.000025818732,0.0003340323],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976403,0.00027000654,0.00038457682,0.0005295476,0.00030065034,0.0008748921],"domain_scores_gemma":[0.99817723,0.000052665273,0.00011256468,0.00010845951,0.000086560955,0.0014625414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024915838,0.0001586476,0.00030020485,0.00090082374,0.0011107645,0.00043809938,0.00026141296,0.000089901674,0.000009737828],"category_scores_gemma":[0.0018967935,0.00017757968,0.000027553224,0.0013051934,0.00010414069,0.00041585494,0.00019466656,0.00015193384,8.2658164e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017434508,0.00003179996,0.02806916,0.0007258817,0.000066161214,0.0000055138325,0.4837727,0.00026378134,0.000016711823,0.29155925,0.015424451,0.17989023],"study_design_scores_gemma":[0.001668558,0.00018906263,0.0069514234,0.00006837163,0.0000050344765,0.0000014687548,0.26058203,0.009872239,0.0000013788128,0.004400674,0.7157625,0.0004972819],"about_ca_topic_score_codex":0.00044703655,"about_ca_topic_score_gemma":0.0033713137,"teacher_disagreement_score":0.7091679,"about_ca_system_score_codex":0.0014590517,"about_ca_system_score_gemma":0.0037790288,"threshold_uncertainty_score":0.8543214},"labels":[],"label_agreement":null},{"id":"W3046303076","doi":"10.1017/s0032247420000285","title":"Re-establishing legitimacy after stigmatization: Greenpeace in the North American North","year":2020,"lang":"en","type":"article","venue":"Polar Record","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legitimacy; Political science; Geography; Law","score_opus":0.03412549211124334,"score_gpt":0.29463788079764086,"score_spread":0.26051238868639753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046303076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92587507,0.000051731462,0.0012783315,0.042967528,0.00015930041,0.0004321556,0.000010737181,0.00009728303,0.029127883],"genre_scores_gemma":[0.98959315,0.00048700097,0.0005532293,0.008668237,0.00037706053,0.000033340257,0.000014305277,0.00000913056,0.00026454654],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988045,0.00028853424,0.00016439644,0.00019058982,0.00032519706,0.00022675947],"domain_scores_gemma":[0.99959534,0.00005599482,0.0000776447,0.00014175598,0.00003207498,0.00009718918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028489338,0.000080894744,0.00010633084,0.000046685273,0.00022717625,0.0002342033,0.000337068,0.000014720437,0.00039779046],"category_scores_gemma":[0.00018254128,0.00006656757,0.000041016454,0.0009337632,0.00011733438,0.00040550777,0.000051638177,0.00015298529,0.0001554969],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014281607,0.000021108854,0.8413155,0.000006977037,0.0000042467323,0.00001102787,0.06145419,0.000025444628,2.4091804e-7,0.00026325524,0.013595195,0.08328853],"study_design_scores_gemma":[0.00005719317,0.000016201293,0.45435256,0.000003380387,0.0000037528762,4.3898652e-8,0.009278779,0.000086547196,5.385952e-8,0.000016003582,0.5361175,0.000068024194],"about_ca_topic_score_codex":0.01889823,"about_ca_topic_score_gemma":0.50296485,"teacher_disagreement_score":0.5225223,"about_ca_system_score_codex":0.000051982097,"about_ca_system_score_gemma":0.000039049628,"threshold_uncertainty_score":0.987635},"labels":[],"label_agreement":null},{"id":"W3046911382","doi":"10.1016/j.ajic.2020.07.029","title":"What makes people intend to take protective measures against influenza? Perceived risk, efficacy, or trust in authorities","year":2020,"lang":"en","type":"article","venue":"American Journal of Infection Control","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Medicine; Risk perception; Government (linguistics); Environmental health; Self-efficacy; Logistic regression; Public health; Perception; Hand washing; Social psychology; Psychology; Nursing; Hygiene","score_opus":0.03131554354266649,"score_gpt":0.32247862127179056,"score_spread":0.2911630777291241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046911382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775208,0.00004540608,0.010233073,0.010090622,0.0005874116,0.00074858393,0.0000041553035,0.000055716082,0.0007142291],"genre_scores_gemma":[0.99386615,0.001001291,0.00017664506,0.0043284004,0.0004970169,0.000039455368,2.6619787e-7,0.000014455331,0.00007633841],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99754333,0.0009624455,0.0005207385,0.000197436,0.00048859033,0.00028743],"domain_scores_gemma":[0.9984474,0.00020653065,0.00052682357,0.00008763481,0.00040641637,0.00032516354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011837616,0.0001568223,0.00046581964,0.00030353953,0.00030568044,0.00028181876,0.00017702761,0.000047629146,0.00018797707],"category_scores_gemma":[0.0021072368,0.00012807273,0.00017518546,0.00084601773,0.00024141882,0.00067517784,0.000023667953,0.0004252659,0.00003857069],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002968885,0.00024864523,0.06939162,0.000015422005,0.00025129362,0.000027138738,0.23191622,0.009370777,0.0006943174,0.00022008628,0.0015522721,0.68334335],"study_design_scores_gemma":[0.003071547,0.0022580628,0.6545746,0.00014846715,0.00008239246,0.0000051566694,0.23113845,0.0003694197,0.000017098651,0.000052810617,0.10797006,0.00031196896],"about_ca_topic_score_codex":0.005232079,"about_ca_topic_score_gemma":0.016065678,"teacher_disagreement_score":0.6830314,"about_ca_system_score_codex":0.0002931227,"about_ca_system_score_gemma":0.000213037,"threshold_uncertainty_score":0.89650255},"labels":[],"label_agreement":null},{"id":"W3048531995","doi":"10.1177/0002764220938112","title":"Considering Cumulative Social Effects of Technological Hazards and Disasters","year":2020,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociocultural evolution; Geography; Environmental planning; Environmental resource management; Political science; Sociology; Environmental science","score_opus":0.040788111698276175,"score_gpt":0.36363821216699466,"score_spread":0.3228501004687185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048531995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936069,0.000010637729,0.00045570827,0.0031739257,0.00007306587,0.00021514631,0.000004566386,0.00008729643,0.0023727533],"genre_scores_gemma":[0.99883306,0.000019464223,0.00070296944,0.00027063253,0.000026640413,0.000009328136,0.0000012740672,0.0000044153344,0.00013224271],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99904776,0.000097322896,0.00012224652,0.0002257989,0.00030065235,0.00020619894],"domain_scores_gemma":[0.99966437,0.000029853849,0.00009877372,0.000053140873,0.00002829267,0.00012558649],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00015086599,0.0000743686,0.00017116057,0.00004255188,0.0003436788,0.0000568668,0.00013373246,0.000028523942,0.000059893224],"category_scores_gemma":[0.00006592898,0.00006995455,0.0000454421,0.00048075052,0.0037703514,0.00010242547,0.00012442746,0.00007107097,0.000010501108],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003675508,0.00029242452,0.051394764,0.000045692297,0.0000237074,0.000055925375,0.08412308,0.000005165784,0.014312939,0.04432879,0.0040080175,0.8013727],"study_design_scores_gemma":[0.0019217555,0.0014304554,0.4848808,0.00006802011,0.00029237816,0.000002402646,0.20586462,0.0002785822,0.0021511936,0.0007612107,0.30115664,0.0011919496],"about_ca_topic_score_codex":0.001982525,"about_ca_topic_score_gemma":0.00032956977,"teacher_disagreement_score":0.8001808,"about_ca_system_score_codex":0.00003916543,"about_ca_system_score_gemma":0.000028261125,"threshold_uncertainty_score":0.9989408},"labels":[],"label_agreement":null},{"id":"W3080823131","doi":"10.3390/su12176851","title":"Drinking Water Consumption Patterns: An Exploration of Risk Perception and Governance in Two First Nations Communities","year":2020,"lang":"en","type":"article","venue":"Sustainability","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Bottled water; Perception; Risk perception; Consumption (sociology); Jurisdiction; Indigenous; Business; Environmental health; Socioeconomics; Geography; Psychology; Political science; Sociology; Engineering; Medicine; Environmental engineering; Ecology","score_opus":0.04954085192256234,"score_gpt":0.3446539555407779,"score_spread":0.2951131036182155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080823131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925711,0.000008741749,0.0024702658,0.0042043957,0.000032934367,0.00038195943,0.000006859545,0.00003889095,0.000284861],"genre_scores_gemma":[0.9986592,0.0010717383,0.00008682385,0.00006858794,0.000037049354,0.000033824355,0.000021839474,0.0000038655476,0.000017056882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892175,0.00045165452,0.00018614467,0.00012948684,0.00017525406,0.00013568839],"domain_scores_gemma":[0.999507,0.00007675897,0.00006384725,0.000120707125,0.00018352951,0.000048175552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072410883,0.000059678812,0.00009160567,0.000044818917,0.0004498179,0.000051110823,0.000092617556,0.000029044837,0.00032312243],"category_scores_gemma":[0.00026620826,0.000056411787,0.000020873931,0.000088209985,0.00021593084,0.0011079628,0.000059221275,0.00009318589,0.000004324384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018837838,0.000054843582,0.61335754,0.0001025826,0.000001881822,3.0887685e-7,0.364234,0.00048813262,0.0000075855905,0.0149273565,0.000005265463,0.0068016527],"study_design_scores_gemma":[0.0003111783,0.00003282174,0.7233043,0.000015210687,0.0000074332206,2.8312995e-8,0.26509935,0.0010188364,0.000008996015,0.008083236,0.002033643,0.0000850002],"about_ca_topic_score_codex":0.026289526,"about_ca_topic_score_gemma":0.30678672,"teacher_disagreement_score":0.2804972,"about_ca_system_score_codex":0.00033991225,"about_ca_system_score_gemma":0.000032287266,"threshold_uncertainty_score":0.9801945},"labels":[],"label_agreement":null},{"id":"W3082355202","doi":"10.1016/j.erss.2020.101761","title":"A nuclear real-world experiment: Exploring the experimental mindsets of radioactive waste management organisations in France, Belgium and Canada","year":2020,"lang":"en","type":"article","venue":"Energy Research & Social Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Université de Liège","keywords":"Mindset; Citizen journalism; Control (management); Process (computing); Public relations; Business; Sociology; Political science; Economics; Management; Epistemology; Law; Computer science","score_opus":0.08177376092108464,"score_gpt":0.3698456031495797,"score_spread":0.2880718422284951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082355202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83089453,0.00006423861,0.000013915495,0.009071854,0.00018176771,0.00034233544,0.0000032141209,0.000020440793,0.15940768],"genre_scores_gemma":[0.9976114,0.0003715021,0.000073056166,0.0002692364,0.00016231756,0.00008821626,6.1211813e-7,0.0000081382095,0.0014155051],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9971075,0.0003155919,0.00018131107,0.00034472966,0.0015370646,0.0005138008],"domain_scores_gemma":[0.99946165,0.00006914908,0.000050559167,0.00012011117,0.00008950167,0.00020904935],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011969411,0.000084650615,0.00012475753,0.00016320347,0.0019104163,0.00012370966,0.00061157846,0.000019068766,0.00019465202],"category_scores_gemma":[0.000056925746,0.00007505383,0.000024027264,0.0019407163,0.001713394,0.0003720503,0.00038844784,0.0001524454,0.00000262651],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003504072,0.00012886169,0.001145353,0.000013336446,0.000024087434,0.0000202843,0.3713512,0.000037454938,0.012530272,0.5964377,0.0070916596,0.011184743],"study_design_scores_gemma":[0.0005305865,0.00007620371,0.019978553,0.000025460462,0.000005329004,1.1957482e-7,0.69765157,0.0002131366,0.008732066,0.00027050814,0.27227497,0.00024151396],"about_ca_topic_score_codex":0.66938907,"about_ca_topic_score_gemma":0.4054822,"teacher_disagreement_score":0.5961672,"about_ca_system_score_codex":0.0006640782,"about_ca_system_score_gemma":0.00044948154,"threshold_uncertainty_score":0.99938893},"labels":[],"label_agreement":null},{"id":"W3084292079","doi":"10.4000/communication.13006","title":"La publicisation des liens entre l’antibiorésistance et l’alimentation dans la presse nationale étatsunienne","year":2020,"lang":"fr","type":"article","venue":"Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.07204267910661104,"score_gpt":0.3474920040596976,"score_spread":0.27544932495308655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084292079","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32504004,0.0070774164,0.020427845,0.19832127,0.0003437847,0.0010824661,0.00008819525,0.00033672928,0.44728225],"genre_scores_gemma":[0.96545106,0.022393277,0.0043438636,0.0013849563,0.00007732224,0.000042994554,0.0003823523,0.000019294446,0.0059048748],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99673563,0.0020892324,0.0003231591,0.0002541658,0.00038131964,0.0002165088],"domain_scores_gemma":[0.99865675,0.00036244967,0.00024786117,0.0003747804,0.00021073375,0.00014742799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012091856,0.00014406176,0.0001286618,0.00006212357,0.00062550546,0.00031195633,0.00053061306,0.00014672073,0.0008234108],"category_scores_gemma":[0.00021880076,0.00017438523,0.00007402834,0.00060730753,0.00085461885,0.0012144387,0.00017603576,0.00023300851,0.00025622116],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020950572,0.00031619772,0.0015558535,0.00008627647,0.000044069817,0.0000012404648,0.27709478,0.0005674775,0.000988044,0.6475381,0.024553489,0.047233496],"study_design_scores_gemma":[0.00052784424,0.000042390813,0.03121843,0.00011743161,0.00007970511,0.0000015110262,0.06455071,0.004261121,0.00016179538,0.01145402,0.8873388,0.00024621902],"about_ca_topic_score_codex":0.00051284203,"about_ca_topic_score_gemma":0.0022580822,"teacher_disagreement_score":0.86278534,"about_ca_system_score_codex":0.00029011758,"about_ca_system_score_gemma":0.00010672765,"threshold_uncertainty_score":0.9015771},"labels":[],"label_agreement":null},{"id":"W3090773440","doi":"10.7202/1069048ar","title":"SÛRETÉ NUCLÉAIRE ET ORDRE JURIDIQUE RÉGULATOIRE : QUELQUES OBSERVATIONS SUR LES CONVENTIONS DU 17 JUIN 1994 ET 5 SEPTEMBRE 1997","year":2020,"lang":"fr","type":"article","venue":"Revue québécoise de droit international","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.0470232759757639,"score_gpt":0.2930513500825407,"score_spread":0.2460280741067768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090773440","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17574461,0.0012354272,0.007889297,0.60195166,0.0027112868,0.00088810036,0.0011335172,0.0005015419,0.20794457],"genre_scores_gemma":[0.8751577,0.0072489125,0.001573575,0.027532656,0.0017986576,0.00014598106,0.0009848761,0.00008077585,0.08547686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714047,0.00048474502,0.0007046277,0.0006199572,0.00059956714,0.0004506449],"domain_scores_gemma":[0.99839526,0.0001933222,0.00036634627,0.00027792828,0.00037597187,0.0003911433],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068301434,0.00033578317,0.00036894626,0.00014283057,0.00050476426,0.00034601538,0.00079268723,0.00029753605,0.005404387],"category_scores_gemma":[0.00039240724,0.00043813162,0.00046934726,0.00049637497,0.00035346378,0.00097448844,0.00018061038,0.00052935974,0.0004425191],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023238843,0.00029398903,0.0040600537,0.00012638274,0.0001953037,0.000053821626,0.016482035,0.0009500568,0.000097413424,0.8222071,0.15091658,0.004594057],"study_design_scores_gemma":[0.0004791605,0.00006375185,0.018585855,0.00040309643,0.000100304525,0.000018080802,0.0028223882,0.007647709,0.000009731005,0.009233027,0.96021056,0.00042635197],"about_ca_topic_score_codex":0.021591868,"about_ca_topic_score_gemma":0.1096375,"teacher_disagreement_score":0.81297404,"about_ca_system_score_codex":0.0008050285,"about_ca_system_score_gemma":0.00096311275,"threshold_uncertainty_score":0.99980706},"labels":[],"label_agreement":null},{"id":"W3092442805","doi":"10.1029/2020ef001526","title":"Numerically Bounded Linguistic Probability Schemes Are Unlikely to Communicate Uncertainty Effectively","year":2020,"lang":"en","type":"article","venue":"Earth s Future","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Probabilistic logic; Bounded function; Interpretation (philosophy); Attribution; Scheme (mathematics); Event (particle physics); Key (lock); Computer science; Linguistics; Epistemology; Mathematical economics; Theoretical computer science; Psychology; Mathematics; Artificial intelligence; Social psychology; Philosophy; Computer security; Physics; Astrophysics","score_opus":0.03828302460116933,"score_gpt":0.3112089869765868,"score_spread":0.27292596237541744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092442805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71216196,0.0002779217,0.0024332963,0.20954087,0.001400548,0.0029613548,0.00003704818,0.0010136629,0.07017335],"genre_scores_gemma":[0.9847383,0.000076172786,0.004322125,0.009056365,0.0010904366,0.00004189859,0.000008279803,0.000012644787,0.00065381144],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840593,0.00041107784,0.00017504102,0.0003258539,0.0003588203,0.00032328826],"domain_scores_gemma":[0.99905616,0.000064019725,0.00008000349,0.0002939711,0.00015613438,0.00034968343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045131956,0.0001388992,0.00021402945,0.00002778199,0.000576351,0.0001379373,0.0004407028,0.00008750029,0.00048255984],"category_scores_gemma":[0.00075627107,0.0001260293,0.00009478214,0.0004696652,0.00017258096,0.00006675744,0.00015443203,0.00026216928,0.0004773526],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000978335,0.0010837064,0.06455162,0.00060239166,0.00039742544,0.00006159027,0.40879992,0.0016107357,0.0013152257,0.2194344,0.12480543,0.17635922],"study_design_scores_gemma":[0.00020352029,0.000086608205,0.042298697,0.000016925378,0.000012358457,5.4446474e-8,0.003087406,0.00010558568,0.0000116170595,0.001007139,0.9530024,0.0001677139],"about_ca_topic_score_codex":0.000407681,"about_ca_topic_score_gemma":0.002251202,"teacher_disagreement_score":0.82819694,"about_ca_system_score_codex":0.00006544422,"about_ca_system_score_gemma":0.00009469445,"threshold_uncertainty_score":0.6135561},"labels":[],"label_agreement":null},{"id":"W3096969491","doi":"10.1016/j.scitotenv.2020.142952","title":"Examining influential drivers of private well users' perceptions in Ontario: A cross-sectional population study","year":2020,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kingston Health Sciences Centre; Public Health Ontario; McMaster University; University of Saskatchewan; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Respondent; Risk perception; Environmental health; Cross-sectional study; Population; Perception; Stewardship (theology); Quality (philosophy); Psychology; Medicine; Business; Geography","score_opus":0.037685274814242914,"score_gpt":0.28484593486526893,"score_spread":0.24716066005102602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096969491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972316,8.916114e-7,0.000020823054,0.00042966442,0.0001443576,0.0004731509,0.0000011925899,0.000007197912,0.0016910932],"genre_scores_gemma":[0.9990817,0.000005036052,0.000072434705,0.000025217449,0.000020052068,0.000008216297,4.4374173e-7,0.0000027325232,0.0007841713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842227,0.00012539745,0.00023985068,0.00020324522,0.00084630586,0.00016290683],"domain_scores_gemma":[0.99958795,0.0000170051,0.00013587627,0.00019709644,0.0000098126275,0.000052273794],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010019295,0.00006276124,0.000084457264,0.000047517544,0.0004963672,0.000039686278,0.0005176684,0.000021147525,0.0009907793],"category_scores_gemma":[0.000041485106,0.000044427994,0.00004970397,0.00027800899,0.0011070366,0.000246711,0.00032106336,0.00011263585,0.000029105953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020586991,0.000153942,0.77272296,0.000002022305,0.000007834549,1.8428219e-7,0.0721577,0.14750879,0.006524721,0.0007681757,0.000009098808,0.00012396595],"study_design_scores_gemma":[0.00022143629,0.000068760666,0.98812383,0.0000035496362,0.000008904963,9.474489e-8,0.010937591,0.0003651598,0.000047446083,0.00008319813,0.00009176933,0.000048284062],"about_ca_topic_score_codex":0.03597962,"about_ca_topic_score_gemma":0.005200663,"teacher_disagreement_score":0.21540083,"about_ca_system_score_codex":0.00035085736,"about_ca_system_score_gemma":0.000058878784,"threshold_uncertainty_score":0.99992245},"labels":[],"label_agreement":null},{"id":"W3107984592","doi":"10.1111/cag.12661","title":"Cancer risk communication in the news coverage of suspected cancer clusters in Ontario: Contrasting media messaging on cancer by geography","year":2020,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University; Occupational Cancer Research Centre; Cancer Care Ontario","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Variety (cybernetics); Newspaper; Health communication; Citizen journalism; Cancer; Risk communication; Information Dissemination; Health Information National Trends Survey; Health literacy; News media; Geography; Environmental health; Public relations; Medicine; Health information; Business; Political science; Computer science; Advertising; Health care; World Wide Web","score_opus":0.015471200223857125,"score_gpt":0.24292451472552642,"score_spread":0.2274533145016693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107984592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96595526,0.0043071257,0.0000018175424,0.018283533,0.0003451312,0.0009325876,0.00040873405,0.000049127775,0.009716704],"genre_scores_gemma":[0.93110394,0.063922755,0.000015396261,0.0043339175,0.00006504881,0.00041212232,0.000061625455,0.000028209342,0.000057005505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996679,0.0006243067,0.0005900849,0.00053502264,0.00048626168,0.0010853021],"domain_scores_gemma":[0.9981249,0.00037799292,0.00032991436,0.0004012921,0.00014176371,0.0006241507],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00068421377,0.00034729217,0.0004757736,0.00200068,0.0007967283,0.00014953568,0.0009704976,0.00016953265,0.0005623062],"category_scores_gemma":[0.00016969771,0.0003293575,0.00021687764,0.005390889,0.0013298568,0.00024894046,0.000045220782,0.00068468787,0.0000011803594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004308688,0.00002821258,0.91327494,0.000021671838,0.000099809884,0.000012741098,0.061642323,0.0006014917,0.000005144339,0.001773051,0.011777638,0.010719895],"study_design_scores_gemma":[0.0007792876,0.00004104089,0.7728052,0.00020159672,0.00007646434,1.9977605e-7,0.07871264,0.00004531439,0.0000018444559,0.0002749669,0.14664659,0.0004148117],"about_ca_topic_score_codex":0.99951565,"about_ca_topic_score_gemma":0.9999968,"teacher_disagreement_score":0.1404697,"about_ca_system_score_codex":0.00056668627,"about_ca_system_score_gemma":0.0006102299,"threshold_uncertainty_score":0.99991584},"labels":[],"label_agreement":null},{"id":"W3112241152","doi":"10.3138/topia-011","title":"Rethinking Risk Communication: Lessons From a Pandemic","year":2020,"lang":"en","type":"article","venue":"TOPIA Canadian Journal of Cultural Studies","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Public relations; Pandemic; Risk communication; Risk management; Field (mathematics); Coronavirus disease 2019 (COVID-19); Politics; Power (physics); Identity (music); Perception; Political science; Risk perception; Sociology; Psychology; Business; Risk analysis (engineering); Medicine; Law","score_opus":0.2080186909856634,"score_gpt":0.3889500489846657,"score_spread":0.18093135799900228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112241152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76451665,0.014427463,0.00006604633,0.20172875,0.00050584506,0.00014218353,0.000017948565,0.00003289519,0.018562237],"genre_scores_gemma":[0.9816265,0.014995828,0.0006059351,0.0017164344,0.00041731785,0.0000012291516,0.0000012791679,0.000002953246,0.00063249725],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991605,0.00022245759,0.00021083099,0.00006875109,0.00018057406,0.0001568444],"domain_scores_gemma":[0.9991341,0.00006974316,0.00019152077,0.000063521285,0.00022862144,0.00031245654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036059212,0.00006372314,0.00016781608,0.000027716253,0.0009509756,0.00009323092,0.00030562142,0.000036093,0.0003137975],"category_scores_gemma":[0.0005194873,0.000048425478,0.000077092474,0.00012523805,0.00024558272,0.00020847375,0.000025606376,0.00022863476,0.000026081792],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007536709,0.0000032005653,0.030737404,0.0000041425237,0.00023245897,0.00001773382,0.8632869,0.000037712693,0.000010957259,0.017261432,0.06867377,0.01972677],"study_design_scores_gemma":[0.00020210224,0.000024811705,0.023951465,0.000047873153,0.00006398491,9.967885e-7,0.15900391,0.0000043375603,0.000001991555,0.0071560433,0.809449,0.00009345963],"about_ca_topic_score_codex":0.0918505,"about_ca_topic_score_gemma":0.6054439,"teacher_disagreement_score":0.7407752,"about_ca_system_score_codex":0.00018929988,"about_ca_system_score_gemma":0.0002050984,"threshold_uncertainty_score":0.91419697},"labels":[],"label_agreement":null},{"id":"W3115646352","doi":"10.1063/pt.3.4653","title":"Canada’s nuclear future brightens","year":2021,"lang":"en","type":"article","venue":"Physics Today","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear weapon; Political science; Law","score_opus":0.013160199574844563,"score_gpt":0.25862187979178625,"score_spread":0.24546168021694167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115646352","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026603049,0.00008001864,0.00020203873,0.06722269,0.0019494399,0.000120921424,0.0000144675805,0.00010484688,0.90370256],"genre_scores_gemma":[0.95726186,0.00036652925,0.0002701632,0.0062727663,0.0023087538,0.0000024244305,0.000010518532,0.000011473099,0.033495516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993603,0.000053917083,0.00005335054,0.00011915961,0.00025245378,0.00016081153],"domain_scores_gemma":[0.9997084,0.000008370151,0.00001925858,0.00012439309,0.00006378993,0.00007577714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000063688945,0.00004576679,0.00006147798,0.0000046177743,0.00032023242,0.000050949264,0.000095853466,0.000021397056,0.0014163115],"category_scores_gemma":[0.000008179977,0.00004597734,0.000034114088,0.00011993117,0.000033810815,0.000072090574,0.00003207844,0.000059507223,0.00013599407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.702873e-7,0.000026154567,0.00006509663,0.0000027595772,0.000010392814,0.0000144587475,0.004581071,0.0000071634927,0.00010568804,0.48600322,0.48717156,0.022011667],"study_design_scores_gemma":[0.000050393926,0.0000015500397,0.0017603372,0.0000021587907,0.0000054462434,1.061299e-7,0.004055045,0.000012010164,0.000033459986,0.00272636,0.99128526,0.00006788135],"about_ca_topic_score_codex":0.49296448,"about_ca_topic_score_gemma":0.8602245,"teacher_disagreement_score":0.9306588,"about_ca_system_score_codex":0.00011249157,"about_ca_system_score_gemma":0.00054210593,"threshold_uncertainty_score":0.9994965},"labels":[],"label_agreement":null},{"id":"W3119530334","doi":"10.1002/eet.1923","title":"Evaluating deliberative participation from a social learning perspective: A case study of the 2012 National Energy Deliberative Polling in <scp>post‐Fukushima</scp> Japan","year":2021,"lang":"en","type":"article","venue":"Environmental Policy and Governance","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deliberation; Social learning; Citizen journalism; Context (archaeology); Dialogic; Public relations; Corporate governance; Public participation; Political science; Government (linguistics); Collaborative governance; Nuclear power; Sociology; Public administration; Economics; Pedagogy; Management","score_opus":0.04180074427812647,"score_gpt":0.3736786959888564,"score_spread":0.3318779517107299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119530334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958353,0.00023100551,0.000055092394,0.00090587634,0.000041202435,0.00016977642,0.00003141533,0.0000069683792,0.0027233413],"genre_scores_gemma":[0.9966509,0.00020232965,0.00007034815,0.0004033463,0.00021714899,0.000037434627,0.000004895705,0.000007723117,0.0024058984],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99817806,0.00066593493,0.00020594228,0.00025457583,0.000510148,0.00018532165],"domain_scores_gemma":[0.99945915,0.00021384265,0.00019314821,0.000058972382,0.00003328539,0.000041625055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030128998,0.00010103103,0.00012420103,0.00002522459,0.00072122214,0.00004523938,0.000070621965,0.000047060894,0.00007134309],"category_scores_gemma":[0.00043902552,0.0000953809,0.000042568627,0.0001902488,0.00018304831,0.0002754854,0.00011279553,0.00013927756,0.0000026645807],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001772123,0.0008394904,0.018467735,0.0000032351948,0.00008417401,0.00003203961,0.90575945,0.003950837,0.0048474064,0.051495537,0.00014212537,0.0143602565],"study_design_scores_gemma":[0.0010303697,0.00009914534,0.350041,0.000014979299,0.000028261824,0.000003892203,0.64371157,0.0013169722,0.0003102291,0.0017163565,0.0016385871,0.000088609246],"about_ca_topic_score_codex":0.03373961,"about_ca_topic_score_gemma":0.0522008,"teacher_disagreement_score":0.33157328,"about_ca_system_score_codex":0.00048527902,"about_ca_system_score_gemma":0.00011075423,"threshold_uncertainty_score":0.9726948},"labels":[],"label_agreement":null},{"id":"W3123175809","doi":"10.4337/jhre.2013.01.04","title":"Security of the person, peace of mind: a precautionary approach to environmental uncertainty","year":2013,"lang":"en","type":"article","venue":"Journal of Human Rights and the Environment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Scope (computer science); Precautionary principle; Human rights; Environmental security; Political science; Environmental ethics; Environmental law; Human health; Law and economics; Human security; Uncertainty; Business; Law; Sociology; Environmental health; Ecology; Computer science","score_opus":0.01272905277997012,"score_gpt":0.22878826798383092,"score_spread":0.2160592152038608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123175809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99051654,0.00016010767,0.000061026094,0.0013759632,0.000056050914,0.00042482308,0.0000032654527,9.780515e-7,0.007401263],"genre_scores_gemma":[0.9969671,0.000112533715,0.000119382974,0.000057790883,0.000064265,0.000006927228,4.8081813e-7,0.0000029177188,0.0026686217],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883085,0.00024530603,0.00026230922,0.00008747349,0.00046648932,0.000107574975],"domain_scores_gemma":[0.99945873,0.000029815486,0.000290499,0.00014147574,0.0000075822973,0.000071920156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067037623,0.00007420023,0.00016248456,0.000033081054,0.00038804856,0.000016287942,0.0002552744,0.00003113716,0.0008241716],"category_scores_gemma":[0.0000035338467,0.000034426528,0.00012529615,0.000026148005,0.0007213131,0.00008670606,0.00007382321,0.000103898674,0.000007706335],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034460516,0.004265476,0.0068698395,0.00009213016,0.00078429043,0.0000036173296,0.7362537,0.004842482,0.008355779,0.19245952,0.036577698,0.009150907],"study_design_scores_gemma":[0.0057781497,0.00083683804,0.3736033,0.00014066846,0.00046532322,0.000019394394,0.09547702,0.0006590177,0.0010326286,0.06286996,0.45855826,0.0005594326],"about_ca_topic_score_codex":0.0006060753,"about_ca_topic_score_gemma":0.000042639716,"teacher_disagreement_score":0.64077663,"about_ca_system_score_codex":0.00008295528,"about_ca_system_score_gemma":0.000008106799,"threshold_uncertainty_score":0.9024101},"labels":[],"label_agreement":null},{"id":"W3124827218","doi":"","title":"Estimates Of Own Lethal Risks And Anchoring Effects","year":2003,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Anchoring; Variance (accounting); Quality (philosophy); Actuarial science; Econometrics; Statistics; Psychology; Economics; Mathematics; Social psychology; Physics; Accounting","score_opus":0.07506792728430227,"score_gpt":0.40324014187505464,"score_spread":0.32817221459075235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124827218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6893923,0.00020385486,0.000011255756,0.0002750222,0.00042290313,0.00076822785,0.0000060632183,0.000027631982,0.3088927],"genre_scores_gemma":[0.9610361,0.035211515,0.0017060164,0.00002976605,0.00015570007,0.0001181797,0.000005721688,0.000023436198,0.0017135682],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979947,0.00042840524,0.00031773956,0.0005016917,0.00025549514,0.0005019752],"domain_scores_gemma":[0.998778,0.00050051097,0.00012492474,0.00037686832,0.00006277708,0.00015692541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028715173,0.00015436995,0.00035385648,0.00030105354,0.00022905815,0.00012539282,0.00034105597,0.00027036003,0.000109637665],"category_scores_gemma":[0.00078586745,0.0001700145,0.000078915626,0.00009243823,0.00063404086,0.000080927035,0.00053400965,0.0006965076,0.000005927245],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036226018,0.00016241767,0.04823496,0.000709244,0.000106733896,0.00002659349,0.009711085,0.0021968328,0.00018382857,0.008670935,0.0003174701,0.9296437],"study_design_scores_gemma":[0.0036860215,0.0005285198,0.40815148,0.0024018544,0.00011667432,0.0000056828953,0.03138152,0.007264982,0.0011748458,0.06264415,0.47998747,0.0026568123],"about_ca_topic_score_codex":0.0016834649,"about_ca_topic_score_gemma":0.0012733681,"teacher_disagreement_score":0.9269869,"about_ca_system_score_codex":0.00043395144,"about_ca_system_score_gemma":0.0002441844,"threshold_uncertainty_score":0.693299},"labels":[],"label_agreement":null},{"id":"W3125852902","doi":"","title":"Eliciting Beliefs by Paying in Chance","year":2013,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Economics; Psychology; Positive economics; Social psychology","score_opus":0.05043956768108538,"score_gpt":0.3752427645423665,"score_spread":0.3248031968612811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125852902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57709706,0.00014011833,0.0000046400237,0.0027119531,0.00035827697,0.0009962927,0.000010337291,0.00004986769,0.41863143],"genre_scores_gemma":[0.9159337,0.06786621,0.00039997412,0.0004358826,0.00041035,0.00062514126,0.00003287344,0.000044573844,0.014251239],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697125,0.00052924955,0.00050777796,0.0007349786,0.00031387084,0.0009428894],"domain_scores_gemma":[0.998878,0.00024935618,0.00014568439,0.0004780709,0.000070458394,0.00017843567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037934526,0.00018991114,0.0003409571,0.00043442016,0.0003247577,0.0003048662,0.00077610504,0.00035591942,0.00055361737],"category_scores_gemma":[0.0004647717,0.00022546233,0.00008899149,0.00017952907,0.0003491888,0.00016682269,0.00092907355,0.0013218437,0.00009297035],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010034883,0.00011513411,0.005692236,0.00008863002,0.00002038759,0.000009275601,0.015654901,0.0016511725,0.000115059804,0.0036428,0.0018342319,0.97116613],"study_design_scores_gemma":[0.00083571573,0.000047361074,0.011100127,0.0006007665,0.000004332524,4.5174346e-7,0.041428845,0.006447766,0.00003955299,0.0146182105,0.92386144,0.0010154428],"about_ca_topic_score_codex":0.009419732,"about_ca_topic_score_gemma":0.012742859,"teacher_disagreement_score":0.9701507,"about_ca_system_score_codex":0.0016454417,"about_ca_system_score_gemma":0.00030955122,"threshold_uncertainty_score":0.99717665},"labels":[],"label_agreement":null},{"id":"W3125980084","doi":"","title":"Climate Change Litigation and Narrative: How to Use Litigation to Tell Compelling Climate Stories","year":2018,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Law Foundation of British Columbia","keywords":"Climate change; Political science; Plaintiff; Cognitive reframing; Framing (construction); Public relations; Law; Social psychology; Psychology; Geography","score_opus":0.09051318641873746,"score_gpt":0.3612344994365969,"score_spread":0.27072131301785946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125980084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96145195,0.000007673473,0.0029203088,0.021054473,0.00046492481,0.0008249262,0.000009349207,0.00017432666,0.013092052],"genre_scores_gemma":[0.98883736,0.00045842747,0.005052958,0.0024549523,0.0005475927,0.000047974678,0.000008788131,0.0000089516725,0.0025830024],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989737,0.00011306372,0.00011799327,0.00024123956,0.0002448078,0.00030916478],"domain_scores_gemma":[0.9994282,0.000040461775,0.000044502962,0.00010843728,0.00017712034,0.00020124057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056484336,0.000091523885,0.00009944862,0.00009591511,0.00091520284,0.00045028477,0.00007943522,0.000046463694,0.00025415138],"category_scores_gemma":[0.00008757782,0.000087387656,0.000019131458,0.0002734112,0.00014179706,0.0007322707,0.00007687192,0.000036657682,0.00023712122],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040414572,0.000036186608,0.012432537,0.000031839405,0.000008350868,9.065723e-7,0.7456291,0.0000042673755,0.0010676765,0.18920428,0.007514484,0.044029962],"study_design_scores_gemma":[0.00027109552,0.0003250094,0.10672231,0.00011377594,0.000017372635,2.5393553e-7,0.19072694,0.00034734118,0.0007721256,0.00069274707,0.6995905,0.00042051842],"about_ca_topic_score_codex":0.0013633459,"about_ca_topic_score_gemma":0.013263543,"teacher_disagreement_score":0.692076,"about_ca_system_score_codex":0.00007532069,"about_ca_system_score_gemma":0.000009244549,"threshold_uncertainty_score":0.74013686},"labels":[],"label_agreement":null},{"id":"W3133610155","doi":"10.3390/su13063004","title":"Living with Legacy Risk—The Limits of Practicalities?","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Hydro (Canada)","funders":"","keywords":"Risk analysis (engineering); Set (abstract data type); Legacy system; Hazard; Business; Computer science; Law and economics; Actuarial science; Economics; Software","score_opus":0.023032181931209435,"score_gpt":0.3482577967534587,"score_spread":0.32522561482224926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133610155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8991678,0.00006437127,0.0014962928,0.02382109,0.00010572573,0.00041359558,0.0000017691012,0.000057001136,0.0748724],"genre_scores_gemma":[0.9921088,0.00009815801,0.00023221003,0.00014981671,0.00005898687,0.000017001723,4.7166463e-7,0.0000038871603,0.0073306262],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99829215,0.0008617376,0.0001397311,0.00017119893,0.00031681173,0.0002183619],"domain_scores_gemma":[0.9981193,0.0005359679,0.00009091023,0.0003218364,0.00087359734,0.0000583963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018793568,0.000054896736,0.00009567466,0.000017322382,0.00043505663,0.00009169542,0.00013117256,0.000033960256,0.00063370605],"category_scores_gemma":[0.006057253,0.000038346894,0.00004929564,0.00031282174,0.00051429035,0.0002748613,0.00006487422,0.00012652733,0.000005528086],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033231983,0.0004908463,0.21112585,0.00018477149,0.00005516836,0.000015983383,0.109755106,0.00009697056,0.0000055887126,0.6311991,0.0024236399,0.04461371],"study_design_scores_gemma":[0.00009308221,0.000038862196,0.2957168,0.00001069947,0.000034517205,4.9833034e-7,0.3887319,0.000012880398,0.000017336173,0.013002064,0.302257,0.00008438568],"about_ca_topic_score_codex":0.0045854584,"about_ca_topic_score_gemma":0.0050053196,"teacher_disagreement_score":0.6181971,"about_ca_system_score_codex":0.00030184918,"about_ca_system_score_gemma":0.00087864307,"threshold_uncertainty_score":0.72515357},"labels":[],"label_agreement":null},{"id":"W3137019753","doi":"","title":"An empirical analysis of knowledge, trust, emotions, and worldviews as predictors of attitudes and risk perceptions towards the nuclear sector in Saskatchewan","year":2014,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Risk perception; Social psychology; Psychology; Empirical research; Epistemology","score_opus":0.026876487994734813,"score_gpt":0.34636447467715253,"score_spread":0.31948798668241774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137019753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98186463,0.00004483025,0.00025264046,0.00044666286,0.000037768834,0.00017899199,0.000007972294,0.000025518082,0.01714097],"genre_scores_gemma":[0.99676394,0.0014142958,0.00043409973,0.00007222497,0.000044849807,0.000005554735,0.0000030457522,0.000005061794,0.0012569282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986404,0.00059405377,0.00025787676,0.00019341004,0.00018881266,0.00012545777],"domain_scores_gemma":[0.9994881,0.000075438125,0.00008403886,0.00019987942,0.000054893084,0.00009763332],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012141156,0.00007955667,0.00024226794,0.00026894917,0.00022831884,0.00003868751,0.00014976333,0.00005799967,0.0015358704],"category_scores_gemma":[0.000093009665,0.000054789693,0.00007909982,0.0008237009,0.00048416934,0.00012032977,0.00005299603,0.00008349449,0.000005778104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006874958,0.00022391482,0.86098754,0.000012379655,0.00013216851,4.709789e-8,0.10636523,0.00004634098,0.000037866546,0.0019107766,0.0008069178,0.029469954],"study_design_scores_gemma":[0.00012438478,0.00006255651,0.93040144,0.000006500503,0.00024232421,4.9280207e-8,0.05343577,0.0018440447,7.4146294e-7,0.00011400566,0.013708688,0.00005947686],"about_ca_topic_score_codex":0.013467651,"about_ca_topic_score_gemma":0.21882999,"teacher_disagreement_score":0.20536233,"about_ca_system_score_codex":0.000030514584,"about_ca_system_score_gemma":0.00004087723,"threshold_uncertainty_score":0.99937683},"labels":[],"label_agreement":null},{"id":"W3139572675","doi":"10.5771/9783748924067","title":"Rechtliche Rahmenbedingungen für die Suche nach einem Endlager für hochradioaktiven Abfall (HAW)","year":2021,"lang":"en","type":"book","venue":"Nomos Verlagsgesellschaft mbH & Co. KG eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Constitution; Nuclear power; German; Political science; Law; Engineering; Geography; Physics; Nuclear physics; Archaeology","score_opus":0.039806589950266244,"score_gpt":0.3684272749887305,"score_spread":0.32862068503846426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139572675","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007605266,0.0031520454,0.0001630566,0.0010854919,0.002412041,0.0024556061,0.00017812503,0.0008404705,0.98895264],"genre_scores_gemma":[0.0054801577,0.0087049175,0.00067980523,0.0018294541,0.004528587,0.00033361156,0.00051994657,0.00034189672,0.9775816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905267,0.0010793424,0.0013606661,0.0022712718,0.0027487958,0.0020132745],"domain_scores_gemma":[0.9949433,0.00056087086,0.00084819685,0.0018622526,0.0007580096,0.0010273523],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0028799612,0.0014644405,0.0017830173,0.000632864,0.0015165214,0.0007772486,0.002288846,0.0020169276,0.008190358],"category_scores_gemma":[0.00033438785,0.0015867221,0.0011558662,0.00026440513,0.0009556077,0.00032477715,0.0006889573,0.0022039856,0.0039411215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016786133,0.0003511402,0.0001050119,0.00049822044,0.0014412428,0.0009947392,0.048396148,0.000010956644,0.0010193151,0.04992009,0.8460148,0.051080476],"study_design_scores_gemma":[0.0011087852,0.00015778492,0.00012623752,0.0004502559,0.00048969954,0.000010074002,0.0033640813,0.000021375412,0.00019174894,0.001984929,0.9903835,0.0017115228],"about_ca_topic_score_codex":0.0014595508,"about_ca_topic_score_gemma":0.0044043837,"teacher_disagreement_score":0.14436871,"about_ca_system_score_codex":0.0024343925,"about_ca_system_score_gemma":0.0026220093,"threshold_uncertainty_score":0.9998105},"labels":[],"label_agreement":null},{"id":"W3142176670","doi":"10.3390/jrfm14040143","title":"The United States and China Financial Communication and the Notion of Risk","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Geopolitics; Government (linguistics); Perception; Risk society; Financial risk; Subject (documents); Political science; Business; Economy; Finance; Economics; Sociology; Law; Social science; Politics; Psychology","score_opus":0.007802373177555707,"score_gpt":0.25342205429711095,"score_spread":0.24561968111955526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142176670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819687,0.004173524,0.0071625267,0.004257359,0.00026909632,0.00025636348,0.000009787193,0.0000068395143,0.0018958239],"genre_scores_gemma":[0.6513371,0.34788457,0.0004411982,0.000105072395,0.00006935701,0.0000026698265,0.0000019829945,0.0000026625928,0.00015541488],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987093,0.0005271592,0.00031178285,0.00008357526,0.00025049257,0.000117673735],"domain_scores_gemma":[0.99903375,0.0002433029,0.0004076368,0.00013446137,0.00013577165,0.000045071618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002407693,0.000071911054,0.00015576935,0.0000799112,0.0010786243,0.00012126856,0.00014294776,0.00003734949,0.000007434614],"category_scores_gemma":[0.00047280986,0.00004401666,0.000051688825,0.0002532548,0.0005134595,0.00011497305,0.00014592291,0.00018711858,5.0238503e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028468444,0.0000677148,0.0048591117,0.000025029774,0.000034565226,0.000005852007,0.033794362,0.00010048755,0.0000012530712,0.24715796,0.0023684117,0.71130055],"study_design_scores_gemma":[0.0014050261,0.00004362144,0.5332652,0.000047991467,0.00015906722,0.0000019056308,0.013168363,0.0001734207,0.0000027476237,0.04278876,0.4088745,0.000069386515],"about_ca_topic_score_codex":0.0017085022,"about_ca_topic_score_gemma":0.0027521048,"teacher_disagreement_score":0.7112312,"about_ca_system_score_codex":0.000021494452,"about_ca_system_score_gemma":0.000028603245,"threshold_uncertainty_score":0.82960147},"labels":[],"label_agreement":null},{"id":"W3153107078","doi":"10.46747/cfp.6704228","title":"Les médecins de famille peuvent contrer l’information erronée","year":2021,"lang":"fr","type":"article","venue":"Canadian Family Physician","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.030592495409871533,"score_gpt":0.2766363163956167,"score_spread":0.24604382098574518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153107078","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039433848,0.002646338,0.00057420455,0.02379778,0.0023893768,0.00029956532,0.00019777661,0.000053640782,0.9306075],"genre_scores_gemma":[0.66740614,0.002858079,0.00039898904,0.23742266,0.0013595868,0.00004453948,0.0002450491,0.00003983064,0.0902251],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803954,0.00023046407,0.000287654,0.00024649658,0.00033467184,0.00086119503],"domain_scores_gemma":[0.9985916,0.00002895487,0.00010028464,0.0002945133,0.00021084436,0.0007738284],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002543646,0.00021010338,0.00022959342,0.00014094482,0.0008247191,0.00024925408,0.0002561577,0.00018524328,0.00039347363],"category_scores_gemma":[0.000023224955,0.00026595948,0.000182108,0.0005653043,0.00029243596,0.0006451102,0.000038138816,0.00021990754,0.0024191937],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022281763,0.000056001954,0.00011946359,0.000028625134,0.000054091906,0.00003875004,0.006727009,0.00018374565,0.00006871764,0.18936482,0.1670872,0.63626933],"study_design_scores_gemma":[0.00031790932,0.000019739799,0.028976014,0.000063710606,0.00005550287,3.7459984e-7,0.046795838,0.0003214941,0.00001716058,0.0010225201,0.92212564,0.0002840848],"about_ca_topic_score_codex":0.31794184,"about_ca_topic_score_gemma":0.51921386,"teacher_disagreement_score":0.84038234,"about_ca_system_score_codex":0.0021165793,"about_ca_system_score_gemma":0.0016539029,"threshold_uncertainty_score":0.99997926},"labels":[],"label_agreement":null},{"id":"W3157387139","doi":"10.1002/ieam.4433","title":"Open Science in regulatory environmental risk assessment","year":2021,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"European Commission; European Food Safety Authority","keywords":"Transparency (behavior); Relevance (law); Regulatory science; Open science; Value (mathematics); Skepticism; Political science; Open data; Risk management; Business; Public relations; Engineering ethics; Engineering; Medicine; Computer science","score_opus":0.01336144716432093,"score_gpt":0.3242090651718402,"score_spread":0.3108476180075193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157387139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74771875,0.00014851645,0.0008675101,0.0015922296,0.00053311564,0.0015454197,0.000043050073,0.00007525294,0.24747618],"genre_scores_gemma":[0.96442467,0.014693895,0.008681902,0.00052119984,0.000037570342,0.00020492036,0.00009344077,0.000023859211,0.011318515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99637485,0.00042000055,0.0004474978,0.0010066843,0.0010968208,0.0006541575],"domain_scores_gemma":[0.99896777,0.000034649736,0.00016254278,0.00053862575,0.000009992667,0.00028642494],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002210135,0.00029431924,0.00028911457,0.000288863,0.001052968,0.0007405148,0.001017007,0.0000856912,0.0031384076],"category_scores_gemma":[0.000008884286,0.00029961724,0.00006956009,0.00047350704,0.001037146,0.0010342393,0.002180271,0.00033753712,0.00007765115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004869989,0.0029775153,0.46288937,0.000043977037,0.00021636655,0.0004379252,0.004786813,0.0002698368,0.0056553013,0.11648443,0.00464845,0.4015413],"study_design_scores_gemma":[0.0011636384,0.000054410146,0.7478566,0.000042299507,0.000055977413,0.000002071612,0.037690166,0.00047369718,0.000080019054,0.0011243043,0.2110869,0.00036990424],"about_ca_topic_score_codex":0.00082954124,"about_ca_topic_score_gemma":0.0010545135,"teacher_disagreement_score":0.4011714,"about_ca_system_score_codex":0.00246984,"about_ca_system_score_gemma":0.00019713321,"threshold_uncertainty_score":0.9999456},"labels":[],"label_agreement":null},{"id":"W3157580568","doi":"10.5194/egusphere-egu2020-1260","title":"Making ethics codes more effective","year":2020,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Normative; Interpretation (philosophy); Ethical code; Information ethics; Government (linguistics); Engineering ethics; Sociology; Political science; Public relations; Law; Computer science; Engineering","score_opus":0.16655122526425742,"score_gpt":0.45614821078972656,"score_spread":0.28959698552546914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157580568","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015919132,0.000015307596,0.020719025,0.13153633,0.00014450896,0.00035337932,8.1455823e-7,0.000280093,0.8310314],"genre_scores_gemma":[0.9785312,0.00006394998,0.0008954645,0.018058276,0.00014249416,0.00000849803,4.710257e-7,0.0000027884423,0.0022968787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994074,0.00016373837,0.000049249345,0.00009285417,0.00019229985,0.000094446914],"domain_scores_gemma":[0.99976104,0.00010918858,0.000015394793,0.00003465444,0.000027515804,0.000052195563],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044988142,0.000031533546,0.000052647494,0.0000109517405,0.00025538635,0.000047754755,0.00008382603,0.000043467648,0.001056513],"category_scores_gemma":[0.00034914855,0.000027536431,0.000029088067,0.000110405,0.00009044621,0.00006030549,0.00003307682,0.00011056766,0.00027227215],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009511668,0.000016821938,0.0019362168,0.000021249238,0.000016584601,0.000004361395,0.3565496,0.00005223982,0.00013193589,0.5578194,0.039566427,0.04387567],"study_design_scores_gemma":[0.000085910724,0.000020163981,0.0075459653,0.0000063393777,0.0000067709298,2.567729e-8,0.052464664,0.00029170938,0.00002499861,0.00087708345,0.93860006,0.00007631736],"about_ca_topic_score_codex":0.00045698835,"about_ca_topic_score_gemma":0.00081889995,"teacher_disagreement_score":0.96261203,"about_ca_system_score_codex":0.0000252201,"about_ca_system_score_gemma":0.000021605256,"threshold_uncertainty_score":0.99985665},"labels":[],"label_agreement":null},{"id":"W3159099041","doi":"10.1080/00295450.2021.1888618","title":"The Power and Limits of Classification: Radioactive Waste Categories as Reshaped by Disposal Options","year":2021,"lang":"en","type":"article","venue":"Nuclear Technology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Organisme national des déchets radioactifs et des matières fissiles enrichies; Belfer Center for Science and International Affairs, Harvard University; Harvard University","keywords":"Radioactive waste; Nuclear power; Spent nuclear fuel; Agency (philosophy); Waste disposal; High-level waste; Waste management; Resource (disambiguation); Environmental science; Computer science; Business; Engineering","score_opus":0.01696590540029083,"score_gpt":0.2976117481521926,"score_spread":0.28064584275190174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159099041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.726979,0.0010909196,0.00010267892,0.1503161,0.00029674004,0.00028162435,0.000009241559,0.00025728747,0.12066641],"genre_scores_gemma":[0.99160314,0.00313658,0.00023609893,0.00013667611,0.000016201036,0.000009145658,0.0000020434793,0.0000068000004,0.004853327],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999437,0.00007065094,0.00010167152,0.00014146346,0.00011874338,0.0001304939],"domain_scores_gemma":[0.99960375,0.00004057094,0.00005490367,0.00018206963,0.000089907844,0.000028819746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001412785,0.000046397334,0.000075006894,0.00004548673,0.0005252681,0.000039804796,0.00015292276,0.00011267744,0.00025821597],"category_scores_gemma":[0.0001599985,0.000038733484,0.000021678654,0.00029500172,0.0008858307,0.0000649739,0.000059305225,0.00010565503,0.000046148754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008564419,0.000030361996,0.000117266885,0.0000013246982,0.000018190782,0.0000013539941,0.0031940804,1.6160304e-7,0.007669463,0.9664273,0.010468847,0.01206305],"study_design_scores_gemma":[0.00011904907,0.00004217251,0.0014375655,0.0000032790535,0.000011362385,0.000002038724,0.12390702,0.000020733312,0.00036068997,0.008542747,0.8654959,0.00005742948],"about_ca_topic_score_codex":0.000078786405,"about_ca_topic_score_gemma":0.00032591706,"teacher_disagreement_score":0.9578846,"about_ca_system_score_codex":0.00003321834,"about_ca_system_score_gemma":0.000040012208,"threshold_uncertainty_score":0.40399906},"labels":[],"label_agreement":null},{"id":"W3161122825","doi":"10.2196/25877","title":"Developing a Risk Governance Framework on Radiological Emergency, Preparedness, and Response for Emergency Responders: Protocol for a Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Preparedness; Logistic regression; Radiological weapon; Protocol (science); Risk management; Risk perception; Risk governance; Emergency management; Structural equation modeling; Qualitative research; Medicine; Psychology; Computer science; Perception; Business","score_opus":0.49285047100821094,"score_gpt":0.6825285553654434,"score_spread":0.1896780843572325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161122825","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004610378,0.0000034149275,0.026388077,0.002042339,0.00005622057,0.96615726,0.000028328544,0.000111150825,0.0006028381],"genre_scores_gemma":[0.00042395294,0.000017181676,0.05713354,0.00004142779,0.00025939342,0.9370316,0.0000020122934,0.000033026314,0.005057827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9855555,0.010824544,0.0006348986,0.0010132624,0.0010226868,0.00094910746],"domain_scores_gemma":[0.99554056,0.0024923214,0.00024487177,0.0006107747,0.0008916832,0.00021980463],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.021758463,0.00023895604,0.00037079173,0.00014492575,0.0019671088,0.00020555222,0.0006034938,0.00025621682,0.0008583198],"category_scores_gemma":[0.023333173,0.00020687439,0.00016416505,0.0010287557,0.00024768297,0.00022342213,0.00037402415,0.0005059121,0.000016174885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0718497,0.006190374,0.006385584,0.0016077006,0.00028188055,0.000049819926,0.14932953,0.000017448834,0.0012855681,0.21592182,0.34025994,0.20682065],"study_design_scores_gemma":[0.0020168712,0.002841653,0.012652016,0.00047477073,0.000004391773,4.0744322e-7,0.027892133,0.000054799468,0.000100187244,0.03748285,0.91618216,0.0002977677],"about_ca_topic_score_codex":0.00007613141,"about_ca_topic_score_gemma":0.00052970997,"teacher_disagreement_score":0.5759222,"about_ca_system_score_codex":0.0005654091,"about_ca_system_score_gemma":0.0010838849,"threshold_uncertainty_score":0.9993322},"labels":[],"label_agreement":null},{"id":"W3162838340","doi":"10.1007/s13194-021-00381-6","title":"On the mitigation of inductive risk","year":2021,"lang":"en","type":"article","venue":"European Journal for Philosophy of Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Philosophy of science; Biochemical engineering; Risk analysis (engineering); Computer science; Epistemology; Philosophy; Engineering; Business","score_opus":0.058772575285939564,"score_gpt":0.3253130743973655,"score_spread":0.26654049911142597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162838340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.685681,0.000028356299,0.0018275331,0.0110424785,0.00076242845,0.00016069277,0.000007391378,0.0000075653065,0.30048257],"genre_scores_gemma":[0.9981737,0.00014142526,0.0009157554,0.0002097709,0.00020787843,6.349496e-7,1.740416e-7,0.000003501375,0.00034712898],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986644,0.00039100595,0.00018823966,0.00011193667,0.00052388804,0.00012053783],"domain_scores_gemma":[0.99899256,0.00010678862,0.00027585472,0.00011646592,0.00044049957,0.00006783036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040909764,0.000041190662,0.00006470635,0.00008314894,0.0010268479,0.000051529612,0.00039293244,0.00000627818,0.00009812818],"category_scores_gemma":[0.0011200585,0.000028625873,0.00007695986,0.0004529466,0.0015759781,0.00020367649,0.000039419192,0.000108881024,0.000012389803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018259196,0.00007634886,0.00012106991,0.000005252294,0.0000123228665,0.000003417775,0.01813928,0.000099909994,0.0063646766,0.9546455,0.0018228679,0.018691095],"study_design_scores_gemma":[0.0009306893,0.000791822,0.035817485,0.0002709247,0.000057946203,0.000006955305,0.035276216,0.00011819744,0.012848609,0.84410346,0.06950528,0.00027242588],"about_ca_topic_score_codex":0.000007994207,"about_ca_topic_score_gemma":0.0000036811975,"teacher_disagreement_score":0.31249276,"about_ca_system_score_codex":0.000034372897,"about_ca_system_score_gemma":0.00013420131,"threshold_uncertainty_score":0.78977877},"labels":[],"label_agreement":null},{"id":"W3164380061","doi":"10.1088/1361-6498/ac0802","title":"Key outcome summaries of the scientific programme of the IRPA15 congress","year":2021,"lang":"en","type":"article","venue":"Journal of Radiological Protection","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cameco (Canada)","funders":"","keywords":"Excellence; Presentation (obstetrics); Competence (human resources); Public relations; Context (archaeology); Engineering ethics; Political science; Medical education; Medicine; Psychology; Engineering; Law","score_opus":0.1081239777323213,"score_gpt":0.3323360814434607,"score_spread":0.22421210371113942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164380061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98626524,0.00016626669,0.0009417153,0.0077436855,0.002694874,0.00044812053,0.0000018948671,0.0000090623635,0.0017291551],"genre_scores_gemma":[0.997322,0.000058559723,0.0001884261,0.000052981282,0.00011140422,0.0000048730367,1.3583923e-7,0.0000017781592,0.0022598386],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830556,0.0006436164,0.00037793163,0.000083037456,0.0004638536,0.00012597465],"domain_scores_gemma":[0.9988634,0.000049172842,0.00054158445,0.0001333635,0.00037477055,0.000037688944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019240794,0.000049203027,0.00016469945,0.000034840356,0.0004260964,0.00006229925,0.0002972218,0.00007296833,0.00012174593],"category_scores_gemma":[0.0014494518,0.000022840959,0.00022376177,0.00045276008,0.00086925837,0.000096579504,0.00007084428,0.0002229915,0.0000013248456],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063843594,0.0022637306,0.37099972,0.00040716465,0.0005145764,0.000035018358,0.0424118,0.002634292,0.13821316,0.13684401,0.020207323,0.28483078],"study_design_scores_gemma":[0.0008692232,0.00038602095,0.38329133,0.00014064409,0.000109894296,0.000046862075,0.014608419,0.000112816706,0.006156444,0.0145619055,0.5795504,0.00016601336],"about_ca_topic_score_codex":0.00009184426,"about_ca_topic_score_gemma":0.00020011015,"teacher_disagreement_score":0.5593431,"about_ca_system_score_codex":0.00007666242,"about_ca_system_score_gemma":0.0001180937,"threshold_uncertainty_score":0.3277232},"labels":[],"label_agreement":null},{"id":"W3164713411","doi":"10.1186/s12889-021-11065-4","title":"Who or what is to blame? Examining sociodemographic relationships to beliefs about causes, control, and responsibility for cancer and chronic disease prevention in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health; University of Alberta","funders":"Partenariat Canadien Contre Le Cancer; Canadian Institutes of Health Research; Alberta Innovates; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Biostatistics; Blame; Affect (linguistics); Public health; Disease; Environmental health; Multinomial logistic regression; Cancer prevention; Tobacco control; Obesity; Binge drinking; Gerontology; Cancer; Suicide prevention; Poison control; Psychiatry; Psychology","score_opus":0.0944587357314293,"score_gpt":0.38692579102650865,"score_spread":0.2924670552950793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164713411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7785961,0.0022823836,0.0013467852,0.2157043,0.000203048,0.0017203717,0.000053893844,0.00002003143,0.00007305596],"genre_scores_gemma":[0.97860736,0.004331609,0.0004078189,0.009335961,0.00011552965,0.0004024883,0.000016242413,0.00001096572,0.0067720544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977815,0.00077497656,0.00030789152,0.00042495996,0.00026342893,0.00044721144],"domain_scores_gemma":[0.99840677,0.00047212193,0.0000767058,0.00018361078,0.00011257872,0.0007482097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026151927,0.00009605929,0.00020049309,0.0001275998,0.00065742026,0.00026195348,0.000075782875,0.000051324005,0.000100635836],"category_scores_gemma":[0.001271793,0.0000960886,0.000023116181,0.00052367506,0.00005936443,0.00041966003,0.000045462086,0.00009798878,9.976649e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023969988,0.00015312406,0.73339784,0.000586657,0.000042903495,0.0000036498295,0.063895255,0.000089352354,0.000004222934,0.018412497,0.023586862,0.15958796],"study_design_scores_gemma":[0.00055888586,0.000048332742,0.74043816,0.00011911634,0.0000066160906,1.01449864e-7,0.0073096994,0.00014678782,1.1301845e-7,0.00024568275,0.25102732,0.00009922752],"about_ca_topic_score_codex":0.6141543,"about_ca_topic_score_gemma":0.9989787,"teacher_disagreement_score":0.38482437,"about_ca_system_score_codex":0.001155426,"about_ca_system_score_gemma":0.010963749,"threshold_uncertainty_score":0.99464315},"labels":[],"label_agreement":null},{"id":"W3165935747","doi":"10.82308/17790","title":"\"Beyond birth control:\" the Yaz/Yasmin controversy and the risk evaluation of hormonal contraceptives","year":2018,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Birth control; Control (management); Family planning; Medicine; Political science; Economics; Research methodology; Population; Environmental health","score_opus":0.01985028597752919,"score_gpt":0.2808527118685953,"score_spread":0.2610024258910661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165935747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81290925,0.00042054077,0.000009884244,0.0011914495,0.00046681266,0.001652769,0.00026468615,0.00006950085,0.1830151],"genre_scores_gemma":[0.99614877,0.0010758821,0.00007976234,0.0011020058,0.00015535057,0.000112411326,0.0000034570037,0.00002122018,0.0013011167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938248,0.0034387496,0.00047449706,0.00041789722,0.0013991883,0.00044487903],"domain_scores_gemma":[0.997128,0.0010564331,0.00047055795,0.0004222914,0.0007690259,0.00015367204],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012609779,0.0002356453,0.00036128535,0.00009689167,0.0029888928,0.00012605684,0.0005043702,0.0001454885,0.0008601062],"category_scores_gemma":[0.0027591432,0.00014612245,0.00019227205,0.0003377296,0.0024280534,0.0005296786,0.00012050749,0.0003817795,0.00011534407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005153237,0.00008006348,0.00038417813,0.0000060211246,0.00019262811,7.2135845e-7,0.0006631233,0.00002988367,0.0013530388,0.78786296,0.000087735796,0.20882434],"study_design_scores_gemma":[0.021477547,0.0004660173,0.06648964,0.00005384534,0.0013538531,0.0000041553562,0.019147113,0.0028379932,0.0009871784,0.265997,0.62046134,0.0007243625],"about_ca_topic_score_codex":0.0025806662,"about_ca_topic_score_gemma":0.0069530825,"teacher_disagreement_score":0.6203736,"about_ca_system_score_codex":0.00022950304,"about_ca_system_score_gemma":0.00006249144,"threshold_uncertainty_score":0.9983091},"labels":[],"label_agreement":null},{"id":"W3166111562","doi":"10.3390/jrfm14060272","title":"The Relationship between Risk Perception and Risk Definition and Risk-Addressing Behaviour during the Early COVID-19 Stages","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Università ta' Malta","keywords":"Risk perception; Structural equation modeling; Psychology; Perception; Latent variable; Openness to experience; Social psychology; Partial least squares regression; Statistics; Mathematics","score_opus":0.05471385772756421,"score_gpt":0.31871221825359675,"score_spread":0.26399836052603254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166111562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98992866,0.0012859338,0.006976426,0.00081665086,0.00022006434,0.00026243247,0.000042336655,0.000019010049,0.000448497],"genre_scores_gemma":[0.8504943,0.14812134,0.000668924,0.00004520595,0.0003229007,0.000007569532,0.0000019301851,0.000008689043,0.00032913542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975301,0.0010772994,0.00043497264,0.00022595914,0.0004766481,0.0002550386],"domain_scores_gemma":[0.9981599,0.0006653278,0.0007302539,0.00015860301,0.00009942564,0.00018648016],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035329226,0.00014243633,0.00019010618,0.00013169351,0.0051778452,0.0005645463,0.00014295371,0.000092787326,0.000020861467],"category_scores_gemma":[0.0014547557,0.00009944602,0.00009137994,0.00024687254,0.00034535484,0.00033226472,0.00015444469,0.0005641743,0.0000037923899],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041492196,0.000020263173,0.89344287,0.00002079473,0.000030067262,0.0000152356815,0.011620551,0.000020782541,8.922801e-7,0.003516773,0.00026355492,0.09100671],"study_design_scores_gemma":[0.0007114038,0.000051602245,0.9448549,0.000040946943,0.0005253638,0.000004204145,0.01770243,0.000005449296,5.219884e-7,0.011897997,0.024084482,0.00012066382],"about_ca_topic_score_codex":0.0025813763,"about_ca_topic_score_gemma":0.0036577117,"teacher_disagreement_score":0.1468354,"about_ca_system_score_codex":0.00013537261,"about_ca_system_score_gemma":0.00005918124,"threshold_uncertainty_score":0.9961173},"labels":[],"label_agreement":null},{"id":"W3167077459","doi":"10.1080/15567036.2021.1931569","title":"Toward the deployment of nuclear cogeneration projects – issues and considerations","year":2021,"lang":"en","type":"article","venue":"Energy Sources Part A Recovery Utilization and Environmental Effects","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Cogeneration; Software deployment; Nuclear power; Environmental economics; Business; Electricity; Diversification (marketing strategy); Renewable energy; Electricity generation; Engineering; Power (physics); Economics; Marketing","score_opus":0.033202330319699734,"score_gpt":0.25912529661272915,"score_spread":0.2259229662930294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167077459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886053,0.0031756924,0.00094825117,0.0031338884,0.00027675187,0.00030371215,0.00000841127,0.00004871143,0.0034992383],"genre_scores_gemma":[0.98165035,0.01560445,0.00012820159,0.0010724794,0.00006231007,0.000021792903,0.00003752066,0.000009082905,0.0014138251],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907875,0.00030166545,0.00013418922,0.00018253531,0.00019408978,0.00010877597],"domain_scores_gemma":[0.99969524,0.00008752169,0.00006267808,0.00008991329,0.000008623587,0.000056031007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001657295,0.00008365189,0.00010350597,0.000029818882,0.00042983098,0.00009227023,0.00002946913,0.000050120914,0.00028359637],"category_scores_gemma":[0.000051346316,0.00007112589,0.000029935056,0.00006600564,0.00023747211,0.00013900807,0.000057529207,0.00003025077,0.0000034681468],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014709916,0.0012552296,0.019956516,0.00032863714,0.00053699495,0.000049745777,0.20366181,0.0040611206,0.031680327,0.39348388,0.03749815,0.30734047],"study_design_scores_gemma":[0.00055302895,0.00013741787,0.0070172413,0.000045373232,0.000075023425,0.0000076229426,0.020492012,0.0023322094,0.006639241,0.0011601122,0.9613178,0.00022296779],"about_ca_topic_score_codex":0.00025246938,"about_ca_topic_score_gemma":0.00049742387,"teacher_disagreement_score":0.9238196,"about_ca_system_score_codex":0.00003142598,"about_ca_system_score_gemma":0.000017620485,"threshold_uncertainty_score":0.33059558},"labels":[],"label_agreement":null},{"id":"W3168886120","doi":"10.46234/ccdcw2021.133","title":"Upgrading from One-way Informing to Two-way Audience-oriented Health Communication: CFSA Initiations for World Food Safety Day","year":2021,"lang":"en","type":"article","venue":"China CDC Weekly","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Business; Food safety; Food science","score_opus":0.058244740936185695,"score_gpt":0.3562490688827526,"score_spread":0.2980043279465669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168886120","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.096562296,0.00094012904,0.20308283,0.26265195,0.002669168,0.0034984462,0.0004402922,0.0007135002,0.4294414],"genre_scores_gemma":[0.9649696,0.0005832876,0.020051934,0.0044254414,0.00037289617,0.00015356492,0.00032746306,0.000019471652,0.00909637],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815404,0.0002750351,0.00045755724,0.0003126196,0.0003665036,0.00043424062],"domain_scores_gemma":[0.9985932,0.0002695968,0.00018866011,0.00050465425,0.00016578846,0.00027811303],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001116465,0.00013932757,0.00024808876,0.00016225033,0.002184108,0.00018088649,0.00040777534,0.00004464495,0.0005230045],"category_scores_gemma":[0.0004263699,0.00015621171,0.00010935648,0.0009756666,0.000106520994,0.0004485922,0.00020559967,0.00017005882,0.000086296255],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003246677,0.0002549576,0.0018034776,0.0000339109,0.00010488621,0.0000012609797,0.18649675,0.00025990512,0.00007917781,0.65154463,0.036584325,0.12280424],"study_design_scores_gemma":[0.0006588478,0.000075258475,0.0484916,0.0001342746,0.000021687732,1.9777876e-7,0.020579346,0.0001922267,0.000040309154,0.005184681,0.92438024,0.00024129906],"about_ca_topic_score_codex":0.0027054753,"about_ca_topic_score_gemma":0.06478962,"teacher_disagreement_score":0.8877959,"about_ca_system_score_codex":0.00044514597,"about_ca_system_score_gemma":0.0003023677,"threshold_uncertainty_score":0.99911493},"labels":[],"label_agreement":null},{"id":"W3176075384","doi":"10.1177/00914150211024173","title":"Media Portrayal of Older Adults Across Five Canadian Disasters","year":2021,"lang":"en","type":"article","venue":"The International Journal of Aging and Human Development","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Context (archaeology); Structuring; Media coverage; Constructivist grounded theory; Older people; Value (mathematics); Sociology; Psychology; Grounded theory; Gender studies; Political science; Media studies; Gerontology; History; Medicine; Social science; Qualitative research; Computer science","score_opus":0.01803061993426159,"score_gpt":0.3140423185305165,"score_spread":0.2960116985962549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176075384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991289,0.00007191915,0.000025994574,0.0049212845,0.000381211,0.000027657892,0.0000022701954,0.0000025527397,0.00327811],"genre_scores_gemma":[0.9970245,0.00012896847,0.00028546332,0.00038058378,0.00015837817,6.608449e-7,0.0000034732927,0.000002675583,0.002015296],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99914306,0.00003683414,0.00022829347,0.000057685367,0.00042311262,0.00011102176],"domain_scores_gemma":[0.999413,0.000032125867,0.00013330189,0.00003573427,0.00029251547,0.000093307295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000593164,0.0000431924,0.00007536827,0.000060195074,0.00023575648,0.00007659824,0.00022058838,0.00001563325,0.0002595999],"category_scores_gemma":[0.000033662483,0.00003268609,0.000033328044,0.000037642134,0.000098459255,0.00007081396,0.000045528563,0.000071484894,0.0000032464168],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002056217,0.00006886757,0.015368802,0.0000111335985,0.00026827233,0.00013553147,0.897025,0.00003628463,0.000037866328,0.009115064,0.0058259843,0.07208665],"study_design_scores_gemma":[0.0011990507,0.00001834789,0.64293844,0.0004625176,0.000020897527,0.000036936442,0.19570759,0.0000047086805,0.00048407709,0.0006230536,0.15834245,0.0001619561],"about_ca_topic_score_codex":0.011869473,"about_ca_topic_score_gemma":0.18889305,"teacher_disagreement_score":0.7013174,"about_ca_system_score_codex":0.00013242994,"about_ca_system_score_gemma":0.0003209994,"threshold_uncertainty_score":0.99471056},"labels":[],"label_agreement":null},{"id":"W3183854899","doi":"10.32920/ryerson.14663277.v1","title":"Drinking water quality and trust : communities and risk information","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Perception; Government (linguistics); Risk perception; Business; Risk communication; Water quality; Environmental health; Quality (philosophy); Water source; Environmental planning; Psychology; Geography; Water resource management; Environmental science; Medicine; Risk analysis (engineering)","score_opus":0.0659070867560272,"score_gpt":0.34958294415182467,"score_spread":0.2836758573957975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183854899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88892746,0.000037770333,0.0016161646,0.0013159188,0.00018866424,0.00017694289,0.000003112391,0.00006711257,0.107666865],"genre_scores_gemma":[0.98556376,0.011831821,0.00061889255,0.00043585344,0.000040180577,0.000014372686,0.00007131294,0.000002402759,0.0014214107],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99905705,0.0003803801,0.00018746892,0.00007435176,0.00018277648,0.00011799076],"domain_scores_gemma":[0.9996385,0.00003243441,0.00006692172,0.00015413732,0.00006165113,0.000046377198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012501309,0.00007800075,0.00012549547,0.00005560631,0.00054729177,0.000714267,0.00009477692,0.00010978512,0.0007986205],"category_scores_gemma":[0.00002446816,0.000061283914,0.000026557896,0.000019699897,0.0001752612,0.00035176342,0.00071745255,0.00021937287,0.000009765866],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053034164,0.000016623238,0.0682176,0.00015325414,0.000057101166,2.957754e-7,0.80490714,0.000029450533,0.000002489096,0.02202005,0.00064065104,0.10395003],"study_design_scores_gemma":[0.00019560185,0.000006563359,0.1896115,0.00004831347,0.000040742383,1.7840749e-7,0.6061556,0.00021233388,0.0000128806505,0.0047076778,0.19874741,0.00026122414],"about_ca_topic_score_codex":0.08813545,"about_ca_topic_score_gemma":0.050302614,"teacher_disagreement_score":0.19875155,"about_ca_system_score_codex":0.000035788795,"about_ca_system_score_gemma":0.000022164473,"threshold_uncertainty_score":0.9670269},"labels":[],"label_agreement":null},{"id":"W3184776820","doi":"10.1186/s12889-021-11349-9","title":"The health implications of distrust in the food system: findings from the dimensions of trust in food systems scale (DOTIFS scale)","year":2021,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Flinders University; Commonwealth Scientific and Industrial Research Organisation","keywords":"Distrust; Scale (ratio); Public health; Environmental health; Biostatistics; Food systems; Medicine; Food safety; Marketing; Psychology; Business; Food security; Nursing; Agriculture","score_opus":0.07018290007025219,"score_gpt":0.3421315485167802,"score_spread":0.271948648446528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184776820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8365265,0.0017675346,0.0008907529,0.15407398,0.00048178656,0.0019178938,0.0002539014,0.000042029314,0.0040456196],"genre_scores_gemma":[0.99783695,0.0009345891,0.00008912161,0.0007306968,0.000077161036,0.0001555751,0.000033953405,0.000008699456,0.00013326104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99531287,0.0024731797,0.00085850846,0.0002752988,0.00055107096,0.0005290989],"domain_scores_gemma":[0.99790657,0.0007654092,0.0003582407,0.0006824046,0.00012545282,0.00016191146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062203193,0.000105479696,0.0003128405,0.00007854989,0.0010440066,0.00015991063,0.000679188,0.00006365828,0.000014211205],"category_scores_gemma":[0.0002861739,0.00005666259,0.00008896162,0.0012961999,0.00028010012,0.000117440046,0.000106737374,0.00020287203,0.000005816787],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009820937,0.00049017323,0.19953062,0.00036350542,0.00003085897,2.569471e-7,0.117941074,0.00004694943,0.000010245177,0.65922016,0.015519222,0.0068370816],"study_design_scores_gemma":[0.00034007605,0.00009474029,0.6141341,0.00015187929,0.0000043918585,0.000001130804,0.30990693,0.000117313924,9.068944e-7,0.0003897312,0.07478423,0.000074598705],"about_ca_topic_score_codex":0.04127382,"about_ca_topic_score_gemma":0.35530367,"teacher_disagreement_score":0.65883046,"about_ca_system_score_codex":0.000545376,"about_ca_system_score_gemma":0.0020204624,"threshold_uncertainty_score":0.9651104},"labels":[],"label_agreement":null},{"id":"W3187432862","doi":"10.1038/s41598-021-95134-z","title":"Interpreting time-series COVID data: reasoning biases, risk perception, and support for public health measures","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Calgary","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Series (stratigraphy); 2019-20 coronavirus outbreak; Perception; Data science; Computer science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Time series; Public health; Artificial intelligence; Psychology; Machine learning; Medicine; Biology; Virology; Nursing","score_opus":0.09824663483568818,"score_gpt":0.36848016183613386,"score_spread":0.2702335270004457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187432862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43082586,0.0048546093,0.15638383,0.17780547,0.0653761,0.009849063,0.00084848795,0.0034647665,0.15059184],"genre_scores_gemma":[0.7732332,0.0029574716,0.038156852,0.0021963906,0.0008449558,0.00014986114,0.003342674,0.00007010327,0.17904854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970667,0.00040268246,0.00047408516,0.0009578019,0.0006298114,0.00046892962],"domain_scores_gemma":[0.99799824,0.00008623869,0.0003757591,0.0008291138,0.0003608332,0.0003497881],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013239064,0.000113335256,0.00020096055,0.00012796317,0.002664693,0.0015045443,0.00021620996,0.00005355048,0.0010644294],"category_scores_gemma":[0.0066494527,0.00011363579,0.000060037488,0.00042383777,0.0005541811,0.00090656406,0.00028309957,0.00009099281,0.000027438582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011828689,0.00012668954,0.019441083,0.00006975927,0.000056159195,0.00008646653,0.048280966,0.000017809072,0.00070654496,0.0017402573,0.73777664,0.19168583],"study_design_scores_gemma":[0.000071755036,0.000020535812,0.001581585,0.000034132034,0.000014900664,0.00003445265,0.014567285,0.00018553488,0.000010830476,0.0011249548,0.9822209,0.00013313167],"about_ca_topic_score_codex":0.0007171636,"about_ca_topic_score_gemma":0.0041531664,"teacher_disagreement_score":0.34240732,"about_ca_system_score_codex":0.00016441106,"about_ca_system_score_gemma":0.0013299447,"threshold_uncertainty_score":0.9998487},"labels":[],"label_agreement":null},{"id":"W3200085025","doi":"10.1016/j.appet.2021.105500","title":"What's cooking in your mind? Implicit and explicit safety evaluations of unprocessed and processed foods.","year":2021,"lang":"en","type":"article","venue":"Appetite","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Food science; Cognitive psychology; Chemistry","score_opus":0.03740927578713523,"score_gpt":0.3651281593549767,"score_spread":0.3277188835678415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200085025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790205,0.001063804,0.0004077671,0.005107019,0.00008969416,0.00031322567,0.000002793465,0.000018809917,0.0139764035],"genre_scores_gemma":[0.9919379,0.006383537,0.00030293563,0.00025378607,0.000037687885,0.000022227794,0.0000063343023,0.000005857505,0.0010497521],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.999167,0.000072553645,0.0001851443,0.00020633964,0.00021526741,0.0001536964],"domain_scores_gemma":[0.99962115,0.000052953827,0.00006402312,0.00009075923,0.00011437705,0.00005670724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004883648,0.00006550397,0.00012554693,0.000069692695,0.00015660419,0.00014008558,0.00006552648,0.000046710556,0.00016413114],"category_scores_gemma":[0.000109556015,0.00006940838,0.000016602178,0.0003739201,0.000083459076,0.00043564517,0.000052972802,0.00005261028,0.0000047700914],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105663225,0.00047779153,0.0414109,0.00094412133,0.00009909515,0.000021312713,0.31399322,0.00014120906,0.031146273,0.14563233,0.00049942,0.46552867],"study_design_scores_gemma":[0.0036072605,0.00012085454,0.2646622,0.0019599283,0.000097691765,0.0000053830545,0.474018,0.000835198,0.005205142,0.013803829,0.23494436,0.00074013736],"about_ca_topic_score_codex":0.00030518204,"about_ca_topic_score_gemma":0.0046108193,"teacher_disagreement_score":0.46478853,"about_ca_system_score_codex":0.000027517552,"about_ca_system_score_gemma":0.00010740444,"threshold_uncertainty_score":0.28303915},"labels":[],"label_agreement":null},{"id":"W3201189722","doi":"10.1007/s11673-021-10126-y","title":"Unmasking the Ethics of Public Health Messaging in a Pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Bioethical Inquiry","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medical law; Pandemic; Public health; Coronavirus disease 2019 (COVID-19); Medical ethics; Public trust; Text messaging; Medicine; Internet privacy; Political science; Nursing; Public relations; Computer science; Psychiatry; Pathology; Infectious disease (medical specialty)","score_opus":0.4785755365656149,"score_gpt":0.5103804609197182,"score_spread":0.031804924354103314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201189722","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22065704,0.001961874,0.0110676745,0.7602306,0.0011971997,0.00012592248,7.735454e-7,0.00001712667,0.0047418214],"genre_scores_gemma":[0.98546445,0.0071146977,0.00055504113,0.0064313635,0.00027379725,7.3465606e-7,3.120716e-7,0.000004336318,0.00015528647],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960035,0.002333923,0.00057033333,0.00008998265,0.0007535236,0.00024872355],"domain_scores_gemma":[0.9983888,0.0006730083,0.0003918732,0.000111855225,0.00030264442,0.00013181083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017493537,0.000054942015,0.0002129002,0.00012253686,0.00023365913,0.00007017417,0.00026994591,0.00017748546,0.00013626445],"category_scores_gemma":[0.0023698343,0.000038517723,0.00011143474,0.0005485755,0.00068967516,0.00015701026,0.000079359066,0.0014615133,0.0000027719393],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002052507,0.00031885557,0.026041461,0.000099985424,0.000075621865,0.000057245266,0.62550485,0.00009943284,0.0005802708,0.24910317,0.0049557686,0.093142815],"study_design_scores_gemma":[0.00083466136,0.0001325101,0.05700235,0.0004877257,0.00002232017,0.0000281812,0.40169397,0.000073116855,0.00005855138,0.017309466,0.5221791,0.00017804746],"about_ca_topic_score_codex":0.00038809114,"about_ca_topic_score_gemma":0.0026042582,"teacher_disagreement_score":0.7648074,"about_ca_system_score_codex":0.00017971247,"about_ca_system_score_gemma":0.0013306359,"threshold_uncertainty_score":0.6349629},"labels":[],"label_agreement":null},{"id":"W3205225305","doi":"10.5840/envirophil2021182115","title":"In Praise of Risk","year":2021,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Praise; Applied philosophy; General interest; Contemporary philosophy; Philosophy; Psychology; Epistemology; Social psychology","score_opus":0.013665455284999151,"score_gpt":0.27044239377201357,"score_spread":0.25677693848701444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205225305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8022955,0.00016361874,0.000024291008,0.0029018705,0.00017142545,0.00010603181,0.000016143718,0.000011473718,0.19430964],"genre_scores_gemma":[0.99723154,0.0011287766,0.00023084853,0.0002866412,0.00010712453,0.000004492068,0.0000051670054,0.000004149247,0.0010012705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935377,0.00011757246,0.00011108183,0.000121593985,0.0001985943,0.00009741278],"domain_scores_gemma":[0.9997868,0.000020771635,0.000042032076,0.0001083319,0.0000015111483,0.000040568066],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001538761,0.00004273797,0.0000698472,0.000033139964,0.000065666354,0.000005941101,0.00007064786,0.000029440116,0.00309749],"category_scores_gemma":[0.000023709013,0.000047664715,0.00004098688,0.000083870815,0.00015202859,0.00010682731,0.000049452286,0.000058220583,0.00021535791],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008659726,0.0037615406,0.3526059,0.00004643854,0.00008592491,0.00023522717,0.11778654,0.00040382353,0.014099321,0.4576668,0.010700027,0.042521834],"study_design_scores_gemma":[0.0010070257,0.00003795571,0.36672375,0.000020964393,0.000020367053,6.7924674e-7,0.010155571,0.000012867761,0.0013664924,0.106967576,0.5134254,0.00026131526],"about_ca_topic_score_codex":0.0002733422,"about_ca_topic_score_gemma":0.00023293517,"teacher_disagreement_score":0.5027254,"about_ca_system_score_codex":0.00006304489,"about_ca_system_score_gemma":0.000009942417,"threshold_uncertainty_score":0.9978138},"labels":[],"label_agreement":null},{"id":"W3206423938","doi":"10.24908/ijesjp.v8i2.10743","title":"The Responsibility of Engineers","year":2021,"lang":"en","type":"article","venue":"International Journal of Engineering Social Justice and Peace","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Rensselaer Polytechnic Institute","keywords":"Compassion; Oppression; Context (archaeology); Action (physics); Rubric; Curriculum; Environmental ethics; Consciousness; Class (philosophy); Sociology; Politics; Engineering ethics; Political science; Law; Epistemology; Engineering; Pedagogy; History; Philosophy","score_opus":0.015811793090737537,"score_gpt":0.3277175594069827,"score_spread":0.31190576631624517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206423938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9141028,0.004790975,0.020687448,0.036112208,0.009439413,0.00012944653,0.00001362728,0.000040440733,0.014683655],"genre_scores_gemma":[0.9930385,0.0044703595,0.0006840115,0.000088827685,0.00083249924,4.8118693e-7,5.041632e-7,0.0000037541242,0.00088107464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931157,0.000054443262,0.00018402321,0.00004173648,0.00033290024,0.00007531969],"domain_scores_gemma":[0.99914426,0.00024982155,0.00009272217,0.00003165395,0.00044494527,0.000036605394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007476707,0.00003632247,0.00006988919,0.000039094233,0.00011739401,0.000052860676,0.00015049742,0.000028354036,0.000028201997],"category_scores_gemma":[0.0008832566,0.000030729156,0.00005933022,0.000077576464,0.000060637893,0.000089885405,0.000027352984,0.00009783635,8.194416e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037284158,0.0002345443,0.0007295419,0.00017123093,0.0009113691,0.00018340189,0.11930287,0.008052504,0.012468589,0.7108958,0.043412443,0.10326489],"study_design_scores_gemma":[0.0003965583,0.00002503522,0.014570474,0.000046835685,0.00013366502,0.000011295899,0.029663503,0.00038224392,0.00025639063,0.00033097283,0.95408714,0.000095883974],"about_ca_topic_score_codex":0.000025205818,"about_ca_topic_score_gemma":0.00003902373,"teacher_disagreement_score":0.9106747,"about_ca_system_score_codex":0.000052874362,"about_ca_system_score_gemma":0.00009969392,"threshold_uncertainty_score":0.12530985},"labels":[],"label_agreement":null},{"id":"W3206998227","doi":"10.1021/acsearthspacechem.1c00244","title":"The Precautionary Principle and the Environment: A Case Study of an Immediate Global Response to the Molina and Rowland Warning","year":2021,"lang":"en","type":"article","venue":"ACS Earth and Space Chemistry","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Precautionary principle; Warning system; Epistemology; Psychology; Computer science; Philosophy; Telecommunications; Biology","score_opus":0.01028001674991551,"score_gpt":0.279378377767182,"score_spread":0.2690983610172665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206998227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925494,0.0006602445,0.0000058946403,0.005895544,0.000018092771,0.00022826214,0.0000049676437,0.000006551683,0.0006310072],"genre_scores_gemma":[0.99649215,0.0010202122,0.000022217866,0.00007228902,0.000038995735,0.000015990126,0.0000010200619,0.0000022042968,0.0023349214],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99922013,0.00025408875,0.000083299994,0.0001556546,0.00016365178,0.00012317262],"domain_scores_gemma":[0.99952805,0.00015041156,0.00003961814,0.00017357548,0.00001656492,0.00009175735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009291424,0.000060292103,0.00007071957,0.0000031328289,0.00080971874,0.00008669747,0.00007119257,0.000028405724,0.000016170065],"category_scores_gemma":[0.00015990587,0.00003358985,0.000011723353,0.00006419696,0.000286791,0.00004276732,0.00015098504,0.000068078756,8.430909e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004226618,0.0009128684,0.1420239,0.00014159172,0.0003935666,0.0013878014,0.7398609,0.00079642975,0.0120957205,0.002393236,0.0012510688,0.09451629],"study_design_scores_gemma":[0.003619481,0.00017333755,0.20030813,0.000021555608,0.00010952545,0.00025785717,0.59129685,0.0005194247,0.0007897601,0.0002590224,0.20238236,0.00026267706],"about_ca_topic_score_codex":0.00052377157,"about_ca_topic_score_gemma":0.0014942336,"teacher_disagreement_score":0.20113128,"about_ca_system_score_codex":0.000009493882,"about_ca_system_score_gemma":0.000034854438,"threshold_uncertainty_score":0.62277836},"labels":[],"label_agreement":null},{"id":"W3207784930","doi":"10.1016/j.ijdrr.2021.102635","title":"The social construction of coastal risks in two different cultural contexts: A study of marine erosion and flooding in France and Canada","year":2021,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"Université de Bretagne Occidentale; Conseil Régional de Bretagne; Fondation de France","keywords":"Coastal erosion; Flooding (psychology); Worry; Geography; Context (archaeology); Coastal management; Coastal flood; Climate change; Coastal zone; Environmental planning; Socioeconomics; Environmental protection; Environmental resource management; Fishery; Sea level rise; Ecology; Environmental science; Sociology; Psychology; Archaeology","score_opus":0.019838435881741143,"score_gpt":0.34876594026195606,"score_spread":0.3289275043802149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207784930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982807,0.000070257636,0.000025349469,0.000642406,0.0007966543,0.00009171194,0.000005333879,9.775897e-7,0.000086610526],"genre_scores_gemma":[0.99866533,0.0011066807,0.000037236387,0.0000049400724,0.00013915512,0.0000018484454,0.0000012685285,0.0000021036894,0.00004145081],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998847,0.00023093834,0.0003799812,0.0000794087,0.0003959169,0.00006674046],"domain_scores_gemma":[0.9993021,0.000038260296,0.00036131227,0.000027223876,0.00024722723,0.000023858182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031892903,0.00005217081,0.00012966269,0.000069869784,0.00009918137,0.000042644893,0.00007421995,0.000016592041,0.000013501232],"category_scores_gemma":[0.00007407112,0.000039308794,0.000023767649,0.000070967144,0.00014263851,0.0001822693,0.000056974266,0.00012754052,3.0485385e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001552615,0.00020576901,0.888805,0.0000049302253,0.000065396045,0.0000065762697,0.04009284,0.0001002917,0.001135698,0.00070025783,0.00003543277,0.06869255],"study_design_scores_gemma":[0.0014751566,0.000043463515,0.78115135,0.00004547171,0.000015686182,0.000013333313,0.21662852,0.00004223574,0.00010887803,0.00031008522,0.00012901911,0.000036815643],"about_ca_topic_score_codex":0.3511875,"about_ca_topic_score_gemma":0.8195725,"teacher_disagreement_score":0.46838498,"about_ca_system_score_codex":0.00010668218,"about_ca_system_score_gemma":0.000066572065,"threshold_uncertainty_score":0.65313303},"labels":[],"label_agreement":null},{"id":"W3209011543","doi":"10.1136/bmjopen-2021-053124","title":"Palliative care for people who use substances during communicable disease epidemics and pandemics: a scoping review protocol","year":2021,"lang":"en","type":"review","venue":"BMJ Open","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; University of Ottawa; Sinai Health System; Toronto Rehabilitation Institute; Institute for Work & Health; Princess Margaret Cancer Centre; University of Toronto; University Health Network; Public Health Ontario; Bruyère; Centre for Addiction and Mental Health","funders":"Institute of Neurosciences, Mental Health and Addiction","keywords":"Medicine; Grey literature; Pandemic; Palliative care; Communicable disease; Health care; Population; Thematic analysis; Systematic review; Social media; Public health; MEDLINE; Disease; Family medicine; Environmental health; Nursing; Qualitative research; Coronavirus disease 2019 (COVID-19); Political science; Infectious disease (medical specialty); Social science","score_opus":0.36648846462927476,"score_gpt":0.5769800480828003,"score_spread":0.2104915834535256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209011543","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.342114e-7,0.6112886,0.000024772677,0.00016627525,0.000035261706,0.38791782,0.00006314345,0.000021239555,0.00048236176],"genre_scores_gemma":[4.5112035e-8,0.6018611,0.00069389143,0.00022312894,0.000055610704,0.39538136,0.000083880586,0.000020860252,0.0016801328],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.996729,0.0013384706,0.0007632422,0.0005096932,0.00030345094,0.00035613118],"domain_scores_gemma":[0.9975036,0.0006761064,0.00067828025,0.0006914888,0.000221757,0.00022878738],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018207568,0.00028977776,0.002109694,0.000047818692,0.0009638817,0.00089911075,0.00090835645,0.0001253493,0.00009277626],"category_scores_gemma":[0.0017672512,0.0002491968,0.00030535422,0.00032487017,0.00010983104,0.0007244047,0.0010203718,0.00018052028,0.000005092436],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030617295,0.000036384088,0.00087523414,0.7146981,0.00010857073,0.0000077984505,0.0082798535,0.0000013107202,3.4710197e-9,0.0021032838,0.0053637936,0.26849508],"study_design_scores_gemma":[0.00016887447,0.0000061611086,0.000037964834,0.37588578,0.0002086322,1.3838354e-7,0.0015485458,0.000001505646,3.4750811e-9,0.000017567456,0.62189895,0.00022588343],"about_ca_topic_score_codex":0.0014054569,"about_ca_topic_score_gemma":0.027078528,"teacher_disagreement_score":0.6165351,"about_ca_system_score_codex":0.00027018922,"about_ca_system_score_gemma":0.0011635955,"threshold_uncertainty_score":0.999996},"labels":[],"label_agreement":null},{"id":"W3212811074","doi":"10.1111/risa.13853","title":"Forty Years of <i>Risk Analysis</i>: A Scientometric Overview","year":2021,"lang":"en","type":"review","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dissemination; Engineering ethics; Data science; Risk analysis (engineering); Management science; Political science; Engineering; Computer science; Medicine","score_opus":0.08519471545366245,"score_gpt":0.4365706153244465,"score_spread":0.3513758998707841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212811074","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011782753,0.9938924,0.0018843265,0.000007620234,0.00015193716,0.00036893686,0.00033100456,0.000056655903,0.0031893242],"genre_scores_gemma":[0.0003942564,0.9963314,0.00054447557,0.000022299946,0.00012331118,0.00004044147,0.00035372662,0.000022698347,0.0021673844],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99354684,0.002175719,0.0011898092,0.00090146996,0.0016667027,0.00051943195],"domain_scores_gemma":[0.995865,0.00054259895,0.0018443865,0.0011594722,0.00030036108,0.0002881701],"candidate_categories":["metaepi_narrow","bibliometrics","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0045738416,0.0003574841,0.0038795585,0.009651729,0.00042075137,0.0002351074,0.00094919343,0.0003214661,0.004116463],"category_scores_gemma":[0.0010851535,0.00033184397,0.007449845,0.09249603,0.0002694915,0.00014247802,0.00026799223,0.00038813154,0.00019190676],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.04391e-7,0.00010282062,0.0032743742,0.00042902902,0.01897778,0.0000062505646,0.001145805,0.00017457966,2.5736029e-9,0.0005604627,0.00096722285,0.9743612],"study_design_scores_gemma":[0.000052317842,0.0000052687187,0.0034631016,0.0002186145,0.179236,6.176622e-8,0.0006100033,0.00005092219,8.5533145e-9,0.000029599614,0.8160554,0.00027867188],"about_ca_topic_score_codex":0.020678073,"about_ca_topic_score_gemma":0.022048777,"teacher_disagreement_score":0.97408247,"about_ca_system_score_codex":0.00032853504,"about_ca_system_score_gemma":0.0004116167,"threshold_uncertainty_score":0.99991333},"labels":[],"label_agreement":null},{"id":"W3214659931","doi":"10.4000/ebisu.6037","title":"La vie des réfugiés volontaires de l’accident nucléaire","year":2021,"lang":"fr","type":"article","venue":"Ebisu","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.03378428437177699,"score_gpt":0.3436472219749918,"score_spread":0.3098629376032148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214659931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63039374,0.0125929685,0.0007716885,0.03419337,0.0018416806,0.00015646312,0.0000047322687,0.00012456885,0.31992078],"genre_scores_gemma":[0.8207694,0.010801151,0.0010926716,0.0014506326,0.00050219946,0.000014644204,0.0000043532077,0.000016415795,0.16534849],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821424,0.0005711514,0.00018649148,0.00027028637,0.00029771833,0.0004600927],"domain_scores_gemma":[0.99940276,0.000067545945,0.00005598017,0.00020435834,0.00006332121,0.00020602031],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005907459,0.00013381835,0.00015612779,0.000035587298,0.00048622675,0.00018682014,0.00020784263,0.00015701476,0.008366502],"category_scores_gemma":[0.0001239946,0.00014626673,0.00014849601,0.0003235662,0.00053436274,0.00024597338,0.0001403389,0.00017277723,0.0016208501],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008514259,0.00031367646,0.025637096,0.000074176394,0.00007500582,0.00044114076,0.06926657,0.000046486293,0.00017058739,0.19090134,0.12686686,0.58619857],"study_design_scores_gemma":[0.00017631374,0.000023012917,0.09118244,0.00009382786,0.000047904872,0.000012906857,0.0208414,0.00004321499,0.000111860274,0.011076638,0.87622684,0.00016364116],"about_ca_topic_score_codex":0.0043654186,"about_ca_topic_score_gemma":0.031512085,"teacher_disagreement_score":0.74935997,"about_ca_system_score_codex":0.00039742715,"about_ca_system_score_gemma":0.00026737034,"threshold_uncertainty_score":0.9991565},"labels":[],"label_agreement":null},{"id":"W3215288638","doi":"10.3390/su132313188","title":"The Landscape of Risk Perception Research: A Scientometric Analysis","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canada Research Chairs","keywords":"Risk governance; Data science; Risk perception; Natural hazard; Focus group; Thematic analysis; Bibliometrics; Scientometrics; Perception; Corporate governance; Geography; Knowledge management; Qualitative research; Psychology; Sociology; Computer science; Business; Social science; Marketing; World Wide Web","score_opus":0.05429217728800833,"score_gpt":0.43451948637851706,"score_spread":0.3802273090905087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215288638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777345,0.00013472085,0.0005501733,0.0042262254,0.000088219356,0.00024895565,0.000004342336,0.000027941696,0.01698494],"genre_scores_gemma":[0.99409807,0.0008635889,0.000075078446,0.000012917141,0.0000483985,0.000016200078,0.0000036470137,0.0000022671734,0.0048798635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962754,0.0019918066,0.00018957169,0.0002558538,0.00093079224,0.00035657917],"domain_scores_gemma":[0.9958147,0.00065801793,0.00006402627,0.00046096975,0.0029111237,0.00009118939],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.012108189,0.0000456616,0.000115734765,0.0006634687,0.0015243723,0.00015008893,0.00026267697,0.00004571288,0.0008291226],"category_scores_gemma":[0.014043739,0.00003394075,0.00016575912,0.014617407,0.0008275436,0.000100226425,0.00014782215,0.00015507638,0.000015021802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032431235,0.00026866668,0.6835747,0.000036432244,0.00012822884,0.000003865126,0.05560966,0.00023376883,0.000011807234,0.061893594,0.0038101985,0.19439669],"study_design_scores_gemma":[0.000066933164,0.000014017799,0.7299506,6.879384e-7,0.000058080783,2.323465e-8,0.18965253,0.00014153589,0.0000025108757,0.015111772,0.064964,0.000037279122],"about_ca_topic_score_codex":0.005415806,"about_ca_topic_score_gemma":0.012902529,"teacher_disagreement_score":0.19435942,"about_ca_system_score_codex":0.00063099456,"about_ca_system_score_gemma":0.0006296125,"threshold_uncertainty_score":0.9997755},"labels":[],"label_agreement":null},{"id":"W4200217507","doi":"10.1007/s13280-021-01671-2","title":"Chemical risk governance: Exploring stakeholder participation in Canada, the USA, and the EU","year":2021,"lang":"en","type":"article","venue":"AMBIO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Carleton University; Environment and Climate Change Canada; McGill University","funders":"Genome Prairie; McGill University; Génome Québec; University of Saskatchewan; Environment and Climate Change Canada; Genome Canada; Government of Canada","keywords":"Stakeholder; Risk governance; Corporate governance; Government (linguistics); Risk management; Stakeholder engagement; Relevance (law); Business; Risk assessment; Public relations; Environmental resource management; Political science; Economics; Management","score_opus":0.09478210515957024,"score_gpt":0.29905466636482914,"score_spread":0.20427256120525888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200217507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808712,0.000091573376,0.0000066352372,0.011557313,0.00013489209,0.00008527163,0.0000017400839,0.000003550778,0.007247805],"genre_scores_gemma":[0.9964685,0.0015883164,0.000010222965,0.00081005914,0.00005611606,0.000038011975,5.740412e-7,0.0000018523924,0.0010263905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993754,0.00014703201,0.00007760147,0.00008638266,0.00019057683,0.00012301099],"domain_scores_gemma":[0.999763,0.000076314616,0.000030438421,0.00008941861,0.000015500631,0.000025338455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037870294,0.00003107327,0.000048580074,0.0000028420977,0.00018084176,0.000042133397,0.000068958565,0.000010687324,0.00025047947],"category_scores_gemma":[0.00013080088,0.000019327283,0.000011547668,0.000107994165,0.000105656225,0.00006996814,0.00003521218,0.000071202354,0.000009086536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050927196,0.00007590417,0.45064995,0.000011413674,0.00004212821,0.000023153136,0.1025843,0.00018915403,0.0002857706,0.19752365,0.03164877,0.21691489],"study_design_scores_gemma":[0.0003982114,0.0000013119968,0.7703557,0.000006676441,0.000011590355,1.6344012e-7,0.015844794,0.000084759966,0.00021483701,0.0002814845,0.21274288,0.00005756818],"about_ca_topic_score_codex":0.94388634,"about_ca_topic_score_gemma":0.9946067,"teacher_disagreement_score":0.31970578,"about_ca_system_score_codex":0.00013412866,"about_ca_system_score_gemma":0.00014757644,"threshold_uncertainty_score":0.27425745},"labels":[],"label_agreement":null},{"id":"W4200564747","doi":"10.5539/jfr.v11n1p1","title":"Risk Communication under Conflicting Information: The Role of Confidence in Subjective Risk Assessment","year":2021,"lang":"en","type":"article","venue":"Journal of Food Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Risk assessment; Consumer confidence index; Confidence interval; Risk perception; Actuarial science; Consumption (sociology); Low Confidence; Value (mathematics); Business; Psychology; Environmental health; Marketing; Medicine; Economics; Statistics; Social psychology; Perception","score_opus":0.07530304619421363,"score_gpt":0.46330753827765975,"score_spread":0.3880044920834461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200564747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.891344,0.0008711939,0.0012652588,0.0063854437,0.00009855658,0.00028360132,0.000004995325,0.000004620441,0.09974232],"genre_scores_gemma":[0.9920583,0.0074006594,0.00036386537,0.000042201267,0.000041302283,0.0000044675667,6.0459394e-7,0.00000185002,0.000086755725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99601185,0.0024217584,0.00037301818,0.00004543197,0.0009917802,0.00015613073],"domain_scores_gemma":[0.99713814,0.0008052206,0.00039082274,0.00018199044,0.001433585,0.000050227693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01027478,0.000035250396,0.0001044445,0.00016915772,0.00049881946,0.00013636299,0.00036236426,0.000041706742,0.00015579327],"category_scores_gemma":[0.0012208677,0.000026066997,0.000054474345,0.00055838993,0.00025335472,0.00051138917,0.00011494778,0.00074252475,0.0000064574097],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013615421,0.00040801943,0.09861116,0.00002954582,0.0002779038,0.0000048649163,0.29154363,0.003172588,0.0010524424,0.46387973,0.0014736514,0.1394103],"study_design_scores_gemma":[0.00066057424,0.00024789246,0.28837693,0.00010257991,0.000019881149,0.0000035966782,0.5855097,0.0004970875,0.0012073688,0.049554925,0.07374943,0.00007001398],"about_ca_topic_score_codex":0.0029206632,"about_ca_topic_score_gemma":0.004853271,"teacher_disagreement_score":0.4143248,"about_ca_system_score_codex":0.00021159,"about_ca_system_score_gemma":0.0005678929,"threshold_uncertainty_score":0.44151884},"labels":[],"label_agreement":null},{"id":"W4206640747","doi":"10.1088/0952-4746/26/3/e03","title":"A Cautionary Tale","year":2006,"lang":"en","type":"editorial","venue":"Journal of Radiological Protection","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Nuclear Waste Management Organization","keywords":"Computer science","score_opus":0.023499779109305393,"score_gpt":0.3158735235205645,"score_spread":0.29237374441125913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206640747","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007370217,0.00040233912,0.0077974657,0.0013600935,0.97181183,0.00046175934,0.000008452817,0.00006141842,0.0173596],"genre_scores_gemma":[0.0068379035,0.0014273917,0.00037432637,0.000033452845,0.98241276,0.000018720399,0.000013893488,0.00000993198,0.008871603],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977436,0.00055817317,0.00045637364,0.00015223258,0.0008914653,0.0001981533],"domain_scores_gemma":[0.9986698,0.0001363004,0.0006635578,0.00007842123,0.0003613531,0.00009058397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018801662,0.00012649005,0.00031129204,0.00017242982,0.00035761556,0.00006889563,0.00024701183,0.0008094484,0.00036287034],"category_scores_gemma":[0.001331732,0.00009512965,0.00025586743,0.00016871709,0.00021339594,0.00016512744,0.000025595804,0.0010317108,0.0000406922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056798326,0.00006062305,0.0000029504965,0.0000109269895,0.000020536341,0.00002460402,0.00018120259,0.00008105338,0.00003389337,0.00022324604,0.99302095,0.006283191],"study_design_scores_gemma":[0.00022968705,0.00032842593,0.00017534272,0.000032621167,0.000036234913,0.0000074108225,0.00020006081,0.0000071567856,8.564856e-7,0.0023957384,0.99647576,0.00011069588],"about_ca_topic_score_codex":0.0006464789,"about_ca_topic_score_gemma":0.00010943101,"teacher_disagreement_score":0.010600927,"about_ca_system_score_codex":0.0005929756,"about_ca_system_score_gemma":0.0002646077,"threshold_uncertainty_score":0.62432075},"labels":[],"label_agreement":null},{"id":"W4210460972","doi":"10.1111/risa.13892","title":"Trade‐offs and the precautionary principle: A lexicographic utility approach","year":2022,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Precautionary principle; Lexicographical order; Interpretation (philosophy); Irrational number; Expected utility hypothesis; Risk analysis (engineering); Economics; Computer science; Mathematical economics; Business; Mathematics","score_opus":0.022815211820949678,"score_gpt":0.29759354701799506,"score_spread":0.27477833519704536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210460972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8497363,0.0019703924,0.011683424,0.012559596,0.00018586952,0.0013686494,0.00009611032,0.00028059763,0.12211907],"genre_scores_gemma":[0.9954412,0.0019326536,0.00018907235,0.00020862541,0.00004065655,0.00014385686,0.000022010967,0.0000035329315,0.0020184005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749494,0.0013893573,0.00016523933,0.0002690637,0.0005022501,0.00017917015],"domain_scores_gemma":[0.999471,0.00008914152,0.00010024964,0.00025512284,0.000013442994,0.00007104538],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002851432,0.00007397939,0.00017655238,0.00020802738,0.0022683786,0.00006688874,0.00024411555,0.000025795767,0.0013059214],"category_scores_gemma":[0.000053192387,0.000055288318,0.0002792626,0.00206084,0.0005034228,0.00006996188,0.0001476901,0.00018643115,0.0000039382094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023606284,0.0007567455,0.43177748,0.000017979022,0.003743365,0.0000034938969,0.14074819,0.007795325,0.0000016766217,0.3093603,0.0079521835,0.097607195],"study_design_scores_gemma":[0.0005297414,0.000012368116,0.4971018,3.6167387e-7,0.001772891,3.651883e-7,0.030908007,0.040295318,1.0754574e-7,0.0035585728,0.4256797,0.00014073747],"about_ca_topic_score_codex":0.004990572,"about_ca_topic_score_gemma":0.0014152726,"teacher_disagreement_score":0.41772753,"about_ca_system_score_codex":0.000048966427,"about_ca_system_score_gemma":0.000033426946,"threshold_uncertainty_score":0.999607},"labels":[],"label_agreement":null},{"id":"W4210515130","doi":"10.4000/vertigo.33178","title":"Un avenir post-nucléaire ? Les atermoiements des acteurs du territoire de Trino (Italie) en contexte de démantèlement","year":2021,"lang":"fr","type":"article","venue":"VertigO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.01669093718215256,"score_gpt":0.27567498103939997,"score_spread":0.2589840438572474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210515130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96141034,0.0025984389,0.0014489575,0.020656303,0.0011434461,0.00035233796,0.000052979223,0.0001112145,0.012225958],"genre_scores_gemma":[0.9429436,0.008952306,0.0018958887,0.002621327,0.00047588407,0.00004422228,0.000039759045,0.00003580953,0.042991247],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968301,0.00094198756,0.00040799996,0.00046607436,0.0004713276,0.0008825158],"domain_scores_gemma":[0.99898,0.00007423389,0.000117623924,0.00030710717,0.00016146633,0.00035959342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006925916,0.0002852607,0.00028266473,0.00007020481,0.0010117337,0.00023796572,0.0004158928,0.00020103823,0.00485966],"category_scores_gemma":[0.00015197595,0.00030990056,0.00025128256,0.0002881478,0.00052387663,0.00036364427,0.00027222,0.00019524153,0.0003755316],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009576813,0.0011385349,0.1473403,0.00026957624,0.0004626439,0.00064642285,0.12263202,0.00006407441,0.008496924,0.049998213,0.018623324,0.6502322],"study_design_scores_gemma":[0.0010848879,0.00014354661,0.19723904,0.00023829505,0.00016928764,0.000017360446,0.022391208,0.00016970353,0.0022523052,0.002057259,0.77383626,0.00040086432],"about_ca_topic_score_codex":0.006359121,"about_ca_topic_score_gemma":0.009143683,"teacher_disagreement_score":0.7552129,"about_ca_system_score_codex":0.0011709315,"about_ca_system_score_gemma":0.0003283372,"threshold_uncertainty_score":0.9999353},"labels":[],"label_agreement":null},{"id":"W4210670875","doi":"10.1080/00295450.2021.1996842","title":"Risk, “Radiophobia,” and Social Learning: Applying Lessons from the Literature","year":2022,"lang":"en","type":"article","venue":"Nuclear Technology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; University of Saskatchewan","funders":"","keywords":"Public engagement; Public relations; Public opinion; Social learning; Energy (signal processing); Divergence (linguistics); Best practice; Political science; Psychology; Pedagogy","score_opus":0.015181422422941526,"score_gpt":0.28124496970576196,"score_spread":0.26606354728282045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210670875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88885164,0.00037601517,0.000017843735,0.099289946,0.00023588711,0.00030170786,0.00002031242,0.00056984747,0.010336779],"genre_scores_gemma":[0.9969157,0.0005792264,0.00014166893,0.0007915249,0.0001225003,0.00004671942,0.0000058338173,0.0000129698965,0.0013838783],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999072,0.00027410878,0.00007652979,0.00020268012,0.00018070766,0.00019397607],"domain_scores_gemma":[0.9997386,0.000041914493,0.00006721699,0.00011752159,0.000015600239,0.000019200594],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037324455,0.00006354387,0.00008883752,0.000080490536,0.0039172205,0.00009132253,0.0003337603,0.00011095351,0.0009331392],"category_scores_gemma":[0.000062683095,0.000056544122,0.000035387988,0.00039438208,0.00035397432,0.00004459806,0.0003261786,0.0007599786,0.000049320028],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023493007,0.00005906278,0.0056761545,0.000003252313,0.00004879375,0.000015820637,0.17089137,0.00001938345,0.0006872074,0.44166523,0.043891765,0.33701846],"study_design_scores_gemma":[0.00012044482,0.000021488038,0.0037270333,0.0000015275311,0.000011395543,0.0000010305369,0.09527475,0.000034061744,6.4190203e-7,0.0056810193,0.89506257,0.00006407083],"about_ca_topic_score_codex":0.000878239,"about_ca_topic_score_gemma":0.00030445066,"teacher_disagreement_score":0.8511708,"about_ca_system_score_codex":0.00006909472,"about_ca_system_score_gemma":0.000013692612,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W4210674842","doi":"10.4000/vertigo.33016","title":"Déconstruire l’héritage nucléaire : le démantèlement des installations du Commissariat à l’Énergie Atomique","year":2021,"lang":"fr","type":"article","venue":"VertigO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.035461278541395115,"score_gpt":0.27957315709318337,"score_spread":0.24411187855178826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210674842","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42631474,0.0044408776,0.0076642665,0.08141103,0.002587173,0.00046941056,0.000059611302,0.00023505073,0.47681785],"genre_scores_gemma":[0.9229304,0.012302366,0.0035754528,0.0016128133,0.00045300904,0.000029363495,0.000043772667,0.000029794937,0.059023008],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771535,0.00048990344,0.00041790295,0.00043294294,0.00037578866,0.00056810287],"domain_scores_gemma":[0.9989277,0.000070574155,0.00010615736,0.00039240692,0.00020485335,0.00029832486],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038102915,0.00023793538,0.00026573366,0.00007528885,0.0014853558,0.00023450489,0.000293785,0.00019495923,0.006647312],"category_scores_gemma":[0.00010851379,0.00027833055,0.00022490502,0.0006758641,0.00088934746,0.00055615325,0.00027578662,0.00020291406,0.00056854036],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007822483,0.00046345993,0.013688649,0.00007769924,0.00011371331,0.00010136907,0.013543684,0.00017332564,0.0004704837,0.87478644,0.06065101,0.035922326],"study_design_scores_gemma":[0.000658904,0.000033556524,0.015125012,0.00013157455,0.0000734998,0.000007775197,0.025251448,0.0005624275,0.00030202436,0.011196783,0.94632417,0.00033279732],"about_ca_topic_score_codex":0.0040699393,"about_ca_topic_score_gemma":0.020124942,"teacher_disagreement_score":0.88567317,"about_ca_system_score_codex":0.00040581322,"about_ca_system_score_gemma":0.000615615,"threshold_uncertainty_score":0.99996686},"labels":[],"label_agreement":null},{"id":"W4210735695","doi":"10.4000/vertigo.33214","title":"Matières à scandales ou matières recyclables ?Trois décennies de débats sur la libération des déchets nucléaires de très faible activité (TFA)","year":2021,"lang":"fr","type":"article","venue":"VertigO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Forestry; Political science; Art; Geography","score_opus":0.03475073931843107,"score_gpt":0.29879028679049185,"score_spread":0.26403954747206076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210735695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9345825,0.008824274,0.0048864963,0.02110735,0.00095883984,0.00032034362,0.000038468363,0.00025776608,0.029024001],"genre_scores_gemma":[0.8408591,0.03417304,0.014852016,0.000979935,0.0006352587,0.000076770026,0.00003615891,0.00006675778,0.10832095],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99642265,0.0012185004,0.0004181072,0.00050896837,0.00055985025,0.00087190315],"domain_scores_gemma":[0.99850404,0.00048663368,0.00016892288,0.0003452598,0.00019767246,0.00029749452],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008061583,0.00033619913,0.00037954372,0.00012199363,0.00088442996,0.0007426348,0.00035432537,0.00031927798,0.0013749477],"category_scores_gemma":[0.0006636591,0.00036236498,0.00022749495,0.00066580594,0.0007474644,0.0013101343,0.00017020354,0.00024283463,0.00018960692],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015405583,0.0012223012,0.11217345,0.001003293,0.00043354894,0.00019462264,0.13959904,0.0019892782,0.016358135,0.17995292,0.26394567,0.28297368],"study_design_scores_gemma":[0.00058138144,0.00008047954,0.10323189,0.0006029662,0.00014397896,0.000016448346,0.01071171,0.0014707675,0.007721483,0.014820238,0.86010754,0.00051109004],"about_ca_topic_score_codex":0.010870451,"about_ca_topic_score_gemma":0.05749732,"teacher_disagreement_score":0.5961619,"about_ca_system_score_codex":0.0005224654,"about_ca_system_score_gemma":0.0006593156,"threshold_uncertainty_score":0.9998828},"labels":[],"label_agreement":null},{"id":"W4210788659","doi":"10.33774/apsa-2022-8mqdn","title":"Campus Fossil Fuel Divestment (CFFD) Counter-Repertoires","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto Scarborough; University of Toronto","keywords":"Divestment; Status quo; Politics; Repertoire; Political science; Social movement; Contentious politics; Public relations; Sociology; Law","score_opus":0.036130652258110664,"score_gpt":0.3494224482904008,"score_spread":0.3132917960322901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210788659","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019065997,0.0008204706,0.0005455052,0.00922973,0.0042442367,0.0010901928,0.000038725582,0.00048942,0.96447575],"genre_scores_gemma":[0.5165342,0.007161528,0.001045387,0.0037859017,0.00072264136,0.0006904222,0.00008182896,0.000036187488,0.4699419],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742615,0.00030570742,0.00029693183,0.0005956032,0.0009794649,0.00039611748],"domain_scores_gemma":[0.99902,0.000044578857,0.00016148263,0.0005377862,0.00006941011,0.0001667518],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00074692484,0.0002319453,0.00026219807,0.00012801624,0.0008280638,0.0003298629,0.0007784025,0.00016051019,0.038595334],"category_scores_gemma":[0.000055911485,0.0002163054,0.00019638987,0.00012030044,0.00024104414,0.00008913231,0.0017528791,0.00040020596,0.00027407726],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003451505,0.00059441995,0.0027063065,0.00018648764,0.00027477078,0.00006367061,0.09992588,0.00078064384,0.000014392136,0.2211924,0.5990646,0.07516192],"study_design_scores_gemma":[0.00014808115,0.000024373536,0.0031127348,0.000014465312,0.00003468672,1.8432422e-7,0.01921332,0.00004156279,9.2361904e-7,0.008081787,0.96904075,0.00028712704],"about_ca_topic_score_codex":0.02992242,"about_ca_topic_score_gemma":0.0129755335,"teacher_disagreement_score":0.49746817,"about_ca_system_score_codex":0.0007619544,"about_ca_system_score_gemma":0.00031622374,"threshold_uncertainty_score":0.9765374},"labels":[],"label_agreement":null},{"id":"W4213175702","doi":"10.1111/risa.13893","title":"The ethical dilemmas of risky decisions","year":2022,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Peace Arch Hospital","funders":"","keywords":"Utilitarianism; Ethical dilemma; Population; Hippocratic Oath; Social dilemma; Dilemma; Persuasion; Law and economics; State (computer science); Pessimism; Political science; Deontological ethics; Business; Public relations; Economics; Psychology; Law; Social psychology; Sociology; Computer science","score_opus":0.02801415941921412,"score_gpt":0.35003109808196947,"score_spread":0.3220169386627554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213175702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8258808,0.0007376084,0.026020123,0.034916174,0.0006444443,0.0005328634,0.00011721654,0.00016386542,0.11098686],"genre_scores_gemma":[0.991288,0.0036981709,0.00020065704,0.00017207081,0.000036651218,0.000026053918,0.0000047716176,0.000002946513,0.004570695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978456,0.000932579,0.00020281813,0.0001380321,0.00072340574,0.00015758576],"domain_scores_gemma":[0.99888176,0.000587076,0.00013301568,0.00027880233,0.00005589424,0.00006347954],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028679168,0.000044300472,0.00013102771,0.00015070036,0.0027012671,0.000039889404,0.0003834396,0.000037774884,0.0032593065],"category_scores_gemma":[0.0005290712,0.000032231357,0.00031057902,0.0017951516,0.00020617117,0.00002286008,0.00016806941,0.0003008439,0.00004224394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006683313,0.00028248786,0.11974054,0.0000015613447,0.0026379821,0.0000061521237,0.05495517,0.032948356,0.00002083303,0.3975225,0.10807637,0.2837412],"study_design_scores_gemma":[0.00007089408,0.000013339215,0.03834678,3.9410455e-7,0.0007355288,2.6555446e-8,0.019883843,0.0016933816,0.0000010634232,0.0045676907,0.93463033,0.00005671418],"about_ca_topic_score_codex":0.011025878,"about_ca_topic_score_gemma":0.01697689,"teacher_disagreement_score":0.826554,"about_ca_system_score_codex":0.00006935782,"about_ca_system_score_gemma":0.000045526573,"threshold_uncertainty_score":0.9985971},"labels":[],"label_agreement":null},{"id":"W4220751882","doi":"10.1088/1361-6498/ac5816","title":"Demonstrating the use of a framework for risk-informed decisions with stakeholder engagement through case studies for NORM and nuclear legacy sites","year":2022,"lang":"en","type":"article","venue":"Journal of Radiological Protection","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cameco (Canada)","funders":"International Atomic Energy Agency; Javna Agencija za Raziskovalno Dejavnost RS; Swedish National Space Agency; University of Cambridge","keywords":"Environmental planning; Context (archaeology); Stakeholder; Stakeholder engagement; Radioactive waste; Uranium mining; Business; Environmental resource management; Risk assessment; High-level waste; Agency (philosophy); Radiological weapon; Risk analysis (engineering); Computer science; Environmental science; Engineering; Political science; Waste management; Uranium; Geography; Computer security; Sociology","score_opus":0.4701481981261339,"score_gpt":0.4109396315877434,"score_spread":0.05920856653839052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220751882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8524503,0.00010591548,0.14389743,0.00198413,0.0001246647,0.0013789536,0.00000786296,0.0000121851435,0.000038551425],"genre_scores_gemma":[0.9213142,0.0005948878,0.07762782,0.00019736857,0.00011784512,0.00012115499,3.041009e-7,0.0000044472436,0.000021966118],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9988987,0.00034704636,0.0003085388,0.00009270291,0.00022343502,0.00012960739],"domain_scores_gemma":[0.9976517,0.0015609266,0.0005245199,0.00006230363,0.00016747911,0.00003304765],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016478465,0.00006739112,0.00017439382,0.000043468102,0.0021540169,0.00007562986,0.00008428894,0.000038108246,0.000031851403],"category_scores_gemma":[0.003733994,0.000036615736,0.00008639933,0.00014198749,0.00021145889,0.00032894802,0.000044342134,0.00030822982,9.2690925e-8],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064620343,0.00091454893,0.002239883,0.00019783838,0.001783955,0.00015694361,0.35754952,0.039262973,0.00095294864,0.19063872,0.015339736,0.3845009],"study_design_scores_gemma":[0.0019033344,0.007462,0.0020544732,0.00009256838,0.00033578917,0.0005471991,0.6248531,0.0019388068,0.000015055204,0.03408301,0.32647237,0.00024229617],"about_ca_topic_score_codex":0.00006821881,"about_ca_topic_score_gemma":0.0001216746,"teacher_disagreement_score":0.3842586,"about_ca_system_score_codex":0.00011630725,"about_ca_system_score_gemma":0.00003963845,"threshold_uncertainty_score":0.99914503},"labels":[],"label_agreement":null},{"id":"W4224080461","doi":"10.1177/15593258221088428","title":"Addressing Risk Perceptions of Low-Dose Radiation Exposure","year":2022,"lang":"en","type":"article","venue":"Dose-Response","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Focus group; Public relations; Political science; Public policy; Perception; Public engagement; Process (computing); Risk communication; Business; Psychology; Marketing; Computer science; Risk analysis (engineering)","score_opus":0.039604560124686085,"score_gpt":0.34854264575285143,"score_spread":0.3089380856281653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224080461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99439615,0.00009243302,0.00023329146,0.0017537399,0.0004437289,0.00034461328,0.00006777999,0.00010427219,0.0025639802],"genre_scores_gemma":[0.9930538,0.00017670871,0.00017984303,0.00023466509,0.00010288909,0.00008112396,0.000013779754,0.0000133436415,0.006143838],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99584943,0.0028753951,0.00024832375,0.00021383313,0.00057409954,0.00023891803],"domain_scores_gemma":[0.9991503,0.00026947138,0.00017448413,0.00025043963,0.000053964104,0.000101347796],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033848996,0.000092749164,0.00013101035,0.00022333038,0.0014152072,0.000055898723,0.0002555023,0.00004813226,0.0072437534],"category_scores_gemma":[0.0004910706,0.000103597544,0.00012183137,0.00046618687,0.00016754304,0.00017974043,0.00010792005,0.00018255145,0.000112956586],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0134643335,0.0013958332,0.034895618,0.000046672645,0.00013063176,0.000037369042,0.5296135,0.012102526,0.055567663,0.005312309,0.06670935,0.28072417],"study_design_scores_gemma":[0.0009892129,0.0002114482,0.6259097,0.000010694573,0.00003585441,8.679226e-7,0.07265107,0.00036696385,0.000052113566,0.00021118864,0.29935443,0.00020646071],"about_ca_topic_score_codex":0.0007884275,"about_ca_topic_score_gemma":0.00019694272,"teacher_disagreement_score":0.5910141,"about_ca_system_score_codex":0.0002649581,"about_ca_system_score_gemma":0.00018718839,"threshold_uncertainty_score":0.99988484},"labels":[],"label_agreement":null},{"id":"W4229917022","doi":"10.1503/cmaj.050089","title":"Le Protocole de Kyoto : en vigueur?","year":2005,"lang":"fr","type":"article","venue":"Canadian Medical Association Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.008343297828221628,"score_gpt":0.2869259258547353,"score_spread":0.2785826280265137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229917022","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006366949,0.0003527013,0.00058347697,0.7440854,0.0018108515,0.0010114609,0.000011718797,0.000028805664,0.24574865],"genre_scores_gemma":[0.34614688,0.004387967,0.0023069042,0.15450168,0.043136865,0.00051963114,0.000009922019,0.00007150194,0.44891867],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958361,0.0011717391,0.00042260115,0.00016112598,0.0015062689,0.0009022087],"domain_scores_gemma":[0.9964278,0.0001069624,0.0002105032,0.00008184767,0.00023515271,0.0029377518],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006188127,0.00012254996,0.00017578536,0.000146221,0.00095629116,0.0002495356,0.00041132822,0.000594917,0.032429874],"category_scores_gemma":[0.0012244383,0.00014004057,0.00014346723,0.00034050547,0.0001337539,0.0003846229,0.000022044625,0.001021738,0.00256297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000018920969,0.00006132775,0.0040867464,0.0000063021857,0.00004864834,0.00008029821,0.00678048,0.00003447271,0.0000012284042,0.029280594,0.62746155,0.33215648],"study_design_scores_gemma":[0.0005471156,0.00002829783,0.007822747,0.000066541834,0.000018138197,0.000036752048,0.0030554135,0.0005002431,0.0000015545897,0.00069333526,0.9870759,0.00015395205],"about_ca_topic_score_codex":0.050588448,"about_ca_topic_score_gemma":0.628483,"teacher_disagreement_score":0.5895837,"about_ca_system_score_codex":0.0052537574,"about_ca_system_score_gemma":0.011234635,"threshold_uncertainty_score":0.9985649},"labels":[],"label_agreement":null},{"id":"W4232397671","doi":"10.1515/iupac.81.0621","title":"National Academy of Sciences (NAS) Paradigm of Risk Assessment","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Glossary; Ecotoxicology; Environmental risk assessment; Risk assessment; Relation (database); Computer science; Data science; Ecology; Biology; Data mining; Philosophy; Linguistics","score_opus":0.043057753389911864,"score_gpt":0.5049664000163966,"score_spread":0.46190864662648473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232397671","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023292725,0.00013499237,0.0002029462,0.001759787,0.0002372819,0.00028784442,0.9950451,0.000020950578,0.002078126],"genre_scores_gemma":[0.0071521043,0.027748706,0.0007678125,0.0004442876,0.0013791302,0.000029628323,0.9617705,0.000022256007,0.00068562507],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99511045,0.0003509332,0.00056999177,0.0003629696,0.0033121638,0.00029351204],"domain_scores_gemma":[0.9984077,0.00024809095,0.0007821523,0.000112528425,0.00034243002,0.00010704774],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004231622,0.00019187105,0.00044202353,0.0003444763,0.00034100804,0.000041729687,0.0007136869,0.00024952926,0.0034959337],"category_scores_gemma":[0.0007293395,0.00014732897,0.0001644379,0.0003933479,0.0013312933,0.00017648329,0.00013927667,0.0002619997,0.0000014823144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001814248,0.00016740867,0.000055719527,0.00004182887,0.00005294192,4.727907e-7,0.00016216254,0.000014486029,0.000003400658,0.011450274,0.9848418,0.0031913666],"study_design_scores_gemma":[0.00037257414,0.00007352662,0.0012930976,0.00015558014,0.000064139975,2.1062807e-7,0.00039920292,0.0000070901447,0.000003540774,0.0071035936,0.9903593,0.00016812672],"about_ca_topic_score_codex":0.0011197291,"about_ca_topic_score_gemma":0.0011653792,"teacher_disagreement_score":0.033274695,"about_ca_system_score_codex":0.00042615883,"about_ca_system_score_gemma":0.0015140845,"threshold_uncertainty_score":0.997415},"labels":[],"label_agreement":null},{"id":"W4232507877","doi":"10.1002/9780470061596.risk0012","title":"Stakeholder Participation in Risk Management Decision Making","year":2008,"lang":"en","type":"other","venue":"Encyclopedia of Quantitative Risk Analysis and Assessment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Stakeholder; Stakeholder analysis; Business; Process (computing); Risk management; Stakeholder engagement; Community participation; Stakeholder management; Process management; Public relations; Political science; Computer science; Sociology; Socioeconomics","score_opus":0.047509493976604054,"score_gpt":0.41157934693537,"score_spread":0.364069852958766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232507877","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014410264,0.0012653676,0.062766716,0.000045784887,0.00017996613,0.00068593497,0.00008402554,0.000050744173,0.9205112],"genre_scores_gemma":[0.12909971,0.6737115,0.09853795,0.000029529432,0.000098497,0.0001283579,0.000058468737,0.00010561035,0.09823039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705225,0.00076083397,0.00060129224,0.0005191742,0.0007670417,0.00029938237],"domain_scores_gemma":[0.9984497,0.00024365212,0.00088215293,0.00028162473,0.000057525307,0.00008538079],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012728873,0.00024898953,0.0006342562,0.0014826222,0.00023489141,0.000046349716,0.00018210887,0.00014121745,0.0016883498],"category_scores_gemma":[0.00008797092,0.00022979362,0.00021107866,0.0013229348,0.0002213976,0.000103835184,0.00009106062,0.00023985512,0.000019560082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031994892,0.000585421,0.50217336,0.000076159675,0.0024007973,0.000026196392,0.012435715,0.0009111821,1.1832571e-7,0.02970747,0.049330413,0.4023212],"study_design_scores_gemma":[0.0003657491,0.00005152448,0.5374636,0.00016198527,0.0015163556,2.0436818e-8,0.007597894,0.00057208823,7.373902e-8,0.0009944277,0.45099768,0.00027857625],"about_ca_topic_score_codex":0.009695041,"about_ca_topic_score_gemma":0.056696054,"teacher_disagreement_score":0.8222808,"about_ca_system_score_codex":0.000130628,"about_ca_system_score_gemma":0.0000589952,"threshold_uncertainty_score":0.99922425},"labels":[],"label_agreement":null},{"id":"W4233892472","doi":"10.1007/978-3-319-52515-0_10","title":"Risk","year":2017,"lang":"en","type":"book-chapter","venue":"Studies in applied philosophy, epistemology and rational ethics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Risk analysis (engineering); Equity (law); Individualism; Collectivism; Actuarial science; Value (mathematics); Management science; Computer science; Engineering; Economics; Business; Political science; Law","score_opus":0.1849673278683588,"score_gpt":0.41999524424629175,"score_spread":0.23502791637793297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233892472","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012041046,0.0019263069,0.00003782493,0.020539867,0.0009945171,0.00045592856,0.000031859392,0.000037423153,0.97596425],"genre_scores_gemma":[0.16208915,0.16193086,0.0007588963,0.0035230513,0.0028837626,0.00014371623,0.000078126875,0.00004822423,0.66854423],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983934,0.00016024904,0.00035346384,0.00045539945,0.0004239904,0.00021346756],"domain_scores_gemma":[0.9983186,0.0008305603,0.00036538605,0.00027085593,0.00014977499,0.00006478343],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0021928404,0.00024852503,0.00045446987,0.00014112594,0.0022935786,0.00003479453,0.00025716276,0.0009393383,0.00017136053],"category_scores_gemma":[0.00042920542,0.0002412512,0.000072867784,0.000014559074,0.004816349,0.000043501317,0.00023159357,0.001460387,0.00014336249],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028327113,0.000010578403,0.000037443286,0.000083396815,0.00014097447,0.000012939202,0.009994874,0.0000068057107,2.1731012e-7,0.98603284,0.0021946512,0.0014569338],"study_design_scores_gemma":[0.00017442854,0.000014723713,0.00014334831,0.00005894556,0.00003714228,8.7454123e-7,0.00037057075,9.49992e-7,6.200549e-8,0.64029384,0.35874262,0.00016250307],"about_ca_topic_score_codex":0.00011559887,"about_ca_topic_score_gemma":0.0034852836,"teacher_disagreement_score":0.35654798,"about_ca_system_score_codex":0.00015274805,"about_ca_system_score_gemma":0.00023361035,"threshold_uncertainty_score":0.9990053},"labels":[],"label_agreement":null},{"id":"W4234186961","doi":"10.32920/ryerson.14663277","title":"Drinking water quality and trust : communities and risk information","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Perception; Government (linguistics); Risk perception; Business; Risk communication; Water quality; Quality (philosophy); Water source; Environmental health; Environmental planning; Psychology; Geography; Water resource management; Medicine; Environmental science; Risk analysis (engineering)","score_opus":0.0659070867560272,"score_gpt":0.34958294415182467,"score_spread":0.2836758573957975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234186961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88892746,0.000037770333,0.0016161646,0.0013159188,0.00018866424,0.00017694289,0.000003112391,0.00006711257,0.107666865],"genre_scores_gemma":[0.98556376,0.011831821,0.00061889255,0.00043585344,0.000040180577,0.000014372686,0.00007131294,0.000002402759,0.0014214107],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99905705,0.0003803801,0.00018746892,0.00007435176,0.00018277648,0.00011799076],"domain_scores_gemma":[0.9996385,0.00003243441,0.00006692172,0.00015413732,0.00006165113,0.000046377198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012501309,0.00007800075,0.00012549547,0.00005560631,0.00054729177,0.000714267,0.00009477692,0.00010978512,0.0007986205],"category_scores_gemma":[0.00002446816,0.000061283914,0.000026557896,0.000019699897,0.0001752612,0.00035176342,0.00071745255,0.00021937287,0.000009765866],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053034164,0.000016623238,0.0682176,0.00015325414,0.000057101166,2.957754e-7,0.80490714,0.000029450533,0.000002489096,0.02202005,0.00064065104,0.10395003],"study_design_scores_gemma":[0.00019560185,0.000006563359,0.1896115,0.00004831347,0.000040742383,1.7840749e-7,0.6061556,0.00021233388,0.0000128806505,0.0047076778,0.19874741,0.00026122414],"about_ca_topic_score_codex":0.08813545,"about_ca_topic_score_gemma":0.050302614,"teacher_disagreement_score":0.19875155,"about_ca_system_score_codex":0.000035788795,"about_ca_system_score_gemma":0.000022164473,"threshold_uncertainty_score":0.9670269},"labels":[],"label_agreement":null},{"id":"W4234326964","doi":"10.32920/ryerson.14654517","title":"Canadian environmental non-governmental organizations positions regarding nuclear power in Ontario","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Nuclear power; Climate change; Power (physics); Political science; Nuclear physics","score_opus":0.007412290678253688,"score_gpt":0.22428579603936744,"score_spread":0.21687350536111374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234326964","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47035939,0.0000059488407,0.00007461647,0.0026917846,0.00052441953,0.00036064893,0.000027584523,0.000033984925,0.52592164],"genre_scores_gemma":[0.963843,0.00009487605,0.0007677579,0.0010096099,0.000040976156,0.000014403772,0.00020542009,0.000021839773,0.034002136],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986491,0.00007622544,0.0002009702,0.00036985398,0.0003794104,0.00032442602],"domain_scores_gemma":[0.99941856,0.000007590476,0.000050148505,0.0002416467,0.000016756967,0.00026530857],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017220291,0.00014489987,0.00015402584,0.0001551884,0.0005460246,0.00032022962,0.00025676,0.00020526974,0.061667114],"category_scores_gemma":[0.000014307655,0.0001781508,0.00007615378,0.0001531107,0.00007690672,0.00015901902,0.00034646672,0.00040209392,0.0003128147],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011864646,0.0010655659,0.30703914,0.000024600358,0.00032222737,0.0004888418,0.5325055,0.0010545453,0.0008653629,0.07646971,0.079360664,0.00079197396],"study_design_scores_gemma":[0.00035070188,0.00001749019,0.35657915,0.00009133946,0.00005111018,0.0000024687135,0.2875009,0.00007304589,0.0000069529974,0.00016852214,0.354498,0.0006603414],"about_ca_topic_score_codex":0.99007344,"about_ca_topic_score_gemma":0.9995465,"teacher_disagreement_score":0.49348357,"about_ca_system_score_codex":0.014734932,"about_ca_system_score_gemma":0.0011199942,"threshold_uncertainty_score":0.98904735},"labels":[],"label_agreement":null},{"id":"W4237235105","doi":"10.31230/osf.io/5asug","title":"What Scientists Say about the Changing Risk Calculation in the Marine Environment under the Harper Government of Canada (2006-2015):","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Government (linguistics); Reflexivity; Risk society; Political science; Democracy; Science policy; Sociology of scientific knowledge; Private sector; Environmental ethics; Public relations; Sociology; Public administration; Social science; Law; Politics","score_opus":0.016721751750460118,"score_gpt":0.2746918688806012,"score_spread":0.25797011713014106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237235105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58379936,0.0008895241,0.010314997,0.18227892,0.0101696495,0.007388278,0.00012956728,0.00006557686,0.20496416],"genre_scores_gemma":[0.9645454,0.0036770722,0.00008934132,0.0026369137,0.00029369313,0.0001157362,0.000013728742,0.000011183059,0.028616907],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961263,0.00065405935,0.0003198535,0.0003420995,0.002164005,0.00039369127],"domain_scores_gemma":[0.9988148,0.00013351733,0.00029206066,0.000678319,0.000032378903,0.000048906964],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004570176,0.0001734831,0.00015280687,0.00004100322,0.0008997281,0.00033559548,0.000866395,0.000089180074,0.0024943775],"category_scores_gemma":[0.00003701274,0.00008497207,0.00008868996,0.00017066827,0.00047688087,0.000118068965,0.00090958923,0.00028099897,0.000018744744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066254266,0.0005451506,0.028356055,0.0001278732,0.00038836454,0.00000992622,0.293976,0.059881095,0.000024388124,0.10673723,0.38024312,0.12964454],"study_design_scores_gemma":[0.00019383772,0.000011528763,0.3589216,0.000064602704,0.0000738155,2.8319738e-7,0.11879494,0.0024562103,0.000011690431,0.0022252982,0.5170021,0.000244107],"about_ca_topic_score_codex":0.61073816,"about_ca_topic_score_gemma":0.91340625,"teacher_disagreement_score":0.3807461,"about_ca_system_score_codex":0.0011426039,"about_ca_system_score_gemma":0.0002576007,"threshold_uncertainty_score":0.9984175},"labels":[],"label_agreement":null},{"id":"W4238012981","doi":"10.1088/0952-4746/31/3/m01","title":"Verdicts on radiofrequency electromagnetic fields from IARC and ICNIRP Verifying Canadian nuclear energy worker radiation risk: a reanalysis of cancer mortality in Canadian nuclear energy workers (1957–1994) Childhood cancer in the vicinity of nuclear power plants: results of the CANUPIS study Environment Agencies' statement on Radioactive Waste Advisers and associated guidance BBC Trust—BBC science coverage given 'vote of confidence' by independent report","year":2011,"lang":"en","type":"article","venue":"Journal of Radiological Protection","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cancer; Medicine; Childhood cancer; Environmental health; Radiation exposure; Energy (signal processing); Environmental science; Nuclear medicine; Physics; Internal medicine","score_opus":0.01737711155397296,"score_gpt":0.2573207174290812,"score_spread":0.23994360587510824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238012981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99818194,0.00019677934,0.000010924894,0.00037155123,0.00010808125,0.000503434,0.00007787622,0.0000026811358,0.0005467182],"genre_scores_gemma":[0.9968662,0.0029802716,0.000017971894,0.00008412991,0.000018569332,0.000014180938,0.0000012918272,0.000007718888,0.000009635803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964935,0.001224667,0.0008595872,0.00032537815,0.00077857584,0.00031828033],"domain_scores_gemma":[0.9979585,0.00009647314,0.0014511012,0.00023750143,0.000068821035,0.00018762164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029138923,0.00015957378,0.0004310888,0.00031980142,0.00030939275,0.000022613336,0.0003418274,0.00014880141,0.00006083207],"category_scores_gemma":[0.00048736253,0.00011359692,0.000085625434,0.0005018049,0.0004726316,0.00017101015,0.000029835322,0.00039415932,3.3823316e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055370065,0.0023623519,0.60645926,0.000039490616,0.0021829363,0.00028522205,0.2907137,0.013203262,0.012994408,0.0012990584,0.0011580841,0.06376525],"study_design_scores_gemma":[0.0011105915,0.001327926,0.9818324,0.0001531585,0.000108111955,0.0000023426696,0.014068878,0.00026075044,0.00015755759,0.00034559023,0.00050013803,0.00013255724],"about_ca_topic_score_codex":0.9595883,"about_ca_topic_score_gemma":0.774066,"teacher_disagreement_score":0.37537315,"about_ca_system_score_codex":0.001972066,"about_ca_system_score_gemma":0.00053961045,"threshold_uncertainty_score":0.5156884},"labels":[],"label_agreement":null},{"id":"W4239762855","doi":"10.32920/ryerson.14663034.v1","title":"High level radioactive waste and communities' risk perceptions: a case study of an on-going voluntary siting","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Perception; Turnover; Process (computing); Risk perception; Radioactive waste; Business; Environmental planning; Environmental resource management; Psychology; Geography; Waste management; Environmental science; Engineering; Economics; Management","score_opus":0.08505216532675643,"score_gpt":0.3560780403498049,"score_spread":0.2710258750230485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239762855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927163,0.0000236952,0.0007470202,0.000112839305,0.00029322412,0.00093143457,0.00005685259,0.000083490006,0.005035134],"genre_scores_gemma":[0.9940077,0.0007701128,0.0038591146,0.00013295932,0.00019835407,0.0000700628,0.000045457928,0.000019516066,0.00089668704],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968188,0.0017582818,0.00037501994,0.00037757272,0.000437396,0.00023297008],"domain_scores_gemma":[0.9986394,0.00023559942,0.00026413365,0.000551299,0.00017357146,0.00013601896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012089681,0.00022571396,0.00040090838,0.00021965684,0.0012143406,0.0002547028,0.00026403632,0.00015159577,0.00084564416],"category_scores_gemma":[0.00005341594,0.00023118808,0.00008708761,0.00013997506,0.00024628805,0.00024067627,0.0007334158,0.0006831817,0.000004489463],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025301115,0.0010337831,0.006750637,0.00006199093,0.00024589832,0.00032301672,0.9516432,0.002887193,0.0000066283264,0.0003822716,0.00014296584,0.036497112],"study_design_scores_gemma":[0.0004839314,0.00020783152,0.009749076,0.000101734484,0.000150536,0.000015850033,0.987034,0.0018462641,0.0000017357979,0.00009891756,0.000062484105,0.00024759423],"about_ca_topic_score_codex":0.59320617,"about_ca_topic_score_gemma":0.43280452,"teacher_disagreement_score":0.1604016,"about_ca_system_score_codex":0.0002169375,"about_ca_system_score_gemma":0.00012184453,"threshold_uncertainty_score":0.9427576},"labels":[],"label_agreement":null},{"id":"W4240429750","doi":"10.1002/asi.21038","title":"Information use and early warning effectiveness: Perspectives and prospects","year":2009,"lang":"en","type":"article","venue":"Journal of the American Society for Information Science and Technology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Warning system; Perception; Computer science; Risk analysis (engineering); Psychology; Cognitive psychology; Computer security; Business","score_opus":0.011016538277759034,"score_gpt":0.29829444010578987,"score_spread":0.2872779018280308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240429750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99040025,0.00004026738,0.001563014,0.00743881,0.000044398686,0.00025382498,8.162939e-7,0.000021207252,0.00023741658],"genre_scores_gemma":[0.9967158,0.0008800888,0.0017975956,0.0005786678,0.000015099049,0.0000034991754,6.7370706e-8,7.7027596e-7,0.0000084107605],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993208,0.000018273555,0.00017850651,0.000043586777,0.00030068643,0.00013813983],"domain_scores_gemma":[0.9987815,0.000052578976,0.00044791523,0.000060430128,0.0006111868,0.000046410118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015533895,0.000050669445,0.000112095644,0.00021687846,0.000789928,0.00032032744,0.00016009458,0.000030947114,4.062323e-7],"category_scores_gemma":[0.00076083327,0.000034917575,0.000043386648,0.0009365559,0.0018440209,0.0054318663,0.00005194284,0.00010755914,3.7006453e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006577659,0.00002630375,0.03289593,0.000029624978,0.000037405924,8.997809e-8,0.19938713,0.000014998653,0.0015363471,0.20827353,0.001034504,0.5566984],"study_design_scores_gemma":[0.0006253054,0.0005860703,0.65791416,0.000039940896,0.00002866005,0.000017896391,0.25286025,0.00024967312,0.00013237083,0.0050949184,0.082325034,0.00012573137],"about_ca_topic_score_codex":0.00004574903,"about_ca_topic_score_gemma":0.0000022989705,"teacher_disagreement_score":0.62501824,"about_ca_system_score_codex":0.00009774717,"about_ca_system_score_gemma":0.00010690761,"threshold_uncertainty_score":0.67943716},"labels":[],"label_agreement":null},{"id":"W4241135586","doi":"10.1111/risa.12596","title":"From the Editors","year":2016,"lang":"en","type":"editorial","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering; Computer science; Forensic engineering","score_opus":0.007389653209372815,"score_gpt":0.3207834056543589,"score_spread":0.31339375244498613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241135586","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043930744,0.00014504476,0.0011365233,0.003139251,0.9797517,0.00012606347,0.00060173246,0.00009383694,0.0149619235],"genre_scores_gemma":[0.00026498627,0.00969743,0.000039687366,0.00004199912,0.9551813,0.000021616052,0.00023514609,0.000013990286,0.034503873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968185,0.0007118769,0.00025439274,0.00042196235,0.001500766,0.00029252018],"domain_scores_gemma":[0.9971985,0.0015748418,0.00032224628,0.00061275787,0.0001805345,0.00011111953],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013698699,0.00017764753,0.0003683769,0.00017072247,0.0008782633,0.0002394062,0.0008665461,0.0004911982,0.0062397034],"category_scores_gemma":[0.001341949,0.00010139844,0.000667456,0.00083532615,0.0002524386,0.00008857682,0.00010607253,0.0003744433,0.0015764592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032035375,0.000010043103,0.00034813507,5.3008216e-7,0.0013914133,7.9821757e-7,0.0035239677,0.0000058903925,8.779322e-8,0.000048831687,0.98811644,0.0065506296],"study_design_scores_gemma":[0.00007905567,0.000003230509,0.00034709272,0.0000072814073,0.004281051,3.825646e-10,0.0019371168,0.000007715674,7.846774e-8,0.0007211175,0.9924562,0.00016007654],"about_ca_topic_score_codex":0.12647726,"about_ca_topic_score_gemma":0.041381035,"teacher_disagreement_score":0.08509622,"about_ca_system_score_codex":0.00021451751,"about_ca_system_score_gemma":0.0001771041,"threshold_uncertainty_score":0.99920094},"labels":[],"label_agreement":null},{"id":"W4241168761","doi":"10.31235/osf.io/kzm5u","title":"Disrupting the Complacency: Disaster Experience and Emergent Environmentalism","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmentalism; Denial; Flood myth; Climate change; Environmental change; Political science; Natural disaster; Environmental ethics; Psychology; Geography; Politics; Ecology; Law","score_opus":0.048644466409064314,"score_gpt":0.3506198482166412,"score_spread":0.3019753818075769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241168761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89186394,0.0002689917,0.0021577438,0.0080861915,0.0011321696,0.00054693647,0.0000036850915,0.000062905405,0.095877446],"genre_scores_gemma":[0.98143744,0.0034740225,0.0005041165,0.00090482994,0.00016347725,0.00008197143,0.00001278222,0.000008257038,0.013413096],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986695,0.0002071545,0.00017913803,0.00035641494,0.00037249763,0.0002152891],"domain_scores_gemma":[0.99950945,0.000025523228,0.00007216823,0.00029198106,0.000010049208,0.00009079504],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033298717,0.00013219842,0.00012720775,0.000017896858,0.0006338929,0.00031546678,0.00028256333,0.00007907416,0.005868607],"category_scores_gemma":[0.000019580157,0.00009349503,0.00006961175,0.000043217642,0.00041843613,0.000085131425,0.0011757377,0.00018082425,0.000032086326],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000367723,0.000093631264,0.00725485,0.00003833531,0.00004723405,0.000008477261,0.9462687,0.00008881394,0.00012994652,0.016887618,0.0045554293,0.024623312],"study_design_scores_gemma":[0.00009132343,0.0000053079584,0.01586782,0.000039745497,0.000027409133,6.333017e-7,0.6271273,0.0002897268,0.000011407347,0.0003718634,0.3558818,0.00028568483],"about_ca_topic_score_codex":0.0026382583,"about_ca_topic_score_gemma":0.002032054,"teacher_disagreement_score":0.35132638,"about_ca_system_score_codex":0.00007928629,"about_ca_system_score_gemma":0.000021821592,"threshold_uncertainty_score":0.9950402},"labels":[],"label_agreement":null},{"id":"W4241181290","doi":"10.1002/9781405165518.wbeose061.pub2","title":"Ethics, Research","year":2017,"lang":"en","type":"other","venue":"The Blackwell Encyclopedia of Sociology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Confidentiality; Variety (cybernetics); Permission; Research ethics; Public relations; Informed consent; Order (exchange); Political science; Population; Engineering ethics; Economic Justice; Psychology; Business; Law; Sociology; Medicine; Computer science; Engineering; Alternative medicine","score_opus":0.14372802386330724,"score_gpt":0.4675473457631275,"score_spread":0.32381932189982027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241181290","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000038672515,0.0018347838,0.000027583501,0.009367334,0.0012383672,0.0005574766,0.000012957852,0.00009259823,0.98683023],"genre_scores_gemma":[0.0011582875,0.121014796,0.00006979349,0.0002798057,0.0014083097,0.000031281936,0.000009208325,0.000098104516,0.8759304],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996098,0.002301409,0.00018446898,0.00029922868,0.00061860064,0.0004982817],"domain_scores_gemma":[0.9979365,0.00074503105,0.00031810164,0.0007989597,0.00013774121,0.00006368017],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006265695,0.00015018179,0.00033020202,0.00017940381,0.0009500667,0.000021271604,0.0015357445,0.0009971614,0.007994254],"category_scores_gemma":[0.001184781,0.00011061247,0.00012191132,0.00006999688,0.009404255,0.00002730729,0.00029213366,0.001326785,0.0018341133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003815436,0.000020871148,0.00002816075,0.000030459418,0.000036500413,0.0000017515403,0.03468384,2.0164279e-7,8.573641e-7,0.10790885,0.853631,0.00365369],"study_design_scores_gemma":[0.00010167957,0.000026415868,0.00012601331,0.00005301056,0.00002236341,8.952322e-8,0.006263363,2.8699003e-7,2.3859715e-7,0.019608816,0.973683,0.00011474267],"about_ca_topic_score_codex":0.018622631,"about_ca_topic_score_gemma":0.009528938,"teacher_disagreement_score":0.12005198,"about_ca_system_score_codex":0.00007277427,"about_ca_system_score_gemma":0.00048035325,"threshold_uncertainty_score":0.9989431},"labels":[],"label_agreement":null},{"id":"W4242642905","doi":"10.32920/ryerson.14663631.v1","title":"Human Health Risk Assessment of Ambient Air in a Dispute Over Petrochemical Emissions","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Toronto Metropolitan University","funders":"","keywords":"Risk assessment; Health risk assessment; Context (archaeology); Environmental planning; Indigenous; Risk management; Environmental health; Population; Population health; Health impact assessment; Environmental resource management; Health risk; Business; Risk analysis (engineering); Environmental science; Geography; Public health; Medicine; Computer science; Archaeology","score_opus":0.03454847708525449,"score_gpt":0.43286729427470894,"score_spread":0.39831881718945444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242642905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90453136,0.0000710841,0.003984134,0.006128421,0.000494353,0.0007878849,0.000023573994,0.0000912927,0.083887905],"genre_scores_gemma":[0.9891178,0.0015397953,0.003498183,0.000517754,0.000091841626,0.000058325168,0.000062805426,0.000010586116,0.005102932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974774,0.00052353996,0.000529062,0.00047780765,0.0006665125,0.00032568033],"domain_scores_gemma":[0.9989643,0.000027980697,0.00031190165,0.00040209436,0.00007034858,0.00022338843],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012193209,0.00015969222,0.00040799385,0.00014832545,0.00023701946,0.00006290134,0.00033334806,0.00017742945,0.002637482],"category_scores_gemma":[0.000057338257,0.00015198234,0.00020306422,0.0002070301,0.0001328622,0.00005500825,0.0008134132,0.00058367074,0.0000034999807],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022236083,0.007891395,0.375396,0.0016251885,0.00047696536,0.000049365342,0.1764799,0.0045581856,0.0027306473,0.19926769,0.20620082,0.025301598],"study_design_scores_gemma":[0.00048310022,0.00004616766,0.931958,0.000410095,0.00002959278,9.063897e-8,0.01953907,0.0005815405,0.000026758762,0.001540662,0.04503709,0.0003477882],"about_ca_topic_score_codex":0.04903207,"about_ca_topic_score_gemma":0.04111002,"teacher_disagreement_score":0.556562,"about_ca_system_score_codex":0.0007423269,"about_ca_system_score_gemma":0.0007240828,"threshold_uncertainty_score":0.99827427},"labels":[],"label_agreement":null},{"id":"W4243343771","doi":"10.32920/ryerson.14656629.v1","title":"Risky business : the role of risk perception in the Ontario source water protection planning process","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"Ministry of Education, India","keywords":"Risk perception; Perception; Business; Water source; Environmental planning; Process (computing); Water industry; Public participation; Risk assessment; Environmental resource management; Public relations; Water supply; Psychology; Engineering; Water resource management; Environmental science; Environmental engineering; Political science; Computer security; Computer science","score_opus":0.02624801115374312,"score_gpt":0.2909290107361928,"score_spread":0.26468099958244967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243343771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662272,0.000029232056,0.004150674,0.0013098425,0.00023949964,0.0011715601,0.0000010628219,0.000047537575,0.02682342],"genre_scores_gemma":[0.9968009,0.00013380134,0.000083645944,0.00009658773,0.00019757243,0.00026908203,0.000022743048,0.000009106787,0.0023865728],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99798805,0.00061251,0.00028141763,0.00031653428,0.0005661846,0.00023531354],"domain_scores_gemma":[0.99927574,0.000030215144,0.00016427424,0.00031531393,0.00019207812,0.000022359216],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019918876,0.00014904703,0.00017697051,0.00009232949,0.00051821483,0.00027234698,0.00049369124,0.0001952421,0.001288357],"category_scores_gemma":[0.00006772882,0.000075825374,0.000091033486,0.0002280746,0.00014532669,0.0001299434,0.00022378995,0.000694349,0.000015868356],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021305294,0.000092817296,0.012461232,0.00003902186,0.0000181293,8.123964e-7,0.9432225,0.01564194,0.00009473226,0.000058576785,0.00007196901,0.02827695],"study_design_scores_gemma":[0.0001439234,0.000010302918,0.32274467,0.00012537205,0.00006107823,6.4974455e-7,0.6198455,0.00064996554,0.00006745583,0.0024902497,0.053658452,0.00020236665],"about_ca_topic_score_codex":0.606536,"about_ca_topic_score_gemma":0.5685585,"teacher_disagreement_score":0.323377,"about_ca_system_score_codex":0.0002351926,"about_ca_system_score_gemma":0.00017129461,"threshold_uncertainty_score":0.9996246},"labels":[],"label_agreement":null},{"id":"W4243398621","doi":"10.3138/cjccj.48.3.453","title":"Reflections on Risk Analysis, Screening, and Contested Rationalities","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénale","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Judgement; Shadow (psychology); Action (physics); Profit (economics); Terrorism; Risk analysis (engineering); Sociology; Computer science; Psychology; Social psychology; Epistemology; Economics; Business; Political science; Law; Microeconomics","score_opus":0.14575393937140113,"score_gpt":0.37514349814050846,"score_spread":0.22938955876910733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243398621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9591682,0.0010133197,0.008940086,0.005808458,0.00035377094,0.00016293419,0.00004864966,0.00003563812,0.024468962],"genre_scores_gemma":[0.99110246,0.00174229,0.003186539,0.0020072996,0.00047278256,0.000013386743,0.00001681657,0.000019041325,0.0014393678],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99692464,0.00097597606,0.0005531362,0.00035808273,0.000137818,0.0010503379],"domain_scores_gemma":[0.9966683,0.0011814212,0.0004387423,0.00021589504,0.00045368148,0.0010419841],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020506587,0.00026443708,0.00046673254,0.0012135352,0.0013647554,0.00022319013,0.00034345954,0.00035778136,0.00020159358],"category_scores_gemma":[0.002897639,0.00028436264,0.00016051679,0.00024912847,0.0012709318,0.0002695151,0.000027927737,0.0007881698,0.00000480354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001622542,0.00007060871,0.006710584,0.00031037806,0.00042737497,0.0010796012,0.05505901,0.0031450791,0.00009001641,0.91976714,0.0042041647,0.008973788],"study_design_scores_gemma":[0.0011738233,0.0007399013,0.38854432,0.00015368032,0.03203575,0.0010606584,0.46954685,0.00043892034,0.000031254425,0.01726528,0.088311315,0.0006982397],"about_ca_topic_score_codex":0.15168965,"about_ca_topic_score_gemma":0.665486,"teacher_disagreement_score":0.9025019,"about_ca_system_score_codex":0.0006141922,"about_ca_system_score_gemma":0.0017013272,"threshold_uncertainty_score":0.99996084},"labels":[],"label_agreement":null},{"id":"W4243554509","doi":"10.32920/ryerson.14657034","title":"Public Participation in Nuclear Waste Management : a Comparative Analysis of the Swedish and Canadian Processes","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Occupational Cancer Research Centre","funders":"Natural Resources Canada; International Atomic Energy Agency","keywords":"Public administration; Operations research; Engineering; Political science","score_opus":0.10080175141033947,"score_gpt":0.3583946245486559,"score_spread":0.2575928731383164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243554509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77960896,0.000050149458,0.000039898056,0.0054120356,0.00010659652,0.0005272463,0.0000074249433,0.0000138787545,0.21423379],"genre_scores_gemma":[0.99752414,0.00060450076,0.00011092695,0.0002608489,0.000011934538,0.000047941045,0.000016846301,0.0000025706186,0.001420289],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99889785,0.0002044375,0.00020559524,0.00024004516,0.00027053387,0.00018154031],"domain_scores_gemma":[0.999454,0.00001751452,0.00010200276,0.00019226178,0.00013261521,0.00010155674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003980123,0.00008030901,0.00021961197,0.00038292573,0.0001701185,0.00021131813,0.00022484397,0.00005532797,0.0007537222],"category_scores_gemma":[0.000043563905,0.00006471138,0.00006195774,0.0013428292,0.0001388187,0.000092396396,0.0002749403,0.00009853276,0.0000017407216],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012499239,0.0004946037,0.13823333,0.00078917627,0.0034638513,0.000012891754,0.62646204,0.01154719,0.000004146457,0.19676566,0.0064574494,0.015757151],"study_design_scores_gemma":[0.00017298035,0.000007632461,0.6263112,0.00011006701,0.0008866023,2.1296641e-8,0.32325527,0.004856107,0.0000032300547,0.0005276866,0.043614343,0.0002548835],"about_ca_topic_score_codex":0.34489933,"about_ca_topic_score_gemma":0.9890353,"teacher_disagreement_score":0.64413595,"about_ca_system_score_codex":0.00018216344,"about_ca_system_score_gemma":0.00025644712,"threshold_uncertainty_score":0.825273},"labels":[],"label_agreement":null},{"id":"W4243630540","doi":"10.32920/ryerson.14663034","title":"High level radioactive waste and communities' risk perceptions: a case study of an on-going voluntary siting","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Turnover; Perception; Process (computing); Risk perception; Radioactive waste; Business; Environmental planning; Environmental resource management; Psychology; Geography; Environmental science; Waste management; Engineering; Economics; Management","score_opus":0.08505216532675643,"score_gpt":0.3560780403498049,"score_spread":0.2710258750230485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243630540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927163,0.0000236952,0.0007470202,0.000112839305,0.00029322412,0.00093143457,0.00005685259,0.000083490006,0.005035134],"genre_scores_gemma":[0.9940077,0.0007701128,0.0038591146,0.00013295932,0.00019835407,0.0000700628,0.000045457928,0.000019516066,0.00089668704],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968188,0.0017582818,0.00037501994,0.00037757272,0.000437396,0.00023297008],"domain_scores_gemma":[0.9986394,0.00023559942,0.00026413365,0.000551299,0.00017357146,0.00013601896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012089681,0.00022571396,0.00040090838,0.00021965684,0.0012143406,0.0002547028,0.00026403632,0.00015159577,0.00084564416],"category_scores_gemma":[0.00005341594,0.00023118808,0.00008708761,0.00013997506,0.00024628805,0.00024067627,0.0007334158,0.0006831817,0.000004489463],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025301115,0.0010337831,0.006750637,0.00006199093,0.00024589832,0.00032301672,0.9516432,0.002887193,0.0000066283264,0.0003822716,0.00014296584,0.036497112],"study_design_scores_gemma":[0.0004839314,0.00020783152,0.009749076,0.000101734484,0.000150536,0.000015850033,0.987034,0.0018462641,0.0000017357979,0.00009891756,0.000062484105,0.00024759423],"about_ca_topic_score_codex":0.59320617,"about_ca_topic_score_gemma":0.43280452,"teacher_disagreement_score":0.1604016,"about_ca_system_score_codex":0.0002169375,"about_ca_system_score_gemma":0.00012184453,"threshold_uncertainty_score":0.9427576},"labels":[],"label_agreement":null},{"id":"W4244174756","doi":"10.32920/ryerson.14657034.v1","title":"Public Participation in Nuclear Waste Management : a Comparative Analysis of the Swedish and Canadian Processes","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Occupational Cancer Research Centre","funders":"Natural Resources Canada; International Atomic Energy Agency","keywords":"Public administration; Operations research; Engineering; Political science","score_opus":0.10080175141033947,"score_gpt":0.3583946245486559,"score_spread":0.2575928731383164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244174756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77960896,0.000050149458,0.000039898056,0.0054120356,0.00010659652,0.0005272463,0.0000074249433,0.0000138787545,0.21423379],"genre_scores_gemma":[0.99752414,0.00060450076,0.00011092695,0.0002608489,0.000011934538,0.000047941045,0.000016846301,0.0000025706186,0.001420289],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99889785,0.0002044375,0.00020559524,0.00024004516,0.00027053387,0.00018154031],"domain_scores_gemma":[0.999454,0.00001751452,0.00010200276,0.00019226178,0.00013261521,0.00010155674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003980123,0.00008030901,0.00021961197,0.00038292573,0.0001701185,0.00021131813,0.00022484397,0.00005532797,0.0007537222],"category_scores_gemma":[0.000043563905,0.00006471138,0.00006195774,0.0013428292,0.0001388187,0.000092396396,0.0002749403,0.00009853276,0.0000017407216],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012499239,0.0004946037,0.13823333,0.00078917627,0.0034638513,0.000012891754,0.62646204,0.01154719,0.000004146457,0.19676566,0.0064574494,0.015757151],"study_design_scores_gemma":[0.00017298035,0.000007632461,0.6263112,0.00011006701,0.0008866023,2.1296641e-8,0.32325527,0.004856107,0.0000032300547,0.0005276866,0.043614343,0.0002548835],"about_ca_topic_score_codex":0.34489933,"about_ca_topic_score_gemma":0.9890353,"teacher_disagreement_score":0.64413595,"about_ca_system_score_codex":0.00018216344,"about_ca_system_score_gemma":0.00025644712,"threshold_uncertainty_score":0.825273},"labels":[],"label_agreement":null},{"id":"W4244520853","doi":"10.1057/9780230304741_10","title":"Conclusion","year":2011,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","score_opus":0.044178996060413527,"score_gpt":0.28434613734393194,"score_spread":0.2401671412835184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244520853","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018849214,0.00025666095,0.00011586432,0.00012564445,0.000790275,0.00061564206,0.000021328504,0.00021144249,0.9978443],"genre_scores_gemma":[0.6633959,0.0009846637,0.00009575622,0.0004683429,0.00047565886,0.000013575879,0.000018256971,0.000044094097,0.3345038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982084,0.00006078069,0.0003190002,0.0004423027,0.0005725978,0.00039694045],"domain_scores_gemma":[0.9989435,0.00003449264,0.00021235445,0.00044721185,0.000110998786,0.00025145273],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041954836,0.00032643342,0.00034413408,0.00019040238,0.0005356846,0.00006574495,0.00045271378,0.0004076915,0.014359861],"category_scores_gemma":[0.000018310026,0.00031981178,0.00024994335,0.000012194461,0.0004710423,5.073181e-7,0.000261555,0.00024592492,0.0025665911],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000098310275,1.7018641e-7,0.000009841517,0.000011139124,0.000037148184,0.000022406512,0.005885981,3.5698537e-8,0.000010366785,0.93624806,0.0006167546,0.05714827],"study_design_scores_gemma":[0.0001091774,0.000023389455,0.000042262334,0.000041810046,0.000037524675,6.176772e-7,0.00017015041,3.5796884e-7,0.0000038938833,0.577056,0.422257,0.00025779792],"about_ca_topic_score_codex":0.0012539156,"about_ca_topic_score_gemma":0.0032723788,"teacher_disagreement_score":0.663377,"about_ca_system_score_codex":0.00015623147,"about_ca_system_score_gemma":0.000114165035,"threshold_uncertainty_score":0.9999254},"labels":[],"label_agreement":null},{"id":"W4244866202","doi":"10.24124/2015/bpgub1044","title":"Health promotion &amp; environmental activism: Haida Gwaii, Bc, the Northern Gateway Project, and a model of collective interest.","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Context (archaeology); Political science; Health promotion; Geography; Archaeology; Law; Health care","score_opus":0.0807546007698405,"score_gpt":0.3616558734053485,"score_spread":0.280901272635508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244866202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9013796,0.00009485024,0.0005064097,0.0017537291,0.00024759612,0.0027770067,0.000037023383,0.000061903935,0.09314192],"genre_scores_gemma":[0.81908965,0.00065292005,0.0002245079,0.0000659954,0.000046702142,0.00012391977,0.00020826036,0.000018892608,0.17956914],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986124,0.0002533607,0.000238246,0.0002800232,0.0004153292,0.00020063545],"domain_scores_gemma":[0.9994043,0.000020314388,0.00029179527,0.00015283303,0.00005281674,0.00007795596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059844856,0.00016149388,0.00023794505,0.00010867815,0.00037843545,0.000060195813,0.00016518835,0.00012163759,0.00013140925],"category_scores_gemma":[0.000027545117,0.00011609868,0.000059333095,0.00012884192,0.00015541552,0.00014069681,0.000036024736,0.00016478241,0.000018945746],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030389222,0.0009603152,0.00074815174,0.00020299821,0.00018898264,4.4565328e-7,0.8487733,0.0001190414,0.0005287762,0.0034747082,0.03098259,0.11371678],"study_design_scores_gemma":[0.0022870179,0.0014222511,0.011384316,0.00047603718,0.0002727367,0.000001955268,0.8761578,0.0058996603,0.00018937523,0.023365535,0.07705144,0.0014918641],"about_ca_topic_score_codex":0.011208042,"about_ca_topic_score_gemma":0.35266322,"teacher_disagreement_score":0.3414552,"about_ca_system_score_codex":0.0005310274,"about_ca_system_score_gemma":0.0006287079,"threshold_uncertainty_score":0.9953764},"labels":[],"label_agreement":null},{"id":"W4245326517","doi":"10.18260/1-2--35631","title":"Work in Progress: Ethical Responsibility Formation of Students in a Nuclear Engineering Course Through Inquiry Learning","year":2020,"lang":"en","type":"article","venue":"2020 ASEE Virtual Annual Conference Content Access Proceedings","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; York University","funders":"","keywords":"Engineering ethics; Engineering education; Stakeholder; Sustainability; Context (archaeology); Social responsibility; Public relations; Engineering; Political science; Sociology; Engineering management","score_opus":0.11516610622211583,"score_gpt":0.38242128372982026,"score_spread":0.26725517750770444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245326517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98742294,0.000032172597,0.00026049293,0.010815161,0.000107845306,0.00073361734,0.000003773634,0.0001224059,0.00050159835],"genre_scores_gemma":[0.99865884,0.00017765284,0.00016023497,0.00077283,0.00009396415,0.00005510131,0.0000053439167,0.000014032102,0.000062014195],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976617,0.00013163751,0.00060402154,0.0004128371,0.0008142551,0.0003755591],"domain_scores_gemma":[0.9990333,0.000071819195,0.00022388334,0.0000650898,0.00044809797,0.0001578128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013637724,0.00018204832,0.00035037668,0.000108547254,0.000121343655,0.00033958006,0.00074919866,0.0002312248,0.00013190176],"category_scores_gemma":[0.0015585311,0.00018468329,0.00006330561,0.0010458805,0.00029824802,0.0019672937,0.00042798842,0.00082465756,0.000022701155],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012756587,0.00034191518,0.21138296,0.00019265003,0.000023360059,0.000013621133,0.7547194,0.00019946156,0.00040732077,0.023616437,0.0016398289,0.006187394],"study_design_scores_gemma":[0.0020980805,0.0006559789,0.43603975,0.0007473061,0.000031440206,4.7676417e-7,0.5396734,0.0037264943,0.00010944163,0.00021924706,0.016118957,0.00057944603],"about_ca_topic_score_codex":0.0003016368,"about_ca_topic_score_gemma":0.00014451183,"teacher_disagreement_score":0.22465678,"about_ca_system_score_codex":0.00013197486,"about_ca_system_score_gemma":0.00010033914,"threshold_uncertainty_score":0.7531166},"labels":[],"label_agreement":null},{"id":"W4246605590","doi":"10.2165/00128415-200410290-00003","title":"Warnings for Depo-Provera in the US, UK and Canada: loss of BMD","year":2004,"lang":"en","type":"article","venue":"Reactions Weekly","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","score_opus":0.01767345826955199,"score_gpt":0.28855013324943385,"score_spread":0.2708766749798819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246605590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674641,0.000025622103,0.00041178858,0.016726416,0.00013516026,0.00034001886,0.000005562897,0.000010959042,0.014880387],"genre_scores_gemma":[0.99764645,0.00020998996,0.00016772532,0.0003038001,0.000046595673,0.000026658758,0.0000019929537,0.0000023655793,0.0015944107],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956435,0.000026257494,0.000094457966,0.000075691314,0.00013548355,0.000103784936],"domain_scores_gemma":[0.9997868,0.000050010327,0.00004218088,0.000070102666,0.000025877836,0.000025031119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002670595,0.000033521042,0.00005259005,0.000031989563,0.00021064136,0.000018796216,0.00007391654,0.000022953955,0.000022828763],"category_scores_gemma":[0.00007141644,0.00002687952,0.000018382754,0.00010127954,0.000066754445,0.000059970105,0.000008021116,0.00004816498,0.0000014963466],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008206104,0.00056067575,0.082145005,0.00016314571,0.0001024566,0.000021139978,0.12776136,0.001429984,0.0020629866,0.65201676,0.09451572,0.039138716],"study_design_scores_gemma":[0.00029253212,0.000022217133,0.10312537,0.000012052478,0.000010521083,0.0000011830895,0.012992191,0.0000111170375,0.000020230535,0.0015593704,0.88189733,0.00005589432],"about_ca_topic_score_codex":0.9244084,"about_ca_topic_score_gemma":0.9703491,"teacher_disagreement_score":0.7873816,"about_ca_system_score_codex":0.00014073662,"about_ca_system_score_gemma":0.00021595725,"threshold_uncertainty_score":0.16201043},"labels":[],"label_agreement":null},{"id":"W4247184447","doi":"10.4000/vertigo.33121","title":"Les effets ambivalents des héritages dans la reconversion des anciens territoires nucléaires","year":2021,"lang":"fr","type":"article","venue":"VertigO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Political science; Art","score_opus":0.034416273762036896,"score_gpt":0.30060791239465856,"score_spread":0.2661916386326217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247184447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9108908,0.004525923,0.00060677156,0.002320156,0.001478687,0.00014980162,0.000021719734,0.00012367341,0.079882465],"genre_scores_gemma":[0.8923313,0.016944274,0.0029690396,0.00032535134,0.0002644736,0.000012385127,0.000013441987,0.000027434551,0.087112285],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738806,0.00074576866,0.00026475042,0.00045801388,0.00043220943,0.0007112054],"domain_scores_gemma":[0.9991102,0.0001235585,0.00007434811,0.00027504525,0.00012081664,0.00029602714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044329203,0.0002239549,0.00022850193,0.00007815731,0.0012418461,0.00022339159,0.00030395619,0.00020196656,0.0026425966],"category_scores_gemma":[0.00019160827,0.00023684523,0.00020397399,0.00044501064,0.0019565823,0.0005186247,0.00020003415,0.00016405522,0.00044498933],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000310509,0.00082049414,0.23971578,0.00052978087,0.00013581422,0.00036922228,0.09634858,0.00003431715,0.007926925,0.020144498,0.05693159,0.57701194],"study_design_scores_gemma":[0.00043928524,0.00007294404,0.30955145,0.00043871973,0.00008203343,0.000011082326,0.022562776,0.0001074753,0.0022058897,0.0040462627,0.66017926,0.0003028271],"about_ca_topic_score_codex":0.008392196,"about_ca_topic_score_gemma":0.023666164,"teacher_disagreement_score":0.6032477,"about_ca_system_score_codex":0.0005552194,"about_ca_system_score_gemma":0.00014061412,"threshold_uncertainty_score":0.99826914},"labels":[],"label_agreement":null},{"id":"W4249664780","doi":"10.32920/ryerson.14656629","title":"Risky business : the role of risk perception in the Ontario source water protection planning process","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"Ministry of Education, India","keywords":"Risk perception; Perception; Business; Water source; Environmental planning; Process (computing); Water industry; Public participation; Environmental resource management; Public relations; Water supply; Psychology; Engineering; Political science; Environmental science; Water resource management; Environmental engineering; Computer science","score_opus":0.02624801115374312,"score_gpt":0.2909290107361928,"score_spread":0.26468099958244967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249664780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662272,0.000029232056,0.004150674,0.0013098425,0.00023949964,0.0011715601,0.0000010628219,0.000047537575,0.02682342],"genre_scores_gemma":[0.9968009,0.00013380134,0.000083645944,0.00009658773,0.00019757243,0.00026908203,0.000022743048,0.000009106787,0.0023865728],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99798805,0.00061251,0.00028141763,0.00031653428,0.0005661846,0.00023531354],"domain_scores_gemma":[0.99927574,0.000030215144,0.00016427424,0.00031531393,0.00019207812,0.000022359216],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019918876,0.00014904703,0.00017697051,0.00009232949,0.00051821483,0.00027234698,0.00049369124,0.0001952421,0.001288357],"category_scores_gemma":[0.00006772882,0.000075825374,0.000091033486,0.0002280746,0.00014532669,0.0001299434,0.00022378995,0.000694349,0.000015868356],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021305294,0.000092817296,0.012461232,0.00003902186,0.0000181293,8.123964e-7,0.9432225,0.01564194,0.00009473226,0.000058576785,0.00007196901,0.02827695],"study_design_scores_gemma":[0.0001439234,0.000010302918,0.32274467,0.00012537205,0.00006107823,6.4974455e-7,0.6198455,0.00064996554,0.00006745583,0.0024902497,0.053658452,0.00020236665],"about_ca_topic_score_codex":0.606536,"about_ca_topic_score_gemma":0.5685585,"teacher_disagreement_score":0.323377,"about_ca_system_score_codex":0.0002351926,"about_ca_system_score_gemma":0.00017129461,"threshold_uncertainty_score":0.9996246},"labels":[],"label_agreement":null},{"id":"W4252715863","doi":"10.1002/9781119456131.ch23","title":"International Risk Communication","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk communication; China; Citation; Political science; Environmental health; Geography; Library science; Medicine; Computer science; Law","score_opus":0.04234984946838472,"score_gpt":0.3378489634718784,"score_spread":0.2954991140034937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252715863","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000060903008,0.000024181234,0.00030471012,0.002063601,0.00044245642,0.00012714019,0.000009627741,0.000094314906,0.99692786],"genre_scores_gemma":[0.0005807253,0.014849665,0.0010553413,0.00035069103,0.00044285684,0.0000035921416,0.00004994892,0.000009027941,0.98265815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993873,0.000031408963,0.0001136532,0.0001168812,0.00028195363,0.00006877667],"domain_scores_gemma":[0.9994836,0.000021820855,0.00011187181,0.00023653932,0.00010571012,0.00004049976],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038527622,0.000067236484,0.00006452562,0.00006648351,0.0002704692,0.000073354735,0.00039436566,0.00012094509,0.14023866],"category_scores_gemma":[0.00002354232,0.000065607135,0.000059363643,0.000008145961,0.00024078545,0.00007308702,0.00010573195,0.00010991553,0.0059128613],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012022134,0.0000033032436,0.0000073904766,4.3180492e-7,0.000019593399,1.15670595e-7,0.0021546572,1.1022771e-7,6.747191e-8,0.67149216,0.29916865,0.027152356],"study_design_scores_gemma":[0.00004098531,0.0000045522333,0.000044344193,0.000010293,0.0000127256535,3.1975276e-8,0.00047015693,0.0000059814897,8.864201e-8,0.05072644,0.94860804,0.00007636292],"about_ca_topic_score_codex":0.001015357,"about_ca_topic_score_gemma":0.0047233426,"teacher_disagreement_score":0.6494394,"about_ca_system_score_codex":0.000109403816,"about_ca_system_score_gemma":0.000025346439,"threshold_uncertainty_score":0.9948611},"labels":[],"label_agreement":null},{"id":"W4253920056","doi":"10.1007/978-3-030-15789-0_100004","title":"Risk Education","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Chemistry","score_opus":0.03010546144032597,"score_gpt":0.3152833154585616,"score_spread":0.2851778540182356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253920056","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000011462305,0.000055453922,0.00020055396,0.004541618,0.0005372898,0.00019295528,0.0000026288567,0.00011215851,0.9943562],"genre_scores_gemma":[0.00062527566,0.003787778,0.000334101,0.0018152164,0.0007113717,0.000004692208,0.00001319163,0.000009900769,0.9926985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994851,0.000016476486,0.000084290696,0.00014722903,0.00020358899,0.00006336445],"domain_scores_gemma":[0.99970996,0.000008773793,0.00006630044,0.000093060225,0.000035350313,0.00008653355],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000109235596,0.000068898764,0.000074737756,0.000038391438,0.00017002356,0.00004561023,0.00011311826,0.00009938293,0.022989461],"category_scores_gemma":[0.00001975241,0.00006687723,0.0000625714,0.000012465697,0.00006165852,0.000038823746,0.00002658909,0.00010594459,0.006198687],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.8217712e-7,0.0000024585602,0.0000026253658,0.0000014893725,0.0000049109663,1.2149067e-7,0.0008859431,6.14638e-8,5.3308423e-8,0.6530615,0.24782546,0.09821501],"study_design_scores_gemma":[0.000015164025,0.000005480382,0.000034932065,0.0000059136582,0.00002020991,1.3885698e-8,0.00072397344,7.631474e-7,5.5316196e-8,0.06350155,0.9356112,0.000080747115],"about_ca_topic_score_codex":0.0012145215,"about_ca_topic_score_gemma":0.0019268052,"teacher_disagreement_score":0.68778574,"about_ca_system_score_codex":0.00007272493,"about_ca_system_score_gemma":0.00018521296,"threshold_uncertainty_score":0.9945751},"labels":[],"label_agreement":null},{"id":"W4254055860","doi":"10.32920/ryerson.14654517.v1","title":"Canadian environmental non-governmental organizations positions regarding nuclear power in Ontario","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Nuclear power; Climate change; Power (physics); Political science","score_opus":0.007412290678253688,"score_gpt":0.22428579603936744,"score_spread":0.21687350536111374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254055860","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47035939,0.0000059488407,0.00007461647,0.0026917846,0.00052441953,0.00036064893,0.000027584523,0.000033984925,0.52592164],"genre_scores_gemma":[0.963843,0.00009487605,0.0007677579,0.0010096099,0.000040976156,0.000014403772,0.00020542009,0.000021839773,0.034002136],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986491,0.00007622544,0.0002009702,0.00036985398,0.0003794104,0.00032442602],"domain_scores_gemma":[0.99941856,0.000007590476,0.000050148505,0.0002416467,0.000016756967,0.00026530857],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017220291,0.00014489987,0.00015402584,0.0001551884,0.0005460246,0.00032022962,0.00025676,0.00020526974,0.061667114],"category_scores_gemma":[0.000014307655,0.0001781508,0.00007615378,0.0001531107,0.00007690672,0.00015901902,0.00034646672,0.00040209392,0.0003128147],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011864646,0.0010655659,0.30703914,0.000024600358,0.00032222737,0.0004888418,0.5325055,0.0010545453,0.0008653629,0.07646971,0.079360664,0.00079197396],"study_design_scores_gemma":[0.00035070188,0.00001749019,0.35657915,0.00009133946,0.00005111018,0.0000024687135,0.2875009,0.00007304589,0.0000069529974,0.00016852214,0.354498,0.0006603414],"about_ca_topic_score_codex":0.99007344,"about_ca_topic_score_gemma":0.9995465,"teacher_disagreement_score":0.49348357,"about_ca_system_score_codex":0.014734932,"about_ca_system_score_gemma":0.0011199942,"threshold_uncertainty_score":0.98904735},"labels":[],"label_agreement":null},{"id":"W4255153681","doi":"10.1111/j.1540-6296.2000.tb00023.x","title":"Risk Theory Society Annual Meeting April 20–22, 2001 HEC‐Montreal Montreal, Canada","year":2000,"lang":"en","type":"article","venue":"Risk Management and Insurance Review","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; History; Political science; Actuarial science; Business; Law; Computer science","score_opus":0.008707058934756113,"score_gpt":0.2549440277660939,"score_spread":0.24623696883133775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255153681","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02776398,0.23042777,0.00013372967,0.0021843705,0.0003647343,0.002232724,0.0002488102,0.00023142909,0.73641247],"genre_scores_gemma":[0.025425935,0.92918766,0.00037861406,0.0022974182,0.00019519753,0.00008145689,0.00001821739,0.000020045713,0.042395473],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969275,0.0007555472,0.00048605193,0.00052527746,0.0006434768,0.0006621758],"domain_scores_gemma":[0.9989549,0.00009189324,0.00027196459,0.00037691506,0.00006748725,0.00023683003],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027734847,0.00028554647,0.0004551084,0.00003491234,0.0011837457,0.000102036596,0.00036934778,0.000066791246,0.0023766463],"category_scores_gemma":[0.000055429362,0.0002518914,0.00020563236,0.0004210056,0.00019075979,0.00033887918,0.00009117731,0.00022606096,0.00010526136],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010584646,0.000038705,0.004545736,0.00035558778,0.00010022248,0.0000068706763,0.0010774642,0.000023515184,3.1180733e-8,0.0005513394,0.3221119,0.67117804],"study_design_scores_gemma":[0.00040359603,0.000016952332,0.06495674,0.00061138865,0.00024260575,4.3895022e-7,0.0025562807,0.00006361417,6.6457446e-8,0.0007024715,0.93014014,0.00030567902],"about_ca_topic_score_codex":0.64700514,"about_ca_topic_score_gemma":0.72333705,"teacher_disagreement_score":0.69875985,"about_ca_system_score_codex":0.00018754345,"about_ca_system_score_gemma":0.00008157659,"threshold_uncertainty_score":0.9999933},"labels":[],"label_agreement":null},{"id":"W4283772779","doi":"10.4000/communication.15149","title":"Les risques naturels médiatiquement invisibles","year":2022,"lang":"fr","type":"article","venue":"Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology","score_opus":0.06831354525912207,"score_gpt":0.3721294188062358,"score_spread":0.3038158735471137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283772779","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055060104,0.17454763,0.00063245307,0.29110402,0.0020531095,0.0011345095,0.000068441506,0.0002949836,0.47510475],"genre_scores_gemma":[0.8805177,0.06681238,0.0016948739,0.0019492265,0.00009619709,0.00019973273,0.00011694618,0.000014100053,0.04859884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972233,0.0017823668,0.00023352409,0.00016409997,0.00039801825,0.00019868162],"domain_scores_gemma":[0.99898267,0.00010360445,0.00015832997,0.00063576637,0.000059087215,0.000060515533],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012794964,0.00009983938,0.00010900662,0.00008737334,0.0020912348,0.00007941039,0.0008192821,0.0000681206,0.011773769],"category_scores_gemma":[0.00003482091,0.00012328339,0.00007732008,0.00041440176,0.00027248866,0.00020888458,0.0007374852,0.0004042119,0.00014124505],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004821817,0.000260639,0.0005175035,0.000018255394,0.00002989878,4.959024e-7,0.023003664,0.00050896214,0.000026791222,0.4186369,0.28283808,0.274154],"study_design_scores_gemma":[0.00013288429,0.0000421416,0.0046591437,0.000018128161,0.000027726479,3.3006594e-7,0.01827898,0.00050567737,0.0000108724225,0.009138877,0.9670532,0.00013204337],"about_ca_topic_score_codex":0.009219086,"about_ca_topic_score_gemma":0.0021200583,"teacher_disagreement_score":0.8254576,"about_ca_system_score_codex":0.0006586142,"about_ca_system_score_gemma":0.000055273205,"threshold_uncertainty_score":0.9992079},"labels":[],"label_agreement":null},{"id":"W4285394380","doi":"10.1177/01622439221112459","title":"The Efficacy Paradox Revisited: “Closing Up” Commitments in Nuclear Waste Governance","year":2022,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Harvard Kennedy School; Fonds De La Recherche Scientifique - FNRS; Universitat Pompeu Fabra","keywords":"Closing (real estate); Corporate governance; Nuclear power; Process (computing); Citizen journalism; Variety (cybernetics); Closure (psychology); Political science; Business; Public relations; Economics; Knowledge management; Computer science; Management; Law","score_opus":0.026895240052174422,"score_gpt":0.34634574552466146,"score_spread":0.31945050547248705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285394380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629678,0.000302486,0.0000060277384,0.010708535,0.00051004736,0.00047750975,0.0000025110157,0.00026857853,0.024756491],"genre_scores_gemma":[0.9960821,0.00035991482,0.0001250614,0.00035625184,0.000037219503,0.000040907988,6.8248045e-7,0.000008599832,0.0029892346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977364,0.00019521707,0.00023969136,0.00041760728,0.00083648256,0.00057461404],"domain_scores_gemma":[0.9992094,0.00004986484,0.0001506773,0.0004942063,0.00004283428,0.000052988828],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0028708498,0.00010298057,0.00013390945,0.00033416337,0.010785422,0.00018766077,0.001972147,0.000046771973,0.00029227],"category_scores_gemma":[0.000232227,0.00008971787,0.000044566874,0.002569622,0.0049552796,0.00026086357,0.0008083234,0.00036259505,0.000071149305],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009115979,0.00011603571,0.0038222738,0.0000024858075,0.0000062147083,0.000008860277,0.013504164,0.000091679234,0.0018883507,0.9274727,0.006176902,0.04690121],"study_design_scores_gemma":[0.0006515124,0.0001717381,0.018613659,0.00003930472,0.000012507336,0.0000024530118,0.101496026,0.00028242497,0.00015081489,0.049294762,0.8289629,0.00032189628],"about_ca_topic_score_codex":0.00030977323,"about_ca_topic_score_gemma":0.00028503875,"teacher_disagreement_score":0.87817794,"about_ca_system_score_codex":0.0005990304,"about_ca_system_score_gemma":0.00008346738,"threshold_uncertainty_score":0.99775267},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4286615919","doi":"10.1371/journal.pclm.0000048","title":"On the acceptance of intergenerational climate legacies: A comparison of Canada and Japan","year":2022,"lang":"en","type":"article","venue":"PLOS Climate","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Canada Research Chairs; Carnegie Mellon University; National Science Foundation","keywords":"Negotiation; Climate justice; Climate change; Compensation (psychology); Economic Justice; Inheritance (genetic algorithm); Intentionality; Willingness to accept; Political science; Settlement (finance); Social psychology; Environmental ethics; Sociology; Psychology; Willingness to pay; Economics; Law; Ecology","score_opus":0.04139720156646209,"score_gpt":0.3071070558232597,"score_spread":0.2657098542567976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286615919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748927,0.000026569178,0.0000043862037,0.0022188155,0.00013698265,0.0001472073,0.000062949344,0.000008973657,0.02250145],"genre_scores_gemma":[0.9991565,0.00016032727,0.0000312085,0.00035339326,0.000017134646,0.000029070394,0.0000051421357,0.0000034160569,0.0002438598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.999054,0.00012879638,0.00017936087,0.00009164269,0.00039915068,0.00014703187],"domain_scores_gemma":[0.9996396,0.000089635374,0.00011816088,0.00009392403,0.000031031377,0.00002767453],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035706852,0.00004509345,0.000105491075,0.000025247584,0.00053986115,0.000016011587,0.00015363815,0.0000085796255,0.0016122548],"category_scores_gemma":[0.000044206416,0.000036242658,0.000021291818,0.0001060921,0.000100032514,0.00004104169,0.00011502774,0.000063973835,0.00000150892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010953999,0.00036545197,0.049560234,0.00009485148,0.000067091445,8.938678e-7,0.05311317,0.0016816463,0.0026154565,0.85370225,0.036176704,0.002512724],"study_design_scores_gemma":[0.0014575028,0.0007804333,0.13082771,0.00015646419,0.00014366464,8.9193935e-7,0.60099643,0.021084089,0.0043263,0.004011561,0.23538466,0.00083029433],"about_ca_topic_score_codex":0.040458288,"about_ca_topic_score_gemma":0.4469766,"teacher_disagreement_score":0.8496907,"about_ca_system_score_codex":0.000073443895,"about_ca_system_score_gemma":0.000065922584,"threshold_uncertainty_score":0.9993004},"labels":[],"label_agreement":null},{"id":"W4292452166","doi":"10.1177/25148486221117947","title":"The epistemic tensions of nuclear waste siting in a nuclear landscape","year":2022,"lang":"en","type":"article","venue":"Environment and Planning E Nature and Space","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Sociology; Politics; Situated; Negotiation; Inclusion (mineral); Epistemology; Indigenous; Process (computing); Environmental ethics; Political science; Social science; Law","score_opus":0.00908729307777994,"score_gpt":0.24141142641602084,"score_spread":0.2323241333382409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292452166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98168117,0.0015700486,0.0000012808116,0.0070418157,0.000069104484,0.00010109855,0.0000024787485,0.000010309064,0.009522717],"genre_scores_gemma":[0.99665374,0.0015930668,0.000056478184,0.0002587052,0.0000364069,0.0000022752795,0.0000017011259,0.0000046869686,0.0013929706],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994557,0.00009327039,0.00006981145,0.00010479823,0.00016231326,0.00011413468],"domain_scores_gemma":[0.9997917,0.00007529577,0.000041939904,0.000058163358,0.0000017042064,0.000031199637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043437217,0.00004483595,0.00006570466,0.00003366683,0.00076328317,0.00002400083,0.000063544096,0.00004133205,0.0001093817],"category_scores_gemma":[0.000018789618,0.000035547175,0.000015154455,0.00005306747,0.000079044185,0.00003142716,0.000105231964,0.00024920344,0.0000017797596],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004093334,0.00023796978,0.19376451,0.000072590454,0.00010431955,0.0001206712,0.47089136,0.005168266,0.004872328,0.15670265,0.13615775,0.031498265],"study_design_scores_gemma":[0.00020809987,0.00003947348,0.025858551,0.000015859761,0.000008455309,0.0000014111458,0.12966861,0.00065492623,9.324017e-7,0.0002108796,0.8432556,0.00007721067],"about_ca_topic_score_codex":0.000081381244,"about_ca_topic_score_gemma":0.000026973834,"teacher_disagreement_score":0.7070978,"about_ca_system_score_codex":0.000017562817,"about_ca_system_score_gemma":0.0000036218844,"threshold_uncertainty_score":0.5870634},"labels":[],"label_agreement":null},{"id":"W4292546839","doi":"10.1111/risa.14008","title":"Confidence deficits and reducibility: Toward a coherent conceptualization of uncertainty level","year":2022,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Conceptualization; Epistemology; Frequentist inference; Dimension (graph theory); Perspective (graphical); Field (mathematics); Uncertainty quantification; Uncertainty analysis; Frequentist probability; Bayesian probability; Conversation; Psychology; Sociology; Bayesian inference; Computer science; Mathematics; Artificial intelligence; Philosophy","score_opus":0.07260966288673176,"score_gpt":0.339742848012279,"score_spread":0.26713318512554723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292546839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661222,0.000401672,0.027211795,0.00091112003,0.00010268263,0.00034676574,0.00011857016,0.000050133334,0.0047350447],"genre_scores_gemma":[0.99737066,0.0011077535,0.00015017285,0.0000830507,0.000015271997,0.00002760471,0.000021801103,0.0000030049043,0.0012206727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9983243,0.000581655,0.00023233083,0.0002632248,0.0004668294,0.00013169974],"domain_scores_gemma":[0.9993799,0.00007271272,0.0001907997,0.00019059515,0.00010197712,0.00006404768],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001254185,0.00006334205,0.00020652828,0.00017240173,0.00048010648,0.000028993134,0.00014394731,0.00002350769,0.0025982398],"category_scores_gemma":[0.00018002304,0.00006461415,0.00011438329,0.0011239181,0.00023359293,0.00006062637,0.00009614946,0.00007140727,0.000004059897],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010570645,0.00042202024,0.2013957,0.000042979456,0.001761246,0.0000036204922,0.2993902,0.12553203,0.00024116687,0.30151224,0.0050977385,0.06449534],"study_design_scores_gemma":[0.001161199,0.00023322486,0.21070278,0.000013633732,0.005146606,5.2326845e-7,0.5672181,0.049790647,0.00006299974,0.016274855,0.14868884,0.0007065616],"about_ca_topic_score_codex":0.033549502,"about_ca_topic_score_gemma":0.006207802,"teacher_disagreement_score":0.2852374,"about_ca_system_score_codex":0.00012558329,"about_ca_system_score_gemma":0.00006948538,"threshold_uncertainty_score":0.99831355},"labels":[],"label_agreement":null},{"id":"W4293210221","doi":"10.2139/ssrn.4118618","title":"Seven Questions for Existential Risk Studies","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Existentialism; Psychology; Epistemology; Philosophy","score_opus":0.032557472611606186,"score_gpt":0.3660931308054052,"score_spread":0.333535658193799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293210221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62564325,0.03664738,0.15302143,0.0905767,0.014265596,0.0045009777,0.00013455992,0.000812245,0.07439788],"genre_scores_gemma":[0.92215717,0.02853997,0.00023026676,0.00019375162,0.00073629554,0.00010991556,0.000003078665,0.0000115417515,0.04801803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979812,0.00034272368,0.00015028154,0.00011751934,0.0003158633,0.0010923926],"domain_scores_gemma":[0.9996327,0.000047908226,0.000119946635,0.000069029644,0.00007971819,0.000050667342],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0039269193,0.00006092986,0.000094089446,0.00008049506,0.0035566972,0.000047886308,0.00022390811,0.000016726302,0.00024859692],"category_scores_gemma":[0.00014776367,0.000059954153,0.00012516262,0.00014397608,0.00007563441,0.00010583931,0.000062446925,0.0006872912,0.0000145941585],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039182036,0.0000779288,0.00026601763,0.000002200503,0.00025458666,9.183343e-7,0.013889944,0.0003730398,0.000009560926,0.9194727,0.012622098,0.052991834],"study_design_scores_gemma":[0.00029462302,0.0001642129,0.00010680693,0.0000013751629,0.000052167277,0.0000078873045,0.14377075,0.000020448635,2.7404408e-7,0.31385037,0.54166067,0.00007041231],"about_ca_topic_score_codex":0.0005259477,"about_ca_topic_score_gemma":0.010665333,"teacher_disagreement_score":0.60562235,"about_ca_system_score_codex":0.0016643349,"about_ca_system_score_gemma":0.0010203443,"threshold_uncertainty_score":0.9977405},"labels":[],"label_agreement":null},{"id":"W4298251029","doi":"","title":"Risque(s) et gouvernementalité. Reconstruction théorique et illustration empirique:les usages du risque dans l’économie du châtiment légal","year":2006,"lang":"fr","type":"article","venue":"LillOA (Université de Lille (University Of Lille))","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Political science","score_opus":0.013812815382266188,"score_gpt":0.21583323748806343,"score_spread":0.20202042210579724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298251029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6327002,0.0002822814,0.008858611,0.051903356,0.00094007415,0.00068569195,0.00023942461,0.00018087817,0.30420947],"genre_scores_gemma":[0.83916914,0.010960635,0.0035655522,0.0004983985,0.000319404,0.0000020138648,0.00018401997,0.000040513056,0.14526033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965222,0.0010445168,0.00039584067,0.00081080326,0.0005368067,0.0006898282],"domain_scores_gemma":[0.9981709,0.00014317768,0.0007034058,0.00043406815,0.00022554607,0.00032289053],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010936355,0.00046790694,0.0005672869,0.0004279023,0.0020215546,0.00009423914,0.00070171355,0.0005960371,0.0060883253],"category_scores_gemma":[0.000023704091,0.0006694243,0.0005139016,0.000722393,0.0013208099,0.0018305046,0.0005257989,0.0004147492,0.00018293946],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006730994,0.001840791,0.05918784,0.0003638777,0.0010306456,0.00046228923,0.14180861,0.011638469,0.0032393557,0.52406263,0.20715088,0.048541497],"study_design_scores_gemma":[0.0026886894,0.0003512199,0.050623763,0.00019678308,0.0004511512,0.000047972128,0.17025118,0.0039009731,0.00025497033,0.001572472,0.76871806,0.0009427827],"about_ca_topic_score_codex":0.11948238,"about_ca_topic_score_gemma":0.1703803,"teacher_disagreement_score":0.5615672,"about_ca_system_score_codex":0.005018191,"about_ca_system_score_gemma":0.00037827843,"threshold_uncertainty_score":0.9995757},"labels":[],"label_agreement":null},{"id":"W4304959491","doi":"10.1037/xge0001306","title":"The unlikelihood effect: When knowing more creates the perception of less.","year":2022,"lang":"en","type":"article","venue":"Journal of Experimental Psychology General","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"PsycINFO; Outcome (game theory); Perception; Psychology; Range (aeronautics); Social psychology; MEDLINE; Economics; Engineering","score_opus":0.031017129233399592,"score_gpt":0.3881222012567953,"score_spread":0.3571050720233957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304959491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763836,0.0014876671,0.0000553747,0.009393644,0.0016621129,0.00020476416,0.0000016067951,0.000008891926,0.01080233],"genre_scores_gemma":[0.99641854,0.00029577623,0.00017507924,0.0010676219,0.00051382434,0.00002460337,0.000001366737,0.000009169942,0.0014940111],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781305,0.0010484258,0.00034547917,0.00011614886,0.00047053967,0.00020635033],"domain_scores_gemma":[0.99935144,0.00009115611,0.00028870066,0.00016408926,0.000048252277,0.000056358047],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019971307,0.00009064428,0.00015781206,0.00007062457,0.0014357315,0.000042059844,0.0005431899,0.000037860977,0.0007806695],"category_scores_gemma":[0.000028021494,0.000054057633,0.0001915768,0.0001237885,0.00040664757,0.000108045846,0.000107701584,0.00029995854,0.000006478297],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010869191,0.0010066573,0.013217724,0.000006430671,0.00038745714,0.000034501038,0.2405982,0.00046835563,0.36566678,0.009982862,0.2758244,0.091719694],"study_design_scores_gemma":[0.002708389,0.0024088288,0.05007046,0.000015692884,0.000093475195,0.00009941205,0.41056472,0.00007929814,0.0021242502,0.0015708011,0.5300007,0.00026396604],"about_ca_topic_score_codex":0.00023638715,"about_ca_topic_score_gemma":0.00003224419,"teacher_disagreement_score":0.36354253,"about_ca_system_score_codex":0.00014364914,"about_ca_system_score_gemma":0.000036020698,"threshold_uncertainty_score":0.9998643},"labels":[],"label_agreement":null},{"id":"W4306964105","doi":"10.18280/ijsdp.170632","title":"Risk Perception and Communication in the Porto Region (PR), Portugal","year":2022,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Risk perception; Perception; Risk communication; Variance (accounting); Set (abstract data type); Geography; Psychology; Demography; Socioeconomics; Social psychology; Environmental health; Computer science; Medicine; Sociology; Business","score_opus":0.024521432524404432,"score_gpt":0.30576074045961865,"score_spread":0.28123930793521423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306964105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905198,0.00027525864,0.00036134777,0.003532322,0.00012072204,0.00010501982,3.2948316e-7,0.000004634422,0.005080534],"genre_scores_gemma":[0.99683875,0.00091521133,0.0005596863,0.000342052,0.00006601035,0.000008750566,0.0000065840477,0.0000024562214,0.0012605167],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99894065,0.00022963103,0.00022292208,0.00006098327,0.00043937645,0.00010643845],"domain_scores_gemma":[0.9995062,0.00006510743,0.00021654186,0.00003566742,0.000147879,0.000028609471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023558883,0.000044269884,0.000059611273,0.00023503497,0.0006117317,0.00011680221,0.00023566338,0.00001672685,0.000061292776],"category_scores_gemma":[0.00008182659,0.000037489965,0.000015421821,0.00010692937,0.00004353383,0.00027938368,0.00010397056,0.0001999741,3.6817872e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017129384,0.00009310705,0.19928885,0.000008964962,0.000057310517,0.0009731418,0.6923415,0.0005209061,0.0000044171566,0.028797371,0.0076120785,0.07013108],"study_design_scores_gemma":[0.00021308768,0.000015707736,0.25167456,0.000011425693,0.0000043852365,0.00003644553,0.49889475,0.00002736049,2.4848163e-7,0.0013436695,0.24773796,0.00004038059],"about_ca_topic_score_codex":0.00045647053,"about_ca_topic_score_gemma":0.000054276767,"teacher_disagreement_score":0.24012588,"about_ca_system_score_codex":0.00023659169,"about_ca_system_score_gemma":0.00010903783,"threshold_uncertainty_score":0.47050077},"labels":[],"label_agreement":null},{"id":"W4307180770","doi":"10.1080/10410236.2022.2137771","title":"Risk Communication in Public Health: Lessons from a Historic Fluoridation Debate in Saskatchewan","year":2022,"lang":"en","type":"article","venue":"Health Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Misinformation; Outreach; Public relations; Public health; Health communication; Newspaper; Psychological intervention; Social media; Information Dissemination; Political science; Population; Water fluoridation; Mass media; Medicine; Environmental health; Nursing; Computer science; Law","score_opus":0.10801317507104237,"score_gpt":0.3879795521346725,"score_spread":0.27996637706363015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307180770","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31345114,0.009608642,0.0008204232,0.66423374,0.000520928,0.0024542839,0.00011784155,0.00031289275,0.008480102],"genre_scores_gemma":[0.9654,0.027716227,0.0018261936,0.0032314188,0.000018788041,0.0004711451,0.0010224399,0.00001444099,0.00029935967],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99058133,0.007628331,0.00067163806,0.00025200212,0.00045549514,0.00041121434],"domain_scores_gemma":[0.9977941,0.00030826067,0.0005920747,0.0010979,0.000054589884,0.00015307205],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007806259,0.00010002277,0.00023992897,0.00048769137,0.002240021,0.00006681679,0.00089456036,0.000052122665,0.0003661228],"category_scores_gemma":[0.00017395595,0.00013294164,0.000038290575,0.001311534,0.00009534207,0.00035585676,0.00035487625,0.0006310531,0.000026828626],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021972191,0.00061307196,0.010823934,0.000014433786,0.000009453461,2.809732e-7,0.4521308,0.0005153576,0.0000049345254,0.03389257,0.010964223,0.491009],"study_design_scores_gemma":[0.00053281797,0.000040252427,0.21222648,0.000030945797,0.0000027918998,1.0539192e-7,0.105018675,0.0020817337,1.1979239e-7,0.0030743266,0.67686176,0.0001299828],"about_ca_topic_score_codex":0.46949482,"about_ca_topic_score_gemma":0.703079,"teacher_disagreement_score":0.66589755,"about_ca_system_score_codex":0.006094695,"about_ca_system_score_gemma":0.0011076339,"threshold_uncertainty_score":0.9990589},"labels":[],"label_agreement":null},{"id":"W4307288513","doi":"10.1016/j.scitotenv.2022.159677","title":"Classification of sub-populations for quantitative risk assessment based on awareness and perception: A cross-sectional population study of private well users in Ontario","year":2022,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kingston Health Sciences Centre; Public Health Ontario; Queen's University","funders":"","keywords":"Risk perception; Logistic regression; Perception; Psychology; Environmental health; Cluster (spacecraft); Population; Risk assessment; Demographics; Educational attainment; Cross-sectional study; Applied psychology; Medicine; Demography; Computer security; Computer science","score_opus":0.07682155235104227,"score_gpt":0.3615615623743638,"score_spread":0.28474001002332155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307288513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99800605,0.000001002849,0.00030638673,0.00025224948,0.00014365811,0.0010596624,0.000012726824,0.0000031440347,0.000215125],"genre_scores_gemma":[0.99929214,0.0000038763133,0.00042700832,0.0000050095828,0.0000044235057,0.0001050079,0.0000042339384,0.0000029424205,0.00015536923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983034,0.0002935391,0.00027629305,0.00020080993,0.0008213539,0.00010457775],"domain_scores_gemma":[0.9993382,0.00006797941,0.00032902765,0.00022158591,0.00002227966,0.000020928564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022711086,0.00005841932,0.00009219073,0.00010134766,0.00104512,0.000019725008,0.00025969386,0.000013739611,0.00014034692],"category_scores_gemma":[0.000036835812,0.000042875163,0.000044548142,0.0002492723,0.0005821523,0.00012913739,0.00011966584,0.00009084347,4.521844e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048037597,0.00036872397,0.50973564,0.0000026066855,0.000003350618,1.0937536e-8,0.007382114,0.47618145,0.0016393359,0.0045418455,0.0000016043437,0.00009526494],"study_design_scores_gemma":[0.00036471797,0.0002769608,0.9596786,0.000003713699,0.000013925057,4.3963947e-8,0.011113791,0.027778218,0.000018902703,0.00069014856,0.000017439206,0.000043549695],"about_ca_topic_score_codex":0.034578912,"about_ca_topic_score_gemma":0.009770478,"teacher_disagreement_score":0.44994295,"about_ca_system_score_codex":0.0007137212,"about_ca_system_score_gemma":0.00009684221,"threshold_uncertainty_score":0.9718499},"labels":[],"label_agreement":null},{"id":"W4308992323","doi":"10.24095/hpcdp.42.11/12.04f","title":"Enquêtes sur les signalements de grappes de cancer au Canada : étude qualitative des pratiques de communication et des procédures d’enquête en santé publique","year":2022,"lang":"fr","type":"article","venue":"Promotion de la santé et prévention des maladies chroniques au Canada","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University; Occupational Cancer Research Centre","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Political science; Humanities; Art","score_opus":0.0264222547578694,"score_gpt":0.36580980185031586,"score_spread":0.33938754709244645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308992323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9603303,0.010154396,0.007978078,0.006355705,0.00023389544,0.0015577871,0.00039468985,0.00020332485,0.012791806],"genre_scores_gemma":[0.93709886,0.045009788,0.0061286576,0.0010653231,0.00018735166,0.0023435215,0.00018547747,0.00007370247,0.0079073245],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.97898674,0.017243056,0.0008236165,0.0005834558,0.0009821976,0.0013809631],"domain_scores_gemma":[0.9968832,0.0010619955,0.00072305626,0.00034514238,0.0005530887,0.00043351957],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008725098,0.0005213574,0.00046413118,0.0002174606,0.0029317937,0.0003707489,0.0008011425,0.00021486846,0.007458746],"category_scores_gemma":[0.00096534257,0.00061372854,0.00018484813,0.00067227974,0.0014735158,0.0011707615,0.00039060984,0.00077549025,8.21077e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00015123379,0.0011450443,0.22544354,0.0045761447,0.0008952809,0.00007787553,0.59614164,0.007206878,0.0011997313,0.05924274,0.052229773,0.051690113],"study_design_scores_gemma":[0.0010904721,0.0006349725,0.5354065,0.0028789672,0.00036931987,0.00005710194,0.23147468,0.0019126283,0.0035678886,0.02522692,0.19602358,0.001356994],"about_ca_topic_score_codex":0.9948411,"about_ca_topic_score_gemma":0.99994254,"teacher_disagreement_score":0.36466697,"about_ca_system_score_codex":0.03378058,"about_ca_system_score_gemma":0.026678218,"threshold_uncertainty_score":0.9996314},"labels":[],"label_agreement":null},{"id":"W4309074929","doi":"10.1111/capa.12504","title":"Existential threats: Climate change, pandemics and institutions","year":2022,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Mandate; Existentialism; Political science; Scope (computer science); Delegate; Climate change; Action (physics); Law and economics; Business; Coronavirus disease 2019 (COVID-19); Economics; Law; Disease; Medicine; Infectious disease (medical specialty)","score_opus":0.14929210470969506,"score_gpt":0.36081175806727633,"score_spread":0.21151965335758127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309074929","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15955569,0.00023387246,0.00035862005,0.29126522,0.0019494181,0.0013883034,0.00037065882,0.00024054585,0.5446377],"genre_scores_gemma":[0.9957384,0.000461695,0.0000580605,0.0017130668,0.00019501626,0.00015402655,0.0001266717,0.0000043492164,0.0015487168],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992064,0.00008979038,0.000101490354,0.00014935769,0.00018191304,0.00027099863],"domain_scores_gemma":[0.99947286,0.0000070973374,0.000037458285,0.000090119276,0.000034133565,0.00035831047],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00039995753,0.00005221032,0.000050467024,0.00016808973,0.0023180842,0.00018332069,0.00010666792,0.00003554428,0.0007716081],"category_scores_gemma":[0.000031616204,0.000064727814,0.000020422178,0.00025675163,0.0001314165,0.00032829173,0.00003190723,0.00008568563,0.000011534478],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019074846,0.00001268086,0.0017263474,0.0000021193346,0.0000033723088,0.000006424415,0.0014854862,2.7197083e-7,0.0000011016076,0.97217214,0.0025270958,0.022061031],"study_design_scores_gemma":[0.000097787546,0.000034296587,0.0021599426,0.0000010620797,0.0000065615486,0.0000038301673,0.006806125,0.000036450103,1.6414673e-7,0.00062016555,0.99015564,0.00007795638],"about_ca_topic_score_codex":0.014387993,"about_ca_topic_score_gemma":0.8503813,"teacher_disagreement_score":0.9876286,"about_ca_system_score_codex":0.0003534715,"about_ca_system_score_gemma":0.0010620604,"threshold_uncertainty_score":0.99898076},"labels":[],"label_agreement":null},{"id":"W4310527862","doi":"10.32388/zzauqm","title":"Review of: \"The case for denicotinising tobacco in Aotearoa NZ remains strong: response to online critique\"","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Aotearoa; History; Political science; Sociology; Law","score_opus":0.08037212099574605,"score_gpt":0.4382416117787936,"score_spread":0.3578694907830476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310527862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59434557,0.0055208607,0.002814223,0.33726308,0.003338392,0.016304217,0.0006517309,0.0002678309,0.03949409],"genre_scores_gemma":[0.47033247,0.07890043,0.07136115,0.090959094,0.0014997233,0.0028971618,0.00023184567,0.00022321954,0.2835949],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687934,0.0014977135,0.0005657959,0.00041664697,0.00034517772,0.00029534832],"domain_scores_gemma":[0.99868786,0.00029099145,0.00018302676,0.00059926475,0.00013068333,0.00010815364],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0052711614,0.00015475384,0.0003536494,0.00015532749,0.0002952211,0.000054513483,0.000636196,0.000111191206,0.0019167174],"category_scores_gemma":[0.0022538246,0.00013467103,0.00026096287,0.00038645367,0.000080639395,0.000049630078,0.0011124333,0.00038538486,0.000005767719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001107252,0.001561282,0.0016913963,0.011740257,0.00014432079,0.00033685195,0.061045215,0.002048348,0.00017256054,0.084153876,0.69924664,0.136752],"study_design_scores_gemma":[0.00021384607,0.00005194393,0.0009685027,0.0028475702,0.00004793875,0.0000045014353,0.020127313,0.00003815791,0.000004608814,0.0008710343,0.9745759,0.00024872355],"about_ca_topic_score_codex":0.008403056,"about_ca_topic_score_gemma":0.07053509,"teacher_disagreement_score":0.2753292,"about_ca_system_score_codex":0.00048292894,"about_ca_system_score_gemma":0.0005267233,"threshold_uncertainty_score":0.99899566},"labels":[],"label_agreement":null},{"id":"W4312129487","doi":"10.1016/j.jenvman.2022.116994","title":"On the architecture of collaboration in inter-organizational natural resource management networks","year":2022,"lang":"en","type":"review","venue":"Journal of Environmental Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Fulbright Canada; Social Sciences and Humanities Research Council of Canada; McGill University; National Oceanic and Atmospheric Administration; U.S. Department of Commerce","keywords":"Operationalization; Conceptualization; Natural resource management; Knowledge management; Collaborative governance; Scholarship; Conceptual framework; Resource (disambiguation); Corporate governance; Natural resource; Computer science; Sociology; Business; Political science","score_opus":0.012596552968249759,"score_gpt":0.2865521660081273,"score_spread":0.27395561303987753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312129487","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010693246,0.91346073,0.0009163407,0.0017872307,0.001661432,0.0036022768,0.000031750576,0.000020182038,0.078413144],"genre_scores_gemma":[0.0023956655,0.99219906,0.00022682929,0.00033617605,0.00015590742,0.000049499748,0.00003844887,0.000031088082,0.004567336],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99668175,0.0008252675,0.00091105583,0.00024315035,0.0010983187,0.00024044616],"domain_scores_gemma":[0.99844724,0.00018541148,0.0010225837,0.0002775539,0.0000074820764,0.00005975749],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015024396,0.00025621892,0.0005634091,0.0005390308,0.00025118055,0.000065157175,0.0008210689,0.00007799171,0.002813747],"category_scores_gemma":[0.000020551637,0.00018601787,0.00029977868,0.0006777567,0.00016752124,0.0000840374,0.00042373306,0.00058430264,0.000015859101],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004478234,0.00041126128,0.0000072675016,0.00067134993,0.00044158276,0.00008660901,0.0016914649,0.0026135456,8.059247e-8,0.047645055,0.010621249,0.93576574],"study_design_scores_gemma":[0.000252296,0.000082591236,0.00008411872,0.0009949893,0.0002850915,0.0000030332903,0.0085721,0.000009235409,3.103727e-8,0.00051976077,0.9890392,0.00015758468],"about_ca_topic_score_codex":0.0000062271247,"about_ca_topic_score_gemma":0.000032576107,"teacher_disagreement_score":0.97841793,"about_ca_system_score_codex":0.0011923175,"about_ca_system_score_gemma":0.000026416663,"threshold_uncertainty_score":0.99809784},"labels":[],"label_agreement":null},{"id":"W4313321580","doi":"10.24908/ss.v20i4.16067","title":"Reflections on Forty Years of “Surveillance Studies”","year":2022,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Key (lock); Political science; Sociology; Public relations; Media studies; Computer science; Computer security","score_opus":0.08195294137131925,"score_gpt":0.4162479495505912,"score_spread":0.33429500817927194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313321580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8022681,0.0013381231,0.00033994913,0.00799106,0.0041485312,0.001128282,0.00018514498,0.0005523541,0.18204847],"genre_scores_gemma":[0.99103,0.0032757898,0.00025586694,0.0010270065,0.00015160625,0.000077778604,0.00000993466,0.000012426302,0.0041596415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982464,0.00037352182,0.00021647474,0.00026422145,0.0006113615,0.00028805743],"domain_scores_gemma":[0.9992796,0.0001655973,0.00013890098,0.00025960317,0.000101087186,0.00005519576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018977026,0.00008900453,0.00021097869,0.00003039803,0.00094161794,0.000016443939,0.00025116815,0.000036199213,0.0005404587],"category_scores_gemma":[0.00012487476,0.00010031858,0.00022812981,0.00061867,0.0002650536,0.000053030642,0.00014108676,0.00018743744,0.000025340367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009048298,0.0005077862,0.036714815,0.000059203987,0.00042280866,0.0000056327967,0.24495128,0.002660737,0.00042813685,0.04222584,0.63561285,0.036320437],"study_design_scores_gemma":[0.00025662774,0.00008618718,0.061432756,0.0000029449345,0.0000029508637,2.2036238e-7,0.06728727,0.000014128311,0.0000031184231,0.00079173286,0.86998314,0.00013893607],"about_ca_topic_score_codex":0.00073063,"about_ca_topic_score_gemma":0.0030937411,"teacher_disagreement_score":0.23437028,"about_ca_system_score_codex":0.0004110716,"about_ca_system_score_gemma":0.0000931404,"threshold_uncertainty_score":0.72422594},"labels":[],"label_agreement":null},{"id":"W4313396357","doi":"10.3389/fmars.2022.954959","title":"A will-o’-the wisp? On the utility of voluntary contributions of data and knowledge from the fishing industry to marine science","year":2022,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; Fisheries and Oceans Canada; University of New Brunswick","funders":"European Maritime and Fisheries Fund; Ministerie van Landbouw, Natuur en Voedselkwaliteit; Ocean Frontier Institute; Science Foundation Ireland","keywords":"Business; Corporate governance; Stakeholder; Experiential knowledge; Knowledge management; Quality (philosophy); Sociology of scientific knowledge; Environmental resource management; Public relations; Economics; Political science; Computer science","score_opus":0.03619939121072555,"score_gpt":0.33234994662835765,"score_spread":0.2961505554176321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313396357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94245034,0.000033246066,0.0008686435,0.031681247,0.0010405228,0.00077123404,0.00019426667,0.000015899956,0.022944586],"genre_scores_gemma":[0.9971046,0.000052165673,0.0016713715,0.0006231858,0.000047840105,0.000025813888,0.0000062958525,0.00000256301,0.00046616717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977292,0.00034837125,0.00023514565,0.00043006925,0.00093192334,0.00032527972],"domain_scores_gemma":[0.99848247,0.0002823115,0.000115430754,0.0009038746,0.0001235757,0.000092341426],"candidate_categories":["sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.010236657,0.00008010311,0.00013356569,0.00014032354,0.0022166767,0.000106273685,0.00366083,0.000026398186,0.0005446139],"category_scores_gemma":[0.001665767,0.000048971182,0.000021139309,0.0028079613,0.004969576,0.0005911147,0.008225131,0.00043713127,0.0000010879611],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051404426,0.00018337616,0.66167426,0.000004723739,0.00001177981,0.0000011432286,0.0236108,0.000065430286,0.00024009493,0.01812488,0.076080285,0.21995182],"study_design_scores_gemma":[0.00016142086,0.000043825476,0.8406227,0.00001327966,0.000012861462,2.8833935e-7,0.050535213,0.0051286654,0.000039123857,0.0077652372,0.095584005,0.000093333074],"about_ca_topic_score_codex":0.010214921,"about_ca_topic_score_gemma":0.0025209778,"teacher_disagreement_score":0.2198585,"about_ca_system_score_codex":0.0001931154,"about_ca_system_score_gemma":0.00063553243,"threshold_uncertainty_score":0.99979615},"labels":[],"label_agreement":null},{"id":"W4318244627","doi":"10.1016/b978-0-12-822796-1.00027-9","title":"Talking points: Narrative strategies to promote nuclear power in Turkey","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nuclear power; Opposition (politics); Nuclear weapon; Narrative; Scarcity; Prestige; Business; Political science; Political economy; Economics; Market economy; Law; Politics; Nuclear physics","score_opus":0.023869813407623515,"score_gpt":0.3017216705397071,"score_spread":0.2778518571320836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318244627","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065289176,0.000024685358,0.0000018892783,0.0013728358,0.000613676,0.001131408,0.000009142551,0.00022657482,0.9959669],"genre_scores_gemma":[0.0064248056,0.00012063129,0.00022737254,0.0007004468,0.00020321365,0.00004082106,0.000005778312,0.00008409493,0.99219286],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808806,0.000083523504,0.0003633477,0.000496497,0.0005610183,0.0004075334],"domain_scores_gemma":[0.99930125,0.000024067283,0.00013671035,0.00028845854,0.00008580938,0.00016371469],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000712978,0.00029305177,0.00036809096,0.0003310384,0.00033078998,0.00027107724,0.00038801553,0.00026838318,0.00206067],"category_scores_gemma":[0.000040774434,0.00029643226,0.00014654853,0.0000563545,0.00019956018,0.00013729015,0.00019782678,0.00039319717,0.002195046],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013229698,0.000008750279,7.3774777e-7,0.000022598848,0.00004408896,0.00006034573,0.23382242,0.000005488993,0.0000095188525,0.2988318,0.0019479088,0.46523312],"study_design_scores_gemma":[0.000112039605,0.000049895316,0.000040706258,0.0003702379,0.00001306663,2.8897773e-7,0.023566255,0.0000016272724,2.3925804e-7,0.03030797,0.94520706,0.00033060127],"about_ca_topic_score_codex":0.00008852788,"about_ca_topic_score_gemma":0.003843549,"teacher_disagreement_score":0.9432592,"about_ca_system_score_codex":0.00028251403,"about_ca_system_score_gemma":0.00016348674,"threshold_uncertainty_score":0.9999488},"labels":[],"label_agreement":null},{"id":"W4320488656","doi":"10.2139/ssrn.4354011","title":"Changes in the Span of Systematic Risk Exposures","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Environmental health; Medicine","score_opus":0.0281008579643483,"score_gpt":0.3147624686411843,"score_spread":0.286661610676836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320488656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824368,0.0010565596,0.0003931087,0.0074505107,0.00027441417,0.00057401287,0.0000010994272,0.000047926518,0.00776559],"genre_scores_gemma":[0.97043276,0.027238075,0.0000040072314,0.000057514964,0.00013138945,0.000014988613,3.6411348e-7,0.0000039873803,0.0021169425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99792314,0.00064454414,0.00017560739,0.00006374759,0.00037965903,0.00081331027],"domain_scores_gemma":[0.9996139,0.0000926252,0.00014587138,0.00009940006,0.00002669743,0.000021551901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008597033,0.000048150552,0.00011692362,0.00014800731,0.00025008075,0.000041838146,0.00032796405,0.00002838695,0.000032146516],"category_scores_gemma":[0.00019206558,0.00003071661,0.000052489515,0.00044058915,0.00005416492,0.000055579894,0.00001562507,0.00041706787,0.000053040007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016788157,0.00008706412,0.021646915,0.00046098785,0.00012282627,0.000007181192,0.11441145,0.00014195986,0.000059063328,0.8475677,0.0017157425,0.013762372],"study_design_scores_gemma":[0.00046145552,0.0002571724,0.037665892,0.00041286452,0.0000799411,0.000012676969,0.7575695,0.00010035697,0.0000073716487,0.19817393,0.0051088403,0.00014999506],"about_ca_topic_score_codex":0.00122182,"about_ca_topic_score_gemma":0.1159911,"teacher_disagreement_score":0.64939374,"about_ca_system_score_codex":0.00020156572,"about_ca_system_score_gemma":0.00026872545,"threshold_uncertainty_score":0.90013975},"labels":[],"label_agreement":null},{"id":"W4323663082","doi":"10.3390/jne4010020","title":"Radiation Workers and Risk Perceptions: Low Dose Radiation, Nuclear Power Production, and Small Modular Nuclear Reactors","year":2023,"lang":"en","type":"article","venue":"Journal of Nuclear Engineering","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of Regina","funders":"","keywords":"Risk perception; Perception; Nuclear power; Psychology; Production (economics); Psychological intervention; Business; Psychiatry; Physics","score_opus":0.008803862968895314,"score_gpt":0.23112578504264603,"score_spread":0.2223219220737507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323663082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99656415,0.000115917515,0.000050530536,0.0019990208,0.0006532248,0.00015437424,0.0000014938614,0.00014758452,0.0003137252],"genre_scores_gemma":[0.98529,0.012965849,0.0010344964,0.00006540876,0.00042003221,9.4786867e-7,8.908595e-7,0.000045531193,0.00017683968],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989459,0.00008505869,0.0002953236,0.00016876114,0.00028822428,0.00021675101],"domain_scores_gemma":[0.9993866,0.000032289405,0.00019035093,0.000114260285,0.00009101064,0.00018545393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096264144,0.00011628792,0.00016184566,0.00035874,0.0003871695,0.0001770965,0.000113802904,0.000089152614,0.00019496772],"category_scores_gemma":[0.00050978456,0.000119469565,0.000069111404,0.00039130368,0.00007233073,0.00052125513,0.000040009134,0.00024714772,0.000063778505],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035695228,0.0004221348,0.042701837,0.0003032484,0.0010551369,0.000103683225,0.4493033,0.108102605,0.018528197,0.01630668,0.14740573,0.21541052],"study_design_scores_gemma":[0.0004532528,0.00010084589,0.52960664,0.000107135245,0.00007814025,0.00001587215,0.02413263,0.007847161,0.000001394812,0.00008109342,0.43731952,0.00025629508],"about_ca_topic_score_codex":0.00011351188,"about_ca_topic_score_gemma":0.000014282992,"teacher_disagreement_score":0.48690483,"about_ca_system_score_codex":0.00013875357,"about_ca_system_score_gemma":0.000018860843,"threshold_uncertainty_score":0.48718274},"labels":[],"label_agreement":null},{"id":"W4366221529","doi":"10.3390/en16083468","title":"Small Modular Reactor Deployment and Obstacles to Be Overcome","year":2023,"lang":"en","type":"article","venue":"Energies","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Software deployment; Modular design; Energy security; Nuclear power; Process (computing); Identification (biology); Business; Environmental economics; Risk analysis (engineering); Computer science; Engineering; Economics; Renewable energy","score_opus":0.08395864465538407,"score_gpt":0.3167084656476659,"score_spread":0.23274982099228186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366221529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98141956,0.000054833825,0.000024399422,0.0080495635,0.00023034755,0.000107946915,0.0000027466044,0.00027418195,0.009836429],"genre_scores_gemma":[0.97237873,0.001548978,0.00046743336,0.0011588949,0.00012570413,0.000033989163,0.0000044204667,0.000010001641,0.024271837],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993606,0.00004518118,0.00007304353,0.00014748731,0.00018563152,0.00018804544],"domain_scores_gemma":[0.99973816,0.000032870703,0.00001433362,0.0001057697,0.000015656007,0.00009323495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023016336,0.000057284888,0.00006939636,0.00008417775,0.00017750177,0.00008215348,0.000099351695,0.000027697813,0.00011119243],"category_scores_gemma":[0.00005285563,0.00005396209,0.000023108541,0.00019995178,0.00005368035,0.0000750035,0.00009828799,0.000025496,0.00010939642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000309326,0.000103665894,0.007970633,0.000042625263,0.00008601027,0.000047310088,0.18219958,0.0053122267,0.018206723,0.46126917,0.2010291,0.12370201],"study_design_scores_gemma":[0.00007240226,0.000015327732,0.040438138,0.0000050968897,0.0000045272627,4.8670298e-8,0.012829999,0.000030162708,0.00016936404,0.00074669084,0.9455997,0.000088564135],"about_ca_topic_score_codex":0.002674315,"about_ca_topic_score_gemma":0.004407862,"teacher_disagreement_score":0.74457055,"about_ca_system_score_codex":0.00004065339,"about_ca_system_score_gemma":0.000013575651,"threshold_uncertainty_score":0.40427822},"labels":[],"label_agreement":null},{"id":"W4366436707","doi":"10.59386/jadr.2021.24.1.29","title":"Analyses and Implications of Hazard Management Collaborations in U.S. and Canada","year":2021,"lang":"en","type":"article","venue":"Institute of Art & Design Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hazard; Institution; Government (linguistics); Order (exchange); Business; Politics; Public administration; Political science; Regional science; Geography; Finance; Law","score_opus":0.2583983221072808,"score_gpt":0.47234720893349713,"score_spread":0.21394888682621632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366436707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73025924,0.0011450727,0.012644338,0.0421781,0.0002186162,0.0019027438,0.00004813399,0.000025238693,0.2115785],"genre_scores_gemma":[0.98810893,0.00404743,0.00492656,0.000051638173,0.000010815715,0.00003772842,0.0000053702192,0.0000025226655,0.0028089865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989713,0.00021643136,0.00016246158,0.00014293066,0.00035826306,0.00014863772],"domain_scores_gemma":[0.9993803,0.000080357095,0.00002690681,0.00014045906,0.00030357298,0.00006842356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008630901,0.00003663738,0.00009805819,0.00017795427,0.00022539246,0.000035382298,0.000094708856,0.00002223541,0.000063266205],"category_scores_gemma":[0.00012943255,0.000038626553,0.000008939601,0.0007670284,0.0003774513,0.000119613476,0.00008184713,0.00005706698,0.0000016458123],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057042453,0.00042912326,0.028732,0.0002763368,0.00020419601,0.00010320235,0.010868532,0.002488146,0.01914044,0.7454252,0.15928449,0.032991275],"study_design_scores_gemma":[0.00055083993,0.00004818008,0.20526217,0.0000831628,0.000023196071,9.52293e-7,0.022241246,0.0001542883,0.001746128,0.0039301896,0.7658168,0.00014286718],"about_ca_topic_score_codex":0.1909155,"about_ca_topic_score_gemma":0.92357934,"teacher_disagreement_score":0.741495,"about_ca_system_score_codex":0.00009063429,"about_ca_system_score_gemma":0.00089053926,"threshold_uncertainty_score":0.81447226},"labels":[],"label_agreement":null},{"id":"W4367331582","doi":"10.1007/978-3-031-24271-7_2","title":"Motivated Reasoning and Risk Governance: What Risk Scholars and Practitioners Need to Know","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Guelph; Wilfrid Laurier University; University of Ottawa; University of Manitoba","funders":"","keywords":"Risk governance; Corporate governance; Phenomenon; Context (archaeology); Irrational number; Analytic reasoning; Process (computing); Perspective (graphical); Empirical evidence; Risk management; Psychology; Management science; Epistemology; Knowledge management; Deductive reasoning; Computer science; Economics; Artificial intelligence; Management","score_opus":0.01830703207544827,"score_gpt":0.287444716117934,"score_spread":0.2691376840424857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367331582","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00628831,0.0007924545,0.00017729994,0.004312817,0.0007472398,0.0008926669,0.000058232043,0.0004017967,0.9863292],"genre_scores_gemma":[0.0014867529,0.3108327,0.00063571054,0.00030223507,0.00014356189,0.000012625006,0.00001274249,0.00003367403,0.68654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984849,0.00009891672,0.00020468664,0.0004785284,0.00048083218,0.00025212675],"domain_scores_gemma":[0.9990718,0.00011805949,0.00027080582,0.00018687673,0.000097474636,0.00025501975],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094682525,0.00021563948,0.00023503683,0.00012817154,0.00076574413,0.00078226154,0.00012395813,0.0002494605,0.0010096784],"category_scores_gemma":[0.00045420733,0.00021072969,0.00005553039,0.000106952364,0.000182386,0.00087439036,0.00016710283,0.00042856624,0.00047703306],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046932226,0.00001720363,0.0018054473,0.000029228122,0.00024350498,0.00001899874,0.012737994,0.000032220214,0.0000083655395,0.5963215,0.119064,0.26967457],"study_design_scores_gemma":[0.00022499842,0.00003482987,0.006402302,0.00027971735,0.000103442915,4.595225e-7,0.010653081,0.000019872848,7.806602e-7,0.0041033146,0.9778691,0.00030808966],"about_ca_topic_score_codex":0.0064952453,"about_ca_topic_score_gemma":0.008371009,"teacher_disagreement_score":0.8588051,"about_ca_system_score_codex":0.00015164733,"about_ca_system_score_gemma":0.000053331678,"threshold_uncertainty_score":0.99990356},"labels":[],"label_agreement":null},{"id":"W4367331622","doi":"10.1007/978-3-031-24271-7_9","title":"Decision-Making About Newborn Screening Panels in Canada: Risk Management and Public Participation","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Corporate governance; Newborn screening; Democratization; Public health; Risk management; Political science; Business; Medicine; Public relations; Finance; Pediatrics; Pathology","score_opus":0.06051152768658761,"score_gpt":0.317855832716944,"score_spread":0.2573443050303564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367331622","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008465238,0.0000998343,0.012744906,0.0006009517,0.00044332538,0.00065132213,0.000012932342,0.00011619471,0.984484],"genre_scores_gemma":[0.18165468,0.015444665,0.008050099,0.00075632305,0.00022724344,0.000075467215,0.000022810738,0.00006812339,0.7937006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802965,0.0000613387,0.00038359864,0.000403052,0.0007274382,0.00039489692],"domain_scores_gemma":[0.99922657,0.00019382543,0.00017720983,0.0002036755,0.00005027143,0.0001484667],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007495291,0.00018288138,0.00022762248,0.0003231696,0.00036869003,0.00018833985,0.00020197521,0.00011521115,0.001531655],"category_scores_gemma":[0.0000955477,0.00018473514,0.000045805406,0.00012592199,0.00007248637,0.00015680415,0.00020127531,0.00019372425,0.000092995535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040023847,0.0000033091578,0.002372982,0.0000096749,0.000031927295,0.000027941936,0.0007938522,0.000075237105,8.494742e-9,0.20433538,0.0046226755,0.787723],"study_design_scores_gemma":[0.00018111776,0.0000068796294,0.08623921,0.00025433506,0.000047486326,9.152376e-8,0.0052161785,0.00044537484,1.2205523e-8,0.024472855,0.8828565,0.0002799454],"about_ca_topic_score_codex":0.7876607,"about_ca_topic_score_gemma":0.9953227,"teacher_disagreement_score":0.87823385,"about_ca_system_score_codex":0.00058186863,"about_ca_system_score_gemma":0.0002119464,"threshold_uncertainty_score":0.99938107},"labels":[],"label_agreement":null},{"id":"W4367336413","doi":"10.1007/978-3-031-24271-7_1","title":"Risk Governance Dilemmas and Democratization: Public Trust, Risk Perception and Public Participation in Risk Decision-Making","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Risk governance; Corporate governance; Risk perception; Political science; Public trust; Democratization; Risk management; Public relations; Risk assessment; Perception; Public administration; Business; Psychology; Democracy; Economics; Politics; Law; Management; Finance","score_opus":0.03506544326782498,"score_gpt":0.3149180918091842,"score_spread":0.2798526485413592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367336413","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14469337,0.0006158367,0.027502866,0.00419549,0.0012744672,0.0025559065,0.00025329998,0.00078849884,0.81812024],"genre_scores_gemma":[0.7550634,0.10922627,0.0015033172,0.00016169966,0.00038449196,0.00007703561,0.00004307735,0.00006579924,0.13347489],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971087,0.0003186204,0.00060618954,0.00073053455,0.000794349,0.0004416192],"domain_scores_gemma":[0.9981651,0.00046223763,0.0006821739,0.00030455552,0.00016525896,0.00022068372],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019390726,0.00031227307,0.00035543105,0.0003478723,0.0011023498,0.00068377313,0.00020770528,0.00041097606,0.0028516576],"category_scores_gemma":[0.0016473188,0.00030529633,0.0000862313,0.00027092555,0.00033586638,0.0008404124,0.00020418616,0.00047616384,0.00024248715],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014685336,0.000027582544,0.08010062,0.000013953123,0.00003680247,0.000003898198,0.0039991695,0.000042656822,2.1488125e-7,0.24047509,0.0037941125,0.6714912],"study_design_scores_gemma":[0.00057415693,0.00006060345,0.55591345,0.00017194997,0.00014062267,6.5475564e-7,0.003095653,0.005569026,3.0591885e-8,0.13083689,0.30301285,0.0006241134],"about_ca_topic_score_codex":0.0026707416,"about_ca_topic_score_gemma":0.09381223,"teacher_disagreement_score":0.68464535,"about_ca_system_score_codex":0.00033005624,"about_ca_system_score_gemma":0.000107231936,"threshold_uncertainty_score":0.9999399},"labels":[],"label_agreement":null},{"id":"W4367336416","doi":"10.1007/978-3-031-24271-7","title":"Democratizing Risk Governance","year":2023,"lang":"en","type":"book","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; Health Canada; Canadian Nuclear Safety Commission; Canadian Nuclear Laboratories; Public Health Agency of Canada; Government of Canada; University of Ottawa; Public Health Agency; Fisheries and Oceans Canada; Canadian Cancer Society Research Institute; Genome Canada","keywords":"Democratization; Corporate governance; Political science; Risk governance; Risk management; Public administration; Democracy; Risk analysis (engineering); Business; Politics; Law; Finance","score_opus":0.02989665245350899,"score_gpt":0.3110699335787902,"score_spread":0.2811732811252812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367336416","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000040703508,0.000063726766,0.00030706744,0.0011874062,0.000846661,0.00021267336,0.000012814975,0.00039808085,0.9969675],"genre_scores_gemma":[0.000042700864,0.014841947,0.00022650062,0.0003527728,0.00070171856,0.00001095656,0.000010077506,0.000022701592,0.98379064],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892706,0.00006344515,0.00013838302,0.00021949467,0.00044476887,0.00020683234],"domain_scores_gemma":[0.99952865,0.00006569843,0.0001365982,0.00016557188,0.000031991985,0.00007147587],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000486116,0.00010357274,0.00013271975,0.000034116234,0.0004271723,0.00008798492,0.00023932666,0.00015862712,0.004826512],"category_scores_gemma":[0.000096473326,0.00009990686,0.00009410652,0.00007846945,0.00010452789,0.00007013845,0.00007443863,0.00018707624,0.00981225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.0236364e-7,0.00000189914,0.0000112091075,0.000004192873,0.000010262518,0.000003087876,0.001042534,0.0000018755017,5.944919e-8,0.24768923,0.72524744,0.025987817],"study_design_scores_gemma":[0.000039041435,0.000004330695,0.00033301773,0.000025499878,0.000018357812,2.3087697e-8,0.000497471,0.000009036114,6.061578e-8,0.028565586,0.9703765,0.0001310988],"about_ca_topic_score_codex":0.0018302763,"about_ca_topic_score_gemma":0.022004796,"teacher_disagreement_score":0.24512906,"about_ca_system_score_codex":0.00032732647,"about_ca_system_score_gemma":0.00023563516,"threshold_uncertainty_score":0.9960832},"labels":[],"label_agreement":null},{"id":"W4367336426","doi":"10.1007/978-3-031-24271-7_6","title":"Hydraulic Fracturing in New Brunswick: Trust, Deliberation, and Risk Decision-Making","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deliberation; Context (archaeology); Hydraulic fracturing; Shale gas; Public engagement; Political science; Scale (ratio); Risk management; Perception; Public relations; Psychology; Engineering; Oil shale; Management; Economics; Petroleum engineering; Geography; Politics; Law; Cartography","score_opus":0.02475670646206185,"score_gpt":0.30671347703531227,"score_spread":0.2819567705732504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367336426","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015874021,0.00017968603,0.0044896426,0.00084793865,0.0003737198,0.00039602164,0.0000013502412,0.00020601654,0.9919182],"genre_scores_gemma":[0.01012322,0.01634082,0.0018313638,0.0005945131,0.0004676302,0.0000022296815,0.00000466517,0.00004124289,0.9705943],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998587,0.000034853485,0.0003318505,0.0003872754,0.00042946398,0.00022953392],"domain_scores_gemma":[0.99929065,0.00023085551,0.00013538204,0.00018553824,0.000033942026,0.00012360941],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005893661,0.00018516993,0.00022435117,0.0003220018,0.0003420789,0.00021582528,0.00017346961,0.00025820118,0.0031919917],"category_scores_gemma":[0.00015388735,0.00018096344,0.00007205639,0.00007526091,0.00007774118,0.00019102373,0.00012000057,0.0002809207,0.00061013864],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008861214,0.0000049309315,0.00083466154,0.000006432713,0.000024738685,0.000016348291,0.005663131,0.0001509106,1.0384742e-7,0.3470187,0.025822734,0.62044847],"study_design_scores_gemma":[0.00017154438,0.0000095653895,0.010200413,0.00017760851,0.000027057491,3.1736099e-7,0.00066448306,0.00015443245,1.1595845e-7,0.13242693,0.8559122,0.00025533108],"about_ca_topic_score_codex":0.0144481715,"about_ca_topic_score_gemma":0.31445694,"teacher_disagreement_score":0.83008945,"about_ca_system_score_codex":0.00013023886,"about_ca_system_score_gemma":0.0003556105,"threshold_uncertainty_score":0.9977192},"labels":[],"label_agreement":null},{"id":"W4367337269","doi":"10.1007/978-3-031-24271-7_5","title":"Getting It Right? The Site Selection Process for Canada’s High-level Nuclear Waste","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Mount Royal University","funders":"","keywords":"Normative; Process (computing); Risk management; Politics; Intervention (counseling); Business; Environmental planning; Democratization; Risk analysis (engineering); Engineering; Political science; Finance; Computer science; Geography; Psychology; Democracy","score_opus":0.05064770737047407,"score_gpt":0.29501125072566453,"score_spread":0.24436354335519045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367337269","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000073385105,0.000004394514,0.00026152172,0.018944623,0.000760868,0.0008483876,0.000037755348,0.0001835952,0.9788855],"genre_scores_gemma":[0.0061934846,0.00013092929,0.00010227131,0.002298382,0.0008209272,0.000029982564,0.000026293965,0.000048431848,0.9903493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865097,0.000022508555,0.00020948576,0.0002919194,0.00053883105,0.00028626175],"domain_scores_gemma":[0.9994204,0.00007409042,0.00014170808,0.00012321098,0.00016720699,0.00007338926],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046840758,0.00016215527,0.00015728582,0.00006309947,0.0012853398,0.000124035,0.00024097264,0.00014954514,0.0035963634],"category_scores_gemma":[0.00003742768,0.00011853807,0.00008043205,0.0000541363,0.00007758531,0.000081534345,0.00004682642,0.00017010418,0.00021160457],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057263396,0.0000029345224,0.0000010676756,0.000036194226,0.000043411164,0.0000012630596,0.0031673347,0.00005810029,0.000002795869,0.60522395,0.38658005,0.004877154],"study_design_scores_gemma":[0.000080531194,0.0000127907015,0.00001836876,0.00003298513,0.00004229986,1.4972973e-7,0.0033823252,0.0002336182,0.0000011747712,0.007106824,0.9888978,0.00019114613],"about_ca_topic_score_codex":0.5606829,"about_ca_topic_score_gemma":0.98661065,"teacher_disagreement_score":0.60231775,"about_ca_system_score_codex":0.00032370558,"about_ca_system_score_gemma":0.00047621067,"threshold_uncertainty_score":0.9973145},"labels":[],"label_agreement":null},{"id":"W4377104532","doi":"10.1186/s13750-023-00302-5","title":"Environmental evidence in action: on the science and practice of evidence synthesis and evidence-based decision-making","year":2023,"lang":"en","type":"article","venue":"Environmental Evidence","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; University of Ottawa; Carleton University","funders":"U.S. Fish and Wildlife Service","keywords":"Action (physics); Empirical evidence; Environmental resource management; Psychology; Environmental planning; Environmental science; Epistemology; Philosophy","score_opus":0.17845285331103636,"score_gpt":0.39699613063034606,"score_spread":0.2185432773193097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377104532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97872835,0.0039033957,0.00015503928,0.015686732,0.00022362838,0.0009769497,0.0000040960454,0.000057893445,0.00026390815],"genre_scores_gemma":[0.93695885,0.061051663,0.0006462651,0.0009953821,0.000060243605,0.00012595319,1.3393715e-7,0.000015411697,0.00014609248],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9947338,0.0009833914,0.00047240936,0.0008691812,0.002421085,0.0005201486],"domain_scores_gemma":[0.97216064,0.02676179,0.00030682734,0.00057151075,0.000020273976,0.00017894572],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.011089124,0.0002491249,0.00025137194,0.00034452317,0.0010897805,0.00024061173,0.0007981634,0.00009259906,0.00056976004],"category_scores_gemma":[0.029254481,0.0001912712,0.00006284539,0.0009909334,0.0033699733,0.003935659,0.0005439251,0.00027592145,0.0002343155],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017648425,0.000535811,0.06914238,0.00027156912,0.000047913447,0.00014926911,0.027309053,0.002322312,0.14662902,0.0025806148,0.002005049,0.74724215],"study_design_scores_gemma":[0.0002426428,0.00043916894,0.9228504,0.017048782,0.00013458647,0.000016890077,0.044777613,0.0031158398,0.0035297757,0.00048576196,0.0066489293,0.0007096166],"about_ca_topic_score_codex":0.00038875962,"about_ca_topic_score_gemma":0.00010952176,"teacher_disagreement_score":0.853708,"about_ca_system_score_codex":0.0008601061,"about_ca_system_score_gemma":0.00017595873,"threshold_uncertainty_score":0.99934226},"labels":[],"label_agreement":null},{"id":"W4380230259","doi":"10.1515/9780773587939-005","title":"The Canadian Nuclear Sector and the Advocacy Coalition Framework","year":2012,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Public administration; Business; Public relations","score_opus":0.0199600155459316,"score_gpt":0.22849703280716913,"score_spread":0.20853701726123752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380230259","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008475291,0.000006961896,0.000012521236,0.0037463494,0.00033626094,0.0006730304,0.00006048447,0.0000869199,0.99506897],"genre_scores_gemma":[0.017501233,0.002509682,0.00005920477,0.0007495038,0.00026685337,0.0000018626614,0.0000065856625,0.00003065049,0.97887444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99855256,0.00026524172,0.0001251943,0.00026574745,0.00039129556,0.00039997383],"domain_scores_gemma":[0.99882805,0.0002324104,0.00014867117,0.00036801505,0.00010008202,0.00032278587],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00056608353,0.00020833024,0.00019979253,0.00009208787,0.0048836735,0.00017076705,0.000493409,0.00038371302,0.00024700718],"category_scores_gemma":[0.00003684362,0.00015951665,0.00013557277,0.000013946076,0.0012226426,0.000102948885,0.00021439513,0.00049590704,0.000030844367],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042804906,0.0000021644837,0.0000011336305,0.0000074701516,0.00006337417,0.0000072942858,0.0031279419,2.9688672e-7,3.1249865e-8,0.9831248,0.009803413,0.003819264],"study_design_scores_gemma":[0.0002809503,0.000009083091,0.000036581314,0.00004518928,0.00013064311,2.4781733e-7,0.0016910793,0.0000015687973,1.712131e-7,0.012897024,0.98470354,0.00020389135],"about_ca_topic_score_codex":0.37893948,"about_ca_topic_score_gemma":0.017700942,"teacher_disagreement_score":0.9749002,"about_ca_system_score_codex":0.0005191002,"about_ca_system_score_gemma":0.000115929215,"threshold_uncertainty_score":0.99641186},"labels":[],"label_agreement":null},{"id":"W4380683303","doi":"10.2196/43628","title":"Assessing How Risk Communication Surveillance Prompts COVID-19 Vaccine Acceptance Among Internet Users by Applying the Situational Theory of Problem Solving: Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Risk perception; Public health; Psychological intervention; Health communication; Psychology; Situational ethics; Informed consent; Vaccination; Perception; Applied psychology; Medicine; Environmental health; Public relations; Social psychology; Nursing; Political science; Alternative medicine; Immunology","score_opus":0.14599595186557202,"score_gpt":0.4882538655824617,"score_spread":0.3422579137168897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380683303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890583,0.000032353066,0.0025499165,0.0014214669,0.00007016312,0.0029615397,0.00002434277,0.000111211644,0.0037706813],"genre_scores_gemma":[0.9961065,0.00020970803,0.000063772386,0.000030428138,0.000043991207,0.0013557103,0.00006730337,0.000011349781,0.0021112284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99361235,0.0038357482,0.00034293617,0.00024930306,0.0015583641,0.0004013002],"domain_scores_gemma":[0.99695456,0.0017507145,0.0003112398,0.000328095,0.0005448615,0.00011050839],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.019780833,0.00010695874,0.0001471039,0.00023992098,0.0022607846,0.00083744776,0.0008449818,0.00006684593,0.0002813563],"category_scores_gemma":[0.0010254076,0.00008201861,0.000060201666,0.0012525314,0.0007091522,0.0013527382,0.00044715081,0.0005216547,0.000045082095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005716132,0.00021039709,0.83700895,0.000048837497,0.000063234445,4.268049e-7,0.13401087,0.000267081,0.000047652466,0.0037309737,0.019135702,0.005418695],"study_design_scores_gemma":[0.0004246369,0.000056183344,0.8680878,0.000014508352,0.000001965319,1.1409104e-7,0.12173183,0.0012939115,0.000008232544,0.002834573,0.005462889,0.00008330811],"about_ca_topic_score_codex":0.0016391139,"about_ca_topic_score_gemma":0.003175132,"teacher_disagreement_score":0.031078871,"about_ca_system_score_codex":0.00045444025,"about_ca_system_score_gemma":0.00022101484,"threshold_uncertainty_score":0.99903816},"labels":[],"label_agreement":null},{"id":"W4381054508","doi":"10.1007/s11133-023-09540-y","title":"A Social Phenomenon of Risk Perception: Saskatchewan Firefighters on the Yarnell Hill Fire Fatalities","year":2023,"lang":"en","type":"article","venue":"Qualitative Sociology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk perception; Globalization; Perception; Affect (linguistics); Phenomenon; Position (finance); Cross-cultural psychology; Risk management; Social psychology; Psychology; Geography; Business; Political science; Law; Finance","score_opus":0.12093944573127298,"score_gpt":0.4268582385280841,"score_spread":0.3059187927968111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381054508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95415384,0.000025444499,0.00010992679,0.02236308,0.0002612691,0.00030948812,0.00011350394,0.00014751949,0.022515919],"genre_scores_gemma":[0.9906254,0.00029361976,0.00004795297,0.0010572678,0.00031573675,0.00007032173,0.000055060867,0.000012621986,0.0075220233],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.993746,0.0050325934,0.00029517853,0.00025749468,0.00031310433,0.00035564852],"domain_scores_gemma":[0.9975354,0.0019461841,0.00022571442,0.00014778668,0.00009472266,0.000050172992],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00389115,0.00013469688,0.00024939404,0.000072792725,0.0011083038,0.000018721004,0.00027304195,0.00015456858,0.0016195248],"category_scores_gemma":[0.00043259386,0.00010105351,0.00017720525,0.0002713043,0.002382899,0.000074976604,0.00006266704,0.00023290569,0.0007160845],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019659667,0.000026353258,0.00010605362,0.000008155403,0.000048302238,4.960264e-7,0.81966996,0.000004690678,0.000030345007,0.15124564,0.024554985,0.0042853695],"study_design_scores_gemma":[0.00016974888,0.000084650375,0.008579105,0.000005645935,0.00001683347,2.2031406e-8,0.86007184,0.000013827864,0.0000018673121,0.10204049,0.028905489,0.00011050546],"about_ca_topic_score_codex":0.0026373265,"about_ca_topic_score_gemma":0.00083223626,"teacher_disagreement_score":0.049205143,"about_ca_system_score_codex":0.0001574408,"about_ca_system_score_gemma":0.00008014384,"threshold_uncertainty_score":0.99929315},"labels":[],"label_agreement":null},{"id":"W4381185792","doi":"10.32920/23542092.v1","title":"Bridging Gaps Between Public Health and the Environment: A Policy Evaluation of the Federal Framework on Lyme Disease Act and Related Initiatives","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"Public Health Agency of Canada","keywords":"Lyme disease; Public health; Stakeholder; Public policy; Health policy; Political science; Public administration; Public relations; Business; Medicine","score_opus":0.13206059174983353,"score_gpt":0.4004698975517918,"score_spread":0.26840930580195826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381185792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6342833,0.0004609114,0.00048325123,0.34133363,0.00025628103,0.0027377824,0.00003854152,0.00010226558,0.020304007],"genre_scores_gemma":[0.9934317,0.00414679,0.000027590588,0.0011398749,0.00014765628,0.000069546804,0.000019467934,0.000011202649,0.0010061907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99630016,0.0021039061,0.00026512545,0.00030235166,0.00080948765,0.00021898402],"domain_scores_gemma":[0.9989308,0.00031710512,0.00028365388,0.00028468095,0.000028381093,0.00015539213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004058774,0.00012890724,0.00020439466,0.0001122224,0.00081360573,0.00022139424,0.00021299036,0.000105665335,0.00017607439],"category_scores_gemma":[0.0013875618,0.000077965036,0.00008073107,0.0001690284,0.0006373912,0.00009356928,0.0005212246,0.00032201342,0.000011885292],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045794543,0.00010408832,0.0851626,0.00015758886,0.00035368363,3.34971e-7,0.24299361,0.00069084077,3.2737242e-7,0.5315154,0.001005654,0.13797005],"study_design_scores_gemma":[0.00042994096,0.000014651512,0.88745123,0.00018947004,0.00005804604,2.4421873e-8,0.006146575,0.0009498346,1.8461235e-7,0.10376559,0.0008799202,0.00011454247],"about_ca_topic_score_codex":0.002362398,"about_ca_topic_score_gemma":0.00014501873,"teacher_disagreement_score":0.8022886,"about_ca_system_score_codex":0.00025510095,"about_ca_system_score_gemma":0.0005809341,"threshold_uncertainty_score":0.62576795},"labels":[],"label_agreement":null},{"id":"W4381192894","doi":"10.32920/23542092","title":"Bridging Gaps Between Public Health and the Environment: A Policy Evaluation of the Federal Framework on Lyme Disease Act and Related Initiatives","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"Public Health Agency of Canada","keywords":"Lyme disease; Public health; Stakeholder; Public policy; Health policy; Public administration; Political science; Public relations; Business; Medicine","score_opus":0.13206059174983353,"score_gpt":0.4004698975517918,"score_spread":0.26840930580195826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381192894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6342833,0.0004609114,0.00048325123,0.34133363,0.00025628103,0.0027377824,0.00003854152,0.00010226558,0.020304007],"genre_scores_gemma":[0.9934317,0.00414679,0.000027590588,0.0011398749,0.00014765628,0.000069546804,0.000019467934,0.000011202649,0.0010061907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99630016,0.0021039061,0.00026512545,0.00030235166,0.00080948765,0.00021898402],"domain_scores_gemma":[0.9989308,0.00031710512,0.00028365388,0.00028468095,0.000028381093,0.00015539213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004058774,0.00012890724,0.00020439466,0.0001122224,0.00081360573,0.00022139424,0.00021299036,0.000105665335,0.00017607439],"category_scores_gemma":[0.0013875618,0.000077965036,0.00008073107,0.0001690284,0.0006373912,0.00009356928,0.0005212246,0.00032201342,0.000011885292],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045794543,0.00010408832,0.0851626,0.00015758886,0.00035368363,3.34971e-7,0.24299361,0.00069084077,3.2737242e-7,0.5315154,0.001005654,0.13797005],"study_design_scores_gemma":[0.00042994096,0.000014651512,0.88745123,0.00018947004,0.00005804604,2.4421873e-8,0.006146575,0.0009498346,1.8461235e-7,0.10376559,0.0008799202,0.00011454247],"about_ca_topic_score_codex":0.002362398,"about_ca_topic_score_gemma":0.00014501873,"teacher_disagreement_score":0.8022886,"about_ca_system_score_codex":0.00025510095,"about_ca_system_score_gemma":0.0005809341,"threshold_uncertainty_score":0.62576795},"labels":[],"label_agreement":null},{"id":"W4384696678","doi":"10.22215/etd/2023-15468","title":"The Pandemic Riskscape in the Tourism Community of Canmore, Alberta during the COVID-19 Pandemic","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Tourism; Perception; Geography; Risk perception; Space (punctuation); 2019-20 coronavirus outbreak; Power (physics); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Disease; Economic growth; Outbreak; Medicine; Psychology; Infectious disease (medical specialty); Virology; Economics; Computer science","score_opus":0.0877395995386252,"score_gpt":0.4023318884931479,"score_spread":0.3145922889545227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384696678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8895027,0.00012973095,0.0000031879642,0.003751138,0.00064034574,0.0010020547,0.0000070084207,0.00008710469,0.10487673],"genre_scores_gemma":[0.81201893,0.009992929,0.0000018277864,0.0009295821,0.00014170611,0.00017436036,0.00008460747,0.000019097934,0.17663693],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9960891,0.0022883704,0.00043385674,0.00017896041,0.0006557269,0.00035400872],"domain_scores_gemma":[0.99626136,0.002687192,0.000289147,0.0006329696,0.00005816405,0.00007114568],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0052219555,0.00018128386,0.00021784651,0.000099598976,0.00288941,0.00013602828,0.0016786718,0.00021908307,0.0003401176],"category_scores_gemma":[0.0010906714,0.00008896021,0.0001514494,0.0005745096,0.00032227885,0.00006350708,0.00009615541,0.00096929993,0.000060586237],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001377376,0.00011545089,0.068461746,0.00021008674,0.00012838241,0.000004321197,0.8276865,0.00013906455,0.000047677513,0.012612524,0.07927638,0.0111801345],"study_design_scores_gemma":[0.00026311708,0.000012627577,0.24826865,0.000026709495,0.000043995107,6.0316444e-7,0.55340546,0.00001233904,9.647672e-7,0.0027046727,0.19510998,0.00015089012],"about_ca_topic_score_codex":0.62365115,"about_ca_topic_score_gemma":0.97594947,"teacher_disagreement_score":0.35229835,"about_ca_system_score_codex":0.00026713868,"about_ca_system_score_gemma":0.00032008818,"threshold_uncertainty_score":0.9984087},"labels":[],"label_agreement":null},{"id":"W4384829897","doi":"10.3390/ijerph20146402","title":"Transforming Intractable Policy Conflicts: A Qualitative Study Examining the Novel Application of Facilitated Discourse (Track Two Diplomacy) to Community Water Fluoridation in Calgary, Canada","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; University of Calgary","keywords":"Cognitive reframing; Public relations; Diplomacy; Political science; Facilitator; Framing (construction); Public administration; Sociology; Social psychology; Politics; Law; Psychology","score_opus":0.1732266333360457,"score_gpt":0.5054189280897234,"score_spread":0.33219229475367773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384829897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97098255,0.000010476201,0.00085080846,0.027143717,0.00005029333,0.00053625373,0.00004135625,0.0000035195678,0.00038102438],"genre_scores_gemma":[0.99921787,0.00027161816,0.000031147218,0.00022940716,0.000063072286,0.000027928194,0.000029954137,0.000004680292,0.00012429702],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99668527,0.0011962388,0.0004500848,0.00009518587,0.0012446312,0.00032860326],"domain_scores_gemma":[0.999034,0.0004376307,0.000107970416,0.000086732434,0.00010664694,0.00022705816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010430564,0.00005975111,0.00012382341,0.00041617933,0.00037431763,0.00007271075,0.0003804644,0.000017059416,0.000040554874],"category_scores_gemma":[0.00032311212,0.000042565756,0.000015850315,0.0003227471,0.0002185185,0.00034008888,0.000104288454,0.00035553798,0.0000039436136],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011182452,0.00095033855,0.005390036,0.000012563248,0.00007652706,0.0000050812823,0.8593628,0.00011149112,0.0043578837,0.0042571914,0.00015713242,0.12520716],"study_design_scores_gemma":[0.00096071744,0.00042322034,0.08023564,0.000023332803,0.0000015538781,0.0000017221544,0.8948308,0.00014644864,0.000061590275,0.00059497653,0.022657814,0.00006214089],"about_ca_topic_score_codex":0.67430866,"about_ca_topic_score_gemma":0.4953631,"teacher_disagreement_score":0.17894556,"about_ca_system_score_codex":0.0010411867,"about_ca_system_score_gemma":0.00054829876,"threshold_uncertainty_score":0.5138452},"labels":[],"label_agreement":null},{"id":"W4385214872","doi":"10.1007/978-3-031-28905-7_6","title":"Communicating Risk","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Risk communication; Electrocution; Risk perception; Public health; Business; Plan (archaeology); Public relations; Sign (mathematics); Engineering; Medical emergency; Risk analysis (engineering); Environmental health; Computer security; Perception; Medicine; Political science; Geography; Psychology; Computer science; Nursing","score_opus":0.09673916174785975,"score_gpt":0.35155485987310214,"score_spread":0.2548156981252424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385214872","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000023512516,0.000028319328,0.00007133023,0.0012714259,0.00022710198,0.00015923909,0.0000049391583,0.00039242543,0.99784285],"genre_scores_gemma":[0.00030669323,0.014153487,0.00042019007,0.00028047542,0.00016975055,0.000004796357,0.000010555786,0.000021740472,0.9846323],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993177,0.000042391985,0.00012940848,0.00012840328,0.00025603993,0.00012603961],"domain_scores_gemma":[0.9994167,0.00008294254,0.00009903365,0.00031315436,0.00003166102,0.000056494493],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061295315,0.00008130615,0.000107237414,0.00006296018,0.0005083611,0.000056338347,0.00033482956,0.00013332015,0.008195718],"category_scores_gemma":[0.00004360684,0.00007852713,0.00008435685,0.000020527083,0.00015160849,0.000030893396,0.0001685982,0.0002143051,0.009119045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.7317842e-7,0.0000013721661,0.0000059720187,0.0000018869001,0.000013367907,7.187527e-7,0.0026398776,6.204049e-7,5.4016763e-8,0.87756675,0.070283055,0.049486026],"study_design_scores_gemma":[0.000026307262,0.0000035059513,0.00003693628,0.000017879127,0.000015933825,1.36452565e-8,0.0012087583,0.0000057985003,2.1742919e-8,0.050372522,0.9482154,0.000096872274],"about_ca_topic_score_codex":0.004385235,"about_ca_topic_score_gemma":0.019951185,"teacher_disagreement_score":0.87793237,"about_ca_system_score_codex":0.000059139114,"about_ca_system_score_gemma":0.000030361287,"threshold_uncertainty_score":0.99793214},"labels":[],"label_agreement":null},{"id":"W4385253583","doi":"10.2139/ssrn.4520422","title":"The Deficit of Knowledge of Low Dose Radiation: Who Should Fill it and How?","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of Regina","funders":"","keywords":"Business; Radiation; Physics; Nuclear physics","score_opus":0.04083709805957958,"score_gpt":0.3380816420851022,"score_spread":0.29724454402552264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385253583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5606383,0.090776265,0.012270578,0.23191853,0.00819323,0.003898216,0.00008315471,0.00029708564,0.09192462],"genre_scores_gemma":[0.75327706,0.21849571,0.000014806291,0.000029277438,0.00036898407,0.000010086294,0.0000030459553,0.000015131353,0.027785884],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790317,0.00031990616,0.00029822165,0.00018774497,0.00037869893,0.0009122462],"domain_scores_gemma":[0.9989661,0.00015714299,0.00042414994,0.00020129247,0.00018042613,0.00007087696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004351053,0.00013430027,0.0002536661,0.00013246549,0.00047203602,0.000119391894,0.00048291226,0.00017045302,0.00004333882],"category_scores_gemma":[0.00021211227,0.00010263873,0.00016518908,0.00019305338,0.00026011604,0.00007621319,0.00021931693,0.0013432591,0.000011085554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007094154,0.00011762303,0.0017942262,0.00017541522,0.0006009917,0.0000014178966,0.028106265,0.00032280717,0.000036959704,0.61234087,0.0243933,0.3320392],"study_design_scores_gemma":[0.0013493081,0.00036382614,0.016871149,0.00046527438,0.00029233086,0.0000111609625,0.11799088,0.00062676595,0.000029177634,0.41340375,0.44796732,0.000629072],"about_ca_topic_score_codex":0.0005221817,"about_ca_topic_score_gemma":0.021449286,"teacher_disagreement_score":0.42357403,"about_ca_system_score_codex":0.0005221327,"about_ca_system_score_gemma":0.0022250754,"threshold_uncertainty_score":0.99640673},"labels":[],"label_agreement":null},{"id":"W4385532902","doi":"10.1515/9780773569515-fm","title":"Front Matter","year":2001,"lang":"en","type":"paratext","venue":"McGill-Queen's University Press eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Council for the Arts; Social Sciences and Humanities Research Council of Canada; Queen's University; Government of Canada; McGill University","keywords":"Front (military); Geology; Oceanography","score_opus":0.02063453454305085,"score_gpt":0.2575810896098502,"score_spread":0.23694655506679935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385532902","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014773674,0.0000018271841,0.0002665351,0.0008379584,0.0015267396,0.000631818,0.00024346051,0.00014227933,0.9963346],"genre_scores_gemma":[0.00044053514,0.0015710918,0.0001484778,0.0008607407,0.00037562917,0.0000043581986,0.00007860545,0.00003683439,0.99648374],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755377,0.00044959073,0.00020197591,0.0006093357,0.0005722281,0.0006130779],"domain_scores_gemma":[0.9988396,0.00003817546,0.00021043516,0.0004946543,0.0001347193,0.0002824277],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020648225,0.00034362724,0.0004027383,0.00026246542,0.001244672,0.000116041774,0.0008415848,0.00050610583,0.02485433],"category_scores_gemma":[0.000006567143,0.0003981434,0.00025296153,0.00004456393,0.00032855157,0.00017154282,0.00043504674,0.0004339759,0.01819647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034194323,0.000036219768,0.000006692079,0.000040801107,0.00008850563,0.000056960238,0.0013095434,0.000022162792,9.19093e-7,0.034836385,0.96223795,0.001329648],"study_design_scores_gemma":[0.00036600503,0.000018523535,0.000042468,0.00006263254,0.000105081985,2.3370107e-7,0.0017287417,0.0000016642939,0.000008025343,0.000021027741,0.9971823,0.00046327573],"about_ca_topic_score_codex":0.046040572,"about_ca_topic_score_gemma":0.00003442967,"teacher_disagreement_score":0.046006143,"about_ca_system_score_codex":0.000654754,"about_ca_system_score_gemma":0.0000800369,"threshold_uncertainty_score":0.99984705},"labels":[],"label_agreement":null},{"id":"W4385591909","doi":"10.59962/9780774861687-009","title":"Dynamics and Governance of Risk in Metro Vancouver","year":2019,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Risk governance; Dynamics (music); Business; Sociology; Finance","score_opus":0.009538582910159769,"score_gpt":0.19439235979543737,"score_spread":0.1848537768852776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385591909","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011662674,0.00014535946,0.00005167704,0.0000056244016,0.00017498265,0.0003592147,0.0006272081,0.000017625372,0.98695564],"genre_scores_gemma":[0.08655011,0.004775617,0.00020185315,0.000009081759,0.000014356159,1.1325163e-7,0.0000049997,0.000010569201,0.9084333],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909645,0.00004815075,0.00014965628,0.00024889142,0.00032202946,0.00013480436],"domain_scores_gemma":[0.99929595,0.000050440914,0.00033921748,0.00016648555,0.00009495667,0.000052946954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020785081,0.000069416295,0.00031584717,0.000035743113,0.00009213777,0.000034889494,0.00026015824,0.00020358033,0.00038528684],"category_scores_gemma":[0.000014860742,0.00016877217,0.00008904718,0.000009326835,0.00048374798,0.00007653855,0.00018389728,0.00017532565,0.0000020615673],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101240235,0.000111503905,0.013366384,0.00055550423,0.00030898413,0.0001875101,0.010283654,0.000032722277,0.0000011691575,0.22214034,0.15458442,0.59832656],"study_design_scores_gemma":[0.0012290315,0.000054666765,0.026925858,0.0006443183,0.00016245327,2.6041062e-7,0.004298277,0.00012796954,1.637308e-7,0.0043716272,0.9617902,0.00039518057],"about_ca_topic_score_codex":0.6945661,"about_ca_topic_score_gemma":0.99354285,"teacher_disagreement_score":0.8072058,"about_ca_system_score_codex":0.00018155115,"about_ca_system_score_gemma":0.00008662819,"threshold_uncertainty_score":0.68823296},"labels":[],"label_agreement":null},{"id":"W4385747442","doi":"10.59962/9780774817103-007","title":"Public Consultation as Performative Contradiction: Limiting Discussion in Canada’s Nuclear Waste Management Debate","year":2010,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Performative utterance; Contradiction; Limiting; Political science; Public administration; Environmental ethics; Public relations; Aesthetics; Engineering; Epistemology; Art; Philosophy; Mechanical engineering","score_opus":0.021040571304689358,"score_gpt":0.19309964168433005,"score_spread":0.1720590703796407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385747442","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007582786,0.000015706784,0.000018508836,0.00023355508,0.000267204,0.00075226126,0.000092735114,0.000047948626,0.99098927],"genre_scores_gemma":[0.23052482,0.00094016263,0.00014913586,0.00008675085,0.000041922704,0.0000010858906,0.00002876927,0.00001768466,0.76820964],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985474,0.00010131569,0.00024104802,0.00030053823,0.00054488913,0.0002648511],"domain_scores_gemma":[0.9991678,0.00003632516,0.00030175498,0.00015686927,0.00018071877,0.00015652517],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002995757,0.000108745524,0.00026283815,0.0000827956,0.0007680798,0.0001970013,0.00033342256,0.0001909235,0.0012337613],"category_scores_gemma":[0.00001870093,0.00020205318,0.00007926373,0.00001598738,0.0003779243,0.00021695792,0.00016873919,0.00041559275,0.000009645411],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008754757,0.000074898366,0.00016116895,0.00034808653,0.00036199848,0.0009671548,0.040445548,0.000020232597,0.000010327408,0.11795404,0.056574825,0.78299415],"study_design_scores_gemma":[0.0008674209,0.000022220913,0.00080115686,0.0004154097,0.00006987275,0.0000037712089,0.030372193,0.00008059375,2.6936075e-7,0.00071353954,0.96638495,0.00026863164],"about_ca_topic_score_codex":0.98792946,"about_ca_topic_score_gemma":0.9993867,"teacher_disagreement_score":0.9098101,"about_ca_system_score_codex":0.0007151044,"about_ca_system_score_gemma":0.0004961438,"threshold_uncertainty_score":0.99967927},"labels":[],"label_agreement":null},{"id":"W4385856113","doi":"10.59962/9780774851411-014","title":"Values, Social Acceptability, and Social Capital: The Canadian Nuclear Waste Disposal Case","year":2006,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social capital; Waste management; Radioactive waste; Business; Sociology; Engineering; Social science","score_opus":0.0180437270199046,"score_gpt":0.21184651613953437,"score_spread":0.19380278911962978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385856113","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03365957,0.000038308834,0.0000017532064,0.0003164639,0.00016438634,0.0006230006,0.00067437906,0.000065418586,0.96445674],"genre_scores_gemma":[0.31182206,0.00006835775,0.000027646134,0.000078835976,0.0002508388,4.353356e-7,0.000017355498,0.000024726796,0.68770975],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856913,0.00013929521,0.00016424502,0.0003666576,0.00042910504,0.00033158885],"domain_scores_gemma":[0.9993424,0.000031526673,0.00017214647,0.0001472757,0.00015439795,0.00015228266],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033968868,0.00012522761,0.00029424956,0.00004637639,0.0036649818,0.00046318135,0.0004113523,0.00040068038,0.001038177],"category_scores_gemma":[0.0000057484963,0.00024664908,0.00019710149,0.0000098779465,0.0023070415,0.000101080026,0.00027567917,0.00031054212,0.000004078488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015276933,0.000029973622,0.00005254239,0.000094864,0.00017006877,0.0016591002,0.05268645,5.306371e-7,3.1287254e-7,0.09505703,0.74697155,0.1032623],"study_design_scores_gemma":[0.0003252156,0.00001713929,0.0015487155,0.000021609265,0.00018142113,0.000025636662,0.011869405,0.000003893492,1.004849e-8,0.00432753,0.9813918,0.00028766334],"about_ca_topic_score_codex":0.99374175,"about_ca_topic_score_gemma":0.99946064,"teacher_disagreement_score":0.27816248,"about_ca_system_score_codex":0.00038430025,"about_ca_system_score_gemma":0.00027754856,"threshold_uncertainty_score":0.99999857},"labels":[],"label_agreement":null},{"id":"W4385859567","doi":"10.1007/978-3-031-34593-7_73","title":"The Elephant in the Room: Engaging with Communities About Climate Change Uncertainty","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Ambiguity; Ignorance; Meaning (existential); Event (particle physics); Surprise; Perspective (graphical); Uncertainty; Management science; Computer science; Risk analysis (engineering); Business; Political science; Engineering; Epistemology; Psychology; Social psychology; Mathematics; Artificial intelligence","score_opus":0.03854300215943906,"score_gpt":0.2721015177719175,"score_spread":0.23355851561247842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385859567","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036104843,0.011194982,0.016329711,0.029016806,0.0047742054,0.007347802,0.00009971797,0.0019895248,0.92563677],"genre_scores_gemma":[0.97119915,0.023184236,0.00009586352,0.00088968757,0.0007964156,0.0002967223,0.00003193853,0.00010917471,0.003396834],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985177,0.00010950107,0.00023156946,0.00017858438,0.00044309566,0.000519573],"domain_scores_gemma":[0.99842864,0.0010683377,0.00007748285,0.00036209577,0.000029260482,0.00003418183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016137613,0.0002706105,0.00023792403,0.00021105427,0.00052941445,0.00019751258,0.0006055306,0.0001773254,0.00006196751],"category_scores_gemma":[0.00008853696,0.00016841936,0.000069483285,0.00018848486,0.00012809949,0.00007686203,0.00011486973,0.001050316,0.000020918484],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039473798,0.000024875284,0.00047721522,0.0002979882,0.000101620055,0.00011620184,0.34729874,0.2150857,0.0000047857493,0.33841363,0.00024952815,0.09789025],"study_design_scores_gemma":[0.0005895987,0.00008125447,0.002822364,0.002886946,0.000072680356,0.0000044118606,0.011947637,0.016719209,0.0000016704503,0.010550241,0.9531846,0.0011393903],"about_ca_topic_score_codex":0.003064807,"about_ca_topic_score_gemma":0.3941685,"teacher_disagreement_score":0.96758866,"about_ca_system_score_codex":0.00020953249,"about_ca_system_score_gemma":0.000030812524,"threshold_uncertainty_score":0.6867942},"labels":[],"label_agreement":null},{"id":"W4386018665","doi":"10.1016/j.exis.2023.101335","title":"Human-induced seismicity and the public acceptance of hydraulic fracturing: A vignette experiment","year":2023,"lang":"en","type":"article","venue":"The Extractive Industries and Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Vignette; Hydraulic fracturing; Risk perception; Externality; Perception; Public opinion; Business; Willingness to pay; Polarization (electrochemistry); Actuarial science; Public economics; Political science; Social psychology; Economics; Psychology; Engineering; Politics; Law; Microeconomics","score_opus":0.06603981850072052,"score_gpt":0.34424896376547615,"score_spread":0.2782091452647556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386018665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.951003,0.00014242364,0.000055735592,0.03891418,0.000102338294,0.0004560252,0.0000032751802,0.000059511076,0.009263502],"genre_scores_gemma":[0.9949692,0.001212831,0.000010188447,0.0011206103,0.00015762144,0.00004898159,0.0000013534202,0.0000068678005,0.0024723762],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988667,0.00024414546,0.0001612637,0.00018013592,0.00030257236,0.00024518833],"domain_scores_gemma":[0.99934167,0.00023115386,0.00014086782,0.00016950679,0.00005568588,0.00006111961],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001371757,0.000104413346,0.00015942109,0.000018460953,0.0015400262,0.00014901327,0.00021003197,0.00011322701,0.0001181574],"category_scores_gemma":[0.00007987386,0.000062670726,0.00007811829,0.00031368973,0.0012349554,0.00023556149,0.00015574807,0.00029543892,0.0000048828415],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006437714,0.00014360047,0.0010759267,0.000024052937,0.00038590358,0.0000026901341,0.62199885,0.000021925382,0.004204779,0.19109347,0.111977175,0.069007255],"study_design_scores_gemma":[0.0013048117,0.000052645937,0.0729576,0.000019652924,0.000051834446,9.0804673e-7,0.51470053,0.00023798298,0.0014872039,0.0044275937,0.40452236,0.00023689734],"about_ca_topic_score_codex":0.0020198408,"about_ca_topic_score_gemma":0.000087913846,"teacher_disagreement_score":0.2925452,"about_ca_system_score_codex":0.00004771553,"about_ca_system_score_gemma":0.00005402369,"threshold_uncertainty_score":0.99975985},"labels":[],"label_agreement":null},{"id":"W4386696082","doi":"10.4000/communiquer.10369","title":"Réceptions de campagnes de communication publiques sur le risque volcanique","year":2023,"lang":"fr","type":"article","venue":"Communiquer Revue de communication sociale et publique","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Art","score_opus":0.06573106547291571,"score_gpt":0.3521043976185393,"score_spread":0.28637333214562355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386696082","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0679655,0.007207374,0.012240262,0.75730723,0.0004485424,0.0018198255,0.00013189085,0.0021654104,0.15071395],"genre_scores_gemma":[0.66313803,0.21370943,0.022760449,0.015583877,0.0003834144,0.0018046071,0.0013409576,0.00020451035,0.08107475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9774029,0.01896008,0.0011758559,0.0005162353,0.0004831625,0.0014617442],"domain_scores_gemma":[0.9910283,0.0020807926,0.0008551912,0.003928648,0.0015077062,0.00059936056],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.015862284,0.0005631996,0.0007206511,0.0006705982,0.0036993683,0.0013031256,0.0048057726,0.0011975087,0.00082053535],"category_scores_gemma":[0.0023774907,0.00077611604,0.00052034715,0.002955177,0.0020339102,0.0028191244,0.0023125808,0.0025729034,0.00031487818],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015427826,0.00060374977,0.0021886665,0.00012453101,0.000110337285,0.00000409126,0.08425194,0.0003412631,0.00019758847,0.6824382,0.21465279,0.015071421],"study_design_scores_gemma":[0.00055988337,0.000050258568,0.015722187,0.000469693,0.000085108746,0.000015919786,0.021265563,0.0029981567,0.00007504864,0.095641725,0.86241937,0.00069710193],"about_ca_topic_score_codex":0.14398345,"about_ca_topic_score_gemma":0.14319979,"teacher_disagreement_score":0.74172336,"about_ca_system_score_codex":0.0037536162,"about_ca_system_score_gemma":0.0056754397,"threshold_uncertainty_score":0.99996144},"labels":[],"label_agreement":null},{"id":"W4386927600","doi":"10.7202/1091863ar","title":"La triple catastrophe japonaisedu 11 mars 2011","year":2011,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.07813585409595507,"score_gpt":0.31602973398009543,"score_spread":0.23789387988414035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386927600","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13798481,0.008561381,0.0028435446,0.020182818,0.0046276255,0.00071073696,0.00013335819,0.0004515357,0.8245042],"genre_scores_gemma":[0.87646073,0.02644906,0.0064002494,0.00033721534,0.000269482,0.00006892467,0.000028632188,0.000030200232,0.0899555],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966491,0.0015354528,0.0003997368,0.00044839893,0.0004341479,0.00053318305],"domain_scores_gemma":[0.99896246,0.00019340527,0.00020071569,0.00029150787,0.000116297204,0.00023563398],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013029445,0.0002831072,0.0002930403,0.00013709912,0.00047710194,0.00014072255,0.00040130573,0.000278134,0.009236519],"category_scores_gemma":[0.00011757931,0.00028582392,0.00018515148,0.00034570353,0.0016904671,0.0010325055,0.00007582757,0.00028205523,0.0017068501],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000931816,0.000542449,0.013545515,0.00012941666,0.000105865714,0.00004383073,0.04296265,0.00020225105,0.000035370376,0.09090012,0.21611655,0.6353228],"study_design_scores_gemma":[0.00038622768,0.0001192852,0.16242684,0.0001502991,0.00009607677,0.000006474611,0.005902391,0.00031935584,0.000069416164,0.0050303303,0.82515615,0.0003371553],"about_ca_topic_score_codex":0.021997621,"about_ca_topic_score_gemma":0.0118395705,"teacher_disagreement_score":0.7384759,"about_ca_system_score_codex":0.00015993895,"about_ca_system_score_gemma":0.00009913461,"threshold_uncertainty_score":0.9999594},"labels":[],"label_agreement":null},{"id":"W4387274701","doi":"10.5040/9798400697074","title":"Pipeline Politics","year":2018,"lang":"en","type":"book","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Harm; Pipeline transport; Politics; Pipeline (software); Enforcement; Natural gas; Oil and natural gas; Engineering; Business; Natural resource economics; Political science; Forensic engineering; Fossil fuel; Environmental planning; Law; Environmental science; Economics; Environmental engineering; Waste management","score_opus":0.03644860819560873,"score_gpt":0.3455647712390278,"score_spread":0.30911616304341905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387274701","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.520404e-7,0.000019566307,0.00072616764,0.0016956498,0.0006163123,0.00014468738,0.000004406324,0.00013684844,0.9966555],"genre_scores_gemma":[0.000023009798,0.000511541,0.00037180737,0.0021924626,0.0031937114,0.0000024478877,0.000023420558,0.000011060393,0.9936705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924105,0.000032989843,0.00011001165,0.0001360533,0.00029302057,0.0001868577],"domain_scores_gemma":[0.9996118,0.000017403774,0.000040536164,0.00015027726,0.0000828603,0.00009714148],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026655215,0.000078691126,0.00009789383,0.000059916798,0.00022089289,0.000051549294,0.00018657999,0.00016089826,0.03155036],"category_scores_gemma":[0.000029940797,0.00007217992,0.000060558963,0.000025883182,0.00025888378,0.000031431526,0.000048246377,0.000072971976,0.007614905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.1991696e-7,0.0000029442108,3.887412e-7,0.000002143514,0.0000022218242,4.2304043e-7,0.00063537696,1.3000977e-8,1.2473246e-8,0.4002055,0.59757775,0.0015731037],"study_design_scores_gemma":[0.00003251886,0.000007060921,0.0000037903003,0.000008787087,0.000012447214,3.6314727e-8,0.0003970037,0.0000022287581,1.2421442e-7,0.035213735,0.96422714,0.00009514221],"about_ca_topic_score_codex":0.00060562463,"about_ca_topic_score_gemma":0.0026564694,"teacher_disagreement_score":0.36664936,"about_ca_system_score_codex":0.00020978831,"about_ca_system_score_gemma":0.0003041504,"threshold_uncertainty_score":0.9931578},"labels":[],"label_agreement":null},{"id":"W4388478006","doi":"10.20944/preprints202311.0377.v1","title":"Group Cohesion and Individual Mental Health Regarding the Consensus Decision‐Making Methods Associated with Three Intentional Communities","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental health; Psychology; Cohesion (chemistry); Group decision-making; Group cohesiveness; Interpersonal communication; Social psychology; Perspective (graphical); Community cohesion; Public relations; Political science; Psychiatry","score_opus":0.38002778743259724,"score_gpt":0.47806356388295673,"score_spread":0.09803577645035949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388478006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97770727,0.00020196738,0.00547269,0.008825308,0.0012878764,0.0016993503,0.00008119445,0.00045021332,0.0042741057],"genre_scores_gemma":[0.99210906,0.0011175163,0.0050450177,0.00059345755,0.00010078562,0.00014209769,0.00012930852,0.00003952162,0.0007232292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995136,0.0023366557,0.00053591357,0.00054247386,0.0009925562,0.00045637268],"domain_scores_gemma":[0.99710596,0.0014012889,0.00057318946,0.00061869633,0.00016706469,0.00013382321],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011752005,0.00028570282,0.00043802158,0.00021552229,0.0023245148,0.00022561528,0.0008290784,0.00022774604,0.00038427065],"category_scores_gemma":[0.00084268546,0.00022299841,0.00014456564,0.00026211998,0.00086715666,0.00008763888,0.003488943,0.0009846879,0.00006695783],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019979288,0.0002137292,0.78680223,0.000096085816,0.000995653,0.0000081646185,0.13298939,0.00029288922,0.000025355765,0.022881534,0.0034325484,0.05206262],"study_design_scores_gemma":[0.0005214286,0.0000346236,0.9088967,0.0012874847,0.000085189,0.0000026217858,0.058676504,0.0003322496,0.0000032395035,0.020057332,0.009763788,0.0003388457],"about_ca_topic_score_codex":0.0059592808,"about_ca_topic_score_gemma":0.032282386,"teacher_disagreement_score":0.12209445,"about_ca_system_score_codex":0.00048463795,"about_ca_system_score_gemma":0.0002432831,"threshold_uncertainty_score":0.9989743},"labels":[],"label_agreement":null},{"id":"W4388561012","doi":"10.1016/j.jenvrad.2023.107311","title":"People do not have high levels of knowledge of low dose ionizing radiation (LDIR)","year":2023,"lang":"en","type":"article","venue":"Journal of Environmental Radioactivity","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Yukon University; University of Regina","funders":"CANDU Owners Group","keywords":"Harm; Non-ionizing radiation; Psychology; Public relations; Political science; Social psychology","score_opus":0.027072203633484695,"score_gpt":0.30028908100807367,"score_spread":0.273216877374589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388561012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99733675,0.00009123324,0.00030106574,0.0003850162,0.00040045354,0.00014539911,0.00003105568,0.000009256908,0.0012997976],"genre_scores_gemma":[0.99758667,0.0013871435,0.0001686778,0.0000148172385,0.00018860704,0.0000015712403,0.0000016743039,0.000009593462,0.0006412558],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985678,0.00025243353,0.0003890173,0.000118008764,0.00049280527,0.00017993871],"domain_scores_gemma":[0.99901736,0.0001777301,0.00055736455,0.00012315062,0.000017193715,0.00010719389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012805928,0.000094033545,0.00028426084,0.00020203639,0.00015285573,0.00001739371,0.00017999564,0.00006955189,0.0006671378],"category_scores_gemma":[0.000096416945,0.0000908809,0.00017244462,0.00020382216,0.00018712855,0.00043006268,0.000058325117,0.00014152583,0.00003310217],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000403969,0.0026747047,0.08809945,0.00016957065,0.000421465,0.000027091963,0.12152645,0.0031330402,0.34723628,0.0017229365,0.0039303694,0.43065467],"study_design_scores_gemma":[0.0007421057,0.000118647644,0.97970015,0.000036917623,0.000042934156,0.0000023643393,0.0077204793,0.00013275699,0.0073521547,0.0001769441,0.0038690693,0.00010548578],"about_ca_topic_score_codex":0.0001434533,"about_ca_topic_score_gemma":0.00014096084,"teacher_disagreement_score":0.89160067,"about_ca_system_score_codex":0.0003633186,"about_ca_system_score_gemma":0.000056676752,"threshold_uncertainty_score":0.7304691},"labels":[],"label_agreement":null},{"id":"W4388796688","doi":"10.1177/00113921231211583","title":"Protective abandonment: Risk, data, and surveillance of nuclear workers post Fukushima","year":2023,"lang":"en","type":"article","venue":"Current Sociology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Abandonment (legal); Government (linguistics); Pandemic; Politics; Political science; Nuclear weapon; Business; Compensation (psychology); Coronavirus disease 2019 (COVID-19); Economic growth; Law; Economics; Medicine; Disease; Infectious disease (medical specialty)","score_opus":0.06054837188097556,"score_gpt":0.3701345077715831,"score_spread":0.3095861358906075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388796688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953119,0.00030121408,0.00010399559,0.0018766907,0.0005959073,0.00039752855,0.00009707611,0.000102454964,0.0012131969],"genre_scores_gemma":[0.99601597,0.0036422038,0.000026851489,0.00004155782,0.00010715485,0.000014636325,0.000050068265,0.000006840336,0.000094696275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988337,0.0004333491,0.00013324131,0.0002519791,0.00012928633,0.00021842876],"domain_scores_gemma":[0.9994771,0.00012312352,0.00011121147,0.00019696038,0.00003735593,0.00005428003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059477,0.000067251865,0.00014307874,0.0000568766,0.00031215328,0.000011282182,0.00024162528,0.000067030276,0.00018092562],"category_scores_gemma":[0.00025679145,0.000063915715,0.000029677885,0.00013093284,0.0007782797,0.00007875254,0.00022053634,0.000139967,0.00014501969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010469916,0.00015389247,0.44658884,0.000091806345,0.0001384814,0.000003164412,0.23687652,0.000020683245,0.00013678438,0.021050317,0.055148084,0.23968671],"study_design_scores_gemma":[0.00040674405,0.00005298614,0.7277416,0.000012237146,0.000012025668,1.3536564e-7,0.025374282,0.00014790619,5.2725983e-7,0.0028293817,0.24329334,0.00012879907],"about_ca_topic_score_codex":0.00074509595,"about_ca_topic_score_gemma":0.00061163167,"teacher_disagreement_score":0.28115278,"about_ca_system_score_codex":0.00003498318,"about_ca_system_score_gemma":0.00003159818,"threshold_uncertainty_score":0.2867604},"labels":[],"label_agreement":null},{"id":"W4389639969","doi":"10.3138/cjc-2022-0005","title":"Du « modèle du déficit » au tournant participatif en communication des risques : les luttes d’expertise au cœur de l’acceptabilité sociale des projets d’exploitation des ressources naturelles","year":2023,"lang":"fr","type":"article","venue":"Canadian Journal of Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.07096468418433745,"score_gpt":0.3212998699168913,"score_spread":0.25033518573255387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389639969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94153464,0.014384547,0.0005205256,0.037133206,0.0002918657,0.000398913,0.000025261621,0.00006085197,0.005650164],"genre_scores_gemma":[0.9328573,0.06130407,0.003957016,0.0001448548,0.00036245014,0.00006673488,0.000036705158,0.000044379132,0.0012265291],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99385566,0.003679271,0.0009644021,0.00020776974,0.0004477159,0.0008452137],"domain_scores_gemma":[0.99602777,0.0008294837,0.000746726,0.00063370663,0.001057244,0.0007050893],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0052340208,0.00027924342,0.00039804075,0.0005219128,0.0051935962,0.00045598514,0.0014476142,0.0003213589,0.00031886433],"category_scores_gemma":[0.0024357296,0.00029278814,0.0002514266,0.0010180589,0.003419212,0.0015183882,0.00012217439,0.0005846577,0.000051167026],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032643875,0.0001525117,0.09100133,0.00011642551,0.00012994972,0.000009801317,0.60546374,0.002530883,0.00018933073,0.010764819,0.00482128,0.2847873],"study_design_scores_gemma":[0.0007170625,0.00021964684,0.49923232,0.0015760069,0.0002818937,0.000026765983,0.25702706,0.0048035127,0.00027484796,0.046781607,0.1885195,0.0005397593],"about_ca_topic_score_codex":0.30493426,"about_ca_topic_score_gemma":0.8319385,"teacher_disagreement_score":0.52700424,"about_ca_system_score_codex":0.00425297,"about_ca_system_score_gemma":0.0018104243,"threshold_uncertainty_score":0.99995244},"labels":[],"label_agreement":null},{"id":"W4390022007","doi":"10.7202/1106849ar","title":"Psychological factors in risk management","year":2023,"lang":"en","type":"article","venue":"Assurances et gestion des risques","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Risk management; Business","score_opus":0.08108978124476258,"score_gpt":0.3915452195610792,"score_spread":0.3104554383163166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390022007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7201715,0.00004431123,0.00021950711,0.0026739382,0.00031296618,0.00025428794,0.0000049460364,0.00047510455,0.27584344],"genre_scores_gemma":[0.9745354,0.018678814,0.00064914644,0.000105106265,0.000043001848,0.000053338164,0.000011545821,0.0000074004593,0.0059162164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983887,0.00053160347,0.00018646829,0.00026696926,0.0003285078,0.00029777133],"domain_scores_gemma":[0.9995754,0.00013668557,0.00005785785,0.00013165078,0.000029213927,0.00006920048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013082916,0.00010107798,0.000119925106,0.00022699131,0.0002974617,0.000096405194,0.00019129355,0.0000817614,0.00032040777],"category_scores_gemma":[0.0001495981,0.00008764481,0.00005755178,0.00077440834,0.00021813677,0.0002840287,0.00003932271,0.00013741646,0.0004174411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038858234,0.00024752464,0.41464993,0.000037864975,0.00004230174,0.000046814243,0.02785855,0.007618337,0.000012306334,0.06727613,0.069759816,0.41241157],"study_design_scores_gemma":[0.00016993645,0.00002738343,0.84659225,0.00002759438,0.0000074887384,8.548021e-8,0.007806191,0.00020513672,0.0000039869683,0.01033271,0.13471165,0.000115558716],"about_ca_topic_score_codex":0.0019186108,"about_ca_topic_score_gemma":0.0065576104,"teacher_disagreement_score":0.43194234,"about_ca_system_score_codex":0.000097805,"about_ca_system_score_gemma":0.0000056037584,"threshold_uncertainty_score":0.53655005},"labels":[],"label_agreement":null},{"id":"W4390358433","doi":"10.3917/anv.204.0030a","title":"Noam Chomsky, Danger d’extinction – Changements climatiques et menace nucléaire , Montréal, Éd. Ecosociété, 2020, 128 p., 12 €","year":2022,"lang":"fr","type":"article","venue":"Alternatives Non-Violentes","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.02566036786906487,"score_gpt":0.33085205767741027,"score_spread":0.3051916898083454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390358433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5565083,0.036344755,0.0021060754,0.12514466,0.01900178,0.0044042333,0.00067411957,0.00061598874,0.2552001],"genre_scores_gemma":[0.607618,0.21865289,0.0011781089,0.007609996,0.00245318,0.0012357531,0.0002706596,0.00015844828,0.16082299],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99467736,0.001435753,0.0007099888,0.0009298635,0.0013127484,0.0009342688],"domain_scores_gemma":[0.99825,0.00016957657,0.000677833,0.00048463183,0.00013625993,0.00028169132],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016114382,0.0005417046,0.00054302777,0.00023260298,0.0017018749,0.00029268724,0.000897749,0.000122039855,0.017635321],"category_scores_gemma":[0.000071146664,0.0005972071,0.00037034313,0.0005129121,0.0004253653,0.0011955182,0.001115922,0.000616157,0.0010531602],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017838736,0.0024127816,0.005165112,0.00025352486,0.0009260136,0.00009092977,0.12450292,0.0007914915,0.0007613275,0.009203646,0.59500724,0.2607066],"study_design_scores_gemma":[0.0012066615,0.0004938688,0.009059739,0.00021791164,0.00016640997,0.00000473632,0.055585183,0.0037673174,0.00012292058,0.0022471664,0.9264483,0.00067982264],"about_ca_topic_score_codex":0.007341844,"about_ca_topic_score_gemma":0.0030373281,"teacher_disagreement_score":0.33144102,"about_ca_system_score_codex":0.0009996718,"about_ca_system_score_gemma":0.0000900415,"threshold_uncertainty_score":0.9997246},"labels":[],"label_agreement":null},{"id":"W4390953288","doi":"10.3389/fcomm.2024.1235055","title":"Risk communication: lessons from an ethnographic, pragmatic, and Canadian regulatory perspective","year":2024,"lang":"en","type":"article","venue":"Frontiers in Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Canada; University of Ottawa","funders":"","keywords":"Context (archaeology); Public relations; Risk communication; Risk management; Agency (philosophy); Perspective (graphical); Health communication; Perception; Risk perception; Process (computing); Knowledge management; Psychology; Political science; Sociology; Medicine; Business; Computer science; Risk analysis (engineering); Geography","score_opus":0.02199423834149074,"score_gpt":0.347153475222943,"score_spread":0.32515923688145226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390953288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3256867,0.11068776,0.007300805,0.2487883,0.001801347,0.0025060421,0.0002881432,0.0009188387,0.30202207],"genre_scores_gemma":[0.9453764,0.037247684,0.016557436,0.00026007628,0.000036394602,0.000058463505,0.00010733554,0.000013457567,0.00034277522],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795043,0.0012830802,0.00018017968,0.00021974344,0.00018005367,0.00018648006],"domain_scores_gemma":[0.9986756,0.00012681485,0.000057825582,0.0009067518,0.00007260469,0.00016039687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015515243,0.00009040056,0.00012081109,0.00028800778,0.0008636238,0.00025729902,0.0005835049,0.00012402573,0.00010527873],"category_scores_gemma":[0.000105960426,0.00010298232,0.00003341335,0.0004374955,0.00052236137,0.0005361474,0.000087118286,0.00036074006,0.000013025112],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009493576,0.00006887721,0.031437673,0.000010504312,0.00008827342,0.0000017412101,0.37184158,0.000037305403,0.000004096371,0.41790754,0.05702035,0.12157259],"study_design_scores_gemma":[0.000185484,0.000012685188,0.14122635,0.00011044358,0.000047385354,1.8369843e-7,0.26808074,0.0049750092,9.374632e-7,0.1565798,0.4285716,0.00020935353],"about_ca_topic_score_codex":0.6357713,"about_ca_topic_score_gemma":0.8754337,"teacher_disagreement_score":0.6196897,"about_ca_system_score_codex":0.00058180135,"about_ca_system_score_gemma":0.00019640416,"threshold_uncertainty_score":0.66423833},"labels":[],"label_agreement":null},{"id":"W4391338960","doi":"10.1186/s12889-024-17832-3","title":"Canadians’ knowledge of cancer risk factors and belief in cancer myths","year":2024,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; Canadian Cancer Society; University of Calgary; Spinal Cord Injury BC; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Medicine; Biostatistics; Cancer; Population; Feeling; Gerontology; Clinical psychology; Social psychology; Epidemiology; Demography; Environmental health; Psychology; Pathology; Internal medicine","score_opus":0.07144125588591049,"score_gpt":0.4081860082786488,"score_spread":0.3367447523927383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391338960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9245882,0.015770208,0.00015686355,0.027384344,0.0014394721,0.00060917455,0.00016344825,0.00010332945,0.029784935],"genre_scores_gemma":[0.97582346,0.019955197,0.000042183474,0.0003086498,0.0001371297,0.00004768565,0.000003207565,0.000008351527,0.0036741204],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880993,0.0002561643,0.00020938105,0.00020241839,0.00014295409,0.0003791196],"domain_scores_gemma":[0.9994266,0.00006926387,0.000050206523,0.00008509814,0.000036023743,0.0003327879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011369436,0.0000730785,0.0001488048,0.000242317,0.00017830277,0.00007666028,0.00010540431,0.000050980743,0.0007379908],"category_scores_gemma":[0.00007859787,0.00006333159,0.000028623168,0.0005650143,0.000112676535,0.00015985048,0.000025729736,0.00011579078,0.000009050321],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013841519,0.00005446512,0.52446455,0.0002723512,0.000018755172,5.1473364e-7,0.16868775,0.000012909069,8.866633e-7,0.02650834,0.028518457,0.25145963],"study_design_scores_gemma":[0.00007491017,0.000012125802,0.29750788,0.000041114996,0.0000026351038,1.7946864e-8,0.012164267,0.00016176653,2.0436796e-7,0.00007627178,0.6899019,0.00005693223],"about_ca_topic_score_codex":0.90455496,"about_ca_topic_score_gemma":0.9805017,"teacher_disagreement_score":0.6613834,"about_ca_system_score_codex":0.00083163043,"about_ca_system_score_gemma":0.0038921796,"threshold_uncertainty_score":0.8080481},"labels":[],"label_agreement":null},{"id":"W4391352078","doi":"10.2903/sp.efsa.2024.en-8588","title":"ENhanced COMmunication in Risk ANalysis (ENCOMRAN): Final report","year":2024,"lang":"en","type":"article","venue":"EFSA Supporting Publications","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"École Polytechnique Fédérale de Lausanne; Health Canada; European Commission; European Food Safety Authority; World Health Organization","keywords":"Risk communication; Computer science; Risk analysis (engineering); Business","score_opus":0.04258555291038291,"score_gpt":0.40670440668496477,"score_spread":0.36411885377458186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391352078","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2796897,0.0002842632,0.09625756,0.05349609,0.00039659074,0.0008270536,0.000026742113,0.0012125268,0.56780946],"genre_scores_gemma":[0.9713146,0.0004059591,0.00226373,0.00009061645,0.00006285899,0.00016264357,0.00021565075,0.000008167553,0.025475759],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982708,0.00027754204,0.000549147,0.0003144056,0.0003179846,0.0002700998],"domain_scores_gemma":[0.9988445,0.00016117639,0.00021621108,0.00055783184,0.00012621227,0.000094070856],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003194296,0.00007878117,0.00013615114,0.00069689064,0.00053251797,0.0003968088,0.00034448813,0.00006522747,0.0025718126],"category_scores_gemma":[0.00095453137,0.00008403662,0.00013998488,0.0033287895,0.00012385829,0.000485413,0.00006479704,0.00021649704,0.00020140017],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068522077,0.00046991787,0.17255118,0.00004409206,0.0005867926,0.00002882217,0.11160701,0.0014719727,0.00016219828,0.46240062,0.06534673,0.18532379],"study_design_scores_gemma":[0.000101205595,0.0000071123573,0.22966485,0.000020980751,0.00022826533,0.0000013124178,0.0072688595,0.0041643595,0.000014336189,0.003913865,0.75441736,0.00019746606],"about_ca_topic_score_codex":0.0057229875,"about_ca_topic_score_gemma":0.02450812,"teacher_disagreement_score":0.6916249,"about_ca_system_score_codex":0.00016922226,"about_ca_system_score_gemma":0.0002255829,"threshold_uncertainty_score":0.99833995},"labels":[],"label_agreement":null},{"id":"W4391496702","doi":"10.1017/one.2023.13.pr2","title":"Review: Governance principles for AMR surveillance: A scoping review and conceptual framework — R0/PR2","year":2023,"lang":"en","type":"review","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Guelph; York University; Université de Montréal; Centre for Global Health Research; University of Ottawa","funders":"","keywords":"Corporate governance; Conceptual framework; Computer science; Process management; Management science; Political science; Business; Sociology; Engineering; Social science","score_opus":0.21389289860278618,"score_gpt":0.4783989976773455,"score_spread":0.26450609907455935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391496702","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.0078415e-8,0.97705233,0.00036213602,0.0018575982,0.00041945424,0.0087077785,0.00006784284,0.0002274764,0.011305383],"genre_scores_gemma":[1.4863668e-8,0.97743714,0.0010507292,0.0045572924,0.00039184158,0.0015238129,0.000051052513,0.000049756956,0.014938373],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968722,0.0005175632,0.001000454,0.0006937695,0.00042263884,0.0004934169],"domain_scores_gemma":[0.9976592,0.000866135,0.00071645144,0.00045865824,0.0001256591,0.00017391007],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003139508,0.00037960865,0.0023588974,0.00003899937,0.00040890806,0.000108469234,0.0005334617,0.00026100565,0.0017373887],"category_scores_gemma":[0.0029414257,0.00030082118,0.00048110608,0.0006287533,0.00035848742,0.00011905022,0.00023061557,0.00027345205,0.00034181724],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.5707797e-7,0.0000073248757,0.0000011767062,0.42292213,0.000046409285,8.1568726e-7,0.00012885849,2.4007328e-8,3.5931877e-10,0.04651071,0.0860683,0.44431388],"study_design_scores_gemma":[0.000028727032,0.000009179927,0.0000013564731,0.41021326,0.00025260108,3.523973e-7,0.000058136306,1.386858e-7,4.977186e-10,0.00005655336,0.5891557,0.00022399254],"about_ca_topic_score_codex":0.00017942626,"about_ca_topic_score_gemma":0.0015283804,"teacher_disagreement_score":0.5030874,"about_ca_system_score_codex":0.00017619658,"about_ca_system_score_gemma":0.00047121343,"threshold_uncertainty_score":0.9999444},"labels":[],"label_agreement":null},{"id":"W4391885950","doi":"10.48152/ssrp-3wh0-ex69","title":"Reproduction of 'Evaluations of Action and Inaction Decision-makers in Risky Decisions Resulting in Negative Outcomes: Inaction Agents Are Preferred to and Perceived as More Competent and Normative Than Action Agents'","year":2024,"lang":"en","type":"report","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Normative; Action (physics); Reproduction; Social psychology; Psychology; Political science; Biology; Ecology; Law","score_opus":0.19822399868723042,"score_gpt":0.4800757935150544,"score_spread":0.28185179482782396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391885950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870627,0.00009875835,0.00039380635,0.0011980976,0.0009438817,0.0020440866,0.000037942693,0.000049714512,0.008171013],"genre_scores_gemma":[0.9843557,0.012727116,0.00091509277,0.00003325743,0.00006268863,0.00012579527,0.00004582152,0.000024276134,0.0017102725],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99607354,0.0004958844,0.0010835489,0.0008455709,0.0012600214,0.00024140818],"domain_scores_gemma":[0.99760365,0.0005018562,0.0008233663,0.0003054182,0.00062115537,0.00014453368],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002734164,0.00030098588,0.00063185627,0.0016006608,0.00028360615,0.000100788006,0.00009617655,0.00032434103,0.00007781852],"category_scores_gemma":[0.0049239476,0.00028340524,0.0000917627,0.0010051132,0.00021437772,0.0007102464,0.00017035591,0.00044240672,0.000006724781],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013254031,0.00091635203,0.11127621,0.0009615144,0.0005371116,0.00002403423,0.22703804,0.0016311018,0.0017290778,0.00067594956,0.006241933,0.64764327],"study_design_scores_gemma":[0.00057301956,0.000102785525,0.7266176,0.001102799,0.00012090689,0.0000053351455,0.2675075,0.0004708069,0.000061005092,0.0010120668,0.002217381,0.0002087976],"about_ca_topic_score_codex":0.05778227,"about_ca_topic_score_gemma":0.09975171,"teacher_disagreement_score":0.6474345,"about_ca_system_score_codex":0.0024950083,"about_ca_system_score_gemma":0.00028940302,"threshold_uncertainty_score":0.9999618},"labels":[],"label_agreement":null},{"id":"W4391997974","doi":"10.1017/one.2023.13.pr3","title":"Review: Governance principles for AMR surveillance: A scoping review and conceptual framework — R0/PR3","year":2023,"lang":"en","type":"review","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre for Global Health Research; University of Waterloo; University of Guelph; York University; University of Ottawa","funders":"","keywords":"Corporate governance; Conceptual framework; Political science; Management science; Computer science; Process management; Business; Sociology; Engineering; Social science","score_opus":0.21389289860278618,"score_gpt":0.4783989976773455,"score_spread":0.26450609907455935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391997974","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.02117825e-8,0.9770488,0.00036010955,0.0018901348,0.00041842833,0.008689172,0.000067810215,0.0002273743,0.0112981405],"genre_scores_gemma":[1.4948982e-8,0.9773239,0.0010434848,0.004666758,0.0003917332,0.0015205839,0.000051037456,0.000049746937,0.014952781],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968561,0.00051749893,0.0010000387,0.0007100715,0.00042294964,0.00049333833],"domain_scores_gemma":[0.9976487,0.000865999,0.00071636186,0.00046927368,0.00012575975,0.0001739048],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003213381,0.00037956086,0.002358104,0.000038902235,0.0004088328,0.00010852151,0.00053340005,0.00026097658,0.0017338073],"category_scores_gemma":[0.0030108406,0.00030078777,0.00048107043,0.0006274282,0.00035844787,0.00011903412,0.00023601885,0.00027362705,0.00034179963],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.5646627e-7,0.0000073124497,0.0000011557055,0.4215472,0.00004632843,8.139473e-7,0.0001286194,2.3741649e-8,4.206087e-10,0.046413004,0.08584509,0.44601008],"study_design_scores_gemma":[0.000028715674,0.000009178869,0.0000013224525,0.41021582,0.00025256566,3.522708e-7,0.00005808514,1.3688678e-7,5.784782e-10,0.00005649604,0.58915335,0.0002239624],"about_ca_topic_score_codex":0.00017878343,"about_ca_topic_score_gemma":0.0015236225,"teacher_disagreement_score":0.50330824,"about_ca_system_score_codex":0.00017617141,"about_ca_system_score_gemma":0.00047119876,"threshold_uncertainty_score":0.99994445},"labels":[],"label_agreement":null},{"id":"W4392103308","doi":"10.1007/978-3-031-28905-7_7","title":"Correction to: Assessment and Communication of Risk","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science","score_opus":0.030588585957605205,"score_gpt":0.36614910959795177,"score_spread":0.33556052364034655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392103308","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000041418236,0.00012219413,0.00050718983,0.0008532209,0.00072372425,0.00021572628,0.000005340316,0.000054477405,0.9974767],"genre_scores_gemma":[0.0179751,0.010112571,0.0008107402,0.00007937113,0.000052455536,0.000005623225,0.000008517102,0.00000818761,0.97094744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949574,0.000026497702,0.00012531108,0.00011677748,0.00018568856,0.000049995164],"domain_scores_gemma":[0.99962634,0.0000632363,0.00006582923,0.00015439482,0.00004739888,0.000042827796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039278,0.000061561805,0.00009488024,0.00009264792,0.00012345756,0.000044407367,0.00008339478,0.000064976346,0.0016813177],"category_scores_gemma":[0.000012556899,0.000057722886,0.000036590398,0.000022593065,0.000083750696,0.000033500615,0.000085493266,0.00013067531,0.00013706878],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010784541,0.0000038660673,0.000019368465,0.0000064533892,0.000014926538,9.221318e-8,0.0033560325,0.0000023478483,7.368613e-7,0.8456616,0.086134635,0.064798854],"study_design_scores_gemma":[0.000024136145,0.00001684176,0.00081470533,0.0000793994,0.000045217992,5.3116082e-8,0.0017313288,0.00004038514,3.5733706e-7,0.03439797,0.96278036,0.00006923489],"about_ca_topic_score_codex":0.0038033081,"about_ca_topic_score_gemma":0.01790796,"teacher_disagreement_score":0.87664574,"about_ca_system_score_codex":0.000100371784,"about_ca_system_score_gemma":0.000033071865,"threshold_uncertainty_score":0.99930626},"labels":[],"label_agreement":null},{"id":"W4392293156","doi":"10.1177/10564926241232319","title":"A Relational Construction of Organizational Risk: Normalizing Versus Problematizing Through Risk Work on Concerns Versus Measures","year":2024,"lang":"en","type":"article","venue":"Journal of Management Inquiry","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Opposition (politics); Construct (python library); Risk management; Sociology; Work (physics); Public relations; Social psychology; Psychology; Political science; Management; Economics; Computer science; Engineering","score_opus":0.13806926480179718,"score_gpt":0.35975182122751237,"score_spread":0.2216825564257152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392293156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4696968,0.0025815158,0.19764346,0.0057529635,0.038498495,0.0017187301,0.000038623213,0.00035560128,0.28371382],"genre_scores_gemma":[0.97251695,0.007369397,0.018157499,0.000051108338,0.001387054,0.0000066504053,0.0000068990234,0.000022923914,0.00048151967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975867,0.00031172184,0.0005927932,0.0001752422,0.0011425382,0.00019096347],"domain_scores_gemma":[0.99863386,0.00032254012,0.0006228624,0.00011707793,0.00024062349,0.00006300983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017308113,0.00012736085,0.00018909047,0.0002937742,0.00038618656,0.0001266397,0.00021061461,0.000072622766,0.00059550296],"category_scores_gemma":[0.00029298928,0.00011645793,0.00014639647,0.00071655464,0.00026926564,0.00059282593,0.00006440389,0.00028625556,0.00006109849],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013391617,0.00014882832,0.0053766137,0.00016091617,0.0013299987,0.00003797959,0.038778488,0.013300879,0.000010259612,0.8561022,0.02911971,0.054294955],"study_design_scores_gemma":[0.0069948994,0.00089411554,0.01867441,0.0017552292,0.0016797864,0.000006172185,0.10664868,0.00042452337,0.00006902129,0.02370337,0.83849555,0.0006542486],"about_ca_topic_score_codex":0.000068160676,"about_ca_topic_score_gemma":0.00003980757,"teacher_disagreement_score":0.83239883,"about_ca_system_score_codex":0.00033905296,"about_ca_system_score_gemma":0.00010130149,"threshold_uncertainty_score":0.652034},"labels":[],"label_agreement":null},{"id":"W4392686729","doi":"10.1097/ee9.0000000000000299","title":"Ethics guidelines for environmental epidemiologists: 2023 revision","year":2024,"lang":"en","type":"article","venue":"Environmental Epidemiology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Memorial University of Newfoundland","funders":"","keywords":"Deliberation; Transparency (behavior); Normative; Accountability; Political science; Environmental health ethics; Relevance (law); Engineering ethics; Public relations; Public health; Environmental health; Medicine; Health policy; Health care; Law; Engineering; Nursing","score_opus":0.31319108952489016,"score_gpt":0.4968346146301777,"score_spread":0.18364352510528753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392686729","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033354547,0.064992525,0.20404564,0.60428673,0.01212996,0.005814561,0.0009616632,0.0016029525,0.07281144],"genre_scores_gemma":[0.48205003,0.15908894,0.058065955,0.07765015,0.0056170025,0.00047778865,0.0013249699,0.00017202173,0.21555315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958834,0.0016396634,0.0008636047,0.0007303446,0.00022973675,0.000653236],"domain_scores_gemma":[0.9951824,0.004153922,0.00014070119,0.00030531114,0.000005896441,0.000211757],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.011301588,0.00023930176,0.0004577806,0.00013825302,0.0006809101,0.000026452039,0.00034156305,0.000379676,0.0044371253],"category_scores_gemma":[0.004680708,0.00021089599,0.00032335648,0.00009660229,0.0010290644,0.00018809889,0.00017254855,0.0004615029,0.0018598489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038766764,0.00010299537,0.0055626067,0.00006926155,0.00009440337,0.000011735904,0.0022808088,0.00043702402,0.0006434139,0.12198476,0.61464965,0.25412455],"study_design_scores_gemma":[0.00013620741,0.00007701617,0.0035271172,0.000040449846,0.00003471612,0.0000024243534,0.0020381615,0.0013925749,0.0000069036273,0.011215439,0.98129773,0.00023123945],"about_ca_topic_score_codex":0.0002849652,"about_ca_topic_score_gemma":0.0001715401,"teacher_disagreement_score":0.52663654,"about_ca_system_score_codex":0.00054525316,"about_ca_system_score_gemma":0.000034870052,"threshold_uncertainty_score":0.99891734},"labels":[],"label_agreement":null},{"id":"W4392864934","doi":"10.3390/ijerph21030351","title":"Content Analysis of Official Public Health Communications in Ontario, Canada during the COVID-19 Pandemic","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Transparency (behavior); Stakeholder; Public health; Public relations; Agency (philosophy); Business; Health communication; Content analysis; Government (linguistics); Pandemic; Risk management; Risk communication; Political science; Medicine; Coronavirus disease 2019 (COVID-19); Risk analysis (engineering); Nursing; Sociology; Infectious disease (medical specialty)","score_opus":0.36537359575911477,"score_gpt":0.4787272832587781,"score_spread":0.11335368749966335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392864934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73727393,0.0015596437,0.00027917404,0.25987473,0.00020259616,0.00020913419,0.0000669017,0.0000044999656,0.0005293741],"genre_scores_gemma":[0.98360974,0.013962549,0.00003563513,0.0017618609,0.000058750382,0.000006040483,0.000021860327,0.0000036359852,0.00053992664],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966882,0.00083128485,0.0005594485,0.00012265614,0.0014428026,0.00035563347],"domain_scores_gemma":[0.9985962,0.00042952178,0.00018546342,0.00014686341,0.00007224965,0.00056973466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007755506,0.000056475506,0.00017631924,0.0007556872,0.00041589543,0.00017932469,0.00069490785,0.00002598172,0.00089068536],"category_scores_gemma":[0.00032510405,0.000043837263,0.000065795015,0.00045737522,0.00046357277,0.00023206248,0.00019814259,0.0005042115,0.000001353473],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000071133545,0.0008895492,0.81136835,0.000042157626,0.0012082526,0.000039774102,0.06986183,0.000095660485,0.00004900045,0.027786374,0.008547999,0.08003994],"study_design_scores_gemma":[0.00019952,0.000060359784,0.43367916,0.000012851443,0.000003531941,0.000006358266,0.020658873,0.00009883425,7.6598425e-8,0.0001253462,0.5451237,0.000031384538],"about_ca_topic_score_codex":0.9607227,"about_ca_topic_score_gemma":0.99742794,"teacher_disagreement_score":0.5365757,"about_ca_system_score_codex":0.008420823,"about_ca_system_score_gemma":0.008726731,"threshold_uncertainty_score":0.99689287},"labels":[],"label_agreement":null},{"id":"W4393019050","doi":"10.7202/1105707ar","title":"Commentaire sur « Le nucléaire et l’opinion publique » d’Andrée Robard","year":2023,"lang":"fr","type":"article","venue":"Petite revue de philosophie","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; Philosophy; Art","score_opus":0.07678829933060562,"score_gpt":0.3280599485634169,"score_spread":0.2512716492328113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393019050","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01250749,0.0011802237,0.00017133566,0.8641163,0.0029513217,0.000516792,0.000087316796,0.00047211186,0.117997095],"genre_scores_gemma":[0.8152418,0.09125982,0.0006509737,0.018599465,0.012951675,0.00018893876,0.00047778897,0.00014755708,0.060481947],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99722886,0.0006189484,0.00042175472,0.0005340101,0.0004197354,0.0007766763],"domain_scores_gemma":[0.99875665,0.00013774891,0.00018206415,0.00044500557,0.000120089535,0.0003584371],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014890993,0.00029453443,0.00035568164,0.00027829653,0.0006626968,0.00022138814,0.000518256,0.00027413943,0.0009138193],"category_scores_gemma":[0.00015961382,0.00036029224,0.00028410595,0.0012590239,0.0004156725,0.0007243885,0.000297392,0.0004116681,0.002693989],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015313171,0.00025332515,0.0014480178,0.0003138163,0.000059882168,0.000057360638,0.0059460253,0.0003428759,0.000033786353,0.85084164,0.12210422,0.01858375],"study_design_scores_gemma":[0.0005533835,0.00007085384,0.0073629366,0.00038562427,0.000031455816,0.000010327112,0.0013393321,0.00084797817,0.0000049876066,0.057645984,0.93137205,0.00037511004],"about_ca_topic_score_codex":0.003734363,"about_ca_topic_score_gemma":0.0024713175,"teacher_disagreement_score":0.84551686,"about_ca_system_score_codex":0.00042019485,"about_ca_system_score_gemma":0.00029396033,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W4393973098","doi":"10.4000/tem.11015","title":"Territoires en crise : une résilience urbaine aux crises industrielles est-elle possible ? Analyse et bilan de l’évolution de l’occupation des sols à Fukushima (2011-2023)","year":2024,"lang":"fr","type":"article","venue":"Territoire en mouvement","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03962492428029156,"score_gpt":0.3499994455481993,"score_spread":0.3103745212679077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393973098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8574973,0.014981091,0.030317757,0.07339616,0.0033599667,0.0016543,0.00024392141,0.00079426065,0.017755268],"genre_scores_gemma":[0.8956837,0.009740902,0.004367725,0.00097489264,0.0013702284,0.00026571853,0.00015558241,0.000065203094,0.08737604],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950166,0.0012036301,0.00080168917,0.000903353,0.00088171236,0.0011930616],"domain_scores_gemma":[0.9984046,0.00030408028,0.00018520848,0.00049403065,0.00013553831,0.0004765452],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021809756,0.0005231755,0.0004192358,0.0004877371,0.0010813527,0.00066377106,0.00066896295,0.00044439672,0.0029310202],"category_scores_gemma":[0.00022071257,0.00053307327,0.00028178396,0.001103756,0.000915351,0.0010318733,0.0003079638,0.00057055714,0.00042594326],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007402324,0.0012180967,0.032435536,0.0005320316,0.00039337017,0.00020271984,0.14657937,0.007948474,0.0032878465,0.018317461,0.37102306,0.41798803],"study_design_scores_gemma":[0.0007667933,0.0006082287,0.08873468,0.001263859,0.00067654497,0.00001636161,0.056789797,0.037396308,0.0012864594,0.014530531,0.7969027,0.0010277245],"about_ca_topic_score_codex":0.15995307,"about_ca_topic_score_gemma":0.078464076,"teacher_disagreement_score":0.42587966,"about_ca_system_score_codex":0.0033719225,"about_ca_system_score_gemma":0.0015158266,"threshold_uncertainty_score":0.9997121},"labels":[],"label_agreement":null},{"id":"W4394582087","doi":"10.22584/nr55.2024.012","title":"Community Governance for Small Modular Reactor (SMR) Development: Lessons from Northern and Indigenous Energy Projects","year":2024,"lang":"en","type":"article","venue":"The Northern Review","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Indigenous; Modular design; Corporate governance; Environmental planning; Political science; Environmental resource management; Environmental science; Nuclear engineering; Engineering; Economic growth; Business; Computer science; Finance; Ecology; Economics; Biology","score_opus":0.08633132644334625,"score_gpt":0.332345597278947,"score_spread":0.2460142708356008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394582087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66777635,0.3057304,0.0014980843,0.014809245,0.00047159,0.0026604333,0.000102674996,0.0003394468,0.006611759],"genre_scores_gemma":[0.5628486,0.4246516,0.0005871618,0.0029958363,0.00032790424,0.00057899905,0.000088557,0.0000623197,0.007859011],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986652,0.0004191065,0.00023144428,0.00020730638,0.00022393376,0.00025299596],"domain_scores_gemma":[0.9992912,0.00015223579,0.00009741787,0.0003269769,0.000063380765,0.000068779875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012223823,0.00014514086,0.00022703965,0.00001630083,0.0008069153,0.000116903975,0.00044478965,0.000050362298,0.00004365491],"category_scores_gemma":[0.00008739775,0.000099233555,0.00008337963,0.00018574767,0.00011842146,0.00008409011,0.00010769772,0.0001654944,0.000065005624],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050501562,0.0000522173,0.0006029391,0.00063947606,0.000090711554,0.0000028164018,0.061311692,7.198818e-7,0.000023663515,0.0035586033,0.0006113493,0.93310076],"study_design_scores_gemma":[0.00006928775,0.000014984779,0.0036629697,0.001060007,0.00007237023,5.4607824e-7,0.0013436785,0.000011168112,0.000004920854,0.00091489096,0.9926934,0.00015174202],"about_ca_topic_score_codex":0.026644776,"about_ca_topic_score_gemma":0.3818011,"teacher_disagreement_score":0.99208206,"about_ca_system_score_codex":0.0001571495,"about_ca_system_score_gemma":0.00023603204,"threshold_uncertainty_score":0.9798369},"labels":[],"label_agreement":null},{"id":"W4394688359","doi":"10.2196/preprints.59345","title":"Misinformation About Climate Change and Related Environmental Events on Social Media: Protocol for a Scoping Review (Preprint)","year":2024,"lang":"en","type":"review","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preprint; Misinformation; Social media; Climate change; Protocol (science); Environmental resource management; Internet privacy; Environmental science; Computer science; Ecology; Computer security; World Wide Web; Biology; Medicine","score_opus":0.20071041840277692,"score_gpt":0.4737687851744099,"score_spread":0.273058366771633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394688359","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.0785035e-8,0.62073916,0.0000044414282,0.00042454447,0.00020238971,0.36672676,0.00003002071,0.00011021584,0.011762394],"genre_scores_gemma":[1.11474876e-7,0.6781829,0.000027063516,0.00016483295,0.00015725406,0.32086548,0.000058488655,0.000015611153,0.0005282487],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982154,0.00018262507,0.00064633536,0.00032398486,0.0003574885,0.0002742147],"domain_scores_gemma":[0.9994175,0.00006573392,0.00031068333,0.00011954604,0.000009483903,0.00007704429],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012970001,0.00023882715,0.0006670359,0.00011073657,0.00039355762,0.000085709034,0.00015451659,0.00021178157,0.0010633685],"category_scores_gemma":[0.000056940116,0.00018127596,0.0003033923,0.00013382164,0.000069268885,0.00020765206,0.00013121472,0.00016877467,0.0007871353],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020266496,0.000018255352,1.0354209e-7,0.12776785,0.000019775409,4.3520077e-7,0.0021712575,4.0396624e-9,2.206876e-9,0.0020581656,0.0029579343,0.8650042],"study_design_scores_gemma":[0.0001401931,0.000013107619,0.000003798803,0.22189063,0.00021383949,5.449051e-7,0.00018810893,0.0000014047635,5.198419e-9,0.00008023698,0.77731097,0.00015715059],"about_ca_topic_score_codex":0.000010935835,"about_ca_topic_score_gemma":0.00006158411,"teacher_disagreement_score":0.86484706,"about_ca_system_score_codex":0.00026207764,"about_ca_system_score_gemma":0.000061916835,"threshold_uncertainty_score":0.9999909},"labels":[],"label_agreement":null},{"id":"W4395484662","doi":"10.1111/anti.13034","title":"“We are a nuclear community”: The Ethical, Political Economic, and Social Relations of Canadian Nuclear Waste Siting","year":2024,"lang":"en","type":"article","venue":"Antipode","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Temporalities; Pride; Nuclear power; Environmental ethics; Sociology; Ethnography; Process (computing); Political science; Political economy; Law; Anthropology; Ecology","score_opus":0.0498499763838173,"score_gpt":0.31942672686021134,"score_spread":0.26957675047639407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395484662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6913285,0.000024653502,0.0000033006397,0.20784372,0.00010551382,0.00008639971,0.000021436252,0.000047474354,0.100538984],"genre_scores_gemma":[0.99729043,0.00016652886,0.00005878252,0.0018079099,0.0001449083,9.198272e-7,0.0000016878494,0.000009607116,0.000519247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992321,0.0002947842,0.00010912358,0.000076002674,0.00008353427,0.00020442136],"domain_scores_gemma":[0.9996295,0.00016485316,0.000022557682,0.000083182924,0.000014059008,0.00008582943],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00059033546,0.00004520172,0.0000754733,0.00010886064,0.0014710954,0.00013179527,0.0001340239,0.00010227412,0.00033033482],"category_scores_gemma":[0.00004710883,0.00003954966,0.000042015206,0.00010960708,0.0004261973,0.00007478098,0.000056130586,0.0004109212,0.00009408033],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010478185,0.000004580878,0.00009159043,0.000011455201,0.000012729848,0.0000012744624,0.061435245,0.0000014945412,0.0000123487,0.9208792,0.016530626,0.0010184011],"study_design_scores_gemma":[0.000051970666,0.000010795469,0.0021452147,0.00003559587,0.000025174277,6.358282e-7,0.23544742,0.0006388605,9.2496225e-7,0.010470532,0.7511006,0.000072291674],"about_ca_topic_score_codex":0.2593394,"about_ca_topic_score_gemma":0.39923745,"teacher_disagreement_score":0.9104087,"about_ca_system_score_codex":0.000092715265,"about_ca_system_score_gemma":0.000091456546,"threshold_uncertainty_score":0.9998289},"labels":[],"label_agreement":null},{"id":"W4396540346","doi":"10.36939/ir.202405011513","title":"Trust, Risk, and Dissonance: Prairie Agriculture and Canada’s Environmental Farm Plan","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Cognitive dissonance; Context (archaeology); Agriculture; Perception; Environmental planning; Geography; Environmental resource management; Political science; Public relations; Sociology; Social psychology; Psychology; Economics","score_opus":0.00553397075545328,"score_gpt":0.239599762302823,"score_spread":0.23406579154736973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396540346","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70410776,0.0019792633,0.000003001702,0.0018342236,0.0010503998,0.0005926041,0.00019192536,0.00007926776,0.29016158],"genre_scores_gemma":[0.4791206,0.0089732595,0.000029442417,0.00015025788,0.00017773664,0.000024453251,0.00048433203,0.00001173414,0.5110282],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990452,0.00004527555,0.00011643577,0.00029873612,0.00032409112,0.0001702952],"domain_scores_gemma":[0.99973845,0.000015776524,0.00005997967,0.00006016295,0.0000053743943,0.000120277895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113301016,0.00015101928,0.00013077687,0.000030002582,0.00040237934,0.00013169365,0.00007449851,0.00014832437,0.00039812244],"category_scores_gemma":[0.000011657272,0.00011531472,0.000025262616,0.000037157835,0.00006507561,0.00004842807,0.000022070566,0.00020009535,0.000014273025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036377704,0.00005910508,0.010832926,0.0002211153,0.00014604151,0.000040309733,0.07707732,0.0000017444813,0.000095569936,0.02068913,0.7435529,0.14724743],"study_design_scores_gemma":[0.00006211006,0.000008743585,0.14317362,0.000019081197,0.00005504847,3.4115078e-7,0.09093705,0.0000035834048,0.0000025298632,0.00012969047,0.7654578,0.00015040446],"about_ca_topic_score_codex":0.84475845,"about_ca_topic_score_gemma":0.9981174,"teacher_disagreement_score":0.22498715,"about_ca_system_score_codex":0.00015012048,"about_ca_system_score_gemma":0.00014132734,"threshold_uncertainty_score":0.47023976},"labels":[],"label_agreement":null},{"id":"W4398216079","doi":"10.1186/s12889-024-18832-z","title":"Factors influencing risk perception during Public Health Emergencies of International Concern (PHEIC): a scoping review","year":2024,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk perception; PsycINFO; Medicine; Public health; Biostatistics; Perception; CINAHL; Context (archaeology); Social psychology; Environmental health; Psychology; MEDLINE; Nursing; Psychological intervention; Geography","score_opus":0.3425704904332981,"score_gpt":0.4941754418903392,"score_spread":0.15160495145704106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398216079","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015099486,0.9872189,0.00041306776,0.0049466416,0.0019185545,0.0032698791,0.0001300477,0.0003055751,0.0016463213],"genre_scores_gemma":[0.00017517606,0.99696684,0.00023436957,0.00059470936,0.0005797808,0.0002188494,0.00024847098,0.00006213214,0.00091970153],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912706,0.0029500863,0.0024477537,0.00082071737,0.0013927595,0.0011180777],"domain_scores_gemma":[0.9960406,0.0001377319,0.002203213,0.00051041367,0.0002900272,0.00081806106],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009307021,0.00050274155,0.0020984241,0.00087449927,0.0009213775,0.00037153033,0.00096360996,0.00022831839,0.0020465525],"category_scores_gemma":[0.0013690424,0.00041505843,0.0007891897,0.001560065,0.00024390334,0.0007338489,0.00035287932,0.0006665512,0.0001954186],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[3.480695e-7,0.000064349326,0.00053417427,0.23184164,0.0001271801,4.946802e-7,0.016446281,3.9997357e-7,1.7753685e-8,0.0019483597,0.0060211574,0.7430156],"study_design_scores_gemma":[0.00007026573,0.000031212807,0.0005593431,0.11414944,0.0000715792,0.000001109048,0.0064670523,0.000003204974,1.529644e-9,0.000008928799,0.8783614,0.00027644672],"about_ca_topic_score_codex":0.0077473535,"about_ca_topic_score_gemma":0.010716254,"teacher_disagreement_score":0.87234026,"about_ca_system_score_codex":0.0038632862,"about_ca_system_score_gemma":0.0137717035,"threshold_uncertainty_score":0.9999607},"labels":[],"label_agreement":null},{"id":"W4399292509","doi":"10.1007/978-3-319-01669-6_292-2","title":"Precautionary Principle in Tourism","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Precautionary principle; Tourism; Business; Political science; Law","score_opus":0.06151981746813511,"score_gpt":0.3430942255757937,"score_spread":0.2815744081076586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399292509","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015211858,0.000019861962,0.000030074258,0.0018803378,0.00044393932,0.00031928965,0.000003509283,0.00021622483,0.99707156],"genre_scores_gemma":[0.00036667427,0.0019312347,0.00010501303,0.00026795643,0.00026165455,0.000016058997,0.00001757699,0.000017550003,0.9970163],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991327,0.00002014605,0.00015755811,0.00020482676,0.00032569733,0.00015906265],"domain_scores_gemma":[0.9997196,0.00002647021,0.000042441825,0.00013205982,0.000022051732,0.000057367284],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037783626,0.000091873204,0.00011459051,0.00016536858,0.00011380038,0.000027853941,0.000157973,0.00019060796,0.009209853],"category_scores_gemma":[0.000016544529,0.00009261712,0.00006439648,0.00003805586,0.00008627874,0.00005595046,0.00009333967,0.00014164897,0.00448484],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011111881,0.000005239293,0.000009508013,0.00000441203,0.000005345215,0.000009950245,0.0010679814,0.0000039649703,1.3087057e-7,0.890147,0.10188664,0.0068587605],"study_design_scores_gemma":[0.00005130624,0.0000053509984,0.0006031594,0.000026297663,0.0000038238345,4.7293618e-8,0.0002708546,0.000005923849,5.375711e-8,0.062059548,0.9368634,0.00011020099],"about_ca_topic_score_codex":0.0009035591,"about_ca_topic_score_gemma":0.0136742545,"teacher_disagreement_score":0.8349768,"about_ca_system_score_codex":0.00016128337,"about_ca_system_score_gemma":0.000085302774,"threshold_uncertainty_score":0.99629027},"labels":[],"label_agreement":null},{"id":"W4399415270","doi":"10.1007/978-3-031-56988-3_6","title":"Risk-Based and Economic-Based Alternative’s Selection (RBEBAS)","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Selection (genetic algorithm); Economics; Computer science; Artificial intelligence","score_opus":0.02356959776998397,"score_gpt":0.2956387385481009,"score_spread":0.27206914077811695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399415270","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011564553,0.000081198414,0.0028641191,0.0017188819,0.0006755953,0.00035734108,0.000030074165,0.0002404229,0.99391675],"genre_scores_gemma":[0.011986458,0.0010091894,0.0004911951,0.00058729947,0.00052872376,0.000016635933,0.000018632309,0.000033936383,0.98532796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999032,0.000035152683,0.00017788248,0.00039405123,0.00019751207,0.00016335907],"domain_scores_gemma":[0.9995823,0.000055752123,0.000113833776,0.00010931469,0.00003355245,0.00010528236],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039517228,0.00018575408,0.00017326456,0.00021865623,0.00026831476,0.00018714675,0.00011433228,0.00017850258,0.01070545],"category_scores_gemma":[0.000008421854,0.00017928492,0.00011191195,0.000018348113,0.0001764178,0.00006780179,0.00002809333,0.00021523386,0.0016143455],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012761428,0.000008777714,0.00011284061,0.000027264334,0.00006535799,0.0000031749223,0.0004278199,0.00038596473,8.136112e-7,0.94518405,0.03274472,0.021026446],"study_design_scores_gemma":[0.00016725465,0.000035915058,0.000058816815,0.000032931206,0.00007511015,7.189529e-8,0.00008371923,0.0033784078,0.0000055089554,0.023408921,0.9725328,0.00022053899],"about_ca_topic_score_codex":0.0068203043,"about_ca_topic_score_gemma":0.030947259,"teacher_disagreement_score":0.9397881,"about_ca_system_score_codex":0.0003799897,"about_ca_system_score_gemma":0.00017116136,"threshold_uncertainty_score":0.99979335},"labels":[],"label_agreement":null},{"id":"W4399557376","doi":"10.1016/j.ejmp.2024.103392","title":"Support for the “Vancouver call for action to strengthen expertise in radiological protection worldwide”: the position of organisations in formal relations with the International Commission on Radiological Protection (ICRP)","year":2024,"lang":"en","type":"article","venue":"Physica Medica","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Radiological weapon; Commission; Economic shortage; Position (finance); Business; Radiation protection; Action (physics); Compromise; Investment (military); Political science; Public relations; Public administration; Law; Finance; Medicine; Government (linguistics); Nuclear medicine; Radiology","score_opus":0.06311522566119583,"score_gpt":0.33567693060717546,"score_spread":0.27256170494597964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399557376","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24230704,0.000036855658,0.34327355,0.39104918,0.0018345285,0.014044543,0.000044508546,0.00021858294,0.007191207],"genre_scores_gemma":[0.9953295,0.00002573696,0.00016012017,0.00030253935,0.00038070194,0.0025982624,0.000015759046,0.000007660043,0.0011797496],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891245,0.00018807886,0.00020694121,0.00019355594,0.0003269341,0.00017204806],"domain_scores_gemma":[0.99930286,0.00041013272,0.00007051806,0.00012106133,0.000059410962,0.000036039317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010830406,0.000086495915,0.00009819361,0.00009254744,0.0004911396,0.000047164107,0.00021467093,0.00006448275,0.00009093192],"category_scores_gemma":[0.00026844302,0.000040516577,0.000064822656,0.00034818932,0.00016197246,0.00017788484,0.00002643193,0.00022843735,0.0000063621997],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020786307,0.00081105623,0.00014058349,0.00005912108,0.00014602122,0.000002356996,0.13008688,0.01171168,0.009063224,0.059037987,0.17847244,0.60839],"study_design_scores_gemma":[0.0013604853,0.0014566147,0.019125069,0.00019797414,0.00007468016,0.0000025493346,0.026711727,0.08561413,0.00040802502,0.0030334317,0.86177266,0.00024264895],"about_ca_topic_score_codex":0.00050582644,"about_ca_topic_score_gemma":0.0043574665,"teacher_disagreement_score":0.75302243,"about_ca_system_score_codex":0.00034539023,"about_ca_system_score_gemma":0.00009156885,"threshold_uncertainty_score":0.3777498},"labels":[],"label_agreement":null},{"id":"W4399598998","doi":"10.57244/dfbd.1347259","title":"Risk Perception and Occupational Health and Safety: Evaluation in National and Global Context","year":2024,"lang":"en","type":"article","venue":"Doğu Fen Bilimleri Dergisi","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Occupational safety and health; Thematic analysis; Context (archaeology); Environmental health; Natural disaster; Scopus; Risk perception; Perception; Geography; Psychology; Medicine; Political science; MEDLINE; Qualitative research; Social science; Sociology; Pathology","score_opus":0.04943175219146837,"score_gpt":0.4073232043367569,"score_spread":0.3578914521452885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399598998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742169,0.0032975266,0.0006082666,0.0108121475,0.0002923385,0.0007164148,0.000060695398,0.000073842806,0.009921908],"genre_scores_gemma":[0.9913954,0.0070463093,0.00032542963,0.00076369336,0.0001137225,0.00003132816,0.000047602796,0.000004817471,0.000271693],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984226,0.00034850938,0.00020994099,0.00031721202,0.00052487943,0.00017682416],"domain_scores_gemma":[0.9996025,0.00009412597,0.000046143534,0.000050633567,0.0000825852,0.00012404168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022461754,0.00008856951,0.00010688623,0.000109859546,0.00036110004,0.00020318589,0.00003842424,0.0000634527,0.00039770632],"category_scores_gemma":[0.00019748561,0.00008699882,0.000018707686,0.00024458277,0.00017867879,0.00032925076,0.000042454893,0.00008009549,0.000027988708],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087749155,0.00003567962,0.07279054,0.000051135918,0.000024088738,0.000001314439,0.024624424,0.000047152575,0.000012944958,0.06013375,0.0080164615,0.83417475],"study_design_scores_gemma":[0.0005891506,0.000054073727,0.82184243,0.000047239708,0.00001267665,0.0000029553266,0.013377534,0.010758365,1.0493392e-7,0.007998021,0.14518754,0.00012993967],"about_ca_topic_score_codex":0.003587282,"about_ca_topic_score_gemma":0.013410212,"teacher_disagreement_score":0.8340448,"about_ca_system_score_codex":0.0004461895,"about_ca_system_score_gemma":0.00034149023,"threshold_uncertainty_score":0.7483213},"labels":[],"label_agreement":null},{"id":"W4399697341","doi":"10.1016/j.enpol.2024.114228","title":"Regulation vs promotion: Small modular nuclear reactors in Canada","year":2024,"lang":"en","type":"article","venue":"Energy Policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Modular design; Promotion (chess); Business; Nuclear engineering; Environmental science; Environmental economics; Natural resource economics; Engineering; Economics; Political science; Computer science","score_opus":0.019803068393791094,"score_gpt":0.26790712341756207,"score_spread":0.24810405502377098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399697341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.590164,0.000085378924,0.0002705122,0.05524702,0.00105409,0.00016626596,0.000004248557,0.0002523663,0.35275608],"genre_scores_gemma":[0.98183864,0.00018446369,0.000049968952,0.0005250917,0.0005170091,0.0000071158183,0.000006076065,0.000009893083,0.016861765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929994,0.00008325199,0.00010496712,0.00014376908,0.00018678461,0.00018130193],"domain_scores_gemma":[0.99979377,0.000009684804,0.000015933017,0.00009733758,0.000012620773,0.000070645605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014675032,0.00005479611,0.000058125148,0.00013899284,0.000097706055,0.00006302124,0.00009574876,0.00003580595,0.00053414446],"category_scores_gemma":[0.000027040447,0.000055824654,0.000023283119,0.00041552627,0.000028955372,0.00010475818,0.000022235361,0.000046831497,0.000028525657],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023016162,0.000013583353,0.00016493042,0.000007621453,0.0000063287225,0.000011309029,0.0046200627,0.0006124526,0.000102008264,0.935582,0.012122426,0.04675501],"study_design_scores_gemma":[0.0000427396,0.0000072154844,0.017935174,0.00001709484,0.0000021560195,2.3611913e-7,0.0006538766,0.0015487588,0.000011754571,0.0031827586,0.97652566,0.000072580355],"about_ca_topic_score_codex":0.99312294,"about_ca_topic_score_gemma":0.9927152,"teacher_disagreement_score":0.9644032,"about_ca_system_score_codex":0.0010707445,"about_ca_system_score_gemma":0.0007104745,"threshold_uncertainty_score":0.5848507},"labels":[],"label_agreement":null},{"id":"W4399826860","doi":"10.1007/978-3-031-52501-8_4","title":"Systematic Thinking for Dignity","year":2024,"lang":"en","type":"book-chapter","venue":"Natural resource management and policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Dignity; Psychology; Political science; Law","score_opus":0.02363141025218037,"score_gpt":0.32435168685623395,"score_spread":0.3007202766040536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399826860","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000096361655,0.0044785556,0.00004121927,0.0053211385,0.00036081133,0.002133791,0.000013870652,0.00023129112,0.9874097],"genre_scores_gemma":[0.0038614809,0.0027837313,0.00014577007,0.001419161,0.0011758144,0.00007702096,0.000034209843,0.000046169906,0.99045664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983445,0.000035141962,0.00031188765,0.0003929934,0.0005639973,0.0003514947],"domain_scores_gemma":[0.9993404,0.00011759497,0.0001442644,0.00023731319,0.000045554476,0.000114868024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076402264,0.00028037568,0.00036103377,0.00049534295,0.0006097019,0.00047292354,0.00034417244,0.00020724458,0.000116710056],"category_scores_gemma":[0.000058431524,0.00023769349,0.00023081747,0.00008352155,0.00015659307,0.000069772956,0.0002926877,0.0002773073,0.00021001864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008039388,0.0000032236176,2.4928272e-7,0.008785629,0.00019699898,0.0000065966587,0.0034514908,5.6626624e-7,7.8903966e-8,0.94261605,0.036163986,0.008767099],"study_design_scores_gemma":[0.000118717326,0.000014034855,0.0000051588577,0.002405135,0.00030354448,3.5986395e-7,0.0012827815,0.000018587723,4.608704e-8,0.17272158,0.8229083,0.00022177216],"about_ca_topic_score_codex":0.00019548959,"about_ca_topic_score_gemma":0.00024482457,"teacher_disagreement_score":0.7867443,"about_ca_system_score_codex":0.0002502732,"about_ca_system_score_gemma":0.000026259286,"threshold_uncertainty_score":0.9692859},"labels":[],"label_agreement":null},{"id":"W4401166217","doi":"10.1289/isee.2024.0365","title":"Ethics Guidelines for Environmental Epidemiologists – 2023 Revision","year":2024,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Memorial University of Newfoundland","funders":"","keywords":"Engineering ethics; Psychology; Political science; Medicine; Environmental ethics; Engineering; Philosophy","score_opus":0.37733520267196546,"score_gpt":0.4966335538976466,"score_spread":0.11929835122568111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401166217","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08431083,0.00569787,0.039230317,0.4030786,0.008254669,0.0037738155,0.00026605406,0.0013479268,0.45403993],"genre_scores_gemma":[0.9399075,0.0063510034,0.0020935845,0.002122442,0.0004980646,0.000031610507,0.000039337847,0.000010005625,0.048946485],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986009,0.00013282671,0.0003621725,0.0003193767,0.0002971117,0.00028763234],"domain_scores_gemma":[0.998965,0.0006017888,0.00006699364,0.00015657474,0.000089304376,0.000120303455],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030093307,0.00011298242,0.00014300735,0.00007951612,0.00032109104,0.00018877648,0.00022675951,0.0001557404,0.0014933868],"category_scores_gemma":[0.0019158545,0.00009878911,0.00010005151,0.00009191428,0.00022200018,0.00022482053,0.000045335553,0.00023072466,0.0009822474],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001559702,0.00005126747,0.00006003051,0.00012537157,0.000030796135,0.00001676704,0.0061479826,0.0016337832,0.0008201542,0.11972736,0.48609003,0.38528088],"study_design_scores_gemma":[0.000065359534,0.000020994212,0.004687825,0.00011952779,0.000014851384,2.8807497e-7,0.002025184,0.00021070059,0.00002057135,0.005097226,0.9876057,0.0001317701],"about_ca_topic_score_codex":0.00045222146,"about_ca_topic_score_gemma":0.0014437294,"teacher_disagreement_score":0.85559666,"about_ca_system_score_codex":0.000094390605,"about_ca_system_score_gemma":0.00017128214,"threshold_uncertainty_score":0.9997956},"labels":[],"label_agreement":null},{"id":"W4401535251","doi":"10.2139/ssrn.4912501","title":"The Battle for the Wrong Mistake: Risk Salience in Canadian Refugee Status Decision-making","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Battle; Mistake; Salience (neuroscience); Refugee; Political science; Psychology; History; Law; Cognitive psychology; Ancient history","score_opus":0.010305290504738596,"score_gpt":0.33048781227803803,"score_spread":0.3201825217732994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401535251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50525814,0.146991,0.17377466,0.095318116,0.024072263,0.0035732666,0.00007876407,0.0003237251,0.050610043],"genre_scores_gemma":[0.9552817,0.042183205,0.00007502578,0.00008703524,0.00035411183,0.000019315541,3.874761e-7,0.000011258482,0.001987966],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968615,0.00015642152,0.00019910106,0.00015564851,0.00032003954,0.002307249],"domain_scores_gemma":[0.998003,0.001637963,0.000055307166,0.00013437789,0.000044091863,0.00012522501],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006707244,0.00007882815,0.0000663982,0.00010564224,0.0021751248,0.00055684656,0.00044811072,0.000043062853,0.00008575987],"category_scores_gemma":[0.0012367194,0.00004647137,0.0000856895,0.00033965064,0.00013289931,0.00016142437,0.000019210027,0.0008955617,0.00003764316],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014057974,0.0000041462354,0.0006748442,0.0000012345123,0.000029154673,0.0000024082588,0.0035230564,0.00020014869,9.748946e-7,0.37574774,0.0027766123,0.6170256],"study_design_scores_gemma":[0.00008609928,0.000028693223,0.0020762004,0.00002867449,0.000016421944,0.00000445038,0.024481148,0.001024115,1.3577602e-7,0.120539814,0.8516458,0.000068428955],"about_ca_topic_score_codex":0.1601229,"about_ca_topic_score_gemma":0.98731047,"teacher_disagreement_score":0.8488692,"about_ca_system_score_codex":0.0030843809,"about_ca_system_score_gemma":0.0056476346,"threshold_uncertainty_score":0.99998945},"labels":[],"label_agreement":null},{"id":"W4401586230","doi":"10.1155/2024/7445286","title":"Atmosphere at Briefing Sessions and Its Influence on Local Residents’ Intention to Participate in Discussion","year":2024,"lang":"en","type":"article","venue":"Journal of Theoretical Social Psychology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Nuclear Waste Management Organization","keywords":"Atmosphere (unit); Psychology; Meteorology; Geography","score_opus":0.034775112962543826,"score_gpt":0.4263429969428139,"score_spread":0.3915678839802701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401586230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8976026,0.00008959989,0.0014408942,0.093508035,0.0006282079,0.00012224457,9.750484e-7,0.000017433027,0.006590005],"genre_scores_gemma":[0.99697304,0.0003251483,0.00006217362,0.0020274757,0.00015662123,0.000004190627,2.239791e-7,0.000007582516,0.00044352977],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99853855,0.00043436806,0.0003269919,0.0001679839,0.0002889322,0.0002431502],"domain_scores_gemma":[0.9995613,0.00009715844,0.000062383915,0.000058564892,0.000053163378,0.00016739135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011470141,0.00007524743,0.0001617242,0.00005353749,0.00023293764,0.000064226246,0.00017123378,0.00012001744,0.00060283055],"category_scores_gemma":[0.00030751262,0.000049592054,0.000072922194,0.0002519632,0.00049334735,0.00013012569,0.00010167197,0.00027117264,0.00009486254],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037208994,0.00011102147,0.001655768,0.000015157992,0.000020635216,0.000085885134,0.01597447,0.000038352406,0.0007108515,0.90480906,0.0056142807,0.070592456],"study_design_scores_gemma":[0.0015066938,0.0010171926,0.46521202,0.0011321515,0.00010585515,0.000025946993,0.013220235,0.0008016164,0.00006132154,0.40002364,0.11644644,0.00044686676],"about_ca_topic_score_codex":0.000046569985,"about_ca_topic_score_gemma":0.0002653488,"teacher_disagreement_score":0.50478536,"about_ca_system_score_codex":0.00020151849,"about_ca_system_score_gemma":0.000027272637,"threshold_uncertainty_score":0.6600572},"labels":[],"label_agreement":null},{"id":"W4401687651","doi":"10.7202/1112295ar","title":"“We Don’t Want to Talk About It”: Building Trust for Difficult Decisions","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Bioethics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Internet privacy; Business","score_opus":0.11231486432855353,"score_gpt":0.40633016933890265,"score_spread":0.2940153050103491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401687651","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.100064754,0.004016684,0.09860056,0.77181923,0.01119738,0.0009996183,0.00020831038,0.00007047291,0.013022974],"genre_scores_gemma":[0.9816201,0.0021555806,0.005734803,0.0033229527,0.0010916605,0.000007448685,0.0000020511018,0.000020410169,0.0060450234],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877787,0.00007198049,0.00031045088,0.00013918738,0.00033043954,0.0003700493],"domain_scores_gemma":[0.9982632,0.0002654473,0.00006346216,0.00009990524,0.00028849757,0.0010194919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001507533,0.00009005497,0.00014412058,0.00041574237,0.00064364244,0.00044971256,0.00034286146,0.00013986914,0.00042262685],"category_scores_gemma":[0.0011369349,0.00007729026,0.00014923408,0.00046272037,0.00025664514,0.00015487135,0.00001481924,0.0003253828,0.000036855417],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013684415,0.000015261425,0.000075244,0.00003540813,0.00007153561,0.00018021697,0.09081172,0.00029445725,0.0002810566,0.36072308,0.35287136,0.19462697],"study_design_scores_gemma":[0.000092100025,0.0000650998,0.00015561105,0.00029370864,0.000031313964,0.000006685568,0.027877301,0.000074173455,0.000025791034,0.004320902,0.96694815,0.000109134795],"about_ca_topic_score_codex":0.018074699,"about_ca_topic_score_gemma":0.4655227,"teacher_disagreement_score":0.8815553,"about_ca_system_score_codex":0.00044943366,"about_ca_system_score_gemma":0.002134068,"threshold_uncertainty_score":0.988464},"labels":[],"label_agreement":null},{"id":"W4401882025","doi":"10.2139/ssrn.4916188","title":"Risk and the Reasonable Refugee: Exploring a Key Credibility Inference in Canadian Refugee Status Rejections","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Refugee; Inference; Credibility; Key (lock); Political science; Computer science; Computer security; Law; Artificial intelligence","score_opus":0.023323604161252006,"score_gpt":0.30969466798565204,"score_spread":0.28637106382440003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401882025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613543,0.007243251,0.0009851898,0.009617334,0.00077509985,0.00041678827,0.000007466277,0.00009294029,0.019507613],"genre_scores_gemma":[0.9036036,0.092843294,0.00003062097,0.00006246799,0.00020960672,0.00003239685,8.891005e-7,0.000008352737,0.0032087467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688184,0.0005072138,0.0002138242,0.00022102319,0.00026204507,0.0019140762],"domain_scores_gemma":[0.9993543,0.00017289721,0.00004666892,0.00014342103,0.00004739289,0.0002353461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075343205,0.00009331388,0.00011683401,0.00021902827,0.0010502631,0.00034362683,0.00017686839,0.00005271445,0.00010760606],"category_scores_gemma":[0.00084890425,0.000069606256,0.00005655436,0.0005392707,0.0002221024,0.00045724394,0.00003255151,0.0015891063,0.000028333034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027721837,0.000011193474,0.0089004,0.0000046291743,0.00003747097,0.000004809023,0.012674522,0.00006512883,0.0000014496501,0.9127697,0.0001799587,0.06532305],"study_design_scores_gemma":[0.00041699735,0.000048767684,0.011515306,0.000042269305,0.000033751003,0.000009699375,0.027565189,0.00055065687,3.7555097e-7,0.30404976,0.6556396,0.00012765086],"about_ca_topic_score_codex":0.7033073,"about_ca_topic_score_gemma":0.986865,"teacher_disagreement_score":0.65545964,"about_ca_system_score_codex":0.0033718427,"about_ca_system_score_gemma":0.00525685,"threshold_uncertainty_score":0.93254256},"labels":[],"label_agreement":null},{"id":"W4402555943","doi":"10.1080/02699931.2024.2404635","title":"A pandemic-related affect gap in risky decisions for self and others","year":2024,"lang":"en","type":"article","venue":"Cognition & Emotion","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Affect (linguistics); Psychology; Social psychology; Pandemic; Cognitive psychology; Coronavirus disease 2019 (COVID-19); Communication","score_opus":0.06731049345951454,"score_gpt":0.3703093619326106,"score_spread":0.3029988684730961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402555943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9343358,0.0003551709,0.023389162,0.0024029121,0.0008025739,0.0014158707,0.000018617704,0.0005920835,0.0366878],"genre_scores_gemma":[0.9964152,0.0017815629,0.00033392655,0.000132931,0.00007102463,0.00006173914,0.000027231366,0.000008564941,0.0011677938],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999313,0.00011672973,0.00012810128,0.00018436494,0.0001239197,0.00013388101],"domain_scores_gemma":[0.99967456,0.00017386477,0.000022706121,0.000042998105,0.000036111745,0.000049766153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007544384,0.00005779872,0.00006667624,0.0001646696,0.00018671586,0.000103637365,0.000035074376,0.00008059,0.00026344566],"category_scores_gemma":[0.00015747867,0.00005706533,0.000043045926,0.00026618523,0.000052552437,0.0001941085,0.000010716294,0.00006863764,0.00010984846],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049601487,0.00019894526,0.0022127924,0.00009647944,0.00006917051,0.000007494192,0.06521469,0.00004082664,0.00094646827,0.054240346,0.014729811,0.86219335],"study_design_scores_gemma":[0.0043364484,0.00034854803,0.11029914,0.0014331694,0.0003844485,0.000008154206,0.04071673,0.023527306,0.000057762336,0.28055736,0.5374944,0.000836537],"about_ca_topic_score_codex":0.0001023855,"about_ca_topic_score_gemma":0.0007190249,"teacher_disagreement_score":0.86135685,"about_ca_system_score_codex":0.0000844934,"about_ca_system_score_gemma":0.00002919597,"threshold_uncertainty_score":0.2884545},"labels":[],"label_agreement":null},{"id":"W4402670259","doi":"10.18653/v1/2024.findings-acl.927","title":"From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards","year":2024,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Compute Canada; Canadian Institute for Advanced Research","keywords":"Quality (philosophy); Risk analysis (engineering); Computer science; Business; Computer security","score_opus":0.1441733007352848,"score_gpt":0.49427320406972874,"score_spread":0.35009990333444396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402670259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85997677,0.000014958676,0.0018039696,0.024255326,0.0007449002,0.0008094567,0.000057006335,0.00019241773,0.112145185],"genre_scores_gemma":[0.98375887,0.00001635548,0.0005607031,0.0024833372,0.00035798384,0.00004278689,0.0000131254665,0.000009372361,0.012757474],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99806476,0.00036280608,0.00034698242,0.00037757526,0.0006828436,0.00016504352],"domain_scores_gemma":[0.9991968,0.00028321438,0.000036214526,0.00025442356,0.00009851534,0.00013081488],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011867173,0.000095300544,0.00014890483,0.000115728755,0.00023343133,0.00014549468,0.00019069995,0.00003833826,0.007277665],"category_scores_gemma":[0.00009771527,0.0000819266,0.00007160735,0.00052622106,0.000039395454,0.00015354468,0.00009578437,0.00008218595,0.0009069472],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023307386,0.0010256522,0.005012932,0.000049351973,0.00030858745,0.0007038457,0.7421212,0.0003789689,0.0004616259,0.10732246,0.091538355,0.050843928],"study_design_scores_gemma":[0.0005435664,0.00012533533,0.03842725,0.000033036857,0.00004204799,0.0000020239358,0.738408,0.00014839419,0.000032559383,0.0017718498,0.22022931,0.00023661599],"about_ca_topic_score_codex":0.20441118,"about_ca_topic_score_gemma":0.068449765,"teacher_disagreement_score":0.13596141,"about_ca_system_score_codex":0.00011792353,"about_ca_system_score_gemma":0.00009004857,"threshold_uncertainty_score":0.99987096},"labels":[],"label_agreement":null},{"id":"W4402748869","doi":"10.1038/s41591-024-03258-2","title":"A toolbox for surfacing health equity harms and biases in large language models","year":2024,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Institute of Biomedical Imaging and Bioengineering; Google; Fogarty International Center; National Institutes of Health; National Science Foundation","keywords":"Toolbox; Equity (law); Health equity; Computer science; Business; Data science; Actuarial science; Economics; Political science; Health care; Programming language; Economic growth","score_opus":0.07475341040796825,"score_gpt":0.47341560357582047,"score_spread":0.39866219316785223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402748869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5506691,0.0962896,0.014260316,0.25472805,0.003487136,0.0027123995,0.00011969515,0.0006144504,0.07711928],"genre_scores_gemma":[0.9914133,0.0016653669,0.00023274889,0.003861039,0.00034581177,0.0000144543865,0.000019727562,0.000006372069,0.0024411664],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.999145,0.000055550263,0.00012472505,0.0001773688,0.00023650005,0.00026088438],"domain_scores_gemma":[0.99967414,0.00013328252,0.00001907619,0.0000649811,0.000018225763,0.00009030163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019823161,0.00006168408,0.00014017566,0.0001167826,0.00012488865,0.000032558022,0.00007067923,0.000084622065,0.0001297207],"category_scores_gemma":[0.00027735165,0.0000454453,0.000019810612,0.00023527884,0.00006280548,0.00012294247,0.000029848201,0.00021399197,0.0000026462012],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004155174,0.00008576192,0.00033891381,0.0006216562,0.000029662473,0.000043487667,0.31978673,0.00008131362,0.00042716,0.2596048,0.14437449,0.27456447],"study_design_scores_gemma":[0.0020179471,0.00023015289,0.0028689513,0.0013899399,0.000033427048,0.0000018092707,0.09263804,0.020822598,0.00002714416,0.009907363,0.86979705,0.00026557627],"about_ca_topic_score_codex":0.0025677418,"about_ca_topic_score_gemma":0.014714543,"teacher_disagreement_score":0.72542256,"about_ca_system_score_codex":0.00011631668,"about_ca_system_score_gemma":0.0000776709,"threshold_uncertainty_score":0.821106},"labels":[],"label_agreement":null},{"id":"W4402879697","doi":"10.3390/dj12100305","title":"Head and Neck Cancer in Pan-American Notable People: An International Survey","year":2024,"lang":"en","type":"article","venue":"Dentistry Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Social media; Medicine; Family medicine; Political science","score_opus":0.04082659632120285,"score_gpt":0.4198259584109457,"score_spread":0.3789993620897429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402879697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925942,0.00022807402,0.00022401295,0.0014630974,0.0019557853,0.000041751853,0.000019842195,0.000020514695,0.0034527166],"genre_scores_gemma":[0.990506,0.0043054167,0.00009318749,0.00010721379,0.00037640744,0.000003830766,0.0000055427167,0.0000054318657,0.004596947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991608,0.00014711327,0.0001332591,0.0001279043,0.00026803956,0.00016286843],"domain_scores_gemma":[0.99975026,0.000023188775,0.000037084214,0.000044790995,0.000040815365,0.000103853454],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007298279,0.00005064044,0.00007712233,0.00009282661,0.00016744508,0.0006622194,0.00015129292,0.000022497126,0.0015894118],"category_scores_gemma":[0.000036070538,0.000049380702,0.000021451408,0.00023630337,0.00007428825,0.0004495913,0.000030473184,0.00016781071,0.000027279188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000112475345,0.00004230193,0.8141381,0.000005680275,0.000023243727,0.00010183006,0.005438324,0.000031701144,0.000046354096,0.000805363,0.0053860443,0.17396982],"study_design_scores_gemma":[0.000111809015,0.000011944938,0.91997296,0.000028572893,0.000003924762,0.000023148403,0.0019461113,0.00027322807,7.9282466e-7,0.00009809209,0.07746975,0.00005967205],"about_ca_topic_score_codex":0.029981673,"about_ca_topic_score_gemma":0.27797785,"teacher_disagreement_score":0.24799618,"about_ca_system_score_codex":0.00015313832,"about_ca_system_score_gemma":0.00010561473,"threshold_uncertainty_score":0.99932325},"labels":[],"label_agreement":null},{"id":"W4403015358","doi":"10.1016/j.psep.2024.09.119","title":"Cross-jurisdictional analysis and forecasting of North American nuclear fuel inventory using a standardized unit","year":2024,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Unit (ring theory); Environmental science; Engineering; Forensic engineering; Nuclear engineering; Waste management; Operations research; Psychology","score_opus":0.0278343438595573,"score_gpt":0.2922361215759171,"score_spread":0.2644017777163598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403015358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825471,0.000121764984,0.016319105,0.000078543795,0.000038727227,0.00022845979,0.000027791313,0.00004174625,0.00059673685],"genre_scores_gemma":[0.99863887,0.0010227021,0.0001412152,0.000015725554,0.000044010903,0.000009055252,0.000009791156,0.000007787913,0.00011082131],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992016,0.00006204388,0.0001726238,0.00020419619,0.00024549212,0.00011404365],"domain_scores_gemma":[0.9998008,0.000009762856,0.00008122547,0.000040438445,0.000008279476,0.000059509868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003285308,0.00007364237,0.00012475153,0.00014127113,0.00045159794,0.00006656795,0.0000332819,0.000025122928,0.00013301802],"category_scores_gemma":[0.000009558073,0.000074352254,0.00004730865,0.000420832,0.00049790915,0.0002797062,0.000035546065,0.00008944542,0.0000014076526],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009906951,0.00018250021,0.41080025,0.0008887252,0.00096031843,0.000005777011,0.038735885,0.027941778,0.0008009435,0.00068652496,0.0000029488372,0.51800364],"study_design_scores_gemma":[0.0005331557,0.00016748793,0.7861516,0.000056028195,0.00043564217,0.0000048457005,0.0107312985,0.18269813,0.000027072412,0.00049536774,0.018364146,0.00033524973],"about_ca_topic_score_codex":0.0012765786,"about_ca_topic_score_gemma":0.0009567559,"teacher_disagreement_score":0.5176684,"about_ca_system_score_codex":0.00010537373,"about_ca_system_score_gemma":0.0000153169,"threshold_uncertainty_score":0.3473372},"labels":[],"label_agreement":null},{"id":"W4403214818","doi":"10.2139/ssrn.4944793","title":"The Effect of TMI on the Electric Grid or: How We Did Not Learn to Stop Worrying and Love Nuclear Power","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Nuclear power; Power grid; Grid; Electric power; Power (physics); Electrical engineering; Political science; Physics; Nuclear engineering; Engineering; Nuclear physics; Quantum mechanics; Geology; Geodesy","score_opus":0.0131498564184196,"score_gpt":0.29000389485830536,"score_spread":0.27685403843988576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403214818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6820265,0.007360271,0.00029434345,0.27561095,0.0030886426,0.0020995769,0.000006892625,0.00011240355,0.029400406],"genre_scores_gemma":[0.9291414,0.048920505,0.0000058730852,0.00033942735,0.0006005422,0.000012155701,3.9418126e-7,0.000039326278,0.020940373],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960474,0.00085633236,0.00026124186,0.00036051412,0.0007727413,0.0017018146],"domain_scores_gemma":[0.9987942,0.00047404048,0.0002318086,0.00031023088,0.00006156644,0.00012818344],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006911085,0.00026395492,0.00030502293,0.0001966447,0.0008237353,0.0006977838,0.00078056124,0.0001633536,0.00015581724],"category_scores_gemma":[0.00043545835,0.00013463141,0.00024288148,0.00036759826,0.00014908091,0.000053025036,0.00045367386,0.0042347685,0.00019305959],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015752353,0.00007531324,0.00010335727,0.00012278519,0.0012554502,0.000020849355,0.040159762,0.00027209046,0.00085180695,0.5572835,0.047780834,0.350499],"study_design_scores_gemma":[0.00061130675,0.0032047564,0.00038995466,0.00047831828,0.00033890508,0.000034872286,0.041339442,0.00017423007,0.000109215805,0.059157565,0.89352816,0.0006332421],"about_ca_topic_score_codex":0.00022139198,"about_ca_topic_score_gemma":0.0021397597,"teacher_disagreement_score":0.84574735,"about_ca_system_score_codex":0.0012594605,"about_ca_system_score_gemma":0.0009800206,"threshold_uncertainty_score":0.9980625},"labels":[],"label_agreement":null},{"id":"W4404147567","doi":"10.1007/s10805-024-09583-y","title":"The Role of Stewards of Trust in Facilitating Trust in Science: A Multistakeholder View","year":2024,"lang":"en","type":"article","venue":"Journal of Academic Ethics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Social Innovation","funders":"HORIZON EUROPE Framework Programme; European Commission","keywords":"Sociology; Epistemology; Knowledge management; Public relations; Psychology; Political science; Engineering ethics; Computer science; Philosophy; Engineering","score_opus":0.0967104146766581,"score_gpt":0.4361157299627017,"score_spread":0.3394053152860436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404147567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97503537,0.0071566585,0.00012066544,0.009263125,0.00049473566,0.00019359477,0.000004322349,0.0000075616167,0.007723967],"genre_scores_gemma":[0.98550737,0.013502355,0.0004142923,0.000111790105,0.00007362693,0.0000017887642,7.082121e-8,0.0000042097618,0.0003845135],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99733335,0.00038182718,0.0008006808,0.00010717344,0.0011539333,0.0002230293],"domain_scores_gemma":[0.998443,0.0009042325,0.0002867102,0.00007907333,0.00022149466,0.00006550521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020315187,0.000064164014,0.00019358065,0.00031590217,0.00017292978,0.00004453259,0.00052548264,0.00020946855,0.000036525777],"category_scores_gemma":[0.0033092217,0.00004502386,0.00007888418,0.0009991877,0.0010043005,0.00035485282,0.00005968945,0.0021338244,0.0000024575845],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003580239,0.000050471976,0.010424441,0.000236691,0.000020164787,0.00000956446,0.6406311,0.00060019776,0.0074363025,0.109322354,0.00028377213,0.23094916],"study_design_scores_gemma":[0.00063297944,0.00012744305,0.025013566,0.002113857,0.000032573105,0.0000057798616,0.66110325,0.0031569793,0.00062569766,0.033154245,0.2738503,0.0001833563],"about_ca_topic_score_codex":0.0006015615,"about_ca_topic_score_gemma":0.00082008704,"teacher_disagreement_score":0.27356654,"about_ca_system_score_codex":0.00022233739,"about_ca_system_score_gemma":0.0010401466,"threshold_uncertainty_score":0.9270524},"labels":[],"label_agreement":null},{"id":"W4404703115","doi":"10.5194/adgeo-65-55-2024","title":"Lessons from national approaches: a long uphill struggle in search of sites for repositories for nuclear waste locations","year":2024,"lang":"en","type":"article","venue":"Advances in geosciences","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear power; Radioactive waste; Quarter (Canadian coin); Reputation; Spent nuclear fuel; Business; Silver bullet; Visibility; Political science; Environmental planning; Public administration; Operations management; Law; Environmental science; Engineering; History; Waste management; Geography; Archaeology; Sociology; Meteorology","score_opus":0.08281085394958893,"score_gpt":0.39388008859334583,"score_spread":0.3110692346437569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404703115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8712525,0.010838596,0.04526773,0.01684127,0.0032707537,0.0034838873,0.0005362848,0.00021966975,0.048289336],"genre_scores_gemma":[0.99162513,0.0007490142,0.006753614,0.000032603766,0.00016548338,0.000115364295,0.000020626981,0.000005671585,0.0005324876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879056,0.000052603747,0.00022945763,0.00031730777,0.00038921373,0.0002208417],"domain_scores_gemma":[0.99933106,0.00043226941,0.000045143315,0.000078392295,0.00007853855,0.00003462467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094459695,0.000066231245,0.00011220507,0.00020847999,0.0002808732,0.00013070503,0.0003005565,0.0000400512,0.00003134167],"category_scores_gemma":[0.00024019113,0.0000613305,0.00004819216,0.00062584324,0.00047560158,0.00084969966,0.000040120703,0.000054377666,0.0000024941824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028952018,0.00015097154,0.007936826,0.00015418582,0.000010374269,9.687167e-7,0.04667882,0.00723949,0.00021994444,0.8802655,0.00045546197,0.05685853],"study_design_scores_gemma":[0.0006490193,0.00021795722,0.011570372,0.000405609,0.000023630193,4.7551245e-7,0.32005453,0.07212335,0.00042579634,0.2434714,0.35057428,0.00048358142],"about_ca_topic_score_codex":0.0013846043,"about_ca_topic_score_gemma":0.019086758,"teacher_disagreement_score":0.6367941,"about_ca_system_score_codex":0.00010617274,"about_ca_system_score_gemma":0.00016142263,"threshold_uncertainty_score":0.9988124},"labels":[],"label_agreement":null},{"id":"W4404704854","doi":"10.4236/oalib.1112427","title":"“No Action likely”: An Exploration of Institutional Bias Against Citizen Complaints about Wind Turbine Noise and Adverse Health Effects as Demonstrated by the Government in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"OALib","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Noise (video); Action (physics); Adverse effect; Turbine; Medicine; Engineering; Pharmacology; Computer science; Physics","score_opus":0.045289434999044566,"score_gpt":0.30487180200586317,"score_spread":0.2595823670068186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404704854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97940546,0.0000763414,0.00008636955,0.0019035394,0.00050350087,0.00045844028,0.00002080389,0.000024578632,0.01752097],"genre_scores_gemma":[0.9967684,0.00027393128,0.000030673265,0.0006786514,0.000039576727,0.000013901544,0.00006519587,0.0000043587906,0.002125285],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988766,0.00019526265,0.00017223091,0.00016132015,0.00045296465,0.00014166597],"domain_scores_gemma":[0.9997092,0.000045811797,0.000058033496,0.00007394742,0.000022761546,0.000090261965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044862137,0.00007644454,0.00009638236,0.000022367096,0.000258081,0.00005148459,0.00007179548,0.00003440291,0.00017027251],"category_scores_gemma":[0.000031286458,0.00006292132,0.00001656765,0.00014276848,0.00011441526,0.00042014188,0.00001918772,0.00011072422,0.000009132777],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000587803,0.0010589261,0.04509487,0.0008397049,0.00031824483,0.0001751021,0.13285974,0.007441154,0.0050283573,0.13711728,0.1606175,0.50886136],"study_design_scores_gemma":[0.0009888209,0.00022060123,0.22085889,0.00035858157,0.000021846228,0.0000016200305,0.010933938,0.0018726499,0.00010305932,0.00038503678,0.7639959,0.00025910223],"about_ca_topic_score_codex":0.9410531,"about_ca_topic_score_gemma":0.9942979,"teacher_disagreement_score":0.60337836,"about_ca_system_score_codex":0.001232492,"about_ca_system_score_gemma":0.0009258136,"threshold_uncertainty_score":0.32229236},"labels":[],"label_agreement":null},{"id":"W4405564512","doi":"10.1093/scipol/scae082","title":"Public perceptions of the US innovation system: moderate support but compelling need for reform","year":2024,"lang":"en","type":"article","venue":"Science and Public Policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Lawrence Berkeley National Laboratory; Division of Emerging Frontiers; College of Engineering, Michigan State University; Michigan State University; University of California, Santa Barbara; Stony Brook University; National Science Foundation","keywords":"Perception; Public support; Business; Public relations; Public administration; Political science; Psychology","score_opus":0.07527482158604347,"score_gpt":0.35500736624976903,"score_spread":0.27973254466372555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405564512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67978525,0.00003300107,0.004607997,0.07984666,0.00094136543,0.00080605474,0.000043605814,0.00019466114,0.23374143],"genre_scores_gemma":[0.9950692,0.00007765396,0.00013070661,0.00074558216,0.00026229233,0.000034442146,0.0000045835973,0.0000049014643,0.0036706445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859744,0.000043977245,0.00022584261,0.00021761173,0.00053379225,0.00038132913],"domain_scores_gemma":[0.9991139,0.000021898057,0.00006494943,0.00017339253,0.00052297034,0.00010286275],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026812265,0.00006876936,0.000090549016,0.00066476024,0.001420955,0.0008380566,0.000395585,0.00004337645,0.000045785262],"category_scores_gemma":[0.0002920549,0.0000475572,0.000040215018,0.0037693793,0.0010476195,0.0010765694,0.0000942558,0.000069241134,0.000014908405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.618152e-7,0.000010345527,0.00025055007,0.000040903677,0.0000036611139,6.152628e-8,0.0038971715,0.0000040611444,0.00068133144,0.9801907,0.0011684186,0.013751813],"study_design_scores_gemma":[0.00047452404,0.00011140391,0.016317355,0.00012241867,0.00003560307,0.000008875599,0.10415625,0.038434688,0.00018636291,0.023162136,0.81654066,0.00044973526],"about_ca_topic_score_codex":0.005945124,"about_ca_topic_score_gemma":0.0008660981,"teacher_disagreement_score":0.95702857,"about_ca_system_score_codex":0.00046341962,"about_ca_system_score_gemma":0.0020779914,"threshold_uncertainty_score":0.99987906},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4405779635","doi":"10.5937/pnb27-43653","title":"Cultural dimensions of safe cities","year":2024,"lang":"en","type":"article","venue":"Politika nacionalne bezbednosti","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental planning","score_opus":0.040857687178651035,"score_gpt":0.36099409463409915,"score_spread":0.32013640745544814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405779635","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39399782,0.0029659625,0.00031515828,0.030154465,0.0026735857,0.0005354324,0.00019867046,0.00056417496,0.56859475],"genre_scores_gemma":[0.953703,0.0012956695,0.00035969948,0.0004230833,0.00039049936,0.000010147789,0.000027874034,0.000009955555,0.04378008],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874943,0.000100690144,0.0002170167,0.00019076861,0.00043997445,0.00030209543],"domain_scores_gemma":[0.9994295,0.00017663148,0.00003179467,0.00012249785,0.00010372719,0.00013580968],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031777497,0.00010019083,0.00013371432,0.00015080624,0.00027622905,0.000071637194,0.00015733003,0.00006149501,0.0023509434],"category_scores_gemma":[0.00015172482,0.000076498894,0.00012863669,0.0002744584,0.00033395752,0.0002290225,0.000064949454,0.00009974954,0.0005500893],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035903404,0.000023556331,0.00017043517,0.000026016998,0.000026266644,0.0000059529484,0.009561958,0.000005091691,0.00021709688,0.9314486,0.055876043,0.002635439],"study_design_scores_gemma":[0.00008735359,0.00002065754,0.0037336517,0.000071955124,0.00002609907,0.0000018938198,0.010854598,0.000027983224,0.00009277936,0.018250607,0.96670365,0.00012878093],"about_ca_topic_score_codex":0.002305922,"about_ca_topic_score_gemma":0.00031301935,"teacher_disagreement_score":0.91319793,"about_ca_system_score_codex":0.000111818365,"about_ca_system_score_gemma":0.00015124629,"threshold_uncertainty_score":0.998561},"labels":[],"label_agreement":null},{"id":"W4405882150","doi":"10.1080/28355245.2024.2438815","title":"Communicating to enhance trust and manage risk perceptions during cancer cluster investigations: an exploratory study of information sources and formats","year":2024,"lang":"en","type":"article","venue":"Health Literacy and Communication Open","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Exploratory research; Anxiety; Government (linguistics); Cluster (spacecraft); Perception; Risk perception; Cancer; ALARM; Business; Psychology; Public relations; Medicine; Political science; Computer science; Psychiatry; Engineering; Sociology","score_opus":0.04100721833460851,"score_gpt":0.4227813077503648,"score_spread":0.3817740894157563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405882150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98889244,0.0019418184,0.00023475799,0.0066104983,0.000024239915,0.0013657201,0.00001693166,0.000050811093,0.00086276606],"genre_scores_gemma":[0.96825856,0.02651892,0.0033769158,0.0012534139,0.000013450311,0.00038388884,0.000020751477,0.0000062632084,0.00016782954],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983051,0.000866781,0.00042036895,0.0001388857,0.00013608701,0.0001327787],"domain_scores_gemma":[0.9990509,0.000107191314,0.00016868339,0.00044571207,0.00006532253,0.000162164],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016045606,0.000083287574,0.000140606,0.00016429427,0.0017405977,0.0007985044,0.00038431963,0.000030615574,0.000033651213],"category_scores_gemma":[0.000036580917,0.00008297889,0.000009133228,0.00025807729,0.00013648819,0.003586881,0.000649657,0.00016427564,0.0000046991604],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000135425935,0.000051956467,0.0062225703,0.00013742423,0.000010791907,2.8945951e-8,0.7922,0.000025432462,0.0000036985787,0.003202749,0.00013153255,0.19800024],"study_design_scores_gemma":[0.0006059397,0.00021531357,0.19357254,0.0008142666,0.00003599226,9.195475e-7,0.54845405,0.0046878923,0.0000045982842,0.001659932,0.2496817,0.00026686495],"about_ca_topic_score_codex":0.0140278265,"about_ca_topic_score_gemma":0.0214446,"teacher_disagreement_score":0.24955016,"about_ca_system_score_codex":0.00006042133,"about_ca_system_score_gemma":0.00005441918,"threshold_uncertainty_score":0.999559},"labels":[],"label_agreement":null},{"id":"W4406091039","doi":"10.1332/03055736y2024d000000064","title":"Why did the influence of experts erode during the COVID-19 pandemic?","year":2025,"lang":"en","type":"article","venue":"Policy & Politics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Virology; Environmental health; Medicine; Outbreak; Infectious disease (medical specialty); Internal medicine","score_opus":0.05106471700094065,"score_gpt":0.4099220893052461,"score_spread":0.3588573723043054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406091039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86240673,0.000071109636,0.00012643647,0.09667469,0.000109694,0.0002798256,0.000010745047,0.00007484046,0.040245958],"genre_scores_gemma":[0.9238001,0.000607556,0.000012606316,0.06565187,0.00024656212,0.000025781195,5.462322e-7,0.0000046573055,0.009650283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988291,0.00023448498,0.00019610705,0.000124199,0.00025898044,0.00035708962],"domain_scores_gemma":[0.9991792,0.00024873108,0.00006645848,0.0003359823,0.000055495526,0.00011413451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004511232,0.000080894635,0.00009797267,0.000089223446,0.0008395538,0.00005932822,0.00050734327,0.000048969785,0.000060167353],"category_scores_gemma":[0.0010481509,0.000050940755,0.00006567047,0.00028917185,0.0007240341,0.00006904629,0.00014911481,0.00008581599,0.000010828254],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000419207,0.000027623664,0.034316372,0.00003928169,0.000025891415,6.308589e-7,0.06054583,0.0005680023,0.00022196997,0.88132197,0.022628788,0.00029943927],"study_design_scores_gemma":[0.0001358082,0.0000044600743,0.059794847,0.000010258284,0.000014099494,5.761018e-7,0.008589829,0.000008493444,0.000035488716,0.015358071,0.9159817,0.00006634105],"about_ca_topic_score_codex":0.08690447,"about_ca_topic_score_gemma":0.0069081653,"teacher_disagreement_score":0.8933529,"about_ca_system_score_codex":0.00033932397,"about_ca_system_score_gemma":0.000398954,"threshold_uncertainty_score":0.9191759},"labels":[],"label_agreement":null},{"id":"W4406316101","doi":"10.1016/j.ijdrr.2025.105208","title":"Experts at risk: The influence of expertise on conceptualising multi-hazard risk perception and preparedness in Squamish, Canada","year":2025,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Gates Cambridge Trust; Cambridge Trust","keywords":"Preparedness; Hazard; Risk perception; Perception; Risk assessment; Risk management; Risk analysis (engineering); Business; Forensic engineering; Engineering; Environmental planning; Psychology; Computer security; Political science; Computer science; Geography; Finance; Law","score_opus":0.013095698002987263,"score_gpt":0.3186576228506059,"score_spread":0.3055619248476186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406316101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963686,0.00016762027,0.0004931422,0.00096014503,0.0014691242,0.00018608148,0.00001656969,0.00000632437,0.00033241362],"genre_scores_gemma":[0.9963804,0.002745426,0.00012623651,0.000100903686,0.00018400258,0.000008458268,0.0000019086378,0.00000542373,0.00044724724],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99800944,0.00054675154,0.00051123387,0.00016998933,0.0006320163,0.00013055059],"domain_scores_gemma":[0.9987364,0.00009845564,0.0006644511,0.00011710805,0.0003275808,0.000056029778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074352755,0.00010438571,0.00015339885,0.00018958432,0.0002501556,0.00007157836,0.00028233876,0.000054039658,0.00006178576],"category_scores_gemma":[0.0004526742,0.00008058174,0.0000690893,0.00014345594,0.00027088812,0.00036431273,0.00006710222,0.0001908621,0.000001179269],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010489376,0.00039277136,0.27979088,0.000015513162,0.00028101768,0.000012654748,0.44749862,0.0392412,0.002161098,0.00054369,0.005920922,0.2230927],"study_design_scores_gemma":[0.0018344338,0.000090730304,0.726381,0.0003680325,0.00008286211,0.000016186274,0.2583428,0.00096523925,0.00023071405,0.00035090616,0.011149927,0.00018715639],"about_ca_topic_score_codex":0.24317572,"about_ca_topic_score_gemma":0.29769322,"teacher_disagreement_score":0.4465901,"about_ca_system_score_codex":0.0010437997,"about_ca_system_score_gemma":0.00020161664,"threshold_uncertainty_score":0.76186407},"labels":[],"label_agreement":null},{"id":"W4406492342","doi":"10.1016/0967-0653(95)92186-f","title":"10.1016/0967-0653(95)92186-f","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Relation (database); Geography; Computer science","score_opus":0.011740271416234268,"score_gpt":0.22728383929079696,"score_spread":0.2155435678745627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406492342","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021937862,0.000021935057,0.000001540605,0.0018424448,0.00000377501,0.00021921427,0.0000029288958,0.00017616476,0.99751264],"genre_scores_gemma":[0.00017757455,0.0000053860845,0.000084882166,0.00019665234,0.00023109194,0.000018364935,0.0000051364404,0.000009166329,0.99927175],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991082,0.00008097838,0.00010928199,0.00017182449,0.0002696704,0.00026003938],"domain_scores_gemma":[0.99960804,0.000017679009,0.000016850594,0.00016399637,0.00002754012,0.0001658803],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030516388,0.00007506901,0.00008888209,0.00004014241,0.00027043492,0.000082105485,0.00023034948,0.000046820336,0.9995601],"category_scores_gemma":[0.00002618108,0.00007516406,0.000048803868,0.00021949274,0.00006863063,0.000116629,0.00002836935,0.000054430122,0.9989171],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068897757,0.000018952522,4.700056e-8,7.040498e-7,0.000003200589,8.978247e-7,0.00040040063,0.0000118416365,0.0000014538697,0.000032831747,0.47501346,0.5245093],"study_design_scores_gemma":[0.000095674055,0.00003230305,0.000041085783,0.000004373635,0.0000074920754,1.462688e-7,0.00005978786,0.00002119093,0.0000013751354,0.00003044438,0.9995953,0.00011084111],"about_ca_topic_score_codex":0.00063208333,"about_ca_topic_score_gemma":0.000021659986,"teacher_disagreement_score":0.52458185,"about_ca_system_score_codex":0.000061497594,"about_ca_system_score_gemma":0.000027060414,"threshold_uncertainty_score":0.30651015},"labels":[],"label_agreement":null},{"id":"W4406671705","doi":"10.1016/b978-0-08-051623-3.50030-0","title":"10.1016/b978-0-08-051623-3.50030-0","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Kyoto Protocol; Precautionary principle; Politics; Protocol (science); Political science; Law; Medicine; Climate change; Geology","score_opus":0.016543228198345482,"score_gpt":0.22750162685289388,"score_spread":0.2109583986545484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406671705","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.3772884e-7,0.00008319497,0.000001608034,0.00088964554,0.000014146553,0.00056269224,0.000030988394,0.00027884444,0.99813867],"genre_scores_gemma":[0.0000010069084,0.000018111523,0.00006353061,0.0002122272,0.0007510335,0.000022116095,0.00004676021,0.000058436057,0.9988268],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816906,0.000052908432,0.00028932438,0.00044916355,0.00063509715,0.0004044263],"domain_scores_gemma":[0.99907684,0.00003481738,0.00010295801,0.00040335022,0.00007583383,0.0003062041],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003748455,0.0002948755,0.00033400176,0.00022459397,0.00036400964,0.00014309678,0.0005072252,0.00031942423,0.9995542],"category_scores_gemma":[0.000023689334,0.00031251696,0.00019862168,0.00006942713,0.00018517014,0.00010322555,0.00011069999,0.0002419371,0.99885106],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013840062,0.000010349669,1.7605901e-9,0.0000037277398,0.000022124828,0.000005740577,0.00021832075,0.000003686329,2.411675e-7,0.0020142985,0.47147486,0.52623284],"study_design_scores_gemma":[0.00011788889,0.00007316069,0.0000011531524,0.00005016317,0.00005261291,4.7200996e-7,0.000011651308,0.0000022682998,1.9230684e-7,0.00082662486,0.9984682,0.00039560706],"about_ca_topic_score_codex":0.00032392505,"about_ca_topic_score_gemma":0.0000321127,"teacher_disagreement_score":0.52699333,"about_ca_system_score_codex":0.00020395224,"about_ca_system_score_gemma":0.000109378176,"threshold_uncertainty_score":0.9999327},"labels":[],"label_agreement":null},{"id":"W4406767140","doi":"10.1007/978-3-031-77650-2_7","title":"Social Acceptability of Industrial Risk","year":2025,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in applied sciences and technology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université du Québec en Outaouais; Université du Québec à Montréal","funders":"","keywords":"Social risk; Environmental health; Business; Psychology; Risk analysis (engineering); Medicine","score_opus":0.03790947857652567,"score_gpt":0.3133214803306076,"score_spread":0.2754120017540819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406767140","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041966112,0.0001524235,0.00003576541,0.0018604038,0.0002168134,0.00051994866,0.000010094949,0.00010378456,0.9929041],"genre_scores_gemma":[0.9438735,0.0026449203,0.0009198624,0.00007784611,0.00021975036,0.000045333174,0.000002044375,0.0000129555665,0.052203745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983198,0.00003006406,0.00040242157,0.00055810297,0.00036663722,0.00032296847],"domain_scores_gemma":[0.99935526,0.00007184824,0.00029815,0.0001964029,0.000039917926,0.000038434628],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015057751,0.000183275,0.00042678814,0.0007605701,0.0005767964,0.00004467983,0.0005934581,0.000821291,0.0006635746],"category_scores_gemma":[0.00011303219,0.00018670366,0.00006050875,0.00048194316,0.004541741,0.000040866304,0.00042166532,0.0005840151,0.000007968843],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005407888,0.000011088023,0.0012342647,0.00000895272,0.000007862126,4.949892e-7,0.00042889395,5.022659e-7,0.000003920787,0.71863556,0.00043758936,0.27922544],"study_design_scores_gemma":[0.0003065386,0.00003535153,0.0005899008,0.000026229249,0.000028610495,9.51241e-8,0.0016149336,0.000005364346,0.000021539076,0.32530275,0.6718476,0.00022107358],"about_ca_topic_score_codex":0.00068808085,"about_ca_topic_score_gemma":0.0027365102,"teacher_disagreement_score":0.9407004,"about_ca_system_score_codex":0.00010994739,"about_ca_system_score_gemma":0.00029080705,"threshold_uncertainty_score":0.99816734},"labels":[],"label_agreement":null},{"id":"W4407079214","doi":"10.1111/risa.17715","title":"Key attributes of health and environmental risk decision‐making: A scoping review","year":2025,"lang":"en","type":"review","venue":"Risk Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Scope (computer science); Context (archaeology); Risk governance; Risk analysis (engineering); Transformative learning; Corporate governance; Risk assessment; Risk management; Management science; Knowledge management; Computer science; Business; Engineering; Psychology","score_opus":0.05131312496261374,"score_gpt":0.4303211463368276,"score_spread":0.37900802137421385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407079214","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004127512,0.99349874,0.004424451,0.000071482114,0.000058364676,0.0012023237,0.00022252194,0.000026737862,0.0004912508],"genre_scores_gemma":[0.000031603344,0.9983156,0.0009272313,0.00012049777,0.000034977787,0.000059920632,0.000110549074,0.000010323602,0.00038933216],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99537045,0.0020350257,0.0012005904,0.00053610635,0.00056162674,0.0002961816],"domain_scores_gemma":[0.9969358,0.0007749711,0.0016363971,0.00048293636,0.000024706858,0.00014520531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035700414,0.0002737005,0.0027842293,0.0006531351,0.0006517519,0.000057753437,0.0003560135,0.00013961547,0.00075054873],"category_scores_gemma":[0.0008639945,0.00022885231,0.0011951766,0.0020167523,0.00018555812,0.000072596114,0.00021460812,0.00022761189,0.000034851684],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.2224814e-7,0.000028526045,0.00068349746,0.020213243,0.00079484354,4.5205428e-7,0.00050248986,0.0000040441228,2.5549532e-10,0.00007209381,0.001291572,0.9764086],"study_design_scores_gemma":[0.000047860038,0.000013320806,0.000096540476,0.17503588,0.012153317,1.07590104e-7,0.0005188309,0.000011522333,1.0320729e-9,0.000062200976,0.81186515,0.00019528095],"about_ca_topic_score_codex":0.0016211728,"about_ca_topic_score_gemma":0.0021349485,"teacher_disagreement_score":0.97621334,"about_ca_system_score_codex":0.00025052426,"about_ca_system_score_gemma":0.00043059967,"threshold_uncertainty_score":0.9332326},"labels":[],"label_agreement":null},{"id":"W4407643216","doi":"10.3389/fcomm.2024.1509940","title":"Best practices in public risk communication during enteric illness outbreak investigations: a scoping review","year":2025,"lang":"en","type":"review","venue":"Frontiers in Communication","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Risk communication; Public health; Enteric fever; Enteric virus; Environmental health; Medicine; Virology; Pathology; Typhoid fever","score_opus":0.14828213815000918,"score_gpt":0.442644972609435,"score_spread":0.2943628344594258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407643216","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008668101,0.9777304,0.00019005495,0.002360818,0.00031467702,0.0039642495,0.000012730937,0.00008291577,0.01533552],"genre_scores_gemma":[0.000049190374,0.98958755,0.0065750335,0.00016700802,0.000027708951,0.0021537757,0.00042408152,0.000024797957,0.0009908322],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98997194,0.007543866,0.0013177106,0.000429003,0.00038464915,0.0003528433],"domain_scores_gemma":[0.99477595,0.0006028224,0.002362883,0.0020301174,0.0001374809,0.00009076137],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004708747,0.00030278912,0.0011568933,0.00079796993,0.0010790533,0.00028976172,0.0023040336,0.00030581807,0.000057941816],"category_scores_gemma":[0.004544203,0.0003316423,0.00019776903,0.0024078102,0.00036992805,0.0010460062,0.00070878916,0.000958623,0.000036875772],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001731919,0.0001430199,0.0007894926,0.040618278,0.000037272403,5.290779e-7,0.0033945926,0.0000023370937,6.594039e-9,0.0010069405,0.0025040137,0.9515018],"study_design_scores_gemma":[0.00013613583,0.0000033140464,0.000058271624,0.32248408,0.00018483469,3.6618704e-7,0.003723601,0.000012160732,1.06755484e-8,0.00034796266,0.6728059,0.00024337423],"about_ca_topic_score_codex":0.0060217404,"about_ca_topic_score_gemma":0.028045168,"teacher_disagreement_score":0.9512584,"about_ca_system_score_codex":0.0012879953,"about_ca_system_score_gemma":0.00090783864,"threshold_uncertainty_score":0.9999136},"labels":[],"label_agreement":null},{"id":"W4407743570","doi":"10.1002/9781405165518.wbeoss041.pub3","title":"Science and the Measurement of Risk","year":2025,"lang":"en","type":"other","venue":"The Blackwell Encyclopedia of Sociology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","score_opus":0.014544199140684526,"score_gpt":0.2844399324647412,"score_spread":0.2698957333240567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407743570","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033804047,0.002419448,0.00008042799,0.0019361007,0.0005509712,0.0006063136,0.000014419597,0.000029853314,0.9940244],"genre_scores_gemma":[0.07958212,0.27598852,0.00022984129,0.00073785655,0.0005294288,0.000052220432,0.0000020272375,0.00006966788,0.6428083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799865,0.00062054273,0.00025113768,0.00022721694,0.0006698903,0.00023254498],"domain_scores_gemma":[0.9986074,0.00034051668,0.00042774083,0.00036378865,0.00023020427,0.000030350799],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006403575,0.00012517492,0.00033538643,0.00018354853,0.00033721936,0.000008573004,0.00080083637,0.00016179233,0.0008298876],"category_scores_gemma":[0.0011269158,0.00006910423,0.00007978859,0.00028651019,0.016484518,0.000019765817,0.00022350413,0.00020211004,0.000028615212],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003818822,0.00003572097,0.00010598069,0.00004827321,0.00009109185,1.6434093e-7,0.043454774,0.000002681497,0.0000042769393,0.5922911,0.34895957,0.01496819],"study_design_scores_gemma":[0.00038929956,0.00001684543,0.00066084036,0.00003745906,0.00012850083,3.344149e-8,0.00825774,0.0000041531002,0.000001523141,0.021026898,0.96940076,0.00007592251],"about_ca_topic_score_codex":0.008102534,"about_ca_topic_score_gemma":0.0017099561,"teacher_disagreement_score":0.6204412,"about_ca_system_score_codex":0.00006771966,"about_ca_system_score_gemma":0.0007708961,"threshold_uncertainty_score":0.9985026},"labels":[],"label_agreement":null},{"id":"W4408366085","doi":"10.1007/978-3-031-82775-4_4","title":"Systematic Thinking for Dignity","year":2025,"lang":"en","type":"book-chapter","venue":"Natural resource management and policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Dignity; Psychology; Political science; Law","score_opus":0.019964351428230533,"score_gpt":0.3215803038993679,"score_spread":0.30161595247113737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408366085","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000055954715,0.0019972166,0.00014236775,0.004722718,0.00024383162,0.0023888734,0.000012331007,0.0001511933,0.9903359],"genre_scores_gemma":[0.0018914979,0.002611256,0.00029012578,0.0025450543,0.0006281484,0.00007704626,0.000038266746,0.00002234308,0.9918963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842244,0.00006030484,0.00031992354,0.00035688747,0.0004973017,0.00034313832],"domain_scores_gemma":[0.9992035,0.00017609858,0.00019400133,0.00026630552,0.000064528635,0.00009555448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007508798,0.00026617842,0.00039370207,0.00051833305,0.00082837173,0.0002939494,0.0003994148,0.00021489557,0.000090674155],"category_scores_gemma":[0.00012789312,0.0002377898,0.00020696517,0.00008738281,0.00014652063,0.000066308945,0.00029290043,0.00022811488,0.00003938601],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011544728,0.0000043508635,7.370172e-7,0.006315635,0.00016220436,0.0000022883173,0.0018657974,4.8819595e-7,4.7819952e-8,0.9052491,0.06555951,0.020828284],"study_design_scores_gemma":[0.00022115534,0.0000126474115,0.000016029036,0.0024751644,0.0002647675,1.3207085e-7,0.0010809433,0.000015067696,6.139594e-8,0.06604809,0.9296392,0.0002267233],"about_ca_topic_score_codex":0.00025232212,"about_ca_topic_score_gemma":0.00027541822,"teacher_disagreement_score":0.8640797,"about_ca_system_score_codex":0.00024481284,"about_ca_system_score_gemma":0.000043852157,"threshold_uncertainty_score":0.96967864},"labels":[],"label_agreement":null},{"id":"W4408424211","doi":"10.5194/egusphere-egu25-4847","title":"How to communicate &amp;#8220;long term&amp;#8221;? 10, 100, 10,000 years &amp;#8230;? Practice, research, reflections","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Term (time); Animal science; Physics; Biology","score_opus":0.3381072800823089,"score_gpt":0.5393278502714624,"score_spread":0.20122057018915346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408424211","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030599874,0.0003403962,0.007677884,0.09095503,0.0018850215,0.003082137,0.00011052779,0.00097322545,0.8919158],"genre_scores_gemma":[0.0061819986,0.008324421,0.038923517,0.0022050345,0.0007510838,0.00069106056,0.00038093605,0.00006814645,0.9424738],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98963964,0.0042781387,0.00080165855,0.0014849026,0.0022962114,0.0014994775],"domain_scores_gemma":[0.99240386,0.0012879064,0.00036441744,0.0036960985,0.0014712086,0.00077649596],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007978264,0.0005775269,0.0007360083,0.0016213622,0.002539784,0.0028040714,0.0034078045,0.0008833112,0.013880048],"category_scores_gemma":[0.005012191,0.00062071887,0.00044946437,0.0022414513,0.0009114402,0.000677769,0.005774479,0.002630859,0.008050101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012418025,0.0005045171,0.00012586621,0.000110981935,0.00027362272,0.0000065445956,0.020295912,0.00011582028,0.0001116509,0.014874914,0.937514,0.025941977],"study_design_scores_gemma":[0.00026246737,0.000043434266,0.0015449045,0.00023627124,0.00012056891,0.0000015798444,0.006033228,0.0000016638521,0.000004068269,0.0019796966,0.98911905,0.0006530461],"about_ca_topic_score_codex":0.04391987,"about_ca_topic_score_gemma":0.24444945,"teacher_disagreement_score":0.20052959,"about_ca_system_score_codex":0.0015868765,"about_ca_system_score_gemma":0.0010998732,"threshold_uncertainty_score":0.9996701},"labels":[],"label_agreement":null},{"id":"W4408739092","doi":"10.1016/j.yrtph.2025.105813","title":"Ethical principles for regulatory risk decision-making","year":2025,"lang":"en","type":"article","venue":"Regulatory Toxicology and Pharmacology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Public Health; Canadian Council on Animal Care; Health Canada; University of Ottawa","funders":"Health Canada","keywords":"Risk analysis (engineering); Risk assessment; Business; Computer science; Computer security","score_opus":0.031056348229977247,"score_gpt":0.4070086121583665,"score_spread":0.3759522639283892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408739092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644809,0.00059000886,0.007133495,0.008558629,0.003040365,0.0009751697,0.000010235968,0.00016619595,0.015045037],"genre_scores_gemma":[0.9841455,0.00068307976,0.0021198534,0.008470421,0.0003267453,0.00015610342,0.000001634685,0.000010110842,0.004086528],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979861,0.00071575865,0.00031903695,0.00041925124,0.00014010131,0.00041977275],"domain_scores_gemma":[0.99816275,0.0013314062,0.00013125256,0.0001636376,0.00009092534,0.000120009914],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024604443,0.00014094319,0.00026533662,0.00021530146,0.0012541465,0.00002819903,0.00024549128,0.0006785984,0.001045042],"category_scores_gemma":[0.00038742964,0.00014404173,0.00009621225,0.00018882324,0.0009904862,0.00006962073,0.00014258454,0.00042252842,0.000016586466],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000475829,0.00013247825,0.00795385,0.000062062754,0.00020821442,0.000007238002,0.0031476289,0.0002785591,0.0019264688,0.7509465,0.107147105,0.12771405],"study_design_scores_gemma":[0.0009762212,0.00007411321,0.07781209,0.00002199953,0.00014697926,0.0000011844489,0.0006624052,0.00051776564,0.00017433599,0.026679065,0.8927717,0.0001621497],"about_ca_topic_score_codex":0.000012063789,"about_ca_topic_score_gemma":0.0003102484,"teacher_disagreement_score":0.78562456,"about_ca_system_score_codex":0.000146159,"about_ca_system_score_gemma":0.0002685747,"threshold_uncertainty_score":0.99986815},"labels":[],"label_agreement":null},{"id":"W4409113277","doi":"10.1017/s2045381725000085","title":"Proportionality and precaution","year":2025,"lang":"en","type":"article","venue":"Global Constitutionalism","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Proportionality (law); Political science; Law","score_opus":0.012866872039320168,"score_gpt":0.38362173419767914,"score_spread":0.37075486215835896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409113277","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036307972,0.00029520504,0.01137552,0.018271197,0.0006801115,0.0003215382,0.000030746985,0.00013525452,0.93258244],"genre_scores_gemma":[0.99405617,0.00014452628,0.00043911915,0.001302749,0.0000567316,0.000017139875,0.000014658455,4.585184e-7,0.003968438],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999374,0.000070011156,0.00010543316,0.00014166207,0.00019577879,0.000113172144],"domain_scores_gemma":[0.99976546,0.000011469925,0.000024480745,0.00006129968,0.00008585732,0.00005143738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035973138,0.000046216006,0.00005341511,0.00002479156,0.00051432993,0.00005582081,0.00006152528,0.000047886086,0.00026819794],"category_scores_gemma":[0.00011086416,0.00004675751,0.000024176597,0.00019241503,0.0007500169,0.00012623679,0.000037780846,0.00003175445,0.000038864986],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004116116,0.000018016886,0.008425368,0.0000045093384,0.000008993135,7.538532e-7,0.00009071307,0.000004607907,0.0000027524788,0.9739838,0.011531778,0.00592456],"study_design_scores_gemma":[0.0001335985,0.0000018508337,0.09650901,0.000011696133,0.000010539157,7.399971e-7,0.00024332617,0.00000954503,9.495722e-7,0.114118375,0.7889137,0.00004667128],"about_ca_topic_score_codex":0.0013955857,"about_ca_topic_score_gemma":0.0008035619,"teacher_disagreement_score":0.95774823,"about_ca_system_score_codex":0.00018797672,"about_ca_system_score_gemma":0.00034278876,"threshold_uncertainty_score":0.39558622},"labels":[],"label_agreement":null},{"id":"W4409143066","doi":"10.2139/ssrn.5169869","title":"Proportionality and Precaution","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Proportionality (law); Law; Political science","score_opus":0.009114801770842826,"score_gpt":0.32395085144127717,"score_spread":0.3148360496704343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409143066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6207627,0.0030081575,0.058385685,0.055096056,0.00081149576,0.00053587474,8.115119e-7,0.00013393968,0.26126525],"genre_scores_gemma":[0.9564022,0.009234817,0.000041317322,0.00019432674,0.00009618197,0.0000034869568,5.9917573e-7,0.0000014945047,0.034025606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990071,0.0000984025,0.000097221164,0.00007653822,0.00014837059,0.0005723908],"domain_scores_gemma":[0.999839,0.000008617682,0.000038895047,0.00003738855,0.000044161785,0.000031911168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020921552,0.00003441017,0.00004386467,0.0000541067,0.00050266256,0.000056461904,0.00006768019,0.000029809255,0.00007487218],"category_scores_gemma":[0.000052752755,0.000031013686,0.000025140622,0.000113277936,0.00008124621,0.00012168168,0.000015377347,0.00031926323,0.000009545658],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055034448,0.000015657457,0.0025373676,0.0000014820213,0.000017623326,1.2179704e-7,0.00045611704,0.0000012549673,0.000012040332,0.9199834,0.0005707527,0.07639868],"study_design_scores_gemma":[0.00017540352,0.000022620165,0.018373389,0.0000069317475,0.000014409868,0.0000030832362,0.006931438,0.000011371855,0.000002470715,0.7339822,0.24043114,0.00004555408],"about_ca_topic_score_codex":0.00036465423,"about_ca_topic_score_gemma":0.005760209,"teacher_disagreement_score":0.33563945,"about_ca_system_score_codex":0.000538019,"about_ca_system_score_gemma":0.0011561048,"threshold_uncertainty_score":0.38661247},"labels":[],"label_agreement":null},{"id":"W4409249319","doi":"10.1513/annalsats.202410-1079vp","title":"The End of <i>Chevron</i> Deference: Implications for Environmental Regulations and Respiratory Health","year":2025,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Chevron (anatomy); Deference; Intensive care medicine; Surgery; Law","score_opus":0.11527783431152804,"score_gpt":0.4609534809160531,"score_spread":0.34567564660452504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409249319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72818226,0.0026133917,0.0042764656,0.25390613,0.00016931756,0.0016958707,0.00020076109,0.000044980217,0.008910822],"genre_scores_gemma":[0.98775107,0.0046995333,0.0006451718,0.0053066756,0.000022069626,0.000053477528,0.0000020849695,0.000003788367,0.0015161142],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99923897,0.00018044998,0.00019353302,0.00011373761,0.00012306412,0.00015026359],"domain_scores_gemma":[0.9991164,0.00024261053,0.00030431288,0.00026294,0.000038196573,0.000035509078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000953286,0.000051384533,0.00011901166,0.000012744738,0.00097186177,0.000016265385,0.00024379554,0.00001810562,0.0000049639593],"category_scores_gemma":[0.000060456434,0.000035572702,0.0001501906,0.00024988528,0.0018402782,0.00003959345,0.000080524274,0.00004736852,3.539881e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002372719,0.000083546016,0.01740709,0.000030060175,0.00010235998,2.4508513e-9,0.010163313,0.000017606699,0.0012764039,0.061749324,0.11870224,0.7904443],"study_design_scores_gemma":[0.00006315706,0.000044078733,0.50785613,0.000016467247,0.000020748019,2.6395456e-8,0.02555977,0.000018540606,0.00023138846,0.008494078,0.457641,0.000054594315],"about_ca_topic_score_codex":0.0003706613,"about_ca_topic_score_gemma":0.00027513175,"teacher_disagreement_score":0.7903897,"about_ca_system_score_codex":0.000031623993,"about_ca_system_score_gemma":0.00013739012,"threshold_uncertainty_score":0.7474873},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.08748192122629353,"score_gpt":0.44277560360971274,"score_spread":0.3552936823834192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409566492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98821104,0.0011225335,0.00085188565,0.008931556,0.00030997567,0.00024190739,0.000018736899,0.0000049837026,0.00030738447],"genre_scores_gemma":[0.9888968,0.01001993,0.0007441114,0.000016949396,0.00016246064,0.0000012310632,2.5487006e-7,0.000002954827,0.00015530908],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99666125,0.0014815793,0.0003536403,0.00014041907,0.0010939669,0.00026916224],"domain_scores_gemma":[0.9959645,0.0024154768,0.00024855364,0.00015084783,0.0011108554,0.00010975672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073797572,0.0000706177,0.00020105853,0.00018891542,0.00095711584,0.00017191107,0.00035372647,0.000077880046,0.00013815351],"category_scores_gemma":[0.00644346,0.00004370383,0.000093721836,0.00041905197,0.0011705376,0.0001335761,0.00014382898,0.0006553921,0.000002531029],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009274559,0.0002039625,0.10153102,0.00004537065,0.00018800562,0.0000070212295,0.016932452,0.00019377816,0.0020840345,0.06814428,0.004562416,0.8051802],"study_design_scores_gemma":[0.0005420333,0.0002465259,0.75900733,0.00012354928,0.00007890065,0.0000018569235,0.06964076,0.0014711111,0.0011638222,0.11913679,0.048438165,0.00014912113],"about_ca_topic_score_codex":0.0011208479,"about_ca_topic_score_gemma":0.005213762,"teacher_disagreement_score":0.80503106,"about_ca_system_score_codex":0.000107694475,"about_ca_system_score_gemma":0.00031998078,"threshold_uncertainty_score":0.7713889},"labels":[],"label_agreement":null},{"id":"W4410136722","doi":"10.1017/s1557466013033846","title":"An appeal for improving labour conditions of Fukushima Daiichi workers","year":2013,"lang":"en","type":"article","venue":"Japan focus","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Appeal; Business; Environmental science; Political science; Law","score_opus":0.017738820404067088,"score_gpt":0.3198022225147148,"score_spread":0.3020634021106477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410136722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96627474,0.000016646733,0.0013379012,0.0017432753,0.00019407256,0.00065704883,0.000021722919,0.00008767635,0.029666934],"genre_scores_gemma":[0.99349797,0.000007033196,0.0014734612,0.00015162607,0.0001727814,0.0001073999,0.000008524168,0.000008177933,0.0045730164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99929553,0.00005683629,0.00014430133,0.00013773561,0.00015117563,0.0002144347],"domain_scores_gemma":[0.99955297,0.00003146637,0.00007752212,0.00014560946,0.00008573274,0.00010668641],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026395012,0.000058047437,0.00009349609,0.000058134938,0.00029592984,0.0000714224,0.00017337684,0.00004957603,0.0010228617],"category_scores_gemma":[0.000033002336,0.000056272405,0.00005664576,0.00011956024,0.0001257429,0.000254895,0.000018309944,0.000040316216,0.00009763752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032043423,0.00043215038,0.015888972,0.00009454269,0.00006915799,5.757279e-7,0.037040923,0.000063768784,0.017107377,0.51384,0.03884617,0.37658432],"study_design_scores_gemma":[0.0023044825,0.0006073925,0.36816126,0.0000505119,0.00011672606,5.263378e-7,0.27883044,0.0011042093,0.0009459791,0.060016885,0.28703946,0.000822136],"about_ca_topic_score_codex":0.009748599,"about_ca_topic_score_gemma":0.0026974096,"teacher_disagreement_score":0.45382312,"about_ca_system_score_codex":0.000038509046,"about_ca_system_score_gemma":0.000046586287,"threshold_uncertainty_score":0.9998903},"labels":[],"label_agreement":null},{"id":"W4410241181","doi":"10.1080/02697459.2025.2499682","title":"The state of hazard risk communication in Canada: a municipal perspective","year":2025,"lang":"en","type":"article","venue":"Planning Practice and Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Alberta Land Institute, University of Alberta; University of Alberta","keywords":"Perspective (graphical); Hazard; State (computer science); Risk communication; Environmental planning; Business; Political science; Public administration; Risk analysis (engineering); Geography; Computer science","score_opus":0.08675300862745965,"score_gpt":0.4867502977385742,"score_spread":0.39999728911111454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410241181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6917714,0.0046074153,0.000024618541,0.048691478,0.00006853517,0.00037244958,0.0000030362798,0.000007669193,0.25445342],"genre_scores_gemma":[0.97815037,0.018693827,0.00007994216,0.00007260983,0.000006128768,0.000014332034,4.3614864e-7,0.000001411786,0.0029809324],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976965,0.0016093251,0.00009878567,0.00008055705,0.00034091042,0.00017391868],"domain_scores_gemma":[0.99657184,0.0029754655,0.000049751863,0.00014767934,0.0002280909,0.00002715145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056015356,0.00002563891,0.00005059288,0.00008710503,0.00086477376,0.00006870164,0.00020297068,0.000014443831,0.000006264082],"category_scores_gemma":[0.0032801812,0.000019415325,0.000006950085,0.0003641708,0.00025336884,0.00012544841,0.00012394373,0.00036850982,0.00000145018],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006571372,0.00015080856,0.05626738,0.000038202787,0.00015365155,0.00002087777,0.66089743,0.0012078327,0.000023845585,0.12959701,0.029035473,0.121950366],"study_design_scores_gemma":[0.00013580936,0.000012944309,0.05803412,0.000044826258,0.000005867254,9.5015494e-8,0.5749304,0.00052751764,0.0000033860429,0.0029109828,0.36336732,0.000026723637],"about_ca_topic_score_codex":0.98882365,"about_ca_topic_score_gemma":0.98719823,"teacher_disagreement_score":0.33433184,"about_ca_system_score_codex":0.00033270352,"about_ca_system_score_gemma":0.0008817171,"threshold_uncertainty_score":0.6651228},"labels":[],"label_agreement":null},{"id":"W4410305002","doi":"10.1007/s11229-025-05062-y","title":"Hypersensitivity and the lexical precautionary principle","year":2025,"lang":"en","type":"article","venue":"Synthese","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Philosophy of science; Philosophy of language; Metaphysics; Epistemology; Philosophy; Precautionary principle; Linguistics; Biology","score_opus":0.011971360312014928,"score_gpt":0.343615160698897,"score_spread":0.3316438003868821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410305002","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20077682,0.00009982827,0.00063680095,0.043118685,0.0002236081,0.00030584732,0.0000014108034,0.000069452675,0.75476754],"genre_scores_gemma":[0.9768104,0.00021680036,0.000080386446,0.0006793261,0.000045342495,0.000013599006,2.6559647e-7,0.0000012257651,0.022152659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994317,0.0002361042,0.000049884722,0.000089051806,0.000103199134,0.00009003992],"domain_scores_gemma":[0.9996703,0.00019094636,0.000010822789,0.000088036606,0.000014813804,0.000025026522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007466608,0.000031362924,0.00005379241,0.000021627724,0.00036145255,0.00003387955,0.000060473565,0.000025987574,0.0001069832],"category_scores_gemma":[0.00027042834,0.000020635549,0.000026380247,0.00008359399,0.00051729043,0.000046586872,0.000059658312,0.000045368637,0.00003841787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028509565,0.00002239417,0.0004835292,0.0000036692054,0.000010695006,0.0000010228621,0.0037100993,0.0000020815894,0.000022152877,0.9480156,0.0017431544,0.045957122],"study_design_scores_gemma":[0.0002273262,0.00000278357,0.031063743,0.000011606243,0.000014064306,2.7454382e-7,0.005629285,0.00025078442,0.000011704098,0.010701296,0.9520421,0.000045032186],"about_ca_topic_score_codex":0.0006558702,"about_ca_topic_score_gemma":0.0006137118,"teacher_disagreement_score":0.95029896,"about_ca_system_score_codex":0.00002498695,"about_ca_system_score_gemma":0.000033735858,"threshold_uncertainty_score":0.27800372},"labels":[],"label_agreement":null},{"id":"W4410549444","doi":"10.4000/13zew","title":"Blame avoidance and the implementation of ambiguity in Canadian cannabis legalization","year":2025,"lang":"en","type":"article","venue":"International Review of Public Policy","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Agence Régionale de Santé Île-de-France; Conseil Régional, Île-de-France; Université du Québec à Montréal","keywords":"Legalization; Blame; Ambiguity; Cannabis; Psychology; Computer security; Criminology; Social psychology; Computer science; Psychiatry","score_opus":0.018882915405532736,"score_gpt":0.41949232603756353,"score_spread":0.4006094106320308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410549444","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021197086,0.0054309214,0.00038145177,0.7243104,0.0002843597,0.00083076826,0.00004107808,0.000009825385,0.2475141],"genre_scores_gemma":[0.9449559,0.04802139,0.000020969223,0.0042709527,0.000041829775,0.000035987203,0.000012195233,0.0000015228474,0.0026392569],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915415,0.00019453565,0.00026617278,0.0000722982,0.00020012581,0.00011273043],"domain_scores_gemma":[0.99955934,0.000016301823,0.00011983211,0.000073266994,0.00018868766,0.000042577973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016616989,0.000036314752,0.00010245366,0.0002722403,0.000055517794,0.000020350702,0.00020831978,0.000016192496,0.00027967087],"category_scores_gemma":[0.0009303302,0.000029561466,0.000032269963,0.00044884425,0.00017823554,0.00015527075,0.000032232412,0.000031696054,0.0000014958755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.459986e-7,0.0000062063696,0.00915075,0.00012231599,0.00001087713,5.643407e-8,0.0010868608,4.702275e-7,0.00000141153,0.90428466,0.0125991,0.07273637],"study_design_scores_gemma":[0.00026665407,0.0000022607653,0.16689141,0.00028584298,0.0000054989023,7.0910104e-8,0.00075232243,0.000024941904,0.0000031160705,0.0041600387,0.8275816,0.000026261447],"about_ca_topic_score_codex":0.9111041,"about_ca_topic_score_gemma":0.89238936,"teacher_disagreement_score":0.9237588,"about_ca_system_score_codex":0.00030719757,"about_ca_system_score_gemma":0.0010432508,"threshold_uncertainty_score":0.30622},"labels":[],"label_agreement":null},{"id":"W4410946408","doi":"10.1017/9781009409155.017","title":"Common but Differentiated Responsibilities and Respective Capabilities","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","score_opus":0.0262252057208026,"score_gpt":0.2482893878762797,"score_spread":0.22206418215547707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410946408","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053707818,0.00013949226,0.000035859324,0.00013952759,0.0002556333,0.000635304,0.0002492575,0.00021377187,0.9929604],"genre_scores_gemma":[0.0112367235,0.00087872846,0.000022740234,0.00008275049,0.00007313153,0.0000015373015,0.000022245476,0.0000155061,0.98766667],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985122,0.000253992,0.00017199214,0.00048188595,0.00031597982,0.00026393292],"domain_scores_gemma":[0.99893063,0.00024063184,0.00012267687,0.00038544956,0.00017828439,0.0001423157],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026140013,0.00026263995,0.00037487937,0.00028789055,0.000738914,0.00010981108,0.0003292798,0.00031777908,0.000037589183],"category_scores_gemma":[0.000048178877,0.00031287398,0.00013896181,0.000011782097,0.0012855385,0.000097138094,0.0004109162,0.00032937014,0.000006359144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016047165,0.000007887343,0.000010666158,0.00006435742,0.00009387133,0.000030308905,0.003164298,1.4074398e-7,0.00000481195,0.957359,0.037831616,0.0012725549],"study_design_scores_gemma":[0.0003332188,0.00003555516,0.00032119118,0.00014609644,0.00016362059,4.2017393e-7,0.008592755,0.000005219058,0.000014475386,0.00041683955,0.9896614,0.000309214],"about_ca_topic_score_codex":0.0077406284,"about_ca_topic_score_gemma":0.001043302,"teacher_disagreement_score":0.9569422,"about_ca_system_score_codex":0.00048642568,"about_ca_system_score_gemma":0.00019641854,"threshold_uncertainty_score":0.99993235},"labels":[],"label_agreement":null},{"id":"W4411580690","doi":"10.2196/67968","title":"Exploring Conceptualizations of COVID-19 Risk in Ideologically Distinct Online Communities: A Computational Grounded Theory Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute on Disability, Independent Living, and Rehabilitation Research","keywords":"Grounded theory; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Epistemology; Social psychology; Sociology; Qualitative research; Medicine; Virology; Social science; Disease","score_opus":0.36166337625665645,"score_gpt":0.533387226235244,"score_spread":0.17172384997858758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411580690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73075473,0.00017560224,0.24803707,0.0155987395,0.00015102311,0.00015533679,0.000010729388,0.000012037326,0.0051047136],"genre_scores_gemma":[0.9959043,0.0022317267,0.00041785935,0.00044494215,0.00006591755,0.000008306996,0.000013530803,0.0000024912028,0.0009108766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99244744,0.004512094,0.0007077279,0.000092169255,0.0020255295,0.0002150607],"domain_scores_gemma":[0.99443793,0.00440734,0.00021149042,0.0001166481,0.0005543349,0.00027224285],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017189693,0.000059910686,0.00029604218,0.0011409216,0.00018500879,0.00006089394,0.0009084333,0.00008705874,0.0043235105],"category_scores_gemma":[0.011066856,0.000046947862,0.0001488268,0.0017267591,0.0014832366,0.00014775447,0.00027064365,0.0008151237,0.0000034407262],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035026763,0.0012411042,0.097692415,0.00007266252,0.000911605,0.00008296158,0.12179969,0.0069979737,0.0000011990302,0.7394584,0.0074349446,0.023956787],"study_design_scores_gemma":[0.0023981088,0.00035690272,0.21929277,0.00044468234,0.00021566785,0.0000030984938,0.5455452,0.027914904,0.0000012715926,0.118667014,0.0850003,0.00016007641],"about_ca_topic_score_codex":0.01633512,"about_ca_topic_score_gemma":0.044250745,"teacher_disagreement_score":0.6207914,"about_ca_system_score_codex":0.00036365679,"about_ca_system_score_gemma":0.0009000926,"threshold_uncertainty_score":0.9972634},"labels":[],"label_agreement":null},{"id":"W4411655393","doi":"10.1051/rgn/20251097","title":"Sûreté du nucléaire dans les colonnes de la RGN : les regards de quelques pionniers","year":2025,"lang":"fr","type":"article","venue":"Revue Générale Nucléaire","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GDG Environnement","funders":"","keywords":"Humanities; Art","score_opus":0.012513665510915343,"score_gpt":0.2939470141229235,"score_spread":0.2814333486120082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411655393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48453027,0.0049777552,0.0020938297,0.071612015,0.0017250378,0.0006270774,0.000034539626,0.00047197306,0.43392748],"genre_scores_gemma":[0.8454224,0.023915771,0.0020084998,0.0017297509,0.0010797749,0.000092524104,0.0000130268545,0.000059357844,0.12567888],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99593216,0.0015403166,0.0005329701,0.0006651462,0.00036223695,0.0009671493],"domain_scores_gemma":[0.9985104,0.00027664172,0.00022294304,0.0005058584,0.0001534614,0.00033064725],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015536238,0.00038624063,0.00051183486,0.00022295669,0.0017730676,0.0003244886,0.00081109046,0.00072794774,0.0012029993],"category_scores_gemma":[0.0004352113,0.0004912421,0.0004200565,0.0008537594,0.0019823129,0.00039522772,0.0002472706,0.00055038586,0.00018078495],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000566312,0.00042089727,0.09487998,0.0008363576,0.0002073116,0.00017328895,0.074003614,0.00040336733,0.00042830082,0.4879321,0.16987796,0.17078023],"study_design_scores_gemma":[0.0005538609,0.000095232885,0.08735884,0.0011859685,0.00027764452,0.000024260335,0.052723244,0.0014267426,0.00009071328,0.017497,0.8382146,0.00055192586],"about_ca_topic_score_codex":0.013639198,"about_ca_topic_score_gemma":0.0152951665,"teacher_disagreement_score":0.66833663,"about_ca_system_score_codex":0.0016661547,"about_ca_system_score_gemma":0.0005291428,"threshold_uncertainty_score":0.99975395},"labels":[],"label_agreement":null},{"id":"W4412189037","doi":"10.1017/dmp.2025.10094","title":"Radiation Accidents and Malicious Events – Scenarios and Scope of the Work of ICRP Task Group 120","year":2025,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Safety Commission","funders":"World Health Organization","keywords":"Radiological weapon; Scope (computer science); Work (physics); Task (project management); Software deployment; Timeline; Computer security; Nuclear weapon; Radiation protection; Computer science; Risk analysis (engineering); Environmental science; Business; Engineering; Nuclear medicine; Systems engineering; Medicine; Political science; Law; Geography","score_opus":0.03817051346931684,"score_gpt":0.36817131046146623,"score_spread":0.3300007969921494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412189037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97564256,0.0018027503,0.00022811115,0.018191336,0.00043781663,0.00063738314,0.0000040769332,0.000012715709,0.003043276],"genre_scores_gemma":[0.99302137,0.0037278023,0.000016030426,0.0026303956,0.000055243017,0.000018738265,0.000006575682,0.0000036105828,0.0005202312],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986314,0.0003756521,0.0003326148,0.00018516836,0.00027225236,0.00020292132],"domain_scores_gemma":[0.9993708,0.00007491506,0.00018396095,0.00016326352,0.000059302143,0.00014775663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013144048,0.000079038095,0.00022535872,0.00010865897,0.0002553732,0.000020020198,0.00013145563,0.00005079731,0.000046887188],"category_scores_gemma":[0.00020610254,0.000054732045,0.000017068305,0.00037393146,0.00033513532,0.00015598645,0.00012122976,0.000060835067,3.3444854e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040173592,0.00010811318,0.22259858,0.000539174,0.000046760244,2.4166306e-7,0.48806006,7.1356806e-7,0.000014285268,0.005651464,0.015061131,0.2678793],"study_design_scores_gemma":[0.001986282,0.00015485336,0.638842,0.0009680412,0.000045872046,7.402087e-7,0.17757607,0.000030688334,7.0428945e-7,0.0008017072,0.17946231,0.00013070817],"about_ca_topic_score_codex":0.0052452423,"about_ca_topic_score_gemma":0.0019108752,"teacher_disagreement_score":0.41624343,"about_ca_system_score_codex":0.000045233523,"about_ca_system_score_gemma":0.00016093404,"threshold_uncertainty_score":0.7929272},"labels":[],"label_agreement":null},{"id":"W4412803652","doi":"10.1007/978-3-031-89075-8_8","title":"Vituperation and Expert Ethos in Public Science: Censure of Public Health Officials in the COVID-19 Era","year":2025,"lang":"en","type":"book-chapter","venue":"Rhetoric, politics and society","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Ethos; Coronavirus disease 2019 (COVID-19); Public health; Political science; Media studies; Sociology; Medicine; Law; Infectious disease (medical specialty); Nursing; Pathology","score_opus":0.12634010004171772,"score_gpt":0.39713665696766315,"score_spread":0.2707965569259454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412803652","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015739443,0.00580036,0.0011529195,0.3045223,0.0014753346,0.0032791486,0.00019380395,0.00011304058,0.66772366],"genre_scores_gemma":[0.8130705,0.090071514,0.00060578797,0.030022925,0.0005453074,0.000053620595,0.000054888194,0.00002568968,0.06554979],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99780643,0.000243686,0.00042660764,0.00035964834,0.0006805938,0.00048306186],"domain_scores_gemma":[0.99899423,0.0002103823,0.00016512795,0.00020551616,0.00015116419,0.0002735595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057536904,0.00016629946,0.0003362734,0.00022393149,0.0008767457,0.00030161635,0.00027473335,0.000266322,0.00005250517],"category_scores_gemma":[0.00036335003,0.00014080851,0.000089393776,0.00027841562,0.0010266141,0.00018120339,0.00011387881,0.0003198488,7.595596e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.6365708e-7,0.000030753523,0.00026201125,0.000060489372,0.000007159111,4.0941745e-7,0.09279323,4.2600678e-7,0.0000022919605,0.8955961,0.008228305,0.0030184763],"study_design_scores_gemma":[0.00026674283,0.000030466701,0.0017544908,0.00003452119,0.000005227508,4.2915136e-7,0.027261615,0.000047733203,2.3282027e-7,0.014757656,0.9556777,0.00016320613],"about_ca_topic_score_codex":0.0066696666,"about_ca_topic_score_gemma":0.0026659644,"teacher_disagreement_score":0.9474494,"about_ca_system_score_codex":0.00091770326,"about_ca_system_score_gemma":0.003547707,"threshold_uncertainty_score":0.999945},"labels":[],"label_agreement":null},{"id":"W4412953850","doi":"10.1177/00207152251358845","title":"Echoes of uncertainty: Reimagining complexity of global risks in the shadow of the Russian–Ukrainian conflict","year":2025,"lang":"en","type":"article","venue":"International Journal of Comparative Sociology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Narodowa Agencja Wymiany Akademickiej","keywords":"Ukrainian; Shadow (psychology); Political science; Political economy; Economic system; Sociology; Psychology; Economics; Philosophy; Linguistics; Psychoanalysis","score_opus":0.1830122831932273,"score_gpt":0.48484654143962247,"score_spread":0.3018342582463952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412953850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91081494,0.00015366504,0.00056510785,0.029550847,0.0008580523,0.00015441599,0.00002604298,0.0000023381967,0.05787458],"genre_scores_gemma":[0.9990907,0.00009977524,0.00015921833,0.00052106014,0.000072714894,0.0000018604208,0.0000011871659,9.95077e-7,0.000052523952],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99796855,0.0009212403,0.00055869104,0.00007066746,0.0003825895,0.00009825747],"domain_scores_gemma":[0.99839115,0.00039157132,0.0007404665,0.00008690853,0.00037344784,0.000016468917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013141808,0.00006580276,0.0002945261,0.00007996631,0.000071533796,0.000010144214,0.0008898132,0.000052075335,0.00011043303],"category_scores_gemma":[0.00016709419,0.00003719782,0.00016493825,0.00017343111,0.0022438383,0.00007022855,0.000078553,0.00022723737,9.553976e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115159164,0.000111119494,0.08857373,0.0000042901033,0.00019696183,0.0000012975696,0.08874575,0.00071072,0.00008053546,0.82010335,0.00068031147,0.00067678664],"study_design_scores_gemma":[0.0007723066,0.00007377288,0.8307029,0.00010158756,0.000027716671,0.0000019228164,0.041375786,0.0002046259,0.00004378188,0.11122104,0.015429328,0.000045249508],"about_ca_topic_score_codex":0.0028978584,"about_ca_topic_score_gemma":0.0022639302,"teacher_disagreement_score":0.74212915,"about_ca_system_score_codex":0.00014389417,"about_ca_system_score_gemma":0.0002926536,"threshold_uncertainty_score":0.82675153},"labels":[],"label_agreement":null},{"id":"W4413165500","doi":"10.20935/acadenergy7858","title":"Impact on SMR support by teaching low-dose radiation using infographics and social license in Canada","year":2025,"lang":"en","type":"article","venue":"Academia green energy.","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Infographic; License; Data science; Computer science; Library science; Data mining","score_opus":0.011597975865934662,"score_gpt":0.32230890375602966,"score_spread":0.310710927890095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413165500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870138,0.000060723818,0.00009223608,0.00455574,0.00014128648,0.000104767685,0.000010872286,0.00002812733,0.007992448],"genre_scores_gemma":[0.9933542,0.0003661705,0.000021355809,0.0050734454,0.00010856229,0.000005913813,0.000019985808,0.000006940021,0.0010434038],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988106,0.00020587735,0.00020176765,0.00019095665,0.00029460716,0.00029619664],"domain_scores_gemma":[0.9996954,0.00006703455,0.000077401564,0.00006672937,0.000013958776,0.00007945511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005293808,0.00011176665,0.00013657004,0.00018292111,0.00042447663,0.000039381255,0.00013974492,0.00022618665,0.000047426434],"category_scores_gemma":[0.000031906424,0.00011207506,0.00003732941,0.00027174642,0.00006627975,0.0001846344,0.000045354405,0.0004576646,0.0000010015456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007260457,0.000071893264,0.25775847,0.000028749033,0.00008564271,0.000014181531,0.01703759,0.00089556095,0.0003045542,0.08150423,0.12191869,0.52030784],"study_design_scores_gemma":[0.0009753054,0.000029109924,0.34246367,0.000039094422,0.000036799338,3.7612088e-7,0.004316303,0.00259698,0.0000218069,0.0008547515,0.64829856,0.00036723725],"about_ca_topic_score_codex":0.97426826,"about_ca_topic_score_gemma":0.87604696,"teacher_disagreement_score":0.5263799,"about_ca_system_score_codex":0.00092631776,"about_ca_system_score_gemma":0.0007167898,"threshold_uncertainty_score":0.45702884},"labels":[],"label_agreement":null},{"id":"W4413222729","doi":"10.1080/11926422.2025.2540624","title":"Discourse coalitions in Canada's small modular reactor development","year":2025,"lang":"en","type":"article","venue":"Canadian Foreign Policy Journal","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; University of Saskatchewan","funders":"","keywords":"Modular design; Political science; Computer science","score_opus":0.023710861760379065,"score_gpt":0.307326232573291,"score_spread":0.28361537081291194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413222729","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10370985,0.00007241317,0.0002739422,0.013611446,0.0001648537,0.00024764822,0.00002496959,0.000012323594,0.88188255],"genre_scores_gemma":[0.9868074,0.00012231345,0.0002503387,0.0045001907,0.0002119502,0.000013675106,0.000006968077,0.0000069646226,0.008080176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868536,0.000107870525,0.00026109448,0.00012333776,0.00020814709,0.0006141783],"domain_scores_gemma":[0.99900514,0.00002326651,0.000052779997,0.00011286997,0.000067189445,0.0007387784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043526277,0.00009397205,0.0001173485,0.00066929974,0.0006565185,0.00012412021,0.0002952346,0.000049068985,0.00047371432],"category_scores_gemma":[0.00016142747,0.00009871338,0.00003869142,0.00047211614,0.00008192962,0.00009590602,0.000018267545,0.00021082813,0.00001712944],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000022545908,0.000011584222,0.011011674,0.0000043444575,0.00002399802,0.00008311658,0.0036599443,0.00007409178,0.0000033500637,0.92855865,0.043118674,0.013448346],"study_design_scores_gemma":[0.0002542563,0.0000034633183,0.08875394,0.000053564425,0.000007090173,0.000004012846,0.018648935,0.00001961616,0.0000048656248,0.030037956,0.86206365,0.00014867516],"about_ca_topic_score_codex":0.9979544,"about_ca_topic_score_gemma":0.99994093,"teacher_disagreement_score":0.89852065,"about_ca_system_score_codex":0.008832303,"about_ca_system_score_gemma":0.04363828,"threshold_uncertainty_score":0.9949726},"labels":[],"label_agreement":null},{"id":"W4413231209","doi":"10.1007/s13412-025-01039-y","title":"Nuclear technology curricula and news media in Canada: insights for environmental education and communication","year":2025,"lang":"en","type":"article","venue":"Journal of Environmental Studies and Sciences","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Curriculum; Sustainable development; Environmental education; Engineering ethics; Political science; Education for sustainable development; Environmental planning; Sociology; Engineering; Environmental science; Pedagogy","score_opus":0.014178062443823832,"score_gpt":0.2910086768122475,"score_spread":0.27683061436842366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413231209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760041,0.017692687,0.0000039812953,0.005549211,0.00011444661,0.00011179005,0.000001041491,0.0000011659937,0.000521534],"genre_scores_gemma":[0.9205219,0.07856068,0.0005834231,0.00024717153,0.000013246853,0.0000035515839,1.7986999e-7,9.987762e-7,0.00006886162],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9995059,0.000038694663,0.00015573922,0.00008977962,0.00012731076,0.00008261932],"domain_scores_gemma":[0.99977654,0.00006505799,0.00009057317,0.00003138939,0.000003272818,0.00003317774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024880422,0.000047685102,0.000107821674,0.00009953507,0.00048613988,0.000023811052,0.00008946494,0.00002031832,0.000007425482],"category_scores_gemma":[0.000030066885,0.00003707715,0.000009578845,0.00007618579,0.0008409948,0.00014736483,0.000095469986,0.000048328944,1.15742196e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014570355,0.00013782157,0.33037397,0.00001877964,0.000033914544,0.0000011004022,0.0228024,0.000008605604,0.00047786516,0.015893718,0.0023508,0.6278865],"study_design_scores_gemma":[0.00030249404,0.00006699648,0.3841688,0.00006673375,0.000020131398,0.000002606406,0.5135326,0.00002740091,0.0000073609253,0.0049352082,0.096797,0.000072668765],"about_ca_topic_score_codex":0.01121463,"about_ca_topic_score_gemma":0.23013604,"teacher_disagreement_score":0.62781376,"about_ca_system_score_codex":0.00021601062,"about_ca_system_score_gemma":0.00006046922,"threshold_uncertainty_score":0.9953698},"labels":[],"label_agreement":null},{"id":"W4413481235","doi":"10.64628/aam.ujfkevnv3","title":"Indigenous engagement is essential for small modular nuclear reactor projects","year":2025,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Modular design; Indigenous; Political science; Nuclear engineering; Engineering; Computer science; Biology; Ecology","score_opus":0.046516063796037566,"score_gpt":0.33947775244574635,"score_spread":0.2929616886497088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413481235","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38957936,0.00004637614,0.016620308,0.009484477,0.0012058049,0.0034862128,0.0000091352385,0.00043708718,0.57913125],"genre_scores_gemma":[0.8758321,0.0004071849,0.005423715,0.005001353,0.00025236298,0.00013461884,0.000007924663,0.000015314243,0.11292545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912685,0.00007783527,0.00013198543,0.0002242467,0.00017031252,0.00026878173],"domain_scores_gemma":[0.9996645,0.000025871655,0.000033863653,0.00015966536,0.000063813255,0.000052290845],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005430592,0.00007634877,0.00009386052,0.000100709156,0.0005675025,0.00012712662,0.00021440074,0.00006213899,0.0010367731],"category_scores_gemma":[0.000049541864,0.000071875766,0.000079280646,0.00017224082,0.00005696696,0.00007648852,0.000070804555,0.000059073715,0.00010151116],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059597336,0.00044868648,0.00031588916,0.00011428036,0.00016742753,0.0000031528575,0.18844658,0.000008410938,0.002232973,0.48257044,0.21867813,0.10695443],"study_design_scores_gemma":[0.00027132433,0.000029132672,0.0006476624,0.0000075511234,0.000024949264,1.7039149e-8,0.013639951,0.00007761951,0.00019210215,0.0009609689,0.98405594,0.00009280787],"about_ca_topic_score_codex":0.0028884578,"about_ca_topic_score_gemma":0.0015887078,"teacher_disagreement_score":0.76537776,"about_ca_system_score_codex":0.00011250126,"about_ca_system_score_gemma":0.00014252469,"threshold_uncertainty_score":0.99987644},"labels":[],"label_agreement":null},{"id":"W4414116764","doi":"10.1016/j.yrtph.2025.105939","title":"Strengthening next generation risk decision-making: A contemporary review","year":2025,"lang":"en","type":"review","venue":"Regulatory Toxicology and Pharmacology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Health Canada; Telfer School of Management, University of Ottawa","keywords":"Risk assessment; Futures studies; Risk management; Process (computing); Upstream (networking); IT risk management; Risk communication; IT risk","score_opus":0.12179659203681226,"score_gpt":0.4459977543986865,"score_spread":0.32420116236187424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414116764","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000058467704,0.9863678,0.0001393909,0.000359983,0.0024935717,0.0018793746,0.000025503397,0.00010972327,0.008566136],"genre_scores_gemma":[0.000407954,0.99290603,0.00024819552,0.0029571336,0.00079622015,0.00035638871,0.00004179784,0.000022044233,0.0022642463],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994677,0.0032090594,0.0008372438,0.00066702283,0.00021009473,0.0003996],"domain_scores_gemma":[0.9974904,0.001351508,0.00065304566,0.0002609029,0.0000798767,0.00016424226],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021918286,0.00037716373,0.0015019637,0.0003446015,0.0009182466,0.000049800936,0.00039404398,0.00073845027,0.0031028474],"category_scores_gemma":[0.00033867374,0.0003472728,0.00033358656,0.00041635,0.0005070692,0.00016821822,0.00021283892,0.00060941913,0.00007884057],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067824403,0.000045914836,0.0000043672353,0.0053733233,0.00017163188,0.000013636717,0.00021214667,9.259636e-7,0.0000014423551,0.0023206698,0.18340155,0.8084476],"study_design_scores_gemma":[0.00021068359,0.000043814933,0.0000058261053,0.007871659,0.0013134461,0.000005363509,0.00006414828,0.00001688573,2.1389256e-7,0.0001832754,0.9899951,0.00028956094],"about_ca_topic_score_codex":0.000017160613,"about_ca_topic_score_gemma":0.000081845275,"teacher_disagreement_score":0.80815804,"about_ca_system_score_codex":0.00021477201,"about_ca_system_score_gemma":0.0011304843,"threshold_uncertainty_score":0.99989796},"labels":[],"label_agreement":null},{"id":"W4414200832","doi":"10.1111/cag.70033","title":"Scale and colonialism in nuclear waste siting: The geography of spent nuclear fuel in northwestern Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Spent nuclear fuel; Radioactive waste; Scale (ratio); Colonialism; Environmental justice; High-level waste; Site selection; Climate change","score_opus":0.006177842712007025,"score_gpt":0.2019347535503371,"score_spread":0.19575691083833008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414200832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752556,0.00048128577,8.257073e-8,0.006672507,0.00051966286,0.00062687526,0.00004855047,0.000022955897,0.01637247],"genre_scores_gemma":[0.99550474,0.0022311155,0.000024410143,0.0017465206,0.00003328636,0.000031027936,0.0000107650085,0.000019946827,0.00039820516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975747,0.00018638505,0.0004942952,0.00044883662,0.0003080136,0.0009877749],"domain_scores_gemma":[0.9988058,0.00010355691,0.0001265657,0.00037441813,0.000102785474,0.00048683572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005498969,0.00026479556,0.0003879059,0.003189795,0.0007085681,0.00014092306,0.0005929013,0.00014152657,0.00016951602],"category_scores_gemma":[0.000030498195,0.00023995827,0.00013996442,0.0043519796,0.0018987086,0.00017931595,0.000092393384,0.00030462348,8.3010116e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022554375,0.000025065694,0.9442452,0.000050803617,0.000060504895,0.000056352757,0.034459803,0.000023634346,0.0000024188994,0.011165346,0.0045116497,0.005376627],"study_design_scores_gemma":[0.00029277406,0.00002341174,0.6327684,0.00008426445,0.000023731925,0.0000010930299,0.08715429,0.0000069514117,3.204357e-7,0.0005891294,0.27884898,0.00020666608],"about_ca_topic_score_codex":0.9999743,"about_ca_topic_score_gemma":0.99999994,"teacher_disagreement_score":0.31147686,"about_ca_system_score_codex":0.00053071056,"about_ca_system_score_gemma":0.001033393,"threshold_uncertainty_score":0.9785214},"labels":[],"label_agreement":null},{"id":"W4414207861","doi":"10.1192/j.eurpsy.2025.518","title":"Good News? Assessing Time-Trends in Fidelity to Responsible Reporting of Suicide Guidelines in the Canadian News Media from 2019-2023","year":2025,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Douglas Mental Health University Institute; Douglas College; McGill University","funders":"","keywords":"Fidelity; Mental health; Journalism; News media; Suicide prevention; Occupational safety and health; Content analysis; Media coverage","score_opus":0.06548505920187433,"score_gpt":0.4081976829677092,"score_spread":0.3427126237658349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414207861","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3717604,0.00030929025,0.00005991695,0.07521133,0.0013548407,0.00020846573,0.000013846685,0.0000374229,0.5510445],"genre_scores_gemma":[0.9366849,0.00009148101,0.01545864,0.017852372,0.0009084152,0.0000097401025,0.00006144514,0.000033171193,0.0288998],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9965887,0.0011518371,0.001265118,0.00033109784,0.00032774685,0.00033549068],"domain_scores_gemma":[0.99887085,0.00010952819,0.00037787625,0.00043153556,0.00009155047,0.00011866121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005747856,0.00011497019,0.00021235035,0.00059625815,0.000246181,0.00016425108,0.000509358,0.00004985309,0.0003684252],"category_scores_gemma":[0.0020287596,0.00009995139,0.000075398544,0.0015428085,0.000060097373,0.00014255063,0.00008334935,0.00019834373,0.00013049203],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021652933,0.00005503686,0.2948952,0.0000064555165,0.00001298248,0.000031390053,0.017229443,0.00021181472,0.00010404269,0.0041325986,0.5871257,0.096173674],"study_design_scores_gemma":[0.0001806957,0.0000072934536,0.7548809,0.00019893148,0.000010040144,1.4024543e-7,0.015601913,0.000023518169,0.0000013293309,0.0014189717,0.2275657,0.00011054063],"about_ca_topic_score_codex":0.7873702,"about_ca_topic_score_gemma":0.9884951,"teacher_disagreement_score":0.56492454,"about_ca_system_score_codex":0.00014894115,"about_ca_system_score_gemma":0.00074417325,"threshold_uncertainty_score":0.4075899},"labels":[],"label_agreement":null},{"id":"W4414342945","doi":"10.1071/wf24226","title":"Risk perceptions after wildfires: insights from Bijie, China and comparisons with other countries","year":2025,"lang":"en","type":"article","venue":"International Journal of Wildland Fire","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Perception; Ethnic group; China; Risk perception; Government (linguistics); Climate risk; Cultural diversity; Climate change","score_opus":0.006381483204935059,"score_gpt":0.2832438170977043,"score_spread":0.27686233389276926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414342945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861664,0.0005463008,0.0019482675,0.006101859,0.00052424805,0.00007876484,0.000038748287,0.000014480562,0.0045809373],"genre_scores_gemma":[0.9942743,0.0027721918,0.0005773368,0.00083563925,0.00035762475,0.000004161064,0.0000033059239,0.000005055668,0.0011703504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910355,0.000069357186,0.00022806488,0.000105599545,0.00040283016,0.00009062708],"domain_scores_gemma":[0.99946976,0.000055809156,0.00017185773,0.0000665525,0.00016866745,0.000067352325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013418857,0.0000845853,0.00013609104,0.00014200412,0.0002467429,0.00019527276,0.00021964709,0.000049792994,0.0004653441],"category_scores_gemma":[0.000029437693,0.000060800416,0.00005273765,0.000085807456,0.00022782382,0.00028348458,0.000035703495,0.00015139347,0.000012939222],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034700066,0.00012684472,0.9514908,0.0000029708656,0.00038577235,0.000022376244,0.025542261,0.00013697281,0.000005436413,0.0026229518,0.013116494,0.0062000947],"study_design_scores_gemma":[0.00053026184,0.000030596297,0.61799127,0.00010482376,0.00004797777,0.0000018867524,0.0039046546,0.000099593555,4.8280356e-7,0.00096591306,0.37626085,0.000061702616],"about_ca_topic_score_codex":0.0040079826,"about_ca_topic_score_gemma":0.0053013144,"teacher_disagreement_score":0.36314437,"about_ca_system_score_codex":0.000078462064,"about_ca_system_score_gemma":0.000089543726,"threshold_uncertainty_score":0.60588974},"labels":[],"label_agreement":null},{"id":"W4414793364","doi":"10.1093/analys/anaf060","title":"Risk attitudes when choosing for others","year":2025,"lang":"en","type":"article","venue":"Analysis","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Risk assessment; Risk management; Risk perception; Project commissioning","score_opus":0.021390274921214248,"score_gpt":0.37570875599562104,"score_spread":0.3543184810744068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414793364","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1359574,0.0004606368,0.4678228,0.013954359,0.0003870993,0.00065158407,0.000016095111,0.00025816937,0.38049185],"genre_scores_gemma":[0.9533992,0.0004555256,0.002517388,0.0007802209,0.00005768146,0.000023369721,0.0000046580094,0.000002544047,0.042759426],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995094,0.000062374726,0.000084113206,0.00012682105,0.00010108829,0.00011619908],"domain_scores_gemma":[0.99973714,0.000049698378,0.0000364914,0.00011241674,0.000037372505,0.000026895277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047412465,0.000036902533,0.00009682515,0.00019743587,0.00041282587,0.000079348865,0.00011401962,0.00002608567,0.0006540122],"category_scores_gemma":[0.00007609506,0.000034875102,0.00018165381,0.00055961014,0.00004904185,0.000059494316,0.000014605625,0.00002320003,0.000025524225],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018350021,0.00012230362,0.5151334,0.000020711776,0.004870805,4.6534322e-7,0.029024046,0.0018117693,0.000042151718,0.0981486,0.09336983,0.25743762],"study_design_scores_gemma":[0.00015433838,0.0000052473374,0.082738616,0.0000049889086,0.0018543211,1.3461018e-9,0.0063126986,0.0010646326,0.000007762278,0.0061723753,0.9015966,0.000088392655],"about_ca_topic_score_codex":0.007880766,"about_ca_topic_score_gemma":0.023738082,"teacher_disagreement_score":0.81744176,"about_ca_system_score_codex":0.000055755903,"about_ca_system_score_gemma":0.000020602707,"threshold_uncertainty_score":0.99872583},"labels":[],"label_agreement":null},{"id":"W4415208989","doi":"10.3390/en18205423","title":"Trust, Equity, Transparency and Inclusion in Nuclear Energy Governance: Empirical Synthesis of the Q-NPT Framework","year":2025,"lang":"en","type":"article","venue":"Energies","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Transparency (behavior); Corporate governance; Legitimacy; Stakeholder; Empirical research; Energy transition; Conceptual framework; Adaptability; Stakeholder engagement","score_opus":0.020107773404150573,"score_gpt":0.3467517401135215,"score_spread":0.3266439667093709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415208989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7105268,0.0007066348,0.00018110081,0.022426607,0.00040359484,0.00009656366,0.0000045994443,0.00004728479,0.2656068],"genre_scores_gemma":[0.9927992,0.004384231,0.00020806702,0.00073960685,0.000031071537,0.000008595343,1.2974682e-7,0.0000035617145,0.0018254935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991482,0.00014561428,0.00014635942,0.00013014274,0.0002984997,0.00013118047],"domain_scores_gemma":[0.99966115,0.0001234658,0.000043303164,0.0001371556,0.000013427655,0.000021482423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003226529,0.000058971986,0.00011544895,0.000039311177,0.00053713936,0.000025170131,0.00034562664,0.00008406777,0.00017119976],"category_scores_gemma":[0.0001802915,0.000044265766,0.000044415385,0.00033116632,0.00023853968,0.000068407564,0.0016361662,0.00006817593,7.746766e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001672299,0.0000616271,0.004630974,0.000021877033,0.0000089865525,7.6897226e-7,0.025727786,0.00031244825,0.000122555,0.80289614,0.0039323866,0.16226773],"study_design_scores_gemma":[0.00019903146,0.000017268352,0.14804281,0.00033148917,0.00002981432,7.1154055e-8,0.007642969,0.00019750073,0.00050919625,0.10781407,0.73505664,0.00015912579],"about_ca_topic_score_codex":0.0037362908,"about_ca_topic_score_gemma":0.004423268,"teacher_disagreement_score":0.7311242,"about_ca_system_score_codex":0.00006685458,"about_ca_system_score_gemma":0.00004729013,"threshold_uncertainty_score":0.5648179},"labels":[],"label_agreement":null},{"id":"W4415711321","doi":"10.1016/j.copsyc.2025.102204","title":"Cultures of trust and trust in science","year":2025,"lang":"en","type":"article","venue":"Current Opinion in Psychology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Trustworthiness; Perception; Public trust; Express trust; Proxy (statistics); Organizational culture","score_opus":0.07148754720291378,"score_gpt":0.496819427396929,"score_spread":0.42533188019401524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415711321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6577102,0.0059313527,0.00066400575,0.013487587,0.02344906,0.00089491456,0.0000052184455,0.00005431427,0.29780337],"genre_scores_gemma":[0.988121,0.011192026,0.00011407573,0.00019794275,0.00006850263,0.00002399312,0.0000017080865,0.0000017716429,0.0002790279],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922824,0.00008650042,0.00018315147,0.00021741129,0.0001174174,0.0001672863],"domain_scores_gemma":[0.9997794,0.000017405153,0.00003859536,0.00010673067,0.000027337797,0.000030506359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006717788,0.000046585657,0.00009771322,0.00038792528,0.000079472506,0.000015981446,0.0002040506,0.000043655044,0.000108729466],"category_scores_gemma":[0.00009114667,0.00004451853,0.000014099328,0.00079884334,0.0007746856,0.00008663462,0.000050228842,0.00009221507,0.000005216677],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028911369,0.0002903202,0.21649948,0.000069639966,0.0000022446948,1.7887096e-7,0.016323503,0.0000044426733,0.00012994054,0.43743068,0.029873772,0.2993469],"study_design_scores_gemma":[0.0004562716,0.000013874965,0.43751642,0.00007105139,7.8353395e-7,8.5920476e-8,0.0026765387,0.000020383299,0.0000027146054,0.0061695687,0.55302644,0.000045877827],"about_ca_topic_score_codex":0.00016634153,"about_ca_topic_score_gemma":0.00022164462,"teacher_disagreement_score":0.52315265,"about_ca_system_score_codex":0.000039136266,"about_ca_system_score_gemma":0.000056796383,"threshold_uncertainty_score":0.28543612},"labels":[],"label_agreement":null},{"id":"W4416552843","doi":"10.1093/inteam/vjaf174","title":"Enabling regulatory innovation: precaution, risk, and new approach methodologies","year":2025,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Argument (complex analysis); Precautionary principle; Pace; Action (physics); Risk management; Environmental policy","score_opus":0.0607726315945856,"score_gpt":0.36007088960588157,"score_spread":0.29929825801129595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416552843","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1504373,0.0010950041,0.43484485,0.004260198,0.0006651703,0.0022396748,0.000012181551,0.00037854217,0.40606707],"genre_scores_gemma":[0.76910454,0.027514178,0.10358984,0.0011166292,0.00008829679,0.00017800654,0.00009792813,0.000018047072,0.098292515],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985193,0.00028815487,0.0002739153,0.00042138624,0.0002653352,0.00023191066],"domain_scores_gemma":[0.9995827,0.000047884714,0.0001027153,0.00018985744,0.000010338797,0.000066501874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001240433,0.00016899103,0.00016222165,0.00030026466,0.0005991828,0.0001762337,0.00014430295,0.000082514765,0.00028203774],"category_scores_gemma":[0.000018334524,0.0001554012,0.000029640436,0.0004152954,0.00030024964,0.00024168147,0.00024312982,0.00016199614,0.000009721331],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020796726,0.00010441182,0.012427333,0.000045666642,0.00018679358,0.0000019357637,0.0016857861,0.00007311967,0.00015724533,0.38285962,0.01698387,0.58545345],"study_design_scores_gemma":[0.00071778736,0.000030033068,0.22989687,0.000041325096,0.00014702244,3.6140102e-7,0.039367493,0.0002960457,0.000039824205,0.013207739,0.71601075,0.00024473778],"about_ca_topic_score_codex":0.00061238505,"about_ca_topic_score_gemma":0.00007470899,"teacher_disagreement_score":0.6990269,"about_ca_system_score_codex":0.00031745853,"about_ca_system_score_gemma":0.000036116475,"threshold_uncertainty_score":0.6337077},"labels":[],"label_agreement":null},{"id":"W4416814352","doi":"10.1061/nhrefo.nheng-2568","title":"Toxic Fear: Climate, Contamination, and Worries about Future Flooding in Coastal Industrial Communities","year":2025,"lang":"en","type":"article","venue":"Natural Hazards Review","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Rice University","keywords":"Flooding (psychology); Metropolitan area; Storm; Tropical cyclone; Preparedness; Natural disaster; Worry","score_opus":0.025246969550248487,"score_gpt":0.34439811226580475,"score_spread":0.3191511427155563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416814352","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37665564,0.47048455,0.000018429788,0.041743796,0.004458,0.0029052948,0.000041209216,0.00026910912,0.10342395],"genre_scores_gemma":[0.59980494,0.39544857,0.00004791642,0.0020586825,0.00016950778,0.000031792773,0.00002607012,0.000004036916,0.0024084977],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875766,0.0004029888,0.00026668078,0.00012094019,0.00022817112,0.0002235524],"domain_scores_gemma":[0.99961257,0.00007262217,0.000069076195,0.0001184649,0.00008731756,0.00003997205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010934907,0.00010923825,0.00027388183,0.00011259429,0.00044142376,0.00012502332,0.00018191402,0.00010433676,0.00021682863],"category_scores_gemma":[0.00015256809,0.000094972886,0.00005366549,0.00046049894,0.00018841225,0.0002566857,0.00012184344,0.0003434549,0.000010610618],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017381246,0.00003217087,0.0077408724,0.0009872403,0.000021016069,0.0000032677367,0.0061587417,4.579759e-7,0.0000038215353,0.06748759,0.035515927,0.8820315],"study_design_scores_gemma":[0.0004399422,0.000012106171,0.01778993,0.0028756722,0.000032937955,5.379772e-7,0.01580495,0.000016204396,0.0000016323665,0.00013355586,0.96276075,0.00013179122],"about_ca_topic_score_codex":0.0008521115,"about_ca_topic_score_gemma":0.0209623,"teacher_disagreement_score":0.9272448,"about_ca_system_score_codex":0.00010034369,"about_ca_system_score_gemma":0.00009414335,"threshold_uncertainty_score":0.9969026},"labels":[],"label_agreement":null},{"id":"W4417201249","doi":"10.21203/rs.3.rs-8253274/v1","title":"The art of governing public policy pathologies","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Agency (philosophy); Blame; Public policy; Incrementalism; Action (physics); Regulatory state; Precautionary principle; Legislation; Public health; Regulatory science","score_opus":0.1683927021590029,"score_gpt":0.5042051753220261,"score_spread":0.3358124731630232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417201249","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007828264,0.0020551647,0.0004396429,0.10157045,0.0009902515,0.0026564328,0.00019860081,0.00011985804,0.8841413],"genre_scores_gemma":[0.59258986,0.1447662,0.00012732294,0.000121711964,0.0007156207,0.00041435185,0.00003574858,0.000017399869,0.2612118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98819417,0.0048282743,0.00075786584,0.00082332233,0.0037827224,0.0016136507],"domain_scores_gemma":[0.9941545,0.0020973154,0.0003369058,0.00139566,0.0017393228,0.00027627381],"candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.016112838,0.00029601678,0.00046741482,0.0008084618,0.003721312,0.0011601836,0.0028589494,0.0004644177,0.0008709005],"category_scores_gemma":[0.009653734,0.00022269593,0.00044082242,0.0026776022,0.0035242573,0.00021426454,0.0059061516,0.0019845865,0.000880471],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000066119166,0.00027744105,0.003283156,0.001100674,0.00016598118,0.000009030458,0.031545065,0.00013905103,0.000039684906,0.4602995,0.16533229,0.337742],"study_design_scores_gemma":[0.0001517667,0.000103198385,0.014275573,0.00043030988,0.000010025178,1.4923675e-7,0.08974651,0.00013664897,0.000009376126,0.008860555,0.8860983,0.00017753731],"about_ca_topic_score_codex":0.009101065,"about_ca_topic_score_gemma":0.0054719304,"teacher_disagreement_score":0.72076607,"about_ca_system_score_codex":0.0011963819,"about_ca_system_score_gemma":0.004380755,"threshold_uncertainty_score":0.9998975},"labels":[],"label_agreement":null},{"id":"W48728514","doi":"10.1016/b978-012330215-1/50019-3","title":"Principles of Risk CommunicationBuilding Trust and Credibility with the Public","year":2002,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CenterLine (Canada)","funders":"","keywords":"Credibility; Public trust; Business; Political science; Public relations; Law","score_opus":0.05505408217542355,"score_gpt":0.28275163958415045,"score_spread":0.2276975574087269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W48728514","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00096364773,0.0005535597,0.000010065934,0.001299233,0.00004570173,0.00052704825,0.000014973981,0.000039627626,0.99654615],"genre_scores_gemma":[0.054126784,0.0046147914,0.00039687435,0.00011634425,0.00009280793,0.000021905556,0.0000038696744,0.000018980068,0.94060767],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988204,0.00016986635,0.00024997114,0.00022118051,0.0003810105,0.00015751887],"domain_scores_gemma":[0.9986256,0.00015268961,0.00036553535,0.0006585081,0.00011991643,0.00007776368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012457245,0.0001509498,0.00022902491,0.00006918007,0.0006447276,0.00009152648,0.0004548124,0.00011953614,0.00050383987],"category_scores_gemma":[0.00006379399,0.00010076051,0.00007226337,0.00001946375,0.0011989526,0.000055801705,0.00018870816,0.0002963948,0.0000150576725],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031446416,0.000006715449,0.00022955517,0.000015099226,0.000039380728,3.1698468e-7,0.0066426024,4.3876167e-7,2.092286e-7,0.26008472,0.00009699292,0.73288083],"study_design_scores_gemma":[0.00010286439,0.000016109516,0.00095157704,0.00005635035,0.00007154955,3.8972146e-7,0.0008579242,0.000010636422,2.7255862e-7,0.00210099,0.9957101,0.00012126633],"about_ca_topic_score_codex":0.000028826378,"about_ca_topic_score_gemma":0.0029666815,"teacher_disagreement_score":0.9956131,"about_ca_system_score_codex":0.000067720954,"about_ca_system_score_gemma":0.000057801266,"threshold_uncertainty_score":0.5516693},"labels":[],"label_agreement":null},{"id":"W580204703","doi":"10.13008/2151-2957.1224","title":"Expertise and Data in the Articulation of Risk","year":2015,"lang":"en","type":"article","venue":"Poroi","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Articulation (sociology); Computer science; Political science","score_opus":0.16115073767834093,"score_gpt":0.41160182867128775,"score_spread":0.2504510909929468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W580204703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97837955,0.000090127636,0.00021409207,0.0035168072,0.0000570994,0.000091602386,0.0000026214382,0.0000067612095,0.017641354],"genre_scores_gemma":[0.99945444,0.00016687144,0.00013986298,0.00012841354,0.00002655322,0.0000016059112,0.0000034813465,6.4865316e-7,0.00007814073],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9996484,0.00009523564,0.00004789098,0.000048801317,0.000121188205,0.00003846758],"domain_scores_gemma":[0.9998068,0.000018447576,0.000020484724,0.00012790566,0.000009242071,0.00001709621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008484828,0.000012982423,0.000022591868,0.0000119429205,0.000029901481,0.000012571781,0.00009447083,0.000008735202,0.000025652804],"category_scores_gemma":[0.000178472,0.000008918886,0.0000029819705,0.000053697437,0.00004483331,0.00009410892,0.00003085885,0.000014368166,0.000004580451],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015891095,0.00011382701,0.13748212,0.000004014863,0.0000051613124,0.000002423099,0.62689275,0.00004293527,0.000043809287,0.03705208,0.045413226,0.15293178],"study_design_scores_gemma":[0.00033502173,0.000013408661,0.5883888,0.0000045494053,0.000010267682,1.3418833e-7,0.096804895,0.0016511335,0.000004961681,0.0046133264,0.3081188,0.00005473826],"about_ca_topic_score_codex":0.0051179524,"about_ca_topic_score_gemma":0.0062784287,"teacher_disagreement_score":0.5300878,"about_ca_system_score_codex":0.0000075881503,"about_ca_system_score_gemma":0.000009357522,"threshold_uncertainty_score":0.77368474},"labels":[],"label_agreement":null},{"id":"W601628491","doi":"","title":"Rationality and Ritual: Participation and Exclusion in Nuclear Decision-Making","year":2010,"lang":"en","type":"book","venue":"CERN Document Server (European Organization for Nuclear Research)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rationality; Quarter (Canadian coin); Politics; Perspective (graphical); Political science; Sociology; Epistemology; Public administration; Social science; Law; Philosophy; History; Computer science; Archaeology","score_opus":0.03848187052325006,"score_gpt":0.3462384341057111,"score_spread":0.307756563582461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W601628491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7757195,0.00019242289,0.000050515653,0.0056686127,0.0006498113,0.0035697604,0.000011872111,0.0005513381,0.21358614],"genre_scores_gemma":[0.94088954,0.0015009886,0.00008158936,0.00035755645,0.00027510224,0.0000015910766,0.00015345139,0.0002450076,0.05649517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744904,0.0005276221,0.00037508341,0.00052674883,0.00079209526,0.000329381],"domain_scores_gemma":[0.99887526,0.00014611315,0.00015682021,0.00028253012,0.0003575475,0.00018171033],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026200118,0.00017517946,0.00019700389,0.0003184055,0.0016991437,0.00096341054,0.0003903085,0.00020363765,0.0058370125],"category_scores_gemma":[0.00085890084,0.00019192634,0.00003715571,0.00024903417,0.00038816297,0.0005442613,0.00090830616,0.00042607944,0.00051366485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008990699,0.00012105486,0.00021024607,0.00014937221,0.000029169943,0.000012114534,0.01938548,0.000015936883,0.00001683005,0.92778033,0.025399847,0.026789738],"study_design_scores_gemma":[0.0006334134,0.000079336525,0.013363551,0.0002453577,0.000025024607,0.0000013500882,0.0011627199,0.000018495151,7.1958243e-7,0.0960111,0.8881527,0.00030621293],"about_ca_topic_score_codex":0.000107594205,"about_ca_topic_score_gemma":0.0004389152,"teacher_disagreement_score":0.86275285,"about_ca_system_score_codex":0.00044580243,"about_ca_system_score_gemma":0.000052261228,"threshold_uncertainty_score":0.9996005},"labels":[],"label_agreement":null},{"id":"W634350401","doi":"10.1016/j.tifs.2015.05.004","title":"A risk communication model for food regulatory agencies in modern society","year":2015,"lang":"en","type":"article","venue":"Trends in Food Science & Technology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Risk communication; Risk society; Business; Regulatory science; Environmental health; Risk analysis (engineering); Medicine; Sociology; Social science","score_opus":0.11411404386679637,"score_gpt":0.3680626924068073,"score_spread":0.2539486485400109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W634350401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96770275,0.00035257658,0.011392296,0.0052425317,0.00011418277,0.0003677186,0.00001290477,0.00030138905,0.014513647],"genre_scores_gemma":[0.98895144,0.00020918828,0.009768245,0.00010168102,0.000010186738,0.00015625503,0.0000021348299,0.000007086528,0.0007937652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99841785,0.000067147885,0.00024792424,0.00037323005,0.00040114234,0.0004926927],"domain_scores_gemma":[0.9991246,0.00002463156,0.00011444401,0.0005411468,0.000115071314,0.00008009585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028455518,0.00010237321,0.0001596176,0.0010629987,0.00046013802,0.000049862192,0.0011296906,0.00018820832,0.0000067355177],"category_scores_gemma":[0.0002395659,0.00010618492,0.000058671103,0.0030339793,0.002123087,0.00039639013,0.0002684369,0.0002170171,0.0000036235488],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025522735,0.00028181876,0.0059296833,0.0000067028673,0.0000131327015,3.6658602e-7,0.18524422,0.019520395,0.00047709595,0.44484502,0.003417194,0.34023884],"study_design_scores_gemma":[0.0014521269,0.00040843745,0.003666375,0.000021357657,0.000011452845,5.6230795e-7,0.091626175,0.46836478,0.00016223622,0.422086,0.011837325,0.00036317523],"about_ca_topic_score_codex":0.00018828051,"about_ca_topic_score_gemma":0.026645605,"teacher_disagreement_score":0.4488444,"about_ca_system_score_codex":0.00074709527,"about_ca_system_score_gemma":0.00033354035,"threshold_uncertainty_score":0.99111557},"labels":[],"label_agreement":null},{"id":"W63637588","doi":"","title":"Lies, Damn Lies and Public Protection: Corporate Responsibility and Breast Cancer Activism","year":2001,"lang":"en","type":"article","venue":"Journal of international women's studies","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Duty; Public relations; Medicine; Political science; Health care; Social responsibility; Cancer; Duty of care; Public health; Health professionals; Family medicine; Nursing; Business; Law; Internal medicine","score_opus":0.08307828348354755,"score_gpt":0.36022864173941915,"score_spread":0.2771503582558716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W63637588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9640178,0.0005865183,0.000058730515,0.032446038,0.0006915895,0.00011683758,0.0000063340917,0.000014221162,0.0020619177],"genre_scores_gemma":[0.97135186,0.023014782,0.00009108117,0.0002909409,0.00047274187,0.000023673281,1.8460412e-7,0.0000042104634,0.004750521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989276,0.00012898265,0.00024780078,0.00012305535,0.00041912025,0.0001534472],"domain_scores_gemma":[0.99877286,0.000069765134,0.00037068306,0.000046294193,0.00064329593,0.00009709231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010362036,0.00008398114,0.00017063135,0.00017595103,0.00036626568,0.00015024541,0.0001114541,0.000029428935,0.00026062524],"category_scores_gemma":[0.00030405525,0.00006563415,0.000031119733,0.00014683949,0.000360728,0.00056758,0.00009732903,0.00012684858,0.0000024242486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035666106,0.0008854038,0.46504498,0.0001264536,0.00363702,0.00015156632,0.19599389,0.000044985,0.0011819407,0.049731106,0.017001357,0.2626347],"study_design_scores_gemma":[0.0009369794,0.00017953356,0.5126878,0.00009529286,0.000028654997,0.00010396014,0.16270332,0.00002564961,0.0000067120786,0.015100452,0.30793667,0.00019498593],"about_ca_topic_score_codex":0.00010314633,"about_ca_topic_score_gemma":0.00052152417,"teacher_disagreement_score":0.2909353,"about_ca_system_score_codex":0.00040891833,"about_ca_system_score_gemma":0.00009610534,"threshold_uncertainty_score":0.28536636},"labels":[],"label_agreement":null},{"id":"W647610926","doi":"10.1016/b978-0-444-62747-6.00011-7","title":"Nanoengineering","year":2015,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Nanoengineering; Engineering ethics; Corporate governance; Political science; Risk governance; Engineering; Nanotechnology; Business","score_opus":0.043411957180790224,"score_gpt":0.2979293048437553,"score_spread":0.2545173476629651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W647610926","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000033999315,0.0004937401,0.000009483721,0.00020049541,0.0007954654,0.00031950368,0.0000041060257,0.00017658727,0.9979972],"genre_scores_gemma":[0.00028966065,0.0003894452,0.00017913555,0.00020510031,0.0007061286,0.0000143740535,0.0000057221523,0.000039726845,0.99817073],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888074,0.000019158386,0.00017940911,0.00021972989,0.0004716086,0.00022936086],"domain_scores_gemma":[0.999407,0.000011141367,0.00007509734,0.00023935402,0.00008446185,0.00018293907],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000457667,0.00017723771,0.00021293345,0.00009894929,0.00016278282,0.00006253835,0.0002451652,0.00020089741,0.0016133983],"category_scores_gemma":[0.000016592627,0.00018248761,0.00011634911,0.000008186141,0.00013111961,0.000036661986,0.000077725424,0.00019085812,0.0014428558],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.761214e-7,0.0000012342531,2.1958405e-7,0.000009235008,0.000017944489,0.000006686939,0.0020818242,0.0000014960283,0.0000011129362,0.13926104,0.0059213433,0.8526969],"study_design_scores_gemma":[0.0000696767,0.0000092465,0.0000023936645,0.00006702807,0.000028876302,3.2959423e-7,0.00011540227,0.0000012425185,2.0443852e-7,0.011085044,0.9884058,0.00021472336],"about_ca_topic_score_codex":0.0000059537883,"about_ca_topic_score_gemma":0.00038178382,"teacher_disagreement_score":0.98248446,"about_ca_system_score_codex":0.00021513633,"about_ca_system_score_gemma":0.00013157517,"threshold_uncertainty_score":0.99933463},"labels":[],"label_agreement":null},{"id":"W6902726974","doi":"10.7939/r3-2rgv-m650","title":"Who or what is to blame? Examining sociodemographic relationships to beliefs about causes, control, and responsibility for cancer and chronic disease prevention in Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chronic disease; Cancer; Cancer prevention; Disease; Public health; MEDLINE","score_opus":0.02437539547471233,"score_gpt":0.26455450386267154,"score_spread":0.24017910838795922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902726974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95352626,0.000509051,0.000060561,0.044692837,0.000061089944,0.0005508332,0.000020629766,0.0000075869993,0.0005711662],"genre_scores_gemma":[0.93834186,0.0030876775,0.0003061533,0.0013503887,0.000030443738,0.0000042585707,0.000017046785,0.0000072853386,0.05685488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990924,0.00020926536,0.00011119244,0.0002868368,0.00013008177,0.00017024316],"domain_scores_gemma":[0.99906373,0.0004860215,0.00004721785,0.00012878687,0.000033123306,0.00024109881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017096983,0.00007479578,0.00014656683,0.00009811658,0.0003500389,0.00006108191,0.000093988,0.000050209554,0.00035687647],"category_scores_gemma":[0.0001401676,0.00008761412,0.00002827452,0.00029494692,0.000094200564,0.0008438674,0.00008832535,0.000062192885,8.569551e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013633815,0.00013622572,0.76764244,0.00026645442,0.00014191915,0.000025049909,0.16046743,0.00022817236,0.00003366726,0.014980186,0.0346474,0.020067688],"study_design_scores_gemma":[0.0008554827,0.00005152302,0.74870765,0.0002452312,0.0000493505,8.8952035e-8,0.020724677,0.00012660811,0.0000050855397,0.00038001724,0.22870584,0.00014845851],"about_ca_topic_score_codex":0.5683449,"about_ca_topic_score_gemma":0.99377406,"teacher_disagreement_score":0.42542917,"about_ca_system_score_codex":0.00013285414,"about_ca_system_score_gemma":0.0012720865,"threshold_uncertainty_score":0.43452954},"labels":[],"label_agreement":null},{"id":"W6917730433","doi":"10.57907/mirri/gaif4l","title":"MIRRI0043004","year":2022,"lang":"en","type":"dataset","venue":"Entrepôt pour orphelin","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Taxon; Organism; Key (lock); Fungal disease","score_opus":0.02620991897729282,"score_gpt":0.3322175471750051,"score_spread":0.3060076281977123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6917730433","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010037969,0.00022057425,0.000018768502,0.004277974,0.002283979,0.00047636402,0.9915097,0.00016873716,0.00094353175],"genre_scores_gemma":[0.000027446133,0.0040241503,0.00010256373,0.0019166403,0.00073255016,0.000092150454,0.95931304,0.00001941296,0.033772033],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975188,0.00045972556,0.0002978482,0.000437246,0.0008438987,0.00044251353],"domain_scores_gemma":[0.99900055,0.00007496591,0.00018858658,0.0004996478,0.000045125882,0.00019110073],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00082378264,0.00021909928,0.00023909914,0.00017774492,0.00069496676,0.00018798055,0.0007593045,0.00018615,0.994782],"category_scores_gemma":[0.00017324887,0.00023523947,0.00019857236,0.00022039634,0.0001185442,0.00010465128,0.00029578697,0.00042428437,0.27460712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006395641,0.00012298895,0.000010235823,0.000015611873,0.000030606956,0.00004519487,0.0012321947,0.000009442113,0.0000014552319,0.0002042677,0.9961788,0.0021427881],"study_design_scores_gemma":[0.00020629243,0.0000162415,0.000033233715,0.000010760474,0.000056523164,7.0751827e-7,0.0054179626,7.867865e-7,5.550213e-7,0.000093875795,0.99389315,0.00026990072],"about_ca_topic_score_codex":0.011905191,"about_ca_topic_score_gemma":0.011876606,"teacher_disagreement_score":0.72017485,"about_ca_system_score_codex":0.00037667036,"about_ca_system_score_gemma":0.000336456,"threshold_uncertainty_score":0.9946746},"labels":[],"label_agreement":null},{"id":"W6920783228","doi":"10.6084/m9.figshare.20509728.v1","title":"Principles of risk decision-making","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Risk management; Precautionary principle; Action (physics); Risk assessment; Set (abstract data type); Process (computing); IT risk management","score_opus":0.06644501046686692,"score_gpt":0.3511666684880427,"score_spread":0.28472165802117577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920783228","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026349746,0.00030698918,0.00005171744,0.00033797606,0.0004447682,0.00068115996,0.18431589,0.00024439907,0.7872673],"genre_scores_gemma":[0.99699026,0.000015713127,0.00035693083,0.0001054218,0.00005963761,0.00007430331,0.0011573798,0.000004718469,0.0012356199],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993122,0.00009052083,0.000093281844,0.000086908374,0.0003232476,0.00009379672],"domain_scores_gemma":[0.9995511,0.00020740977,0.00008611074,0.00010070886,0.00003014614,0.000024483417],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017581144,0.000029277055,0.000048360045,0.000045621735,0.00048025898,0.000017472987,0.00021590067,0.000012277559,0.6670582],"category_scores_gemma":[0.0017507388,0.000030578543,0.00004256179,0.00017295234,0.0000064578567,0.00004665742,0.00022182593,0.00006316849,0.0004211953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001318169,0.0000685786,0.00081073964,0.000017343258,0.000011072904,0.000006461434,0.02427392,0.0022458388,0.0000022359989,0.008321421,0.7245909,0.23963831],"study_design_scores_gemma":[0.0000318627,0.0000071219047,0.010606673,0.000073123025,0.0000019046307,7.570077e-8,0.0046285973,0.00007560567,8.417389e-7,0.00029090748,0.984244,0.00003929737],"about_ca_topic_score_codex":0.00008419764,"about_ca_topic_score_gemma":0.00037509348,"teacher_disagreement_score":0.97064054,"about_ca_system_score_codex":0.00005341642,"about_ca_system_score_gemma":0.000042214182,"threshold_uncertainty_score":0.5413754},"labels":[],"label_agreement":null},{"id":"W6920813317","doi":"10.6084/m9.figshare.25818646.v1","title":"Relevance and feasibility of principles for health and environmental risk decision-making","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Relevance (law); Risk management; Set (abstract data type); Authorization; IT risk management; Health risk; Intersection (aeronautics)","score_opus":0.08707562032404494,"score_gpt":0.3991457261496816,"score_spread":0.31207010582563666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920813317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49140722,0.03433223,0.0011306084,0.0033998236,0.0005019124,0.005759629,0.4534941,0.0004097864,0.00956469],"genre_scores_gemma":[0.99661577,0.0011424199,0.0011936404,0.00009798428,0.000042446296,0.00003652629,0.0006189474,0.0000048639786,0.00024738006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995139,0.00003470586,0.00009950517,0.00015631744,0.00010590785,0.000089613524],"domain_scores_gemma":[0.9994938,0.00034340765,0.000040974264,0.00006342303,0.00000534152,0.000053063624],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020142939,0.00003774623,0.00006305637,0.000021435964,0.00017531255,0.000041283703,0.000043872424,0.000022114928,0.0055585527],"category_scores_gemma":[0.000992424,0.0000344331,0.00002153304,0.000036100635,0.000023289806,0.00008244739,0.00005411043,0.00003355495,0.000016635877],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003673181,0.000044998917,0.00411799,0.0007516001,0.000016846281,0.0000014567893,0.023386287,0.000017825183,0.000010589129,0.0017016793,0.14932635,0.82058764],"study_design_scores_gemma":[0.000081711165,0.000054254106,0.030516073,0.0011968827,0.000003700112,2.72037e-7,0.0030671495,0.00080491416,0.0000018245515,0.001450198,0.9627541,0.0000689551],"about_ca_topic_score_codex":0.000022781267,"about_ca_topic_score_gemma":0.0002893926,"teacher_disagreement_score":0.8205187,"about_ca_system_score_codex":0.000053021122,"about_ca_system_score_gemma":0.000034925466,"threshold_uncertainty_score":0.9953505},"labels":[],"label_agreement":null},{"id":"W6924633970","doi":"10.15468/dl.ujkrra","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Field (mathematics); Set (abstract data type)","score_opus":0.018393120476868783,"score_gpt":0.2713303765876233,"score_spread":0.2529372561107545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924633970","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029675683,0.000009327744,0.0000092855125,0.00091685203,0.0010039022,0.00039689025,0.9901706,0.000113683986,0.00734977],"genre_scores_gemma":[0.0000041758626,0.0006128744,0.0000012119012,0.0013398514,0.0000023474165,0.0000043218265,0.9980298,2.6374347e-9,0.000005407101],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985545,0.00013864355,0.00027026996,0.00017595048,0.0005838333,0.00027675115],"domain_scores_gemma":[0.9990841,0.000016022652,0.00017578299,0.00034735355,0.00023351367,0.00014322036],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004918668,0.0001678626,0.00018331189,0.00010771787,0.0008043509,0.00024270768,0.0005992589,0.00030282105,0.0049291034],"category_scores_gemma":[0.0002208467,0.00018509534,0.0001304632,0.00041212316,0.00029293046,0.0007940321,0.0002921287,0.00018570354,0.06638566],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013522725,0.000024338027,0.00019092852,0.00007132945,0.000016888831,5.4166514e-7,0.00039736333,0.0000025974584,1.2781737e-9,0.0000038292114,0.99453324,0.004745429],"study_design_scores_gemma":[0.00016223066,0.000008148515,0.000044249526,0.0000025716595,0.00003873993,7.178618e-8,0.0016837895,2.2838428e-8,4.9980212e-8,0.0000017650334,0.9978853,0.00017304538],"about_ca_topic_score_codex":0.007554296,"about_ca_topic_score_gemma":0.00062618457,"teacher_disagreement_score":0.06145655,"about_ca_system_score_codex":0.00058997143,"about_ca_system_score_gemma":0.00033768514,"threshold_uncertainty_score":0.9990545},"labels":[],"label_agreement":null},{"id":"W6944349062","doi":"10.17920/g9md8z","title":"Prospective relationship between risk perception &amp; teen toba","year":2000,"lang":"en","type":"other","venue":"California Digital Library","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Tobacco use; Vulnerability (computing); Perception; Monitoring the Future; Cigarette smoking; Risk perception; Youth Risk Behavior Survey","score_opus":0.023324774249528717,"score_gpt":0.2708968897408168,"score_spread":0.2475721154912881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944349062","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014637766,0.00004451229,0.00030800916,0.0009461282,0.00012480328,0.0009918356,0.009344342,0.0011288981,0.9856477],"genre_scores_gemma":[0.044117555,0.0002280836,0.0007116805,0.000341564,0.0018649191,0.00007046335,0.0027550878,0.0003143434,0.9495963],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836916,0.00013339451,0.00025265096,0.0004750185,0.00041387352,0.00035588906],"domain_scores_gemma":[0.9991118,0.00008490991,0.00013831041,0.00032165955,0.000008107074,0.00033522776],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009607579,0.000259637,0.0002642926,0.0003455881,0.0003051133,0.00060373463,0.0003548471,0.00035312344,0.021648709],"category_scores_gemma":[0.000101820406,0.00025450526,0.00015389227,0.00045071737,0.00019045682,0.0005238073,0.00010860829,0.00028479076,0.05461033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071497916,0.000022437227,0.26259097,0.000009294979,0.000018102184,9.376226e-7,0.00056577876,8.287709e-7,2.6638713e-8,0.00047533764,0.7210999,0.015209246],"study_design_scores_gemma":[0.00010546714,0.00001526186,0.08857358,0.00005865852,0.000030155517,1.2415306e-7,0.00030749553,1.8229979e-7,5.1020386e-8,0.0028732112,0.90772986,0.0003059211],"about_ca_topic_score_codex":0.00020030692,"about_ca_topic_score_gemma":0.00016244093,"teacher_disagreement_score":0.18663,"about_ca_system_score_codex":0.00008880491,"about_ca_system_score_gemma":0.000105594794,"threshold_uncertainty_score":0.9999907},"labels":[],"label_agreement":null},{"id":"W6950284021","doi":"10.5281/zenodo.7320132","title":"Assisi 2021 – Dalla Conversione delle Armi Nucleari alla Sconfitta della Fame nel Mondo LE 4E : ENERGIA, ECONOMIA, ECOLOGIA E ETICA Rflessioni ed Analisi in Tempi Difficili","year":2021,"lang":"it","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Context (archaeology); Order (exchange); Population; Work (physics)","score_opus":0.035068748705720174,"score_gpt":0.2661782476152472,"score_spread":0.23110949890952703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950284021","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36227518,0.00068744476,0.00091303006,0.024970567,0.0012504328,0.0015843771,0.00034784077,0.0006562229,0.6073149],"genre_scores_gemma":[0.950082,0.007023227,0.00026041406,0.0011495599,0.0003460223,3.2059359e-7,0.0010686339,0.0009349689,0.039134827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99373037,0.0022429458,0.0008702534,0.0013206449,0.00077234453,0.0010634571],"domain_scores_gemma":[0.9971596,0.00013702395,0.0003485374,0.0009194138,0.0008267821,0.00060862774],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020066015,0.00041013636,0.00057272066,0.00046580963,0.004190702,0.0021129758,0.0016987396,0.00037034927,0.143323],"category_scores_gemma":[0.0009352089,0.0004809578,0.00022400408,0.001372351,0.0006982942,0.00058127346,0.002914804,0.00071000995,0.021842472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023534453,0.0018602295,0.0001430997,0.00014410213,0.00026934213,0.00031012675,0.013651232,0.0030911649,0.0046910606,0.039902166,0.86511743,0.0705847],"study_design_scores_gemma":[0.0017766459,0.0001792582,0.0028978235,0.00009704436,0.00005169419,0.000014095301,0.028268168,0.0033019518,0.00024888237,0.00015760463,0.96246696,0.0005399035],"about_ca_topic_score_codex":0.0014881757,"about_ca_topic_score_gemma":0.00023548072,"teacher_disagreement_score":0.5878069,"about_ca_system_score_codex":0.00086274743,"about_ca_system_score_gemma":0.00012450496,"threshold_uncertainty_score":0.9997642},"labels":[],"label_agreement":null},{"id":"W6958062040","doi":"10.6084/m9.figshare.25818646","title":"Relevance and feasibility of principles for health and environmental risk decision-making","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Relevance (law); Risk management; Set (abstract data type); Authorization; IT risk management; Health risk; Intersection (aeronautics)","score_opus":0.08707562032404494,"score_gpt":0.3991457261496816,"score_spread":0.31207010582563666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958062040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49140722,0.03433223,0.0011306084,0.0033998236,0.0005019124,0.005759629,0.4534941,0.0004097864,0.00956469],"genre_scores_gemma":[0.99661577,0.0011424199,0.0011936404,0.00009798428,0.000042446296,0.00003652629,0.0006189474,0.0000048639786,0.00024738006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995139,0.00003470586,0.00009950517,0.00015631744,0.00010590785,0.000089613524],"domain_scores_gemma":[0.9994938,0.00034340765,0.000040974264,0.00006342303,0.00000534152,0.000053063624],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020142939,0.00003774623,0.00006305637,0.000021435964,0.00017531255,0.000041283703,0.000043872424,0.000022114928,0.0055585527],"category_scores_gemma":[0.000992424,0.0000344331,0.00002153304,0.000036100635,0.000023289806,0.00008244739,0.00005411043,0.00003355495,0.000016635877],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003673181,0.000044998917,0.00411799,0.0007516001,0.000016846281,0.0000014567893,0.023386287,0.000017825183,0.000010589129,0.0017016793,0.14932635,0.82058764],"study_design_scores_gemma":[0.000081711165,0.000054254106,0.030516073,0.0011968827,0.000003700112,2.72037e-7,0.0030671495,0.00080491416,0.0000018245515,0.001450198,0.9627541,0.0000689551],"about_ca_topic_score_codex":0.000022781267,"about_ca_topic_score_gemma":0.0002893926,"teacher_disagreement_score":0.8205187,"about_ca_system_score_codex":0.000053021122,"about_ca_system_score_gemma":0.000034925466,"threshold_uncertainty_score":0.9953505},"labels":[],"label_agreement":null},{"id":"W6962533443","doi":"10.17605/osf.io/4a6c7","title":"Competing Motivations (the Need to Help and Need to Conserve) Bias Attitudes and Helping Behavior Toward Natural Disaster Victims","year":2024,"lang":"en","type":"other","venue":"Open Science Framework","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plea; Attribution; Helping behavior; Sympathy; Vignette; Natural disaster; Blame; Prosocial behavior; Agency (philosophy); Payment","score_opus":0.06875067602068964,"score_gpt":0.39815910158351675,"score_spread":0.3294084255628271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6962533443","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15715952,0.0009444405,0.003174968,0.13497257,0.0070668655,0.010838624,0.00006414175,0.00058190856,0.68519694],"genre_scores_gemma":[0.5778955,0.00019368745,0.023731021,0.008955804,0.00067819393,0.00035692894,0.000004770124,0.0001516252,0.38803244],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978137,0.000125836,0.00022124726,0.0007146929,0.00066462456,0.0004598787],"domain_scores_gemma":[0.9989699,0.00014957428,0.0000960495,0.00039668017,0.000072990566,0.00031477193],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016150203,0.00022194354,0.00026819203,0.00033512717,0.0010131764,0.003529319,0.0014232369,0.00013947595,0.00093663787],"category_scores_gemma":[0.0006488252,0.00016821465,0.00004009594,0.0015628996,0.0009855777,0.00030044906,0.0017035562,0.00035402703,0.0003915592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003456279,0.00018472654,0.044181503,0.00022524189,0.000108795335,0.000026973255,0.37344363,0.000031901767,0.000616549,0.11580528,0.4031271,0.06221373],"study_design_scores_gemma":[0.000112138616,0.000046612397,0.02488847,0.0015699298,0.000060238905,0.0000019553972,0.086815104,0.0000320024,0.000004982358,0.00048507372,0.88544726,0.00053625175],"about_ca_topic_score_codex":0.0059496216,"about_ca_topic_score_gemma":0.005290591,"teacher_disagreement_score":0.48232016,"about_ca_system_score_codex":0.0001142501,"about_ca_system_score_gemma":0.00014149785,"threshold_uncertainty_score":0.99997663},"labels":[],"label_agreement":null},{"id":"W6977048378","doi":"10.6084/m9.figshare.22721321","title":"Additional file 1 of Canadian public perceptions and experiences with information during the COVID-19 pandemic: strategies to optimize future risk communications","year":2023,"lang":"en","type":"article","venue":"Open MIND","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Risk communication; Perception; Risk perception; Information system; Public access; Government (linguistics)","score_opus":0.08887310715843431,"score_gpt":0.35201627162776616,"score_spread":0.26314316446933184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977048378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35114104,0.00001559535,0.0001388199,0.075548925,0.00013705391,0.0028851323,0.24767122,0.000051331765,0.32241088],"genre_scores_gemma":[0.9289862,0.0012839136,0.022676311,0.0014187574,0.00019978777,0.003913459,0.027720327,0.000013339679,0.013787913],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937844,0.00011625766,0.00011437215,0.000083849525,0.0001627617,0.0001443074],"domain_scores_gemma":[0.9992356,0.00021748256,0.00006998342,0.0002049934,0.00006651046,0.0002054843],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029244155,0.000049443155,0.000057887533,0.0002191562,0.0017337868,0.00048795814,0.0005012007,0.000032644388,0.494135],"category_scores_gemma":[0.00022584312,0.000036310397,0.000013568921,0.00075029675,0.00030759728,0.00088540395,0.00013936324,0.00006898463,0.00027290065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042436577,0.000005698632,0.00022879842,0.000001778553,0.0000095494715,1.9816882e-7,0.26415294,0.000092208524,4.0796965e-7,0.00046965323,0.7257525,0.009282065],"study_design_scores_gemma":[0.00004023618,0.000005933196,0.0060101156,0.000003515508,0.0000020454797,5.132357e-7,0.44440627,0.000027672191,2.5929461e-8,0.000008857846,0.5494632,0.000031586806],"about_ca_topic_score_codex":0.053471193,"about_ca_topic_score_gemma":0.7786819,"teacher_disagreement_score":0.7252107,"about_ca_system_score_codex":0.00008346771,"about_ca_system_score_gemma":0.0006856827,"threshold_uncertainty_score":0.99956584},"labels":[],"label_agreement":null},{"id":"W6977180154","doi":"10.6084/m9.figshare.22721321.v1","title":"Additional file 1 of Canadian public perceptions and experiences with information during the COVID-19 pandemic: strategies to optimize future risk communications","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk communication; Perception; Risk perception; Information system; Public access; Government (linguistics)","score_opus":0.08651617346519133,"score_gpt":0.31916516529080713,"score_spread":0.2326489918256158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977180154","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011906315,0.0000052946334,0.0000017070436,0.005740804,0.000011481343,0.0002813383,0.97989094,0.00008829473,0.012789503],"genre_scores_gemma":[0.120234296,0.00021414831,0.00074350106,0.0011586245,0.00012937757,0.0049523357,0.8710142,0.0000070464994,0.001546499],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939525,0.00008823026,0.000099635,0.00007382303,0.0001862052,0.00015687467],"domain_scores_gemma":[0.99910724,0.00031567886,0.00006865649,0.00019076737,0.00010204051,0.00021560192],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008010605,0.000053703105,0.00005042419,0.00025641287,0.0015805826,0.00022247082,0.00030878338,0.000039947492,0.92688143],"category_scores_gemma":[0.0009797361,0.00004034878,0.000019185503,0.00082810665,0.000080799735,0.00059082377,0.00008167038,0.00008191838,0.0006566099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.899512e-7,0.0000019651104,0.000028442555,0.000007488009,0.000004280776,1.2921899e-7,0.07000058,0.000057998634,4.431794e-8,0.00016532751,0.92913663,0.00059613585],"study_design_scores_gemma":[0.00002886275,0.00000493358,0.009893279,0.00002354022,0.0000011323278,5.496293e-7,0.34863725,0.000040544503,9.427518e-9,0.00000696225,0.6413247,0.000038273152],"about_ca_topic_score_codex":0.012600205,"about_ca_topic_score_gemma":0.4933511,"teacher_disagreement_score":0.9262248,"about_ca_system_score_codex":0.00008895161,"about_ca_system_score_gemma":0.0005547694,"threshold_uncertainty_score":0.9997192},"labels":[],"label_agreement":null},{"id":"W6977261212","doi":"10.6084/m9.figshare.20509728","title":"Principles of risk decision-making","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Risk management; Precautionary principle; Action (physics); Risk assessment; Set (abstract data type); Process (computing); IT risk management","score_opus":0.06644501046686692,"score_gpt":0.3511666684880427,"score_spread":0.28472165802117577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977261212","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026349746,0.00030698918,0.00005171744,0.00033797606,0.0004447682,0.00068115996,0.18431589,0.00024439907,0.7872673],"genre_scores_gemma":[0.99699026,0.000015713127,0.00035693083,0.0001054218,0.00005963761,0.00007430331,0.0011573798,0.000004718469,0.0012356199],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993122,0.00009052083,0.000093281844,0.000086908374,0.0003232476,0.00009379672],"domain_scores_gemma":[0.9995511,0.00020740977,0.00008611074,0.00010070886,0.00003014614,0.000024483417],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017581144,0.000029277055,0.000048360045,0.000045621735,0.00048025898,0.000017472987,0.00021590067,0.000012277559,0.6670582],"category_scores_gemma":[0.0017507388,0.000030578543,0.00004256179,0.00017295234,0.0000064578567,0.00004665742,0.00022182593,0.00006316849,0.0004211953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001318169,0.0000685786,0.00081073964,0.000017343258,0.000011072904,0.000006461434,0.02427392,0.0022458388,0.0000022359989,0.008321421,0.7245909,0.23963831],"study_design_scores_gemma":[0.0000318627,0.0000071219047,0.010606673,0.000073123025,0.0000019046307,7.570077e-8,0.0046285973,0.00007560567,8.417389e-7,0.00029090748,0.984244,0.00003929737],"about_ca_topic_score_codex":0.00008419764,"about_ca_topic_score_gemma":0.00037509348,"teacher_disagreement_score":0.97064054,"about_ca_system_score_codex":0.00005341642,"about_ca_system_score_gemma":0.000042214182,"threshold_uncertainty_score":0.5413754},"labels":[],"label_agreement":null},{"id":"W6977346824","doi":"10.6084/m9.figshare.7584440.v1","title":"Perception des risques au Québec - Baromètre CIRANO 2012","year":2019,"lang":"fr","type":"other","venue":"Figshare","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Set (abstract data type); Perspective (graphical); Risk perception; Data collection","score_opus":0.05146112183125654,"score_gpt":0.30474338246890725,"score_spread":0.2532822606376507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977346824","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002362647,0.0012467885,0.000004749736,0.001343844,0.00064820866,0.0008128825,0.037015222,0.00020988953,0.95848215],"genre_scores_gemma":[0.007062648,0.0005096077,0.000109374494,0.00053346343,0.0018969497,0.00017535542,0.022100257,0.0001545745,0.9674578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776876,0.0002952116,0.00027916214,0.0005605885,0.00048359143,0.0006126712],"domain_scores_gemma":[0.99894077,0.00007423022,0.00021700948,0.00041791427,0.00011282704,0.00023726023],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012576752,0.00040319876,0.0003739201,0.00016233363,0.00055950484,0.0001660315,0.0005483492,0.0005609632,0.9802231],"category_scores_gemma":[0.00022183698,0.00040315988,0.0003054044,0.00026543502,0.00014471768,0.00042149785,0.00017431632,0.00027775174,0.39557528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030823123,0.00005596391,0.00017361176,0.0003866169,0.000042706783,0.0000032239595,0.012421457,0.000008589813,0.0000064321052,0.00027990725,0.8316144,0.15500407],"study_design_scores_gemma":[0.0001746106,0.000050873503,0.024663212,0.0023917174,0.00005291776,8.2524946e-7,0.005404315,0.00003458738,5.266772e-7,0.000039793238,0.96670467,0.00048192847],"about_ca_topic_score_codex":0.10997392,"about_ca_topic_score_gemma":0.3722365,"teacher_disagreement_score":0.58464783,"about_ca_system_score_codex":0.0016803051,"about_ca_system_score_gemma":0.000694827,"threshold_uncertainty_score":0.99984205},"labels":[],"label_agreement":null},{"id":"W6979971666","doi":"","title":"Any Risk Is Unacceptable","year":2010,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear power; Government (linguistics); Nuclear industry; Stakeholder; Qualitative research; Value (mathematics); Process (computing)","score_opus":0.010917041683595101,"score_gpt":0.24017998731676016,"score_spread":0.22926294563316504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979971666","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32418522,0.000009508647,0.0010033152,0.6171912,0.00021637138,0.000091198264,0.0000045204106,0.000056854336,0.057241805],"genre_scores_gemma":[0.25355485,0.0012905318,0.004991293,0.00012132914,0.000083686515,1.1428913e-7,0.00000133203,0.0000059829276,0.7399509],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993884,0.000055710254,0.000005230876,0.00014393713,0.00022289244,0.00018380859],"domain_scores_gemma":[0.9995164,0.000016453743,0.00008706183,0.00019743323,0.000072161805,0.00011046299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003436689,0.000051186955,0.00008981529,0.00008121037,0.000539255,0.000020410947,0.00028093884,0.000076091994,0.0008089461],"category_scores_gemma":[0.00002729869,0.000065608794,0.00007102292,0.00021848956,0.00032362624,0.00025152668,0.00006064683,0.00014052486,0.00026503665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055825426,0.000013587999,0.0056242724,0.0000035858675,0.000011722497,0.0000031244138,0.007253236,0.000002462351,0.00015850464,0.027058227,0.9495785,0.010287186],"study_design_scores_gemma":[0.00017981674,0.000014353984,0.007207077,0.0000032740159,0.00002288672,1.3120042e-7,0.044822272,0.000034349017,0.0000094079205,0.00006190529,0.9475714,0.00007314759],"about_ca_topic_score_codex":0.0014406838,"about_ca_topic_score_gemma":0.01920343,"teacher_disagreement_score":0.6827091,"about_ca_system_score_codex":0.000033769153,"about_ca_system_score_gemma":0.000058165228,"threshold_uncertainty_score":0.9986935},"labels":[],"label_agreement":null},{"id":"W6980661665","doi":"","title":"The communication of West Nile virus risk: a newspaper analysis","year":2011,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Government (linguistics); West Nile virus; Content analysis; Media coverage; Print media","score_opus":0.02007693143513076,"score_gpt":0.25228681010236415,"score_spread":0.2322098786672334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980661665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7174825,0.00045609905,0.0002230223,0.00078840705,0.0002550265,0.0004633463,0.000037764832,0.000057073838,0.28023675],"genre_scores_gemma":[0.89487404,0.029392721,0.0006454298,0.000015265292,0.000033479846,0.000001229999,0.0002240629,0.00001361996,0.07480017],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988456,0.00036714747,0.00011567697,0.00016007842,0.00036704206,0.00014449838],"domain_scores_gemma":[0.9985531,0.00008593447,0.00059549883,0.000486087,0.00022677875,0.000052599444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059550867,0.00010073691,0.00024190282,0.00023636025,0.001091016,0.000025301408,0.00079708477,0.00016167255,0.00029303512],"category_scores_gemma":[0.00004058235,0.00010666355,0.0002644897,0.0005962163,0.00030369396,0.00013826726,0.0000747511,0.0001720359,0.00007576409],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010403292,0.0010442197,0.20582046,0.0002932627,0.0069524744,0.000009031377,0.4399666,0.00025075235,0.00026027928,0.07420673,0.1237908,0.14636509],"study_design_scores_gemma":[0.0001183324,0.000018342858,0.50418764,0.000018287743,0.0009903596,1.0304307e-8,0.35037294,0.000026137217,0.0000073017995,0.00022490139,0.14393283,0.0001029117],"about_ca_topic_score_codex":0.35636804,"about_ca_topic_score_gemma":0.9964359,"teacher_disagreement_score":0.6400679,"about_ca_system_score_codex":0.00008039858,"about_ca_system_score_gemma":0.000074534684,"threshold_uncertainty_score":0.8391323},"labels":[],"label_agreement":null},{"id":"W6983057579","doi":"","title":"Les principes directeurs en communication des risques","year":2011,"lang":"fr","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk communication; Data collection; Normative; Intervention (counseling)","score_opus":0.144832707232685,"score_gpt":0.3580078931742245,"score_spread":0.2131751859415395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983057579","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08677364,0.0026371756,0.00086258043,0.0028240716,0.00026170234,0.00016394243,0.0000013168777,0.0001587698,0.9063168],"genre_scores_gemma":[0.7091022,0.031773087,0.01320534,0.0001505802,0.00006451117,0.000015393354,0.0000020966554,0.000007738872,0.24567904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869937,0.0006292713,0.00016035477,0.00014054656,0.00015800924,0.00021243031],"domain_scores_gemma":[0.99949396,0.000056839905,0.000053219574,0.00024147642,0.00006752062,0.00008697656],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00067757023,0.0000927798,0.00009509822,0.00004303518,0.00050845457,0.00005028973,0.00034040702,0.00009299971,0.014284151],"category_scores_gemma":[0.00005031146,0.000087539534,0.000061853985,0.00017800041,0.00079285173,0.00033826652,0.000121150144,0.00008848288,0.00081067276],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028962515,0.00012195573,0.0051109116,0.000015126131,0.000018032575,4.5934345e-7,0.08203075,0.000001012086,0.000007064764,0.46314573,0.004630633,0.4449154],"study_design_scores_gemma":[0.0000680753,0.000028641272,0.14685285,0.000040221195,0.00003140848,2.454352e-7,0.026007438,0.000044411798,0.00008957904,0.010546321,0.8161607,0.00013015828],"about_ca_topic_score_codex":0.08187445,"about_ca_topic_score_gemma":0.037312325,"teacher_disagreement_score":0.81153,"about_ca_system_score_codex":0.00014441075,"about_ca_system_score_gemma":0.000018045053,"threshold_uncertainty_score":0.99996734},"labels":[],"label_agreement":null},{"id":"W6986673061","doi":"","title":"The Question Queue: The federal government wants to know so much more about a proposed nuclear waste site near Lake Huron, it seems it will never get the OK","year":2017,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scrutiny; Agency (philosophy); Nuclear power; Government (linguistics); Radioactive waste; Indigenous; Process (computing)","score_opus":0.048665086078544056,"score_gpt":0.343035762932488,"score_spread":0.2943706768539439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986673061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9264336,0.00004266247,0.00010346878,0.06813925,0.00059661176,0.0013002258,0.000037219845,0.000121031815,0.0032259007],"genre_scores_gemma":[0.911152,0.0005495823,0.000023372886,0.005583562,0.00033222322,0.0000061480346,0.0000060254415,0.000044984405,0.082302116],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99596256,0.0009425538,0.0002935495,0.00060905213,0.0014117365,0.00078056584],"domain_scores_gemma":[0.9976663,0.00009961392,0.00038913626,0.0013169447,0.00020557472,0.0003224278],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019142965,0.00034633162,0.0002449188,0.000057994883,0.011101653,0.00466473,0.0026700806,0.00016937524,0.000120440825],"category_scores_gemma":[0.00019587208,0.000228445,0.00019984905,0.0002365421,0.0011283946,0.0025709083,0.001055356,0.0006469721,0.00070133485],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000895031,0.00042125667,0.8430265,0.0000729574,0.00035184654,0.0003433526,0.11198363,0.0003877617,0.0005963155,0.013669911,0.0034909036,0.024760507],"study_design_scores_gemma":[0.00047257612,0.00007132164,0.3686441,0.000115667244,0.000054368018,0.0000031243296,0.0142240785,0.000008042785,0.000017717999,0.000056267334,0.6160675,0.0002652416],"about_ca_topic_score_codex":0.00047516872,"about_ca_topic_score_gemma":0.14883867,"teacher_disagreement_score":0.6125766,"about_ca_system_score_codex":0.00056464475,"about_ca_system_score_gemma":0.00019087052,"threshold_uncertainty_score":0.9963685},"labels":[],"label_agreement":null},{"id":"W6986697271","doi":"","title":"Public Opinion and Nuclear : critics and beyond","year":2012,"lang":"en","type":"article","venue":"ORBi (University of Liège)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GDG Environnement","funders":"","keywords":"Public opinion; Government (linguistics); Public policy; Criticism","score_opus":0.048337122080368417,"score_gpt":0.26216866096277713,"score_spread":0.21383153888240872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986697271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78853637,0.00017691583,0.00032032945,0.020180201,0.00022907484,0.00010962395,0.0000037079076,0.000049515173,0.19039428],"genre_scores_gemma":[0.9954813,0.001528855,0.0009857336,0.00013142281,0.00004243597,1.8632218e-8,8.4209375e-7,0.0000021240419,0.0018272526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996503,0.00004135553,0.000025372772,0.00006273858,0.0001006746,0.00011955198],"domain_scores_gemma":[0.99977404,0.000013046404,0.00002084059,0.00004964563,0.000026382324,0.00011601948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020300147,0.000029057019,0.000052173298,0.000046998073,0.00033142575,0.000020809557,0.000063892614,0.00003655078,0.0005427072],"category_scores_gemma":[0.000004671644,0.000036753874,0.000013391215,0.00006532735,0.00024915935,0.00041288126,0.00007975014,0.00003138776,0.00002361077],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007034266,0.000080470134,0.03562768,0.000029510316,0.000016237818,0.000001088397,0.085004024,5.1280676e-8,0.000086658954,0.83419126,0.017438415,0.027517589],"study_design_scores_gemma":[0.00017998982,0.000020590125,0.108654134,0.000004555894,0.000010623155,4.162627e-7,0.071104966,0.000015218524,2.9115543e-7,0.0005619698,0.81937957,0.00006765137],"about_ca_topic_score_codex":0.0012910011,"about_ca_topic_score_gemma":0.0002734505,"teacher_disagreement_score":0.83362925,"about_ca_system_score_codex":0.000018187468,"about_ca_system_score_gemma":0.000009534858,"threshold_uncertainty_score":0.59422636},"labels":[],"label_agreement":null},{"id":"W6986880077","doi":"","title":"Revisiting Cultural Theory of Risk: Explaining Perceptions of Technological Environmental Hazards Using Comparative Analysis","year":2005,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Distrust; Hazard; Tourism; Environmental hazard; Risk perception; Culture theory","score_opus":0.1268281951100588,"score_gpt":0.37416504740882184,"score_spread":0.24733685229876304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986880077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938955,0.00004808159,0.0043419283,0.00005786593,0.000023323331,0.00017501727,0.000043387052,0.0000720189,0.001342893],"genre_scores_gemma":[0.9982775,0.00026736877,0.000666182,0.000023409653,0.000051194525,5.095058e-7,0.000015803147,0.000006374404,0.0006916889],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773645,0.0009061986,0.00031196704,0.00032583607,0.00043346823,0.00028608344],"domain_scores_gemma":[0.9990351,0.00013242602,0.00039333053,0.00025533073,0.00006721744,0.00011659043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010641587,0.00016772051,0.0003965541,0.00057789724,0.00057204015,0.000065135406,0.00047507908,0.00015290278,0.00037569762],"category_scores_gemma":[0.00005743447,0.00017303052,0.0002779946,0.00081539404,0.0008127751,0.0010259858,0.00023041808,0.0003088579,0.00003252848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003507391,0.00008330714,0.97517836,0.0000063332964,0.00021311929,0.0000049058644,0.016534269,0.00093612244,0.0015692597,0.0016727528,1.0848462e-7,0.0037663633],"study_design_scores_gemma":[0.0003296213,0.000025225421,0.8857079,0.0000506224,0.0005980727,9.147323e-7,0.11173502,0.000011137387,0.00032585525,0.000047618178,0.00096731033,0.00020070763],"about_ca_topic_score_codex":0.000026695538,"about_ca_topic_score_gemma":0.0011778414,"teacher_disagreement_score":0.095200755,"about_ca_system_score_codex":0.00032573394,"about_ca_system_score_gemma":0.000034043886,"threshold_uncertainty_score":0.705598},"labels":[],"label_agreement":null},{"id":"W6987741429","doi":"","title":"Understanding Risk: Contributions from the Journal of Risk and Governance","year":2013,"lang":"en","type":"book","venue":"Research Portal (Queen's University Belfast)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Corporate governance; Transparency (behavior); Acknowledgement; Private sector; Government (linguistics); Public sector; Risk management; New public management","score_opus":0.05242592590265505,"score_gpt":0.31061227626064447,"score_spread":0.2581863503579894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987741429","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011579084,0.0005610775,0.005881169,0.011336751,0.0006369649,0.0016772993,0.0031317284,0.00008017968,0.9651157],"genre_scores_gemma":[0.1992802,0.123178326,0.00009975896,0.00003666513,0.000756428,6.9120256e-7,0.00005755897,0.000024589432,0.67656577],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99597216,0.001512026,0.00024017703,0.00024817244,0.0015449431,0.00048254413],"domain_scores_gemma":[0.9967637,0.0013858386,0.0005795467,0.0002786589,0.0006641407,0.00032810037],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032520373,0.00016269041,0.00029496712,0.0001906342,0.0025172231,0.00016083,0.00074934226,0.00027477345,0.0021604162],"category_scores_gemma":[0.0008100342,0.00013908763,0.0001569711,0.0002821404,0.0015240696,0.00041746476,0.0003730906,0.0016030667,0.00008284649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063681844,0.000041334264,0.0020819395,0.000008835448,0.00023063556,0.00009333746,0.007022744,0.0000096707045,7.657661e-7,0.25632906,0.7329066,0.0012114272],"study_design_scores_gemma":[0.0005532175,0.00006896253,0.011519075,0.00013280172,0.00016884932,6.7082505e-7,0.035317387,0.0000061401706,4.4096743e-7,0.014905287,0.937163,0.0001641708],"about_ca_topic_score_codex":0.044864863,"about_ca_topic_score_gemma":0.006556812,"teacher_disagreement_score":0.28854996,"about_ca_system_score_codex":0.0015727275,"about_ca_system_score_gemma":0.0012006054,"threshold_uncertainty_score":0.9987814},"labels":[],"label_agreement":null},{"id":"W6990380924","doi":"","title":"Développement et validation d’un outil d’évaluation de la qualité des soins infirmiers en matière de contention chimique","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Information professional; Intervention (counseling)","score_opus":0.022079526267139354,"score_gpt":0.2842567290375445,"score_spread":0.2621772027704051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990380924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8685044,0.0011433162,0.0059440467,0.0018118947,0.0007815518,0.0008287204,0.000050508203,0.00016281845,0.120772764],"genre_scores_gemma":[0.8983616,0.005076381,0.005749539,0.00038051003,0.00021421188,0.0001965839,0.0011422263,0.00004418925,0.08883476],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9936292,0.0034194565,0.00059434504,0.0006044501,0.0011860046,0.00056655204],"domain_scores_gemma":[0.9983461,0.00029531727,0.0005819466,0.00021140616,0.00024934695,0.00031590412],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031528412,0.0004303407,0.0003593182,0.00040345377,0.0108634615,0.00019416634,0.00046254916,0.00051601225,0.0013570342],"category_scores_gemma":[0.0002570768,0.0005576598,0.00038059088,0.00052498106,0.0005024105,0.0006680648,0.00018259315,0.000588879,0.00008290315],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042164154,0.000548487,0.022386841,0.00023645542,0.00048384105,0.00021941769,0.688317,0.01450168,0.013077754,0.2215,0.00090620626,0.03740068],"study_design_scores_gemma":[0.0015359117,0.00015706236,0.32195342,0.00023488746,0.0006314353,0.00011422085,0.49269655,0.0027087398,0.0014987924,0.007396552,0.170337,0.0007354346],"about_ca_topic_score_codex":0.15544352,"about_ca_topic_score_gemma":0.02822322,"teacher_disagreement_score":0.29956657,"about_ca_system_score_codex":0.02596054,"about_ca_system_score_gemma":0.0035431157,"threshold_uncertainty_score":0.9996875},"labels":[],"label_agreement":null},{"id":"W6991020907","doi":"","title":"Expert and non-expert perceptions of risk: Improving the risk communication of cancer","year":2022,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk perception; Health Information National Trends Survey; Cancer; Numeracy; Perception; Public health; Information seeking; Health literacy; Coping (psychology)","score_opus":0.0126668517536041,"score_gpt":0.2765427135866253,"score_spread":0.2638758618330212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991020907","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3715926,0.002224895,0.00022669211,0.00039515542,0.0005738053,0.0009941686,0.00017751947,0.00006433321,0.6237508],"genre_scores_gemma":[0.4948053,0.06363013,0.0005111423,0.000062608924,0.00008198507,0.000016758357,0.00011760596,0.000029773304,0.4407447],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99857056,0.00049048226,0.00020413843,0.00023975006,0.00033247218,0.00016260461],"domain_scores_gemma":[0.9988436,0.00010470427,0.0005356202,0.00033658257,0.0001232678,0.000056212466],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032232027,0.00014840509,0.00022667977,0.00013905531,0.0010755038,0.000033609045,0.0005843632,0.00013047233,0.08040523],"category_scores_gemma":[0.000030517793,0.00014084927,0.00013351592,0.00039571096,0.00026788595,0.00017322935,0.00018140241,0.0003155638,0.0000037239474],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010299121,0.00008098774,0.0075176437,0.000050059254,0.00012205078,8.163995e-7,0.2547976,0.00007503417,0.00027954302,0.001181277,0.0021634211,0.7336286],"study_design_scores_gemma":[0.0003302946,0.000029131848,0.039935507,0.000055932655,0.00016765606,4.0939135e-8,0.54977846,0.000087238106,0.000025863425,0.00004234995,0.40938073,0.00016676371],"about_ca_topic_score_codex":0.14311062,"about_ca_topic_score_gemma":0.16670406,"teacher_disagreement_score":0.7334618,"about_ca_system_score_codex":0.00019636688,"about_ca_system_score_gemma":0.00012619986,"threshold_uncertainty_score":0.9204354},"labels":[],"label_agreement":null},{"id":"W6991890260","doi":"","title":"Infrastructure in proximity of railways - External environmental monitoring and risk analysis // Infrastruktur i narheten av jarnvagar - Extern miljoovervakning och riskanalys : A document and comparative analysis conducted at Trafikverket; risk analysis of infrastructure in close proximity of railways","year":2024,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk management; Resilience (materials science); Spatial planning; Risk assessment; Transportation infrastructure; Strategic planning; Risk governance; Strategic environmental assessment; Psychological resilience","score_opus":0.017786978747160263,"score_gpt":0.2921919835926509,"score_spread":0.27440500484549063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991890260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99282247,0.0008801763,0.003027677,0.00012426433,0.00008246332,0.0007906822,0.001977353,0.0000711665,0.00022377513],"genre_scores_gemma":[0.9876276,0.0029385102,0.008606654,0.0000055007336,0.000020578676,0.00007247737,0.0006366999,0.000010541562,0.00008140446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99572074,0.0004320828,0.0015684663,0.0010033364,0.0008508542,0.00042452465],"domain_scores_gemma":[0.9971073,0.00013095854,0.0015042154,0.00088339555,0.0002081128,0.00016601702],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016126,0.0004093564,0.001477345,0.0062562204,0.00023677108,0.00008405253,0.0006784288,0.0003893142,0.00036202866],"category_scores_gemma":[0.0004618234,0.00039254286,0.00038462665,0.00972597,0.0015390802,0.0012520642,0.000721806,0.00067291,8.5909335e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012535328,0.00020309478,0.9587197,0.00013131251,0.0063095,0.000005175125,0.0061543025,0.013522229,0.0022609716,0.0020771779,0.00005788443,0.010433325],"study_design_scores_gemma":[0.00090673676,0.00007121967,0.95208454,0.00010160398,0.008822289,5.80446e-7,0.0049105925,0.029612454,0.0015593019,0.0003643164,0.001239126,0.0003272537],"about_ca_topic_score_codex":0.009081375,"about_ca_topic_score_gemma":0.009725473,"teacher_disagreement_score":0.016090224,"about_ca_system_score_codex":0.0004299696,"about_ca_system_score_gemma":0.00013981119,"threshold_uncertainty_score":0.99985266},"labels":[],"label_agreement":null},{"id":"W6992017267","doi":"","title":"Issues of risk communication : gaps in knowledge and perception of human health risk due to climate change induced heat wave in Winnipeg","year":2008,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Heat wave; Perception; Risk perception; Coping (psychology); Risk assessment; Urban heat island; Global warming","score_opus":0.04838578253850525,"score_gpt":0.31816243234660624,"score_spread":0.269776649808101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992017267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941254,0.000503051,0.00000425859,0.0006753476,0.00007287276,0.0007666578,0.000036685462,0.00001844532,0.0037972336],"genre_scores_gemma":[0.9488416,0.050447058,0.0003259883,0.000010231762,0.000024048068,0.00000214059,0.00013325573,0.000010640104,0.0002050801],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982731,0.00074846606,0.00023868102,0.00025351607,0.00027096455,0.00021531445],"domain_scores_gemma":[0.9990292,0.000045820652,0.00043141423,0.00027011576,0.00014436983,0.00007909003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009543231,0.00014242002,0.00048244168,0.0007344682,0.00040365334,0.000008235555,0.00026437338,0.0002090294,0.000020860803],"category_scores_gemma":[0.00003486399,0.00019728873,0.00007060448,0.0004881401,0.00014696673,0.00021961705,0.00010738682,0.0002598365,0.000008136527],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019975676,0.00047230444,0.17553028,0.00060119765,0.000027667158,0.0000045528523,0.7812045,0.000008740324,0.00046008074,0.0011913374,0.0009828529,0.03931669],"study_design_scores_gemma":[0.0003300473,0.00010067829,0.6631243,0.00034973692,0.00001836962,8.188696e-8,0.3352198,0.00002464501,0.0000066319803,0.00006028349,0.0006668723,0.000098554236],"about_ca_topic_score_codex":0.427768,"about_ca_topic_score_gemma":0.98580396,"teacher_disagreement_score":0.55803597,"about_ca_system_score_codex":0.00034060428,"about_ca_system_score_gemma":0.00006360008,"threshold_uncertainty_score":0.8045201},"labels":[],"label_agreement":null},{"id":"W6996917534","doi":"","title":"This Canadian Site Lets Anyone Be A Cleantech Investor (You Can’t Do That In The U.S.)True Viral News","year":2017,"lang":"en","type":"other","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Investment (military); The Internet","score_opus":0.04595642561626954,"score_gpt":0.31097194473078893,"score_spread":0.26501551911451937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996917534","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019974516,0.00019468808,0.0000049982586,0.025056135,0.0005789383,0.0007550827,0.000049436705,0.00009478668,0.9730662],"genre_scores_gemma":[0.010171619,0.002847004,0.0001206392,0.012971623,0.0005131771,0.000044296958,0.000026953989,0.000083974795,0.9732207],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982285,0.00025442266,0.00012572727,0.00036393583,0.0004954196,0.00053202047],"domain_scores_gemma":[0.9989231,0.000015997775,0.00013891421,0.00065987394,0.000014321007,0.00024778285],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065451994,0.00022341016,0.0002443949,0.00038243644,0.0005037911,0.0003724583,0.0009890385,0.0003451898,0.023509204],"category_scores_gemma":[0.000052218977,0.0001629823,0.00009185134,0.00013332197,0.00037466988,0.0000974657,0.00006722725,0.00028747122,0.0007411203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011364839,0.000011921982,0.0006825345,0.000006180749,0.000011080492,0.000022641956,0.012274949,5.1542425e-8,9.830395e-7,0.008927767,0.96785074,0.010209983],"study_design_scores_gemma":[0.00014911192,0.000012192315,0.0006973295,0.000053172105,0.000014364833,4.2682345e-7,0.0053771217,0.0000014620955,2.4833594e-7,0.00012715733,0.9933323,0.00023509616],"about_ca_topic_score_codex":0.98589313,"about_ca_topic_score_gemma":0.9993947,"teacher_disagreement_score":0.025481546,"about_ca_system_score_codex":0.00037706606,"about_ca_system_score_gemma":0.00049600616,"threshold_uncertainty_score":0.97738343},"labels":[],"label_agreement":null},{"id":"W6997224552","doi":"","title":"Un regard psycho-socio-environnemental sur les risques côtiers : une étude de cas en France et au Canada","year":2021,"lang":"fr","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Urbanization; Context (archaeology); Politics; Work (physics); Sociocultural evolution; Civil society; Climate change","score_opus":0.010255934424896111,"score_gpt":0.25216057242252166,"score_spread":0.24190463799762554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997224552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7449144,0.0028291703,0.0077597667,0.07529662,0.0012335161,0.0006538738,0.00011975328,0.00014670086,0.16704619],"genre_scores_gemma":[0.8815339,0.011251683,0.006406977,0.0007145652,0.00009155277,0.0001015082,0.0015448369,0.00006803082,0.09828691],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9870594,0.009601688,0.00068472326,0.0008999489,0.0010170467,0.0007371798],"domain_scores_gemma":[0.9957373,0.0010994549,0.0005992293,0.0010544322,0.0011209965,0.00038856507],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050793006,0.00048465273,0.00048546246,0.00013017267,0.0017810412,0.0003421692,0.0012133198,0.00042634123,0.0016125042],"category_scores_gemma":[0.0010098921,0.0005866411,0.00028757885,0.0008204474,0.00049698335,0.00029355002,0.00022795057,0.00070592,0.000045690944],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029666222,0.0011776563,0.054875676,0.00038669928,0.00043197855,0.000045890847,0.5063429,0.00021897796,0.0015697147,0.25762308,0.012777018,0.16452073],"study_design_scores_gemma":[0.0009909106,0.0000015272892,0.23419301,0.0017829095,0.00020635875,0.0000048995,0.10487719,0.0011101677,0.0035835407,0.0006477043,0.6515503,0.0010514627],"about_ca_topic_score_codex":0.9405348,"about_ca_topic_score_gemma":0.9921352,"teacher_disagreement_score":0.6387733,"about_ca_system_score_codex":0.0016052292,"about_ca_system_score_gemma":0.0019643363,"threshold_uncertainty_score":0.9996585},"labels":[],"label_agreement":null},{"id":"W7000730395","doi":"","title":"Greg McNab on Canada's Regulatory Landscape, M&amp;A, ESG, and Uranium in 2025","year":2024,"lang":"en","type":"other","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Uranium; Work (physics); Government (linguistics)","score_opus":0.018497020290372708,"score_gpt":0.2951320905531067,"score_spread":0.276635070262734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000730395","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000113597365,0.00068741024,0.000005146969,0.003098046,0.0007951567,0.00023457066,0.000007796309,0.000107559594,0.9949507],"genre_scores_gemma":[0.003756744,0.0012727971,0.000030281883,0.0009880034,0.00030722626,0.000011816355,0.000006989885,0.00007393327,0.9935522],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990447,0.000058369118,0.00010525867,0.0002806623,0.00031314537,0.00019782974],"domain_scores_gemma":[0.9996999,0.000012184129,0.0000316886,0.00016337217,0.0000076034494,0.00008524115],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017411867,0.00012818813,0.00015691077,0.00020934339,0.000045525863,0.000059159695,0.00011726272,0.00015336348,0.012938792],"category_scores_gemma":[0.000011234731,0.000111315414,0.000025293291,0.0001593841,0.000062829524,0.000015427651,0.000040467774,0.00013230258,0.0004375077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016072211,0.000006921404,0.00016751005,0.00003051284,0.000011478358,0.000012805331,0.000454298,3.613759e-7,1.1736042e-7,0.020836582,0.9755453,0.002932533],"study_design_scores_gemma":[0.00009232035,0.000004112742,0.0013936238,0.00009490391,0.0000090037465,1.3822925e-7,0.0012072693,0.0000013004022,7.0780565e-8,0.00018899505,0.99686563,0.00014263132],"about_ca_topic_score_codex":0.8801664,"about_ca_topic_score_gemma":0.9977486,"teacher_disagreement_score":0.11758219,"about_ca_system_score_codex":0.0001385032,"about_ca_system_score_gemma":0.00023385405,"threshold_uncertainty_score":0.9879635},"labels":[],"label_agreement":null},{"id":"W7002248158","doi":"","title":"The Moral Imperative of Green Nuclear Energy Production","year":2020,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Global warming; Climate change; Greenhouse gas; Limiting; Runaway climate change; Greenhouse effect; Global temperature; Arctic; The arctic","score_opus":0.025465363996442076,"score_gpt":0.2720044558558351,"score_spread":0.24653909185939302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002248158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40837723,0.00037135844,0.00017150825,0.18417877,0.0015154069,0.0008126426,0.000010938732,0.0004042455,0.4041579],"genre_scores_gemma":[0.9883992,0.00037723946,0.00013893408,0.0019946538,0.0006063437,0.000010017712,0.0000017086527,0.00000836746,0.00846353],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910146,0.0001679834,0.00013681523,0.00016663597,0.00027082535,0.00015630506],"domain_scores_gemma":[0.99959975,0.000015851512,0.00006162797,0.00013350786,0.000072991555,0.00011627143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025545084,0.00006124629,0.000084711995,0.00001055126,0.00059751485,0.000068514615,0.00021079727,0.00003537711,0.00055842753],"category_scores_gemma":[0.00009801821,0.00004645438,0.000052699655,0.0001780171,0.00027206482,0.00019864104,0.000055135075,0.00007909513,0.00015483842],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031048352,0.000021718346,0.0002025816,0.0000051610823,0.000021331003,9.579513e-7,0.014569064,0.000025789377,0.001074316,0.940424,0.033632804,0.009991196],"study_design_scores_gemma":[0.000103940045,0.000049860795,0.00080957083,0.0000041258863,0.0000085598895,9.596691e-8,0.010458736,0.000052596784,0.00019096288,0.001956451,0.9862931,0.00007201576],"about_ca_topic_score_codex":0.014207148,"about_ca_topic_score_gemma":0.012715981,"teacher_disagreement_score":0.95266026,"about_ca_system_score_codex":0.00003885044,"about_ca_system_score_gemma":0.00003463521,"threshold_uncertainty_score":0.9923573},"labels":[],"label_agreement":null},{"id":"W7008095798","doi":"","title":"Assessing and responding to complex climate change risks","year":2021,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"African Academy of Sciences; International Development Research Centre; Government of the United Kingdom","keywords":"Climate change; CLARITY; Political economy of climate change; Risk assessment; Climate risk; Loss and damage; Focus (optics); Climate system","score_opus":0.17485017289603996,"score_gpt":0.3848609821257191,"score_spread":0.21001080922967916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008095798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5852401,0.000029222481,0.0063431025,0.012479642,0.000088403955,0.00064512476,0.00015689313,0.00010146822,0.394916],"genre_scores_gemma":[0.9615478,0.009094805,0.016790066,0.0001840389,0.000093865136,3.725616e-7,0.000060124607,0.000016843629,0.012212114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99667174,0.0011526468,0.000101073616,0.000513948,0.0007852397,0.0007753407],"domain_scores_gemma":[0.9983867,0.00030927025,0.000082956896,0.00031576314,0.00037919174,0.0005261411],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016341514,0.0001336036,0.00026454873,0.0013515396,0.0029840518,0.000161305,0.0006640561,0.0000895401,0.0009434559],"category_scores_gemma":[0.00014982783,0.00018986421,0.00011622902,0.0018695762,0.00095442176,0.000914127,0.0016468939,0.00036471395,0.000024427476],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012413593,0.00048848335,0.05661923,0.00028326476,0.00021097536,0.0015687092,0.13861646,0.000039265964,0.0044952235,0.5479119,0.02237394,0.22615121],"study_design_scores_gemma":[0.0005096295,0.00008488045,0.1108225,0.00007240494,0.000021496666,0.0000014832455,0.18117392,0.00018780603,0.000005586352,0.0006159803,0.7063445,0.00015986442],"about_ca_topic_score_codex":0.0034790325,"about_ca_topic_score_gemma":0.010685988,"teacher_disagreement_score":0.6839705,"about_ca_system_score_codex":0.00030444062,"about_ca_system_score_gemma":0.00020160474,"threshold_uncertainty_score":0.99996984},"labels":[],"label_agreement":null},{"id":"W7008620090","doi":"","title":"Comparación transcultural de la percepción de riesgo en diferentes grupos sociales y culturales: aportes de la evaluación psicológica a la psicología ambiental Cross-cultural comparison of risk perceptions in different social and cultural groups: psychological assessment contributions to environmental psychology","year":2011,"lang":"es","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Affect (linguistics); Social risk; Risk perception; Social impact","score_opus":0.256972055591871,"score_gpt":0.6447588154557973,"score_spread":0.3877867598639263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008620090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919523,0.0008766152,0.00030193428,0.0006717039,0.00028061093,0.0013490437,0.00076380285,0.000059867645,0.003744105],"genre_scores_gemma":[0.97727835,0.021092795,0.0006706013,0.00018060011,0.00030037138,0.00027942887,0.00009813304,0.000037093952,0.000062594976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9876783,0.007851153,0.0015937148,0.00088859815,0.00094926043,0.0010389717],"domain_scores_gemma":[0.9967039,0.0011116049,0.0010872064,0.0002752636,0.00022413275,0.00059787196],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0034674022,0.0007453966,0.0016195095,0.00044075254,0.0016547778,0.0019601923,0.0019978625,0.00075994834,0.0048228987],"category_scores_gemma":[0.00045097966,0.00058671815,0.00065858086,0.0006105795,0.005597567,0.0016030027,0.0006598585,0.0014419089,0.00001265369],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054262346,0.0046147713,0.8350795,0.000054571254,0.0003125752,0.000016295922,0.09214461,0.000035536676,0.05633309,0.0032301769,0.0038897193,0.003746542],"study_design_scores_gemma":[0.0025874968,0.00015715559,0.9421791,0.00020800995,0.00044914518,0.00003789446,0.04841662,0.000093173105,0.00025220198,0.0037494998,0.0012065988,0.0006631187],"about_ca_topic_score_codex":0.0037639649,"about_ca_topic_score_gemma":0.0013162089,"teacher_disagreement_score":0.10709961,"about_ca_system_score_codex":0.0013303454,"about_ca_system_score_gemma":0.0001587842,"threshold_uncertainty_score":0.9996584},"labels":[],"label_agreement":null},{"id":"W7009299690","doi":"","title":"Digital Identity Construction Of Environmental Movements Through Media Access: The Anti-Nuclear Movement In Belgium And The Anti-Pipeline Movement In Canada","year":2019,"lang":"en","type":"article","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social movement; Social media; Environmental communication; Digital media; Legitimacy; Dilemma; Identity (music); Public sphere; Environmental movement; Field (mathematics)","score_opus":0.008352523881210742,"score_gpt":0.2063436540994565,"score_spread":0.19799113021824577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009299690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9248147,0.00021956915,0.00032826632,0.008680438,0.00021792264,0.0014979899,0.00025909385,0.000048676284,0.063933365],"genre_scores_gemma":[0.9909975,0.002796758,0.00005936794,0.0023395019,0.000044981964,0.000004697049,0.00006154931,0.00003280005,0.0036628607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9968266,0.00038672148,0.00043963414,0.0006693467,0.0008604329,0.00081724965],"domain_scores_gemma":[0.9983091,0.00040494232,0.00041474166,0.00052330754,0.00007313566,0.00027478547],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007163894,0.00043589988,0.0006277348,0.00041952968,0.0011167245,0.0009937992,0.0019789503,0.0001755345,0.00046506393],"category_scores_gemma":[0.00007337395,0.0003629422,0.00018637648,0.0011306935,0.0016139023,0.0031673138,0.0033352885,0.00042157347,0.000013238713],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023930466,0.0002906597,0.21100736,0.000108056105,0.00034848816,0.00027530198,0.22735968,0.0012450643,0.000091782575,0.54070336,0.0012345619,0.0149426395],"study_design_scores_gemma":[0.01570459,0.00013827987,0.41874728,0.00024252106,0.00025112924,0.000022222996,0.25945923,0.0022337076,0.00012032613,0.01550483,0.28626966,0.0013061954],"about_ca_topic_score_codex":0.22773212,"about_ca_topic_score_gemma":0.113186434,"teacher_disagreement_score":0.5251985,"about_ca_system_score_codex":0.0025537123,"about_ca_system_score_gemma":0.00044109672,"threshold_uncertainty_score":0.9998823},"labels":[],"label_agreement":null},{"id":"W7009591427","doi":"","title":"ERIC ED540502: Signposts to Literacy for Sustainable Development","year":2008,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Literacy; Agency (philosophy); Sustainable development; Action (physics); Lifelong learning; Subject (documents); Adult literacy","score_opus":0.008885183143281686,"score_gpt":0.23229746674051713,"score_spread":0.22341228359723544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009591427","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027531296,0.00011326581,0.0000110407955,0.00037675194,0.000225423,0.0016087387,0.000019085326,0.00019808672,0.9974201],"genre_scores_gemma":[0.00013958965,0.0005398567,0.0075774253,0.00079507666,0.0002364325,0.00012997507,0.000100260266,0.000079927166,0.99040145],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825406,0.000068372356,0.00049429835,0.0002066207,0.000495328,0.00048129936],"domain_scores_gemma":[0.9988084,0.00006817414,0.00031919903,0.0002212183,0.00038167377,0.00020137029],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003830743,0.0002434355,0.00030398447,0.0001623618,0.000320939,0.00012637777,0.00036436878,0.0002500443,0.2653402],"category_scores_gemma":[0.0002101558,0.00025670556,0.00011958496,0.000019422805,0.00010014906,5.507943e-7,0.000098609074,0.0000989909,0.011357157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040181876,0.00003984916,5.1864873e-7,0.00033577054,0.00003098216,0.000009822745,0.0062529296,0.00006324104,3.066781e-8,0.0003030615,0.98483,0.00809357],"study_design_scores_gemma":[0.00030137587,0.00007428246,0.000008798493,0.00012199205,0.000016615102,0.0000022969791,0.0020512051,0.0000017873051,0.0000010723936,0.000008289353,0.99710256,0.00030974843],"about_ca_topic_score_codex":0.009775832,"about_ca_topic_score_gemma":0.0031203364,"teacher_disagreement_score":0.25398305,"about_ca_system_score_codex":0.00020568898,"about_ca_system_score_gemma":0.00013993624,"threshold_uncertainty_score":0.9999885},"labels":[],"label_agreement":null},{"id":"W7010290172","doi":"","title":"How Can Risk Science Contribute to Risk Education for Children and Teenagers? Exploring Emerging Practices","year":2019,"lang":"en","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Risk management; Risk perception; Risk society; Science education; Risk communication; IT risk; IT risk management","score_opus":0.05554290952778289,"score_gpt":0.361036426253123,"score_spread":0.3054935167253401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010290172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97856975,0.000113962065,0.0027867837,0.0034175352,0.00045200146,0.0028826003,0.00043018837,0.000039235798,0.011307931],"genre_scores_gemma":[0.9434589,0.01765045,0.0097033195,0.00002676944,0.0002647439,0.000030798703,0.0005654315,0.000028885084,0.028270695],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99711186,0.0005369012,0.0000988492,0.00060658366,0.0010862054,0.0005595974],"domain_scores_gemma":[0.9976343,0.00048555518,0.0004922745,0.00028577447,0.00076736015,0.00033473445],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036687,0.00013270424,0.00022903242,0.0012311161,0.0030741077,0.00028639776,0.0007731207,0.00006983027,0.00003983954],"category_scores_gemma":[0.003106383,0.00016133896,0.0000875838,0.00076430495,0.0006042031,0.00088970544,0.00021565294,0.00045220106,0.000016618686],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007159244,0.0002401596,0.022593377,0.00032363637,0.00024924066,0.0000028761194,0.4018059,0.0000241915,0.0019159322,0.022764368,0.016640931,0.5327234],"study_design_scores_gemma":[0.00050987885,0.00021958552,0.37592685,0.0001800542,0.00009006245,1.5586966e-7,0.556291,0.00010750082,0.000033097484,0.0023764733,0.06398034,0.0002850203],"about_ca_topic_score_codex":0.0592933,"about_ca_topic_score_gemma":0.054940734,"teacher_disagreement_score":0.53243846,"about_ca_system_score_codex":0.00024627376,"about_ca_system_score_gemma":0.0012051057,"threshold_uncertainty_score":0.9982238},"labels":[],"label_agreement":null},{"id":"W7010452875","doi":"","title":"Health Canada introduces online reporting of radiation exposure","year":2002,"lang":"en","type":"article","venue":"PubMed Central","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Radiation exposure; MEDLINE; Occupational exposure; Health physics; Exposure assessment","score_opus":0.038226399393677446,"score_gpt":0.28178637103815724,"score_spread":0.2435599716444798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010452875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9469786,0.0005187259,0.0000613312,0.04303848,0.0018361436,0.00039906264,0.000011775858,0.00004567828,0.007110187],"genre_scores_gemma":[0.99575824,0.0008619205,0.00011003584,0.00061716273,0.00059583393,0.000009147732,0.000012292684,0.0000033694266,0.0020319722],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984433,0.00008920252,0.00046828628,0.00011599731,0.00031217272,0.00057101744],"domain_scores_gemma":[0.9991297,0.000010496718,0.0005307209,0.00008752009,0.000022282464,0.0002192699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081999437,0.00004394876,0.000121440964,0.000027369502,0.00014869538,0.000016517599,0.00008225619,0.000019161214,0.0002773991],"category_scores_gemma":[0.00056203664,0.00004362268,0.00002665768,0.00014235041,0.00003588225,0.000080498,0.000010473247,0.000050408507,0.0000010779585],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018767652,0.0000681697,0.09245683,0.00001559255,0.000010755751,0.0000021733497,0.009829284,0.00008135343,0.0000030608599,0.0010862402,0.092020094,0.8044246],"study_design_scores_gemma":[0.00008995967,0.000006515017,0.62153316,0.0000029710118,0.0000028181526,2.0612917e-7,0.0026109165,0.00004783494,0.000012002226,0.000013453696,0.37563756,0.000042589247],"about_ca_topic_score_codex":0.61178505,"about_ca_topic_score_gemma":0.91279113,"teacher_disagreement_score":0.80438197,"about_ca_system_score_codex":0.00049044396,"about_ca_system_score_gemma":0.00025049588,"threshold_uncertainty_score":0.3908001},"labels":[],"label_agreement":null},{"id":"W7014386634","doi":"","title":"Pandemic and Protective Health Behaviour: How do Brussels citizens view the Covid pandemic and Future pandemics? A Qualitative study.","year":2024,"lang":"en","type":"article","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Pandemic; Preparedness; Thematic analysis; Focus group; Qualitative research; Coronavirus disease 2019 (COVID-19); Vision","score_opus":0.02237890544048768,"score_gpt":0.27812045477752995,"score_spread":0.2557415493370423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014386634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89695585,0.004944531,0.002994838,0.06753134,0.0002746432,0.0043548704,0.00043558844,0.00077624526,0.02173212],"genre_scores_gemma":[0.97289234,0.01210772,0.00011590851,0.0024960893,0.00021665181,0.00002936331,0.000054244785,0.000069371,0.012018289],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99495643,0.0017263835,0.00033756625,0.001194776,0.00069548376,0.0010893712],"domain_scores_gemma":[0.99703753,0.0009617396,0.00032683922,0.00053534535,0.00020549147,0.0009330407],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0021830823,0.0006708881,0.0007992058,0.00073924736,0.004161857,0.0028478438,0.0014148365,0.0003814412,0.000115935036],"category_scores_gemma":[0.00013282674,0.00056274736,0.00027246514,0.0017177868,0.0019843539,0.001544843,0.0021376575,0.00094140175,0.000013286104],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084005174,0.000090675036,0.011636862,0.00013403753,0.00037923257,0.0002872759,0.78008425,0.000010996073,0.000009300294,0.17328313,0.0023855562,0.030858612],"study_design_scores_gemma":[0.00233971,0.0003405116,0.01116334,0.00014465494,0.0003418719,0.00013754531,0.45121735,0.00011987162,0.00000203288,0.0063503585,0.5271406,0.0007021205],"about_ca_topic_score_codex":0.0043974416,"about_ca_topic_score_gemma":0.0023920606,"teacher_disagreement_score":0.52475506,"about_ca_system_score_codex":0.0020227626,"about_ca_system_score_gemma":0.00071840215,"threshold_uncertainty_score":0.9996824},"labels":[],"label_agreement":null},{"id":"W7014771101","doi":"","title":"Réceptions de campagnes de communication\\n publiques sur le risque volcanique","year":2023,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Nova scotia; Quarter (Canadian coin); Publics","score_opus":0.016177357735195283,"score_gpt":0.21998670203478082,"score_spread":0.20380934429958553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014771101","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29226887,0.013869114,0.002916861,0.6348123,0.0004135037,0.00050514,0.000082094855,0.00079168257,0.05434043],"genre_scores_gemma":[0.26886454,0.17202422,0.0024801025,0.0017924437,0.00020466301,0.000037144397,0.000082328865,0.00003948082,0.55447507],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978014,0.00073292654,0.00018879461,0.000289884,0.00027356966,0.00071340357],"domain_scores_gemma":[0.9986452,0.00016635533,0.00014454938,0.0004945037,0.00019151554,0.0003579028],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010731019,0.00019079284,0.00021074849,0.00026788007,0.0020877316,0.00010089843,0.00070504163,0.00027346812,0.0010464721],"category_scores_gemma":[0.00011264603,0.00025452024,0.00019475295,0.0011425775,0.00042823746,0.0005851148,0.00044316927,0.0002811472,0.00085059303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011171384,0.00011151697,0.0010693573,0.000020816304,0.00006185572,0.00010363713,0.018059924,0.00082887744,0.0001392154,0.35101515,0.6113275,0.01725093],"study_design_scores_gemma":[0.00035511766,0.00003196008,0.009160985,0.00004282637,0.000080552236,0.000015354539,0.023805462,0.0029181673,0.000021444926,0.010892964,0.95242023,0.00025495674],"about_ca_topic_score_codex":0.35679135,"about_ca_topic_score_gemma":0.6866211,"teacher_disagreement_score":0.63301986,"about_ca_system_score_codex":0.010864316,"about_ca_system_score_gemma":0.000508388,"threshold_uncertainty_score":0.9999907},"labels":[],"label_agreement":null},{"id":"W7015105260","doi":"","title":"Retour vers le passÃ©: Le principe de prÃ©caution et la rÃ©gulation des substances toxiques au Canada","year":2010,"lang":"fr","type":"article","venue":"RACO (Revistes Catalanes amb Accés Obert) (Consorci de Serveis Universitaris de Catalunya)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Natural (archaeology); Subject (documents); Vulnerability (computing)","score_opus":0.010503809072966898,"score_gpt":0.25871566252233474,"score_spread":0.24821185344936786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015105260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9509916,0.0022178867,0.0009346733,0.01152363,0.0008757862,0.00071610935,0.00021722775,0.00023137167,0.032291725],"genre_scores_gemma":[0.9661278,0.004513431,0.002027077,0.000694903,0.0003779712,0.00002136951,0.0006311868,0.0000696867,0.025536533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954092,0.0012031818,0.00056969235,0.00083679584,0.0006341739,0.0013469921],"domain_scores_gemma":[0.9971834,0.00053232245,0.000507306,0.0007064633,0.00034430425,0.00072624837],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002098507,0.0005820568,0.0005593394,0.00025626156,0.0015458856,0.000342322,0.0010243609,0.0006041654,0.0004423816],"category_scores_gemma":[0.00035974057,0.00071921415,0.00029664216,0.0008751269,0.0012231156,0.0020229125,0.00027422348,0.0008261645,0.00005418307],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036371505,0.0008658928,0.30852503,0.0016213806,0.0007639349,0.0007142584,0.062838495,0.0038826102,0.005919,0.53255284,0.03580839,0.046144463],"study_design_scores_gemma":[0.0011331323,0.000088488036,0.24808764,0.00033785895,0.00036920645,0.00008969056,0.03419391,0.0015503217,0.0012134667,0.001478835,0.71036816,0.0010892993],"about_ca_topic_score_codex":0.8765025,"about_ca_topic_score_gemma":0.95544016,"teacher_disagreement_score":0.6745598,"about_ca_system_score_codex":0.0037037872,"about_ca_system_score_gemma":0.0069131083,"threshold_uncertainty_score":0.99975395},"labels":[],"label_agreement":null},{"id":"W7015981977","doi":"","title":"Water Secure and Climate Resilient Ontario: Developing a Transdisciplinary Water Risk Management Framework and Decision Support Tool to Guide Multi-Sector Sustainable Water Management Policies and Strategies","year":2024,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Water security; Risk management; Risk perception; Water supply; Risk assessment; Water industry; Water resources; Integrated water resources management","score_opus":0.010774141837244329,"score_gpt":0.2706336468787112,"score_spread":0.2598595050414669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015981977","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926107,0.00006998045,0.00042246009,0.0016925123,0.00029182795,0.0014416308,0.000018121207,0.00009749002,0.0033552581],"genre_scores_gemma":[0.19737794,0.007948311,0.033845,0.00011768845,0.000056518176,0.000022546208,0.0003540291,0.00007377,0.7602042],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997251,0.00009263142,0.00029877876,0.00084474514,0.00052326696,0.0009895897],"domain_scores_gemma":[0.9993004,0.000015744485,0.00006571124,0.00029100073,0.00012645157,0.00020066011],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008744615,0.0004173342,0.0004533139,0.0006719818,0.0014074512,0.00046773435,0.00031371095,0.00030724742,0.0005170613],"category_scores_gemma":[0.000002352591,0.00031277144,0.00010792931,0.00013149733,0.0002038979,0.00051530486,0.0008135327,0.0002939782,0.00007522451],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036761077,0.00004976091,0.00035226226,0.0018192697,0.00025996866,0.00028753025,0.9823183,0.000058060836,0.000097402124,0.009188694,0.0012944409,0.003906717],"study_design_scores_gemma":[0.000632728,0.00012935765,0.0110341925,0.00049926946,0.00046372347,0.0000015793361,0.91903454,0.00002137949,0.0001533639,0.0060701026,0.061384562,0.0005752206],"about_ca_topic_score_codex":0.124818355,"about_ca_topic_score_gemma":0.6039434,"teacher_disagreement_score":0.7952328,"about_ca_system_score_codex":0.00041451637,"about_ca_system_score_gemma":0.000047155703,"threshold_uncertainty_score":0.9999324},"labels":[],"label_agreement":null},{"id":"W7017878627","doi":"","title":"Canadian nuclear fuel waste, current contexts and future management prospects","year":2001,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear power; Context (archaeology); Spent nuclear fuel; Work (physics); Stakeholder; Politics; Radioactive waste; Process (computing); Typology","score_opus":0.010266503720964097,"score_gpt":0.24074127788226155,"score_spread":0.23047477416129744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017878627","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23778893,0.0027258326,0.000008356715,0.012850484,0.002395216,0.0017982172,0.000038137183,0.00010697616,0.7422878],"genre_scores_gemma":[0.8331557,0.03836007,0.00008192188,0.00008301592,0.00040318086,6.7686716e-7,0.000083021914,0.000017923014,0.12781447],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989632,0.00009572222,0.00008963198,0.00024421272,0.00033759573,0.00026966265],"domain_scores_gemma":[0.999334,0.0000111351765,0.00014815661,0.00022236504,0.0000957971,0.00018856615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002823541,0.00013980789,0.00018590652,0.00021220167,0.00085453724,0.000045831035,0.0004786603,0.00013121669,0.0008199018],"category_scores_gemma":[0.000004198528,0.00014370847,0.00009778311,0.0002737296,0.0001427986,0.00013039673,0.000058364796,0.00019002582,0.000054818982],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002053946,0.00010918109,0.00020992993,0.0007462122,0.00028674296,0.000087590895,0.16637237,0.0000022611564,0.00004448235,0.3348037,0.13452283,0.3626093],"study_design_scores_gemma":[0.00024001829,0.000017192298,0.033364832,0.000042870786,0.00013194725,2.3690252e-7,0.21588469,0.000003908366,8.869935e-8,0.0014762288,0.7486982,0.00013979869],"about_ca_topic_score_codex":0.108669825,"about_ca_topic_score_gemma":0.69836485,"teacher_disagreement_score":0.61447334,"about_ca_system_score_codex":0.00025671258,"about_ca_system_score_gemma":0.00011289634,"threshold_uncertainty_score":0.897735},"labels":[],"label_agreement":null},{"id":"W7018556880","doi":"","title":"Discourse analysis: a study of the social, political context of radioactive pollution effects on Indigenous Communities","year":2022,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Context (archaeology); Environmental justice; Politics; Radioactive contamination; Radioactive waste","score_opus":0.015194445108662783,"score_gpt":0.29327516242622287,"score_spread":0.27808071731756007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018556880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97700226,0.000030846873,0.000028682487,0.00017616549,0.0004125533,0.0009360685,0.00007046145,0.000027569855,0.0213154],"genre_scores_gemma":[0.98518544,0.000045429348,0.000002178765,0.000040290306,0.00004161804,0.0000046436885,0.00022414965,0.000011071945,0.014445176],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971617,0.0014710852,0.00020072253,0.00019077277,0.0007103474,0.00026535906],"domain_scores_gemma":[0.99902374,0.0000831427,0.00041725542,0.00029391484,0.00011610474,0.00006583489],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002309995,0.00017079304,0.00044127097,0.00088205846,0.0014037207,0.00002527299,0.00064743205,0.00013164789,0.00042304816],"category_scores_gemma":[0.000014757933,0.00016765344,0.00037996835,0.0014576606,0.00029514925,0.00009627077,0.00009254114,0.00035106906,0.0000018916954],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024859264,0.0013947993,0.0021355122,0.00007602439,0.0022647013,0.000009032365,0.90562314,0.00004003963,0.000013582789,0.08538437,0.00030715187,0.0025030556],"study_design_scores_gemma":[0.0005894022,0.00023678466,0.028566955,0.000031786218,0.0025642433,3.0011687e-8,0.9651454,0.0000022702468,0.000028347344,0.000037975155,0.0026537403,0.00014308012],"about_ca_topic_score_codex":0.046716474,"about_ca_topic_score_gemma":0.375457,"teacher_disagreement_score":0.32874054,"about_ca_system_score_codex":0.0004953103,"about_ca_system_score_gemma":0.00021897242,"threshold_uncertainty_score":0.9998963},"labels":[],"label_agreement":null},{"id":"W7019977035","doi":"","title":"Intégration de la toxicogénomique à l'évaluation du risque à la santé humaine : une étude exploratoire","year":2017,"lang":"fr","type":"other","venue":"Corpus Université Laval (Université Laval)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Health Canada; Institut National de Santé Publique du Québec","keywords":"Risk prevention; Poison control","score_opus":0.01585689449909487,"score_gpt":0.2493198689398371,"score_spread":0.23346297444074224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019977035","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10486113,0.0011232096,0.0058689476,0.0048441477,0.0009611807,0.0010178621,0.000069876165,0.00040831778,0.8808453],"genre_scores_gemma":[0.4681347,0.08020591,0.00073277886,0.00020872889,0.00085633254,0.000009788286,0.00016811005,0.00018639829,0.44949725],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99470955,0.0024186545,0.00032330246,0.0009924503,0.0007812443,0.0007747688],"domain_scores_gemma":[0.9970819,0.00038229435,0.0008762423,0.0008400354,0.0003097745,0.00050978735],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016434846,0.0007436469,0.0007403094,0.00075745734,0.0025643427,0.0003412462,0.0015040513,0.0012049509,0.0023668725],"category_scores_gemma":[0.00018650311,0.00092282647,0.00049246027,0.00081095565,0.0012778167,0.00096368894,0.00058436324,0.000758771,0.00033353045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031786956,0.0006203607,0.0051499926,0.00017437708,0.0006539861,0.0011101248,0.16135766,0.0007736237,0.0077347346,0.2634262,0.03907478,0.5196063],"study_design_scores_gemma":[0.002182351,0.00019649943,0.029099055,0.00048174462,0.0007460762,0.000019734307,0.018127011,0.00078330794,0.000465274,0.0017881967,0.9451029,0.0010078511],"about_ca_topic_score_codex":0.041617434,"about_ca_topic_score_gemma":0.1645644,"teacher_disagreement_score":0.9060281,"about_ca_system_score_codex":0.0038634685,"about_ca_system_score_gemma":0.0010129036,"threshold_uncertainty_score":0.99996054},"labels":[],"label_agreement":null},{"id":"W7023512045","doi":"","title":"Övervakad Naturlig Självrening som åtgärdsstrategi på förorenade områden","year":2009,"lang":"sv","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.02926631926327963,"score_gpt":0.3154154261923414,"score_spread":0.2861491069290618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023512045","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2688751,0.00363598,0.0092490185,0.3219844,0.008110239,0.0054809977,0.0022795873,0.004717003,0.3756677],"genre_scores_gemma":[0.96524644,0.002341847,0.014368479,0.0019991123,0.00057936105,0.00012259494,0.0022133929,0.000044005803,0.013084768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99492764,0.00014542537,0.0013034489,0.0013149305,0.0011858318,0.0011226977],"domain_scores_gemma":[0.99569833,0.00003522029,0.0010541352,0.001977655,0.00083809043,0.00039654414],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013107103,0.0006073301,0.0007168405,0.0016579055,0.0010969782,0.00043121565,0.0026738164,0.0009419524,0.0013659354],"category_scores_gemma":[0.0010812695,0.00064159563,0.000266508,0.0033904777,0.0016895372,0.0021883734,0.00065114227,0.0010885075,0.000574464],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006422027,0.0010456927,0.0010900183,0.00012838919,0.00018597791,0.000028830988,0.0011233666,0.00020245106,0.0019426692,0.64792794,0.21227427,0.13398619],"study_design_scores_gemma":[0.0011317481,0.00020107035,0.006259883,0.00025021448,0.00017531625,0.0000041493045,0.0026667695,0.0013225983,0.0008691698,0.001835557,0.98452246,0.0007610426],"about_ca_topic_score_codex":0.0019557744,"about_ca_topic_score_gemma":0.0011836477,"teacher_disagreement_score":0.7722482,"about_ca_system_score_codex":0.0003809803,"about_ca_system_score_gemma":0.0006840052,"threshold_uncertainty_score":0.9996035},"labels":[],"label_agreement":null},{"id":"W7025686598","doi":"","title":"100 000 years of nuclear waste: the challenge of democratic legitimacy in the long-term","year":2018,"lang":"fr","type":"article","venue":"Open Repository and Bibliography (University of Liège)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Democratic legitimacy; Legitimacy; Democracy; Public policy; Participatory democracy","score_opus":0.03216013307475459,"score_gpt":0.27786271022512227,"score_spread":0.24570257715036767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025686598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9051851,0.0009866379,0.000016125266,0.0046904674,0.00023978441,0.0004774562,0.0000070624155,0.000004430494,0.08839295],"genre_scores_gemma":[0.9841073,0.013775383,0.000102828744,0.00007997103,0.00006951225,3.696097e-7,6.969916e-7,0.0000041610083,0.0018597812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865085,0.00050216046,0.00018271364,0.00019640249,0.00030832604,0.00015957162],"domain_scores_gemma":[0.99920094,0.00008666858,0.00026547207,0.0003018317,0.000094873365,0.000050188344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085070275,0.000088178786,0.00021421422,0.0014390294,0.00046946495,0.000071703515,0.00096191606,0.0000861634,0.00038504513],"category_scores_gemma":[4.2824843e-7,0.00007590867,0.00015071314,0.00567902,0.0024470463,0.00053628796,0.00028687523,0.00011432959,0.000004535655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055930734,0.0021132764,0.5764009,0.00063807954,0.00064141443,0.00014853336,0.2587381,0.000008194642,0.0010594735,0.052396752,0.08126228,0.026033707],"study_design_scores_gemma":[0.00063749874,0.0005696795,0.9218012,0.0002947002,0.00018875446,0.000003669823,0.06645356,0.000036369904,0.000021003061,0.00065406645,0.009193896,0.00014558743],"about_ca_topic_score_codex":0.016533565,"about_ca_topic_score_gemma":0.0009748142,"teacher_disagreement_score":0.34540033,"about_ca_system_score_codex":0.0000073001383,"about_ca_system_score_gemma":0.000025667852,"threshold_uncertainty_score":0.99001545},"labels":[],"label_agreement":null},{"id":"W7027425370","doi":"","title":"Communication of food-related risks","year":2001,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk management; Risk communication; Risk assessment; Bovine spongiform encephalopathy; Key (lock); Order (exchange); Food safety","score_opus":0.09279190978453594,"score_gpt":0.3844683798542022,"score_spread":0.29167647006966624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027425370","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2659365,0.000031811203,0.00026053344,0.0019268491,0.000031457985,0.00007369019,1.5528269e-7,0.000044063734,0.73169494],"genre_scores_gemma":[0.97318095,0.0015995763,0.00030776995,0.000104045284,0.000006096435,0.0000023018351,0.0000014620599,0.0000013618056,0.024796415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996499,0.00007577513,0.00008123103,0.00003669453,0.000099001416,0.000057414625],"domain_scores_gemma":[0.99978524,0.000015529637,0.00003066683,0.00011717264,0.000029265497,0.00002209316],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028154525,0.000018140681,0.00003385626,0.000025119012,0.000112677924,0.000008676122,0.00011417071,0.000025078894,0.0032031864],"category_scores_gemma":[0.000018784283,0.000016584045,0.000019689796,0.0001319809,0.00008363961,0.000059916132,0.000020651503,0.00002462292,0.000109840286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021988444,0.00008834495,0.0066447277,0.0000016441254,0.00001605004,8.8907e-8,0.01952125,0.00002700969,0.00005978105,0.88404894,0.014037173,0.07555278],"study_design_scores_gemma":[0.00026725294,0.000038477185,0.0675073,0.00000689858,0.000010257682,1.0295208e-7,0.017526371,0.000092866394,0.000038254046,0.017024579,0.89741033,0.000077314544],"about_ca_topic_score_codex":0.004460365,"about_ca_topic_score_gemma":0.0063898,"teacher_disagreement_score":0.88337314,"about_ca_system_score_codex":0.000015726913,"about_ca_system_score_gemma":0.0000085707,"threshold_uncertainty_score":0.997708},"labels":[],"label_agreement":null},{"id":"W7027888237","doi":"","title":"The Discursive Construction of Substance Use and Harm Reduction in Canadian Health Policy","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Harm reduction; Harm; Humanism; Health care; Politics; Public policy; Public health","score_opus":0.102625603620571,"score_gpt":0.36103111680618744,"score_spread":0.25840551318561644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027888237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897558,0.0001056651,0.00003455585,0.0093539115,0.00022535863,0.00019295145,0.000014559668,0.000018240798,0.00029892533],"genre_scores_gemma":[0.9914683,0.0036982815,0.000033748307,0.00016402146,0.000052601717,5.1092803e-7,0.000007263534,0.0000063722173,0.0045689037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985942,0.000473062,0.00014843828,0.00023117746,0.00020081778,0.0003522779],"domain_scores_gemma":[0.9992599,0.000041754167,0.000116262,0.00018117478,0.00013467175,0.00026625462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046975745,0.000084778796,0.00012504391,0.00030430555,0.0006233823,0.0002027608,0.0001720637,0.00006731583,0.000009808542],"category_scores_gemma":[0.000064358064,0.00008838828,0.000035605077,0.00069286104,0.0003703224,0.0010149943,0.000034073335,0.00017399005,0.000005889832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018127968,0.000017031585,0.9657751,0.000010089852,0.0000117667005,0.000021043248,0.01357343,0.0000060435955,0.00004670139,0.017142856,0.000002587827,0.0033752248],"study_design_scores_gemma":[0.00027503865,0.000016347658,0.9517285,0.000057964062,0.0000074117384,0.0000048772595,0.021300206,6.158907e-8,0.00006882654,0.0003807417,0.02606883,0.00009117442],"about_ca_topic_score_codex":0.08662669,"about_ca_topic_score_gemma":0.9700735,"teacher_disagreement_score":0.8834469,"about_ca_system_score_codex":0.00082785723,"about_ca_system_score_gemma":0.0008406929,"threshold_uncertainty_score":0.9194555},"labels":[],"label_agreement":null},{"id":"W7028114766","doi":"","title":"Do the research and end the nuclear hype in New Brunswick","year":2024,"lang":"en","type":"other","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Agency (philosophy); Work (physics)","score_opus":0.11592129759936382,"score_gpt":0.41739820472536704,"score_spread":0.3014769071260032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028114766","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004685914,0.001095478,0.0000013930152,0.038741305,0.00021026697,0.00036838095,3.8855117e-7,0.000060463935,0.95947546],"genre_scores_gemma":[0.0013598175,0.0074813496,0.000030605053,0.0005648279,0.00048363456,0.000002520167,2.5771556e-7,0.0000614066,0.99001557],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989535,0.00020708232,0.00006385415,0.00018405764,0.00039751406,0.00019399903],"domain_scores_gemma":[0.9996742,0.000057431793,0.000013421124,0.00019946514,0.000008695081,0.000046758116],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013657233,0.0000610618,0.0000659283,0.00011808012,0.00016150001,0.00032050777,0.00033092193,0.00009367154,0.03399092],"category_scores_gemma":[0.00003204825,0.00002951367,0.000021050537,0.00029981666,0.00043591563,0.000017667946,0.00016564275,0.00028843625,0.0035823472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.436087e-7,0.0000033993147,0.000011046217,0.000003801521,0.0000044230865,0.000001036532,0.006527796,1.4310956e-8,1.3046974e-7,0.32626677,0.657759,0.009421911],"study_design_scores_gemma":[0.00003414447,0.000007815047,0.00027130198,0.00002793959,0.000003119611,9.171246e-8,0.019951561,0.0000012998756,1.3956586e-8,0.006317236,0.97334415,0.0000413488],"about_ca_topic_score_codex":0.19593875,"about_ca_topic_score_gemma":0.44627273,"teacher_disagreement_score":0.31994954,"about_ca_system_score_codex":0.00003711202,"about_ca_system_score_gemma":0.00017857869,"threshold_uncertainty_score":0.99719346},"labels":[],"label_agreement":null},{"id":"W7037283305","doi":"","title":"Deliberative Democracy for the Future: The Case of Nuclear Waste Management in Canada","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deliberative democracy; Democracy; Deliberation; Nuclear energy policy; Radioactive waste; Public participation","score_opus":0.02167637069372502,"score_gpt":0.25592072418918876,"score_spread":0.23424435349546374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037283305","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35487616,0.000005167175,0.0004255026,0.02925218,0.0011327483,0.004772212,0.00006715993,0.00015957485,0.60930926],"genre_scores_gemma":[0.9133288,0.08543428,0.00017559789,0.0004980147,0.000121407895,0.000010845238,0.000004113947,0.0000135654755,0.00041336834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909174,0.0001799581,0.00011072162,0.00017658582,0.00017834101,0.00026262092],"domain_scores_gemma":[0.9994646,0.00016029131,0.0000699073,0.00021079511,0.000059979244,0.000034447592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038773537,0.000087377855,0.000097017786,0.0009816724,0.0007363714,0.00003044989,0.0004039486,0.000027942422,0.00004343465],"category_scores_gemma":[0.000016333706,0.00006293372,0.00006370828,0.0049993005,0.00010148906,0.00013879538,0.00016112592,0.00008804207,0.0000068003487],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019856113,0.00009911076,0.00019145818,0.00008942067,0.00032260953,0.0017980364,0.17544219,0.0012988086,0.0000010276406,0.22300461,0.045454934,0.5520992],"study_design_scores_gemma":[0.00029200292,0.000011340804,0.00015932547,0.0000056570584,0.000036131954,9.701154e-7,0.24197645,0.0010095335,0.0000012622759,0.0000067208944,0.7564383,0.000062273146],"about_ca_topic_score_codex":0.9819311,"about_ca_topic_score_gemma":0.9982832,"teacher_disagreement_score":0.7109834,"about_ca_system_score_codex":0.00046710126,"about_ca_system_score_gemma":0.00037072727,"threshold_uncertainty_score":0.56636477},"labels":[],"label_agreement":null},{"id":"W7038543062","doi":"","title":"Impact of culture and social inequality on risk communication : a case study of the Roseau River Anishinabe First Nation, Southern Manitoba / Melanie Goodchild. --","year":2003,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University; Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Social inequality; Inequality; Social risk; Field (mathematics); Social relation","score_opus":0.047218129112468074,"score_gpt":0.31344819131751545,"score_spread":0.26623006220504736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038543062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.942403,0.00008707648,0.0000043833934,0.00005319613,0.00014367358,0.000900119,0.00018486295,0.000031563468,0.05619209],"genre_scores_gemma":[0.9911514,0.000051425654,0.0000048060215,0.0000011855154,0.000032946413,0.0000033005256,0.00009836698,0.00001622838,0.008640373],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99717784,0.0017334225,0.00028797475,0.0002805715,0.00033619424,0.00018396889],"domain_scores_gemma":[0.9981644,0.00012207474,0.00062653073,0.00047547984,0.0005420955,0.0000694262],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005253705,0.00023725464,0.0003638856,0.00024486956,0.002022438,0.000048135673,0.0005972939,0.00028539458,0.00005097585],"category_scores_gemma":[0.00009452839,0.00020602453,0.00022835747,0.00075856893,0.00031962525,0.00015069949,0.00012965211,0.00045317592,0.0000072124353],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016072611,0.0022048475,0.29095653,0.000096274896,0.0003506223,0.0000142820445,0.6887915,0.0000135970595,0.000003008094,0.012559282,0.003171335,0.0016779656],"study_design_scores_gemma":[0.0015897924,0.00028486995,0.40223986,0.00009008645,0.000484859,0.0000014234955,0.57338125,0.000003938448,0.0000018580521,0.00020204669,0.021436602,0.00028342256],"about_ca_topic_score_codex":0.055555884,"about_ca_topic_score_gemma":0.9681286,"teacher_disagreement_score":0.91257274,"about_ca_system_score_codex":0.0005388798,"about_ca_system_score_gemma":0.0002048834,"threshold_uncertainty_score":0.9992768},"labels":[],"label_agreement":null},{"id":"W7039914135","doi":"","title":"Nuclear after Paris: any clearer?","year":2017,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear power; Nuclear energy policy; Greenhouse gas; Quarter (Canadian coin); Renewable energy; Climate change; Energy policy","score_opus":0.03943634083072948,"score_gpt":0.30122274812386957,"score_spread":0.26178640729314007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039914135","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37463292,0.000017071243,0.001251307,0.0072761206,0.00013826852,0.0005765177,0.00010230497,0.000120152436,0.6158853],"genre_scores_gemma":[0.94712645,0.006669581,0.0028644975,0.000055234574,0.000085961125,1.9569524e-7,0.000014562901,0.000019551671,0.043163985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967725,0.0006615252,0.00011158668,0.00052999146,0.0010556773,0.00086866826],"domain_scores_gemma":[0.9978887,0.0001263905,0.00018307174,0.00091163296,0.00035194526,0.00053829787],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0013506433,0.00016793724,0.0002899187,0.0005981253,0.00602288,0.00019258878,0.002469483,0.00015492801,0.0036266975],"category_scores_gemma":[0.00013432775,0.00022515842,0.00026062044,0.00034439034,0.0034649253,0.0013079824,0.0018991296,0.00057652505,0.00017095389],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053855916,0.0011585038,0.13347615,0.00025794786,0.0006047785,0.0018814659,0.13886361,0.000036093614,0.0004998656,0.4170526,0.1937181,0.10706528],"study_design_scores_gemma":[0.00076312077,0.00014891144,0.12154717,0.000045079993,0.000028859024,5.503984e-7,0.07686089,0.00016836838,0.0000014245567,0.0014999533,0.79873705,0.00019862203],"about_ca_topic_score_codex":0.01260226,"about_ca_topic_score_gemma":0.020229723,"teacher_disagreement_score":0.605019,"about_ca_system_score_codex":0.0003415564,"about_ca_system_score_gemma":0.0002825368,"threshold_uncertainty_score":0.9992471},"labels":[],"label_agreement":null},{"id":"W7067637004","doi":"","title":"Montagnac (34), Les Allées de Laval - Obanis. Un chemin antique dans la vallée de l’Hérault. Rapport de fouille","year":2024,"lang":"fr","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Antique; Prospection; Western europe; Treasure","score_opus":0.02435463137423326,"score_gpt":0.27136361882850074,"score_spread":0.24700898745426747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067637004","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14407536,0.0037259199,0.041739322,0.023535531,0.0005916364,0.0007830359,0.000099053905,0.00058442383,0.78486574],"genre_scores_gemma":[0.50455004,0.05470438,0.020187724,0.00032176913,0.00020749703,0.0002166794,0.0004252682,0.00015912566,0.4192275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9870877,0.008373826,0.00099297,0.0011865059,0.0011505444,0.0012084086],"domain_scores_gemma":[0.99445534,0.0013250117,0.0006758832,0.0015448406,0.0013346184,0.0006643341],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.020254983,0.00067264994,0.00070333265,0.00027982894,0.0011207584,0.00082822714,0.0018963652,0.0009618483,0.0013023511],"category_scores_gemma":[0.00168243,0.0007514856,0.0006611594,0.0009305069,0.0013938609,0.00027534703,0.0008836714,0.0011727855,0.00020290172],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002722038,0.0019264311,0.016346918,0.001024593,0.0007447511,0.00042896447,0.17818898,0.00012728707,0.019020502,0.49793005,0.07488739,0.20934692],"study_design_scores_gemma":[0.00043897724,0.0000017607044,0.007862634,0.0018345884,0.00039472754,0.00012548106,0.009698211,0.0026678524,0.01622415,0.005598961,0.9542339,0.0009187439],"about_ca_topic_score_codex":0.043495588,"about_ca_topic_score_gemma":0.04580528,"teacher_disagreement_score":0.87934655,"about_ca_system_score_codex":0.0018596977,"about_ca_system_score_gemma":0.0035058553,"threshold_uncertainty_score":0.9996106},"labels":[],"label_agreement":null},{"id":"W7070668728","doi":"","title":"Precaution in Canada-US trade policies: a comparison","year":2006,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compromise; Privilege (computing); Trade barrier; International trade law; Commercial policy; Multilateralism; Scientific evidence","score_opus":0.019244071930643553,"score_gpt":0.2638509289827652,"score_spread":0.24460685705212162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070668728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8877215,0.0001558276,0.000027589678,0.004303425,0.00040327077,0.00041350722,0.000020554387,0.00002828605,0.10692606],"genre_scores_gemma":[0.9811549,0.00033044565,0.000025361907,0.000055680834,0.000054687524,3.2953227e-7,0.00014700601,0.0000057132793,0.018225886],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998933,0.00016909707,0.00013490683,0.00014595898,0.0004096356,0.000207378],"domain_scores_gemma":[0.99951106,0.000040005543,0.00021625515,0.0001547915,0.000033332857,0.000044573702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025844126,0.00009815091,0.00021284031,0.00013177031,0.0003602435,0.000013449587,0.0004492021,0.00011015634,0.00024167376],"category_scores_gemma":[0.000011358793,0.00010749567,0.00008089215,0.00034485525,0.0000961089,0.000084666164,0.00002291979,0.00017541015,0.000011686276],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044293544,0.00033271773,0.019054504,0.00033738418,0.00016368681,0.00002901721,0.39372128,0.002583833,0.0023159743,0.017627174,0.5347635,0.028627967],"study_design_scores_gemma":[0.00017432355,0.0000097932825,0.6692449,0.000027071172,0.000049454226,4.704954e-8,0.18297043,0.0001132402,0.0000036275537,0.0000921844,0.1472122,0.00010271784],"about_ca_topic_score_codex":0.995608,"about_ca_topic_score_gemma":0.99961215,"teacher_disagreement_score":0.6501904,"about_ca_system_score_codex":0.00082457653,"about_ca_system_score_gemma":0.00085207436,"threshold_uncertainty_score":0.4383546},"labels":[],"label_agreement":null},{"id":"W7071129307","doi":"","title":"RISK-IN-CONTEXT: THE IMPACT OF A LOCAL LAND USE DISPUTE ON PERCEPTIONS OF TECHNOLOGICAL RISK","year":2009,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Explanatory power; Risk perception; Perception; Context (archaeology); Fiduciary; Hazard; Logistic regression; Equity (law)","score_opus":0.07045378808513865,"score_gpt":0.352127838959254,"score_spread":0.28167405087411534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071129307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972975,0.000014187225,0.0011890274,0.00029495457,0.00003523856,0.000360662,0.000049495582,0.00007109965,0.00068783393],"genre_scores_gemma":[0.99824584,0.00058879494,0.000014420743,0.000061206956,0.000019785106,7.087863e-7,0.000003726979,0.0000074096865,0.0010580956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980075,0.0007471698,0.0002418417,0.00030266348,0.00036963308,0.0003312178],"domain_scores_gemma":[0.9989108,0.00018001081,0.00027221613,0.00042534634,0.00009056926,0.00012108749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080848776,0.00017463457,0.00027217294,0.00041426433,0.00033904592,0.00008569549,0.00066749833,0.00019679939,0.000074768235],"category_scores_gemma":[0.00012814174,0.00013225709,0.0002527826,0.00068990176,0.000647022,0.00065878953,0.00011035084,0.0005494446,0.00005048067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119962366,0.00024821187,0.98365057,0.0000025474376,0.00003078079,0.00001729052,0.0022735,0.00040154828,0.000042074695,0.0010566942,0.0000016539112,0.012155192],"study_design_scores_gemma":[0.00062491366,0.0003187458,0.9919396,0.00005683299,0.000050653918,8.4037765e-7,0.0058062365,0.0000018555949,0.000025344374,0.00034630112,0.0006861675,0.00014252061],"about_ca_topic_score_codex":0.0010513553,"about_ca_topic_score_gemma":0.03315153,"teacher_disagreement_score":0.032100175,"about_ca_system_score_codex":0.00028853497,"about_ca_system_score_gemma":0.000068758054,"threshold_uncertainty_score":0.98449093},"labels":[],"label_agreement":null},{"id":"W7092183978","doi":"10.5281/zenodo.17373253","title":"Shah Jubaer's Theory of Anticipatory Risk Governance","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Centre","funders":"","keywords":"Precautionary principle; Harm; Corporate governance; Cornerstone; Risk governance; Uncertainty; Climate policy; Environmental governance; Sustainable development","score_opus":0.03673796948569252,"score_gpt":0.2941115072407491,"score_spread":0.25737353775505656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7092183978","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04033783,0.0008021885,0.008623878,0.001995041,0.00078065903,0.00096373155,0.000421217,0.00052615633,0.9455493],"genre_scores_gemma":[0.9689456,0.007831612,0.000113894945,0.00030288112,0.00015365049,4.715509e-8,0.00010545791,0.0005654526,0.021981355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99552214,0.002132768,0.000523348,0.00057777413,0.0007092442,0.0005347259],"domain_scores_gemma":[0.9979704,0.00007937323,0.00039900534,0.0006617433,0.0007028379,0.0001866541],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003518254,0.00020358006,0.00028469207,0.00024728946,0.004392439,0.0005796415,0.0017575894,0.00013399306,0.054777168],"category_scores_gemma":[0.0017318657,0.00022832592,0.00014927163,0.0013726973,0.0013617929,0.0003429987,0.0017055975,0.00040168437,0.006278011],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013025096,0.00036843872,0.00003259007,0.00017230508,0.00016329778,0.00000432535,0.015461862,0.00008231466,0.00033110296,0.3532849,0.27726272,0.3527059],"study_design_scores_gemma":[0.0005419113,0.00014269887,0.0071558147,0.00013760132,0.00009583153,0.0000010256803,0.008304677,0.0002454488,0.0000814164,0.002857528,0.9802325,0.00020356674],"about_ca_topic_score_codex":0.00022334782,"about_ca_topic_score_gemma":0.000005391297,"teacher_disagreement_score":0.9286078,"about_ca_system_score_codex":0.0003270776,"about_ca_system_score_gemma":0.000021399726,"threshold_uncertainty_score":0.9969037},"labels":[],"label_agreement":null},{"id":"W7094140455","doi":"","title":"Risk Perceptions and Food Safety Enhancing Technologies –\\nDoes Information Matter?","year":2016,"lang":"","type":"article","venue":"Insecta mundi","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Food safety; Outbreak; Quarter (Canadian coin); Productivity; Food supply; Perception; Risk perception; Media coverage","score_opus":0.010102275334032195,"score_gpt":0.2509677048617405,"score_spread":0.24086542952770834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7094140455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93231416,0.00023910149,0.016624622,0.011170423,0.0010935673,0.0009368262,0.00016764906,0.0006047273,0.036848914],"genre_scores_gemma":[0.97570246,0.021984221,0.00038633146,0.00027362478,0.00011521237,0.000054503493,0.000005445621,0.000013970862,0.0014642292],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99779123,0.00024949762,0.0006228748,0.00035120104,0.00042449372,0.000560702],"domain_scores_gemma":[0.9988197,0.0001769194,0.00034618555,0.00042613415,0.00011732834,0.00011374696],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007918746,0.0002735206,0.00026587796,0.00035971793,0.0016391929,0.0003818979,0.00039701324,0.00029752273,0.003486869],"category_scores_gemma":[0.0003264167,0.00020260824,0.00011646899,0.00041808948,0.0008772712,0.0021867217,0.00037416857,0.00023155818,0.0024247332],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059461625,0.00011043748,0.19402839,0.000108161796,0.00015266165,9.219727e-7,0.09012921,0.0000040840932,0.001568859,0.013687616,0.0055255876,0.6946246],"study_design_scores_gemma":[0.0011970972,0.00037103373,0.6907653,0.00027616834,0.00012718869,0.000004616072,0.03648227,0.00003821365,0.000046635356,0.0059625423,0.2640428,0.0006861364],"about_ca_topic_score_codex":0.007364851,"about_ca_topic_score_gemma":0.02496694,"teacher_disagreement_score":0.69393843,"about_ca_system_score_codex":0.0003199317,"about_ca_system_score_gemma":0.00007409827,"threshold_uncertainty_score":0.99966055},"labels":[],"label_agreement":null},{"id":"W7096010297","doi":"","title":"Alan Krupnick: Resources for the Future Willingness to Pay for Mortality Risk Reductions in Electric Power Generation","year":2011,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Baseline (sea); Public health; Risk perception; Electricity generation; Nuclear power; Willingness to pay; Power (physics)","score_opus":0.06069416270710468,"score_gpt":0.34071108216457396,"score_spread":0.28001691945746926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096010297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90198106,0.000089587,0.07245787,0.009714934,0.0015198314,0.0027747853,0.000014439699,0.00010565383,0.011341821],"genre_scores_gemma":[0.9894125,0.00036471811,0.0020653398,0.00048239905,0.00086515595,0.0003960622,0.000003930187,0.00000729615,0.0064026136],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992475,0.000086912965,0.00014657488,0.00018404798,0.00013326565,0.00020168858],"domain_scores_gemma":[0.9996324,0.00004087173,0.000048680362,0.00015266248,0.000074694224,0.00005066501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010104217,0.000061957246,0.00007003794,0.00005569816,0.0006578601,0.000055140037,0.00015951972,0.000052765787,0.00028428168],"category_scores_gemma":[0.00007983072,0.00003743458,0.0000619485,0.00028301813,0.000028149254,0.00009841555,0.000012793525,0.000054414162,0.000009456071],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015954977,0.00048861286,0.03624743,0.00001461345,0.00014196029,4.1015392e-7,0.30085352,0.000769249,0.00095709134,0.29982662,0.25103328,0.10950767],"study_design_scores_gemma":[0.0001885474,0.00007004755,0.13189141,0.000001552534,0.000035416477,5.7109094e-8,0.02533852,0.0006880942,0.00007512549,0.002218428,0.8393758,0.00011701326],"about_ca_topic_score_codex":0.004679929,"about_ca_topic_score_gemma":0.04726185,"teacher_disagreement_score":0.5883425,"about_ca_system_score_codex":0.000053894088,"about_ca_system_score_gemma":0.000032150285,"threshold_uncertainty_score":0.9701231},"labels":[],"label_agreement":null},{"id":"W7096251125","doi":"","title":"(NFPRER) Health Prioritization Sub-Group Assessment of Comparative Human Health Risk-based Prioritization Schemes","year":2003,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prioritization; Human health; Risk assessment; Oil refinery; Refinery; Health risk assessment","score_opus":0.05423347158913077,"score_gpt":0.4371370316048253,"score_spread":0.38290356001569453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096251125","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2656356,0.00034773146,0.59490573,0.0046403343,0.00050161686,0.0033797936,0.0000259818,0.00042217114,0.13014102],"genre_scores_gemma":[0.98351246,0.00073637674,0.01418579,0.0009144227,0.00004340817,0.000027849315,0.00007068492,0.000009813194,0.0004992036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99712384,0.0011933111,0.0005048207,0.0002806712,0.0005719685,0.00032542035],"domain_scores_gemma":[0.9989212,0.000051478615,0.00048737566,0.00018765016,0.00017231534,0.00017997164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020608178,0.00012655288,0.00029979993,0.00015097685,0.000972185,0.00006782351,0.00012171101,0.000055086453,0.00039612208],"category_scores_gemma":[0.000040638,0.00012961762,0.000064754626,0.00047922452,0.00015821602,0.00020612092,0.000014349979,0.00011070037,0.000009660536],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042626143,0.00047595354,0.0337574,0.00008954265,0.000021525375,1.461568e-7,0.0079915505,0.00033568192,0.00022644184,0.94729257,0.0051518437,0.0046530566],"study_design_scores_gemma":[0.0033247245,0.001211768,0.5195815,0.0002182219,0.00003684823,2.0349849e-7,0.034787297,0.00358599,0.000643009,0.005017071,0.43086553,0.00072782714],"about_ca_topic_score_codex":0.0033673104,"about_ca_topic_score_gemma":0.009442382,"teacher_disagreement_score":0.9422755,"about_ca_system_score_codex":0.0005177103,"about_ca_system_score_gemma":0.00069699925,"threshold_uncertainty_score":0.7477359},"labels":[],"label_agreement":null},{"id":"W7096815619","doi":"","title":"RISK ASSESSMENT AND USE OF RISK ACCEPTANCE CRITERIA FOR THE REGULATION OF DANGEROUS SUBSTANCES","year":2011,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Identification (biology); Hazardous waste; Risk management; Risk factor; Risk management tools","score_opus":0.10788715270949167,"score_gpt":0.3794447648931273,"score_spread":0.2715576121836356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096815619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9096124,0.000117887634,0.076875955,0.00018268327,0.00023573058,0.0006182957,0.00003139425,0.0000262623,0.012299373],"genre_scores_gemma":[0.97387296,0.0028797283,0.022483965,0.000024613271,0.000028731009,0.000018147573,9.915424e-7,0.0000029663768,0.00068790704],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99940604,0.00012062165,0.00015031676,0.000095667696,0.00014490083,0.00008243188],"domain_scores_gemma":[0.9993681,0.00019843102,0.00018431265,0.00012870702,0.00009943579,0.000021038653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006924703,0.000042127725,0.000081888254,0.000024202638,0.0001959545,0.000026446452,0.000092539405,0.000025639645,0.00053565635],"category_scores_gemma":[0.00008334256,0.00002806799,0.000033253997,0.00008088911,0.0002052121,0.00023740651,0.000018757079,0.0000244593,6.0518244e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012712504,0.00015790024,0.23957738,0.000035095432,0.00009057368,8.164514e-8,0.0915467,0.000027970933,0.00075888366,0.20730178,0.008220584,0.45215595],"study_design_scores_gemma":[0.00015448453,0.000033130134,0.96717024,0.0000053007225,0.000047008245,1.6176157e-8,0.010484459,0.00045598033,0.00016052509,0.0043902914,0.017052062,0.000046504647],"about_ca_topic_score_codex":0.005879722,"about_ca_topic_score_gemma":0.0109911375,"teacher_disagreement_score":0.7275929,"about_ca_system_score_codex":0.000015496324,"about_ca_system_score_gemma":0.000014207139,"threshold_uncertainty_score":0.888842},"labels":[],"label_agreement":null},{"id":"W7096881104","doi":"","title":"Scenario-based risk analysis within an analytic-deliberative framework for regional risk reduction planning","year":2007,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Risk management; Reduction (mathematics); Regional planning; Risk assessment; Land-use planning","score_opus":0.06690889587219223,"score_gpt":0.40471392424743147,"score_spread":0.33780502837523924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096881104","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19243085,0.000015444142,0.8016676,0.0008518605,0.00021033396,0.0003536539,0.000008527744,0.00015677621,0.0043049585],"genre_scores_gemma":[0.85406387,0.000047466216,0.14269477,0.00044995273,0.0004514664,0.00001998764,0.000044931476,0.000011148824,0.0022164134],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.9982107,0.00026522836,0.00032663226,0.00040400878,0.00045724702,0.00033614945],"domain_scores_gemma":[0.99883276,0.00022166394,0.00029794942,0.00024117548,0.00019798159,0.00020846938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003355196,0.00013042377,0.00020169081,0.00041694284,0.0012808166,0.00015422478,0.00017509387,0.00015413482,0.0005188458],"category_scores_gemma":[0.0002977013,0.00011821151,0.00021476061,0.0011993439,0.00019741707,0.00027910018,0.000012499005,0.00021701804,0.000018160385],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001001769,0.00071858044,0.11161429,0.000014752247,0.0019813767,0.000007309531,0.23931654,0.30027056,0.000054339835,0.2874157,0.017227674,0.04037708],"study_design_scores_gemma":[0.0019240713,0.00067701406,0.25128955,0.00006682185,0.004340006,5.863805e-7,0.3539914,0.2209246,0.00023583998,0.09931059,0.06578121,0.001458335],"about_ca_topic_score_codex":0.0072923033,"about_ca_topic_score_gemma":0.0126573,"teacher_disagreement_score":0.661633,"about_ca_system_score_codex":0.00018605754,"about_ca_system_score_gemma":0.000090038746,"threshold_uncertainty_score":0.99931824},"labels":[],"label_agreement":null},{"id":"W7097600641","doi":"","title":"SCIENCE AND CULTURE IN THE ENVIRONMENTAL STATE The Case of Reactor Layups at Ontario Hydro","year":2001,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology of scientific knowledge; Neglect; Relevance (law); Body of knowledge; State (computer science); Scientific evidence; General knowledge","score_opus":0.018738638541151775,"score_gpt":0.2789820751802536,"score_spread":0.2602434366391018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097600641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9059116,0.000013276545,0.0000026330638,0.0017802216,0.000025824042,0.00016354892,9.629427e-7,0.0000040821474,0.09209781],"genre_scores_gemma":[0.9703589,0.0003253867,0.000023483663,0.0005421037,0.000009589672,0.0000033398724,3.295031e-7,9.4075136e-7,0.028735906],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994128,0.00006039087,0.000067714915,0.00009906816,0.00023823752,0.00012178676],"domain_scores_gemma":[0.99981755,0.00002011408,0.000024282494,0.00010267759,0.000005553954,0.000029849969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090004806,0.00003571373,0.000035550504,0.000025149808,0.0003630014,0.000042336163,0.00016176638,0.000012423785,0.0006780073],"category_scores_gemma":[0.000013187564,0.000017280003,0.000011233294,0.00016328262,0.0006662213,0.00012323553,0.0000659663,0.000051145555,0.000014917592],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001731431,0.00014134512,0.044572197,0.0000017985882,0.0000051472875,0.00017063941,0.9123641,0.000008664858,0.0027389002,0.010533553,0.010928477,0.018517822],"study_design_scores_gemma":[0.00015576683,0.000033320484,0.08421579,0.000001717282,0.000004806244,0.00003098423,0.07895306,0.00002879249,0.000039680992,0.00037451417,0.8361028,0.00005879004],"about_ca_topic_score_codex":0.13188414,"about_ca_topic_score_gemma":0.79176295,"teacher_disagreement_score":0.8334111,"about_ca_system_score_codex":0.00019850585,"about_ca_system_score_gemma":0.000040319042,"threshold_uncertainty_score":0.8738967},"labels":[],"label_agreement":null},{"id":"W7097609165","doi":"","title":"Pedagogy of Risk:","year":2016,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Event (particle physics); At-risk students; Risk management; Teaching method","score_opus":0.026425041173540907,"score_gpt":0.37675403756129017,"score_spread":0.3503289963877493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097609165","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17113397,0.0000060467155,0.006369468,0.0036420808,0.00011868854,0.000045739853,0.000001101963,0.000038463724,0.81864446],"genre_scores_gemma":[0.9480433,0.00052844867,0.00028596996,0.00005447577,0.000040070165,9.3645224e-7,3.9962863e-8,8.982845e-7,0.05104585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997306,0.000040810355,0.00004376515,0.000039201,0.0000874904,0.000058153495],"domain_scores_gemma":[0.99985796,0.000031285555,0.000019489493,0.000050192677,0.000017764767,0.000023292188],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020440128,0.000013411876,0.000026373738,0.00001711983,0.00004774967,0.000002892376,0.000055083965,0.0000121002995,0.008784294],"category_scores_gemma":[0.0000633791,0.000007598982,0.00001734959,0.00003326725,0.00007505808,0.000039412163,0.000011363613,0.0000061372357,0.0003290228],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024394574,0.000018230847,0.013797752,7.0298313e-7,0.0000033601648,1.2541385e-7,0.007549398,1.4523064e-7,0.000266995,0.5220356,0.021835627,0.43448964],"study_design_scores_gemma":[0.00009964056,0.0000064317023,0.04865475,0.0000018261381,0.000002477752,7.73208e-9,0.004352328,4.188964e-7,0.00007684563,0.0036745425,0.94310564,0.00002508598],"about_ca_topic_score_codex":0.002789561,"about_ca_topic_score_gemma":0.0055105207,"teacher_disagreement_score":0.92127,"about_ca_system_score_codex":0.000009703172,"about_ca_system_score_gemma":0.000015046703,"threshold_uncertainty_score":0.9921218},"labels":[],"label_agreement":null},{"id":"W7098150305","doi":"","title":"13 Copyright © Canadian Academy of Oriental and Occidental Culture Internet Rumors and Intercultural Ethics-- A Case Study of Panic-stricken Rush for Salt in China and Iodine Pill in America After Japanese Earthquake","year":2012,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; The Internet; Pill; Gold rush","score_opus":0.028063441038160487,"score_gpt":0.3398531681303436,"score_spread":0.3117897270921831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098150305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99782443,0.00013527084,0.0000015707881,0.00060113956,0.000056259705,0.0007974506,0.000024913677,0.000006946533,0.0005520381],"genre_scores_gemma":[0.9987944,0.00021910934,0.0000656471,0.00029443842,0.00003010095,0.00003817758,0.0000046399505,0.0000056455406,0.0005478828],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99892527,0.00015891755,0.0002796697,0.00020135644,0.00015763515,0.00027714946],"domain_scores_gemma":[0.99958616,0.00004238468,0.00007386802,0.00004695252,0.000021354555,0.00022924562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046698243,0.00012274571,0.00023054602,0.00017533779,0.00007922926,0.000036842786,0.00007587923,0.00011462832,0.00013082277],"category_scores_gemma":[0.000052296386,0.00009343433,0.000022842469,0.00021242295,0.00026589638,0.00030902287,0.00008454467,0.0002180226,9.402031e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007796347,0.000157422,0.30098405,0.000028288618,0.000017027696,0.000022480073,0.69615424,3.7032547e-7,0.000030020554,0.00015656762,0.0005756343,0.0017959509],"study_design_scores_gemma":[0.001244341,0.00023469666,0.46807313,0.000029637671,0.000020172556,0.000033500663,0.52390283,0.000050650367,0.000010858216,0.0000150114,0.006240365,0.00014480964],"about_ca_topic_score_codex":0.61833256,"about_ca_topic_score_gemma":0.88050896,"teacher_disagreement_score":0.2621764,"about_ca_system_score_codex":0.00008213382,"about_ca_system_score_gemma":0.000022175936,"threshold_uncertainty_score":0.38420898},"labels":[],"label_agreement":null},{"id":"W7098151362","doi":"","title":"The Generation and Management of Hazardous Wastes and Transboundary Hazardous Waste Shipments between Mexico, Canada and the United States, 1990–2000 Contributors:","year":2015,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hazardous waste; Household hazardous waste; Toxic waste; Municipal solid waste; Cleaner production; Waste treatment; Chemical industry","score_opus":0.02892174004124492,"score_gpt":0.269822311872114,"score_spread":0.24090057183086905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098151362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97585183,0.0010994645,0.0007850723,0.016328273,0.00020765876,0.00096521626,0.000035990935,0.000026512746,0.0046999976],"genre_scores_gemma":[0.9893838,0.005995055,0.000097672666,0.00052233913,0.00007558795,0.000024736963,0.000038515365,0.0000073423325,0.003854922],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998321,0.0003850571,0.00028689113,0.00019543125,0.0005703036,0.00024133913],"domain_scores_gemma":[0.9993214,0.00016226934,0.0000939615,0.00015681713,0.0001011706,0.00016435374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018553266,0.00011858841,0.00018180096,0.000046163746,0.0007437948,0.00030675068,0.00015902237,0.00003771238,0.000014463679],"category_scores_gemma":[0.00003126534,0.00006838537,0.000018789951,0.00017975108,0.0006106612,0.0001126043,0.000080806996,0.000064432716,6.941941e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007482961,0.00015387169,0.05733268,0.00022938606,0.0020106435,0.000037165122,0.15637738,0.0013056841,0.000031992808,0.24734212,0.19543312,0.33899763],"study_design_scores_gemma":[0.0042959065,0.000091335976,0.013215232,0.000029390692,0.00020877254,0.0000010668564,0.08630716,0.0030915062,0.00004726844,0.0031261798,0.88931715,0.00026902798],"about_ca_topic_score_codex":0.5821043,"about_ca_topic_score_gemma":0.75883055,"teacher_disagreement_score":0.693884,"about_ca_system_score_codex":0.00012796199,"about_ca_system_score_gemma":0.000151831,"threshold_uncertainty_score":0.57207435},"labels":[],"label_agreement":null},{"id":"W7099210862","doi":"","title":"Perceptions and experiences of environmental health risks among new","year":2013,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Perception; Coping (psychology); Focus group; Risk perception; Health risk; Risk communication","score_opus":0.0372707042813048,"score_gpt":0.33748727204414625,"score_spread":0.30021656776284145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099210862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662669,0.000039285096,0.0003325193,0.0015537817,0.000055146822,0.00022097222,4.7325113e-7,0.000024259632,0.031506684],"genre_scores_gemma":[0.98437244,0.00077577616,0.00079231185,0.00028056407,0.00003814014,0.00001836164,7.628429e-7,0.000002022368,0.013719621],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994707,0.000052437055,0.00010561726,0.00009820328,0.00014955323,0.00012347563],"domain_scores_gemma":[0.9997385,0.000009228282,0.000037308655,0.000060877308,0.0000033380206,0.00015075185],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012426513,0.000038755647,0.00006456845,0.000030340954,0.00022800846,0.000033349785,0.00006660417,0.000021045584,0.023199081],"category_scores_gemma":[0.0000051689753,0.000033039985,0.000019955372,0.000042381896,0.00032879814,0.00020730335,0.00002951216,0.000024824456,0.000111820795],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.017241e-7,0.00005772766,0.034986798,0.000003084438,0.0000052211285,6.16218e-8,0.7827269,0.0000012467094,0.00013824136,0.0041569066,0.023285287,0.15463786],"study_design_scores_gemma":[0.000053172265,0.000022598688,0.4355768,0.000001846872,0.0000010841469,4.0531887e-8,0.5562076,0.000015084449,0.0000030334436,0.0001528941,0.007930091,0.000035735673],"about_ca_topic_score_codex":0.046720073,"about_ca_topic_score_gemma":0.0024419508,"teacher_disagreement_score":0.40059,"about_ca_system_score_codex":0.000029056064,"about_ca_system_score_gemma":0.000023023953,"threshold_uncertainty_score":0.97769386},"labels":[],"label_agreement":null},{"id":"W7099757753","doi":"","title":"1. THE EVIDENCE AGENDA – 15 Chapter 1 The Evidence Agenda","year":2013,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Public policy; Public health; Government (linguistics)","score_opus":0.16860949560663296,"score_gpt":0.38155324242052124,"score_spread":0.21294374681388828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099757753","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04543004,0.0029116126,0.001900921,0.3904336,0.0017012963,0.0021569894,7.711609e-7,0.00034783094,0.55511695],"genre_scores_gemma":[0.8447309,0.010087538,0.000118571574,0.006832724,0.00021995626,0.00009212959,1.1822173e-7,0.000006489613,0.13791154],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984263,0.0002539609,0.00017836783,0.00022661216,0.0005625635,0.00035218237],"domain_scores_gemma":[0.9987769,0.00052709563,0.0000657806,0.0004343153,0.00011524272,0.00008063604],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016579769,0.000099085635,0.00007320966,0.000021351938,0.0016415608,0.00055619073,0.00082536327,0.00003947102,0.015424744],"category_scores_gemma":[0.0004664971,0.00004792882,0.00008274581,0.00017102802,0.00048014338,0.00067697564,0.00016815963,0.00011072128,0.006742028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060934995,0.000016175063,0.000846395,0.000005556073,0.000021901984,0.0000019955148,0.023969462,0.000008553397,0.00028179097,0.16194904,0.5716062,0.24128681],"study_design_scores_gemma":[0.00003159225,0.000018936933,0.016635614,0.000035618614,0.000010188794,2.921954e-7,0.0137364855,0.000109214314,0.000019242763,0.0018501404,0.9674447,0.00010792922],"about_ca_topic_score_codex":0.011629075,"about_ca_topic_score_gemma":0.00913501,"teacher_disagreement_score":0.7993009,"about_ca_system_score_codex":0.00005521334,"about_ca_system_score_gemma":0.000043984903,"threshold_uncertainty_score":0.99965817},"labels":[],"label_agreement":null},{"id":"W7100515979","doi":"","title":"Acquisitions and Acquisitions et","year":2014,"lang":"en","type":"article","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Legislation; Reproduction; Order (exchange); Control (management)","score_opus":0.014281393235420931,"score_gpt":0.34802028672716984,"score_spread":0.3337388934917489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100515979","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014811281,0.000007327359,0.019543903,0.02325217,0.000078117155,0.000078907724,0.0000011923006,0.00011602442,0.9421111],"genre_scores_gemma":[0.9605983,0.0001916993,0.001452076,0.006730986,0.00008810635,0.00000987056,0.0000032974324,0.0000025115253,0.030923182],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999596,0.00008811202,0.000046891844,0.00008061846,0.000094987234,0.000093409486],"domain_scores_gemma":[0.99980277,0.000033322944,0.000009760282,0.00006670958,0.00001986687,0.000067590874],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033054204,0.000028790266,0.0000342649,0.000034359386,0.00036220843,0.000072833835,0.00004569527,0.000021038408,0.0037609863],"category_scores_gemma":[0.000024448704,0.000026465708,0.000015907044,0.000070778384,0.00009434482,0.00011761035,0.00002429884,0.000022426972,0.0002925442],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.2622032e-7,0.000012693448,0.00012287097,6.855043e-7,0.0000017580267,7.870204e-8,0.0032720622,0.0000019188765,0.000028858876,0.9608841,0.029556863,0.006117793],"study_design_scores_gemma":[0.00007755617,0.000010182595,0.013776168,0.0000020070208,0.0000046524447,1.4175446e-7,0.003870361,0.00008103543,0.0000021139203,0.014049272,0.96807545,0.000051060408],"about_ca_topic_score_codex":0.0006808233,"about_ca_topic_score_gemma":0.0022359572,"teacher_disagreement_score":0.9468348,"about_ca_system_score_codex":0.000011073138,"about_ca_system_score_gemma":0.000009007786,"threshold_uncertainty_score":0.9971497},"labels":[],"label_agreement":null},{"id":"W7102393396","doi":"10.1016/j.erss.2025.104425","title":"Anatomy of a unicorn: How systemic program management delivered a nuclear power plant on time and on budget","year":2025,"lang":"en","type":"article","venue":"Energy Research & Social Science","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Orchestration; Nuclear power; Nuclear power plant; Nuclear plant; Energy (signal processing); Nuclear industry; Element (criminal law); Research program","score_opus":0.02481812996686311,"score_gpt":0.38633701941992493,"score_spread":0.3615188894530618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7102393396","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21976404,0.00005484396,0.000014824577,0.007871876,0.00018328066,0.00084190175,0.000012484317,0.00013672479,0.77112],"genre_scores_gemma":[0.9865022,0.00047816252,0.000094890274,0.00024876985,0.00003819234,0.00005387337,0.0000018881169,0.000006378384,0.012575675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99673176,0.0004508338,0.00014026447,0.0004444211,0.0016288057,0.0006039147],"domain_scores_gemma":[0.9992667,0.00008841214,0.00005491869,0.00020908269,0.0002183652,0.00016255719],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029504697,0.000100515674,0.00016023831,0.00049889064,0.0016511098,0.00030562445,0.0007208513,0.00007183677,0.00010340668],"category_scores_gemma":[0.00012686355,0.00009027989,0.000048890393,0.001958695,0.0020514762,0.00016419525,0.00035367304,0.00016486867,0.000030042103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006942627,0.00018214891,0.000033075205,0.000017665767,0.000019351834,0.000010425022,0.0041247006,0.0000029370453,0.00050881837,0.9213842,0.012245913,0.061401304],"study_design_scores_gemma":[0.00077883876,0.0006076669,0.0073684147,0.0002923828,0.00001441105,5.055665e-7,0.029856788,0.0005165223,0.00009339898,0.0025583738,0.95763516,0.00027751323],"about_ca_topic_score_codex":0.0011885294,"about_ca_topic_score_gemma":0.00019450083,"teacher_disagreement_score":0.9453893,"about_ca_system_score_codex":0.00041003214,"about_ca_system_score_gemma":0.00019912462,"threshold_uncertainty_score":0.99964863},"labels":[],"label_agreement":null},{"id":"W7104274004","doi":"10.71781/1893","title":"La théorie de l’acceptation des risques en quête de sens : exonérer, imputer, harmoniser","year":2024,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poison control; Context (archaeology); Tort; Civil code","score_opus":0.008280894226700867,"score_gpt":0.22408997110513856,"score_spread":0.2158090768784377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104274004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7727193,0.0106194,0.0025474154,0.0027982313,0.0023817401,0.0005635998,0.00005626969,0.0003840616,0.20792995],"genre_scores_gemma":[0.79078585,0.015913274,0.0032736005,0.00019560267,0.0007920445,0.000056967157,0.00025004652,0.00005175754,0.18868089],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99653244,0.00083122664,0.00042458414,0.0007128332,0.00077103166,0.0007278777],"domain_scores_gemma":[0.9985018,0.00020243801,0.00027411,0.00028102548,0.0002588538,0.000481822],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008321844,0.00048721305,0.0003627682,0.00037467896,0.007447704,0.00031629123,0.00051261147,0.0007349125,0.00028140025],"category_scores_gemma":[0.00007393712,0.00057978166,0.00043723066,0.000530505,0.0007108043,0.0007230027,0.00018579944,0.0006346759,0.00032997355],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033817047,0.00034140312,0.0071771825,0.0005458273,0.00069887406,0.0027924879,0.6633534,0.0040839296,0.006480261,0.23572917,0.009104973,0.06935434],"study_design_scores_gemma":[0.00082148757,0.00011893208,0.06277598,0.0006155076,0.0011171516,0.0002764036,0.42708078,0.005802636,0.0015472587,0.010767206,0.48808157,0.0009950757],"about_ca_topic_score_codex":0.10320219,"about_ca_topic_score_gemma":0.04348562,"teacher_disagreement_score":0.4789766,"about_ca_system_score_codex":0.0138472365,"about_ca_system_score_gemma":0.0025032505,"threshold_uncertainty_score":0.9996654},"labels":[],"label_agreement":null},{"id":"W7107868061","doi":"10.1080/02692171.2025.2576385","title":"Risk, uncertainty, and democracy","year":2025,"lang":"en","type":"article","venue":"International Review of Applied Economics","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Democracy; Power (physics); Risk management; Social democracy; Financial risk","score_opus":0.011218922339633319,"score_gpt":0.3189824851469129,"score_spread":0.30776356280727957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7107868061","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04037861,0.0015358335,0.00038367833,0.011097787,0.00035328796,0.00032314434,0.000010538916,0.000017822536,0.9458993],"genre_scores_gemma":[0.42936528,0.5634299,0.00078814855,0.004090174,0.00006666438,0.000022463675,0.000009632328,0.0000031015074,0.002224647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995529,0.000016049495,0.00020808839,0.00010975979,0.000052504503,0.00006067459],"domain_scores_gemma":[0.9996824,0.00005948103,0.00011949955,0.00007565617,0.000038240243,0.00002469989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005280867,0.000043103246,0.00011242025,0.00004992983,0.00008165729,0.000021164231,0.00017382912,0.000020689899,0.00043348657],"category_scores_gemma":[0.00007565818,0.000044301763,0.00003786177,0.00004290879,0.000086166525,0.00004852061,0.000062189356,0.000041095453,0.000034407858],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045230017,0.000010210511,0.0004115746,0.00010524453,0.000028847233,2.4730737e-8,0.00016309503,0.000051981016,8.662265e-7,0.80097866,0.006130764,0.19211422],"study_design_scores_gemma":[0.00010762967,0.0000018888804,0.0025882581,0.00020138767,0.000017409016,3.6598582e-8,0.00026494206,0.000102673184,0.0000037676375,0.05120659,0.9454619,0.000043502696],"about_ca_topic_score_codex":0.00026187365,"about_ca_topic_score_gemma":0.0002575361,"teacher_disagreement_score":0.9436746,"about_ca_system_score_codex":0.00008174282,"about_ca_system_score_gemma":0.00004775323,"threshold_uncertainty_score":0.47463742},"labels":[],"label_agreement":null},{"id":"W7117130275","doi":"10.1021/acs.est.5c16333","title":"Escaping the Reductionistic Trap: A Systems-Based Approach to Environmental Risk Assessment","year":2025,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"HORIZON EUROPE Framework Programme; European Commission","keywords":"Reductionism; Risk assessment; Environmental risk assessment; Environmental impact assessment; Variety (cybernetics)","score_opus":0.009053572332686137,"score_gpt":0.28277617590690846,"score_spread":0.27372260357422235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117130275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7309966,0.0004112238,0.1225881,0.017694863,0.0017697437,0.0035514676,0.000035886358,0.00058267545,0.122369416],"genre_scores_gemma":[0.994613,0.00019111813,0.001987818,0.00043706462,0.000045924993,0.00030793366,0.0000036969277,0.000007730179,0.0024057114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975987,0.00018117986,0.00025449312,0.00063560676,0.00076122995,0.0005687597],"domain_scores_gemma":[0.99921477,0.000035928915,0.00010459826,0.00052233273,0.0000044885815,0.00011788579],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0017122346,0.00016146303,0.00015407252,0.000572864,0.003147686,0.00022884263,0.0011767001,0.00011193472,0.00015610522],"category_scores_gemma":[0.00005965233,0.00013331024,0.00005937747,0.0013334757,0.004023852,0.00018708217,0.00032591296,0.0002821177,0.00014854906],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060680788,0.0034243304,0.06888778,0.000041604148,0.00014661072,0.000011783433,0.01431184,0.049937345,0.105082154,0.4294878,0.008625104,0.31998298],"study_design_scores_gemma":[0.00077674736,0.00021059706,0.12526488,0.000043043427,0.00011586818,0.0000055661117,0.14225352,0.010246924,0.000924236,0.002578863,0.71692336,0.00065637036],"about_ca_topic_score_codex":0.00029082282,"about_ca_topic_score_gemma":0.000026990867,"teacher_disagreement_score":0.70829827,"about_ca_system_score_codex":0.0016572662,"about_ca_system_score_gemma":0.0001345261,"threshold_uncertainty_score":0.9986866},"labels":[],"label_agreement":null},{"id":"W7132905566","doi":"","title":"Ethical policy analysis in an age of risk, uncertainty, and futurity","year":2004,"lang":"","type":"dissertation","venue":"TSpace","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Utilitarianism; Argument (complex analysis); Policy analysis; Philosophical analysis; Public policy; Deontological ethics; Economic Justice; Consequentialism; Field (mathematics)","score_opus":0.028227653407052578,"score_gpt":0.43847077310875204,"score_spread":0.41024311970169947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132905566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850914,0.00013428794,0.00012542815,0.0035466314,0.0001637356,0.00042659315,0.000014345482,0.000026688045,0.010470926],"genre_scores_gemma":[0.9898322,0.006407719,0.00021423305,0.0001902661,0.00019230164,0.000014771651,0.00031278213,0.0000148144845,0.0028209141],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99638283,0.0011924104,0.0005565017,0.0006618785,0.00077252666,0.00043386125],"domain_scores_gemma":[0.99854785,0.0001379929,0.0004958501,0.0003720993,0.00015992342,0.0002862527],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019419376,0.00031395847,0.00077397074,0.001155252,0.00038721852,0.00013449996,0.00036787186,0.0009909067,0.00088361057],"category_scores_gemma":[0.00042638398,0.00033033593,0.00028397376,0.0030610873,0.00052587123,0.0001225807,0.00006913843,0.001127744,0.000012373522],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016809521,0.00038022816,0.015849719,0.00016737105,0.0003054206,0.000015020681,0.92024934,0.0043367166,0.00010522397,0.045443594,0.000041167546,0.012938085],"study_design_scores_gemma":[0.00062782253,0.000115477895,0.6128016,0.000065614295,0.00090464525,7.710627e-8,0.37668473,0.00051398645,0.000008460315,0.0048059425,0.0030617742,0.00040984282],"about_ca_topic_score_codex":0.41036415,"about_ca_topic_score_gemma":0.73597217,"teacher_disagreement_score":0.5969519,"about_ca_system_score_codex":0.00034127646,"about_ca_system_score_gemma":0.00046610084,"threshold_uncertainty_score":0.9999149},"labels":[],"label_agreement":null},{"id":"W7132981384","doi":"","title":"Burying nuclear waste, exposing nuclear authority: Canada&apos;s nuclear waste disposal concept and expert-lay discourse","year":2008,"lang":"","type":"dissertation","venue":"TSpace","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Resources Canada; International Atomic Energy Agency; Canadian Nuclear Safety Commission; University of Cambridge; Government of Canada; University of Oxford; Bruce Power; Nuclear Waste Management Organization","keywords":"Nuclear power; Legitimacy; Opposition (politics); Radioactive waste; Waste disposal; Accountability; Government (linguistics); Nuclear industry","score_opus":0.03202881977352079,"score_gpt":0.36903290452206927,"score_spread":0.3370040847485485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132981384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9461912,0.0012834074,0.00002511962,0.005739342,0.0043914677,0.0014277316,0.00003494175,0.00028409614,0.040622704],"genre_scores_gemma":[0.9495636,0.011182486,0.0005881024,0.001345259,0.0017750096,0.00002437839,0.00014567765,0.00037894005,0.0349965],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927099,0.0006043642,0.0010556405,0.001770895,0.0021679192,0.0016912845],"domain_scores_gemma":[0.99670863,0.00012768398,0.00089748524,0.000825763,0.00026716237,0.0011732783],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005505689,0.0011873707,0.0012469769,0.00030865203,0.005417864,0.0010121987,0.001043435,0.00078603544,0.0035748377],"category_scores_gemma":[0.00015511237,0.0013077024,0.00037429042,0.0007144206,0.0012551629,0.0008923963,0.0004028076,0.0011841516,0.00015702964],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029588357,0.00023888881,0.00002847228,0.00016691207,0.00024902658,0.00020671218,0.89632267,0.0001303212,0.0031113832,0.0086415615,0.068617366,0.021990774],"study_design_scores_gemma":[0.00077868963,0.00016844671,0.0002675714,0.00048456338,0.0001795023,0.000009979259,0.71910065,0.0016774826,0.000038429607,0.000015139707,0.27602753,0.0012520076],"about_ca_topic_score_codex":0.61549306,"about_ca_topic_score_gemma":0.36714166,"teacher_disagreement_score":0.24835137,"about_ca_system_score_codex":0.0010263156,"about_ca_system_score_gemma":0.00082861335,"threshold_uncertainty_score":0.99893725},"labels":[],"label_agreement":null},{"id":"W7133098502","doi":"","title":"Being Alive and at Risk: Building a Meshwork of Risk and Health Among Young Adults","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Conceptualization; Narrative; Context (archaeology); Scholarship; Trabecular meshwork; Typology; Consistency (knowledge bases); Perspective (graphical)","score_opus":0.013750829232004227,"score_gpt":0.36577848868751306,"score_spread":0.35202765945550885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133098502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826762,0.007360186,0.00017722402,0.0005150348,0.00107089,0.001008086,0.000022629478,0.00007255878,0.007097167],"genre_scores_gemma":[0.8596976,0.12844539,0.000602542,0.000039536404,0.00018087264,0.000029487623,0.00004155961,0.000039393894,0.010923636],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968105,0.00051486486,0.0005932034,0.00089010654,0.0006528549,0.0005384498],"domain_scores_gemma":[0.9980644,0.00017844109,0.0009947361,0.00024064844,0.00010715871,0.00041464096],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002056514,0.0004055322,0.00064083916,0.00030441044,0.0015633039,0.00022194572,0.00018728277,0.00030191266,0.0002613625],"category_scores_gemma":[0.00020553793,0.0004187805,0.00015350114,0.0005778094,0.0004040491,0.00017310417,0.00021258023,0.000528442,0.000021058351],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010467807,0.000030658106,0.067011565,0.0009218017,0.00014521617,0.000004839663,0.8953169,0.000027821703,0.00001552367,0.0025802539,0.0013969906,0.032443725],"study_design_scores_gemma":[0.00058424775,0.00016339283,0.35215127,0.0023775934,0.00048906077,0.0000011589976,0.63546574,0.0011927749,0.000019505753,0.0012635335,0.005777122,0.0005146058],"about_ca_topic_score_codex":0.18201128,"about_ca_topic_score_gemma":0.15858093,"teacher_disagreement_score":0.2851397,"about_ca_system_score_codex":0.00035368628,"about_ca_system_score_gemma":0.00014116187,"threshold_uncertainty_score":0.99982643},"labels":[],"label_agreement":null},{"id":"W7135449350","doi":"","title":"The impact of perceived risk on risk-reducing behaviours","year":2010,"lang":"en","type":"book-chapter","venue":"Research Portal (King's College London)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Risk perception; Perception; Affect (linguistics); Data collection; Quality (philosophy)","score_opus":0.05685229943045321,"score_gpt":0.40114127833032004,"score_spread":0.3442889788998668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135449350","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13211751,0.0002118835,0.0000035174367,0.00053011853,0.00060723565,0.002058395,0.00058515294,0.00009599935,0.8637902],"genre_scores_gemma":[0.53350246,0.011938204,0.00005441685,0.000018592526,0.0007082958,0.00006202286,0.000038150523,0.000093386465,0.4535845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99337804,0.0008144633,0.0007005969,0.0007732881,0.0031265956,0.0012070069],"domain_scores_gemma":[0.99547905,0.0013244967,0.0007413961,0.001104705,0.0008211169,0.0005292613],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0074406085,0.00045266584,0.00059306144,0.0007033885,0.0038899516,0.00030020007,0.0013371248,0.00069145975,0.006127927],"category_scores_gemma":[0.0014254323,0.0003337797,0.00083713426,0.00031780143,0.0018299789,0.0001801048,0.00034383562,0.0035274988,0.00041460592],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013789398,0.00083844515,0.011946467,0.00009046904,0.0016974205,0.00072802143,0.022877622,0.00016677189,0.0005206671,0.5518171,0.24991827,0.1580198],"study_design_scores_gemma":[0.0017726367,0.002544307,0.09110488,0.00083082163,0.00035752074,0.000009222003,0.009325034,0.000102547194,0.00006328339,0.02736006,0.86497957,0.0015501156],"about_ca_topic_score_codex":0.06581962,"about_ca_topic_score_gemma":0.04462581,"teacher_disagreement_score":0.6150613,"about_ca_system_score_codex":0.0005100796,"about_ca_system_score_gemma":0.0013112598,"threshold_uncertainty_score":0.9999114},"labels":[],"label_agreement":null},{"id":"W7138351119","doi":"10.1080/02722011.2025.2557806","title":"The Politics of Nuclear Waste Management and the Divergent Paths of the United States and Canada","year":2025,"lang":"en","type":"article","venue":"The American Review of Canadian Studies","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Nuclear power; Radioactive waste; Government (linguistics); State (computer science); Waste disposal","score_opus":0.01452776901285931,"score_gpt":0.2876474954746603,"score_spread":0.273119726461801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7138351119","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46333933,0.21383476,0.0000016323215,0.29536858,0.00034128883,0.0021057574,0.00008904638,0.000007816956,0.02491179],"genre_scores_gemma":[0.29657772,0.6956053,0.000007720118,0.0065898015,0.0000071522068,0.00001071653,3.5401825e-7,0.0000024377198,0.001198828],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893147,0.00038064786,0.00022740036,0.00007223843,0.00022421649,0.00016405125],"domain_scores_gemma":[0.9991288,0.00024295073,0.00021837014,0.0002470969,0.0001176202,0.00004512518],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00076368276,0.00006961155,0.0002545799,0.00005350959,0.0007521084,0.000009465551,0.0003259281,0.0000043351724,0.000005636384],"category_scores_gemma":[0.00013981125,0.000029005463,0.000043211247,0.0006038808,0.0029677595,0.000010029332,0.00018583056,0.000043709806,1.3987265e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016972675,0.0000104767405,0.002512233,0.0017570067,0.0010822174,0.0000011561507,0.024938848,0.000013504607,7.060302e-7,0.59365535,0.31415382,0.061857723],"study_design_scores_gemma":[0.00008456586,0.000009840182,0.011846325,0.0005008432,0.00018055717,6.476087e-8,0.14917561,0.000006402391,6.811716e-7,0.0008849739,0.83727396,0.00003617534],"about_ca_topic_score_codex":0.9808871,"about_ca_topic_score_gemma":0.98260343,"teacher_disagreement_score":0.59277034,"about_ca_system_score_codex":0.000084792664,"about_ca_system_score_gemma":0.00016222506,"threshold_uncertainty_score":0.9997456},"labels":[],"label_agreement":null},{"id":"W7140722472","doi":"10.54695/e.eh.097.0058","title":"Pragmatic regulatory design: The case of human pathogens and toxins regulations in Canada","year":2020,"lang":"","type":"article","venue":"Entreprises et histoire","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legislation; Human health; Project commissioning","score_opus":0.033719236331372165,"score_gpt":0.2728088871808942,"score_spread":0.23908965084952202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7140722472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96374226,0.0013657358,0.00043211182,0.025500903,0.00030088352,0.0011986098,0.000039824987,0.000029064648,0.007390633],"genre_scores_gemma":[0.9969694,0.00041394864,0.00018588665,0.0009857663,0.000052103376,0.000022161757,0.000004442976,0.000014415658,0.0013518492],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974909,0.0009357642,0.000563739,0.00039483423,0.00034084264,0.00027394202],"domain_scores_gemma":[0.99881655,0.000237404,0.0003095631,0.0003692107,0.000058198177,0.00020904708],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000639297,0.00018263562,0.0002933573,0.00005883351,0.0009629575,0.000045642515,0.00023209133,0.0000633162,0.001148252],"category_scores_gemma":[0.00022850643,0.00016490555,0.00006933027,0.00041764346,0.00055466726,0.00014522513,0.00014935467,0.0001894831,0.0000058770124],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006637363,0.00037519122,0.009311604,0.0004730953,0.0001574399,0.0020333573,0.6922081,0.010216911,0.0018802831,0.057723578,0.08188884,0.1436652],"study_design_scores_gemma":[0.0028321848,0.00033104603,0.0945759,0.0004507322,0.00061802473,0.00008695898,0.653258,0.01698224,0.00014808956,0.0039056109,0.22523102,0.0015801803],"about_ca_topic_score_codex":0.72171354,"about_ca_topic_score_gemma":0.9560862,"teacher_disagreement_score":0.23437272,"about_ca_system_score_codex":0.0007449713,"about_ca_system_score_gemma":0.0010000621,"threshold_uncertainty_score":0.99976486},"labels":[],"label_agreement":null},{"id":"W7143964956","doi":"10.70675/9243232ez184dz4d1azaa3ez99b0ca94217b","title":"Vivre avec les industries ? De la maîtrise de l’urbanisation à l’éducation aux risques : cas de Vitry-sur-Seine (France) et de Montréal-Est (Québec)","year":2014,"lang":"","type":"dissertation","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Risk prevention; Synchronizer","score_opus":0.021653060042603794,"score_gpt":0.3404034418654782,"score_spread":0.3187503818228744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7143964956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8279337,0.0012973335,0.027935313,0.011134086,0.00073995686,0.0014325484,0.000027155364,0.00045065928,0.12904921],"genre_scores_gemma":[0.8420085,0.01595404,0.0011891669,0.0016614415,0.00079100055,0.00032520757,0.0004201122,0.00009533855,0.13755521],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934993,0.0025582374,0.0010085648,0.00088948826,0.0008939187,0.0011504872],"domain_scores_gemma":[0.9968019,0.00069159304,0.0008467066,0.00052432093,0.0005723271,0.0005631692],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047851116,0.00075216684,0.000677864,0.00044119317,0.0021020868,0.0008235185,0.0006967756,0.0016293967,0.0032749658],"category_scores_gemma":[0.0016208476,0.0008060388,0.00031253562,0.00074333616,0.00048252704,0.0006808736,0.00007675557,0.0010949264,0.00021644558],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00026928104,0.0010122192,0.05102469,0.0004650166,0.00027726224,0.000022385933,0.603643,0.003347049,0.001500651,0.027593847,0.10542813,0.20541649],"study_design_scores_gemma":[0.0010230668,0.00019599414,0.2584093,0.00033409987,0.0005234842,0.000010005455,0.14140311,0.00609974,0.0013552656,0.003144478,0.5862928,0.0012086866],"about_ca_topic_score_codex":0.74102443,"about_ca_topic_score_gemma":0.6451457,"teacher_disagreement_score":0.48086464,"about_ca_system_score_codex":0.003923077,"about_ca_system_score_gemma":0.0076801153,"threshold_uncertainty_score":0.9999007},"labels":[],"label_agreement":null},{"id":"W7152950852","doi":"","title":"Mapping Political Coalitions in the Public Debate on Small Modular Reactors in Argentina and Canada","year":2025,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Opposition (politics); Politics; Modular design; Framing (construction); Stakeholder; Polarization (electrochemistry); Discourse analysis","score_opus":0.015360160149054293,"score_gpt":0.19381024560677682,"score_spread":0.17845008545772253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7152950852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9129752,0.0000065340314,0.00012318186,0.036621414,0.000053367647,0.00016603661,0.00001963232,0.000023449064,0.05001119],"genre_scores_gemma":[0.9900966,0.00009054262,0.00018374951,0.00063605397,0.0000072359635,4.032235e-8,0.000014293295,0.000001960168,0.008969511],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990937,0.00026704444,0.000063293024,0.00017426813,0.00015087897,0.00025078043],"domain_scores_gemma":[0.9996375,0.00009585606,0.000033215703,0.00012927002,0.000015744654,0.00008840323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017446432,0.00006753069,0.00011210522,0.0003613644,0.0003455351,0.00002536156,0.00036984248,0.00006099724,0.00015477059],"category_scores_gemma":[0.000012028954,0.000080635524,0.000036655998,0.00060822186,0.00023975474,0.00045961727,0.00014018556,0.00014263352,0.0000021655003],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007121876,0.00031001674,0.23005165,0.00006510976,0.0000518778,0.00045063294,0.15716524,0.000024108876,0.000021196996,0.6028152,0.0071992315,0.0017745254],"study_design_scores_gemma":[0.0003261665,0.0000074972563,0.13235116,0.00003025027,0.0000063991592,1.5356107e-7,0.7090661,0.0000331911,0.0000014184224,0.0010540282,0.15705276,0.00007089311],"about_ca_topic_score_codex":0.77061135,"about_ca_topic_score_gemma":0.9568105,"teacher_disagreement_score":0.60176116,"about_ca_system_score_codex":0.00020855405,"about_ca_system_score_gemma":0.0006064135,"threshold_uncertainty_score":0.32882214},"labels":[],"label_agreement":null},{"id":"W7161976927","doi":"10.82308/17035","title":"Risk communication of environmental contaminants in Indigenous traditional food sources in northern Canada: A systematic review","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk communication; Indigenous; Sexual assault; Poison control","score_opus":0.01540120991456454,"score_gpt":0.255507420029576,"score_spread":0.24010621011501146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161976927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966288,0.020190222,6.454671e-7,0.00012704772,0.00012154311,0.0030051298,0.00018527606,0.000011042135,0.010071138],"genre_scores_gemma":[0.94970334,0.045264456,0.000008045987,0.00010999436,0.0000052663404,0.00042311507,0.0009708839,0.0000104036,0.0035045252],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99761444,0.00081756467,0.00062024227,0.0001571762,0.00064112275,0.00014947235],"domain_scores_gemma":[0.9991183,0.000103422186,0.0005277204,0.00020334794,0.000012590185,0.000034582645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000980553,0.00011709404,0.00045027782,0.00013417783,0.00021280829,0.000010481091,0.000365127,0.00006475581,0.0011814283],"category_scores_gemma":[0.00006823801,0.000118449,0.00006195291,0.00018377835,0.000038302453,0.000058953927,0.00002002789,0.00021364125,0.000004551115],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008323308,0.0023075982,0.11338879,0.20269127,0.000461694,0.000028144541,0.6647365,0.00011386035,0.000008541723,0.0054212087,0.0017601412,0.008998984],"study_design_scores_gemma":[0.0006504497,0.00012420908,0.5081702,0.026848128,0.00032645636,7.1481e-7,0.4601174,0.000007554292,0.0000023589437,0.0002988237,0.0029352328,0.00051845575],"about_ca_topic_score_codex":0.8283589,"about_ca_topic_score_gemma":0.99948084,"teacher_disagreement_score":0.3947814,"about_ca_system_score_codex":0.0011300471,"about_ca_system_score_gemma":0.00048998604,"threshold_uncertainty_score":0.9997316},"labels":[],"label_agreement":null},{"id":"W7164890489","doi":"10.1080/17153379.2020.12559596","title":"Food Safety After Fukushima: Scientific Citizenship and the Politics of Risk.","year":2020,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citizenship; Politics; Food safety; Workplace safety","score_opus":0.02097592529737851,"score_gpt":0.2503876430922326,"score_spread":0.2294117177948541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164890489","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.070353016,0.0007016574,0.0010158023,0.012947144,0.00056504837,0.0005819182,0.00011419046,0.00010926317,0.91361195],"genre_scores_gemma":[0.99790275,0.00034332083,0.00016410516,0.000059534228,0.00014127829,0.00001112257,0.000002784957,0.0000067563037,0.0013683405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99873555,0.00029554058,0.00018434945,0.00021285129,0.00034275223,0.0002289581],"domain_scores_gemma":[0.99938923,0.00015600455,0.00008272008,0.00016813363,0.000059406313,0.00014452764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095491036,0.000078254685,0.00013942002,0.000036980557,0.0006210523,0.00012335206,0.0001685069,0.000042700594,0.00038150267],"category_scores_gemma":[0.00030239427,0.000056853503,0.000075462645,0.00028043267,0.001634367,0.000055369903,0.000078740035,0.000097647775,0.000059988037],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028403118,0.000032445943,0.004706759,0.00004859753,0.00006746976,0.000002298565,0.41723132,0.000010001436,0.000016064612,0.55740815,0.014365935,0.005826901],"study_design_scores_gemma":[0.0011500639,0.00006333313,0.0057966034,0.00001395397,0.000074520096,2.7827903e-7,0.8778683,0.00013171777,0.000022993643,0.02356172,0.09113637,0.00018016537],"about_ca_topic_score_codex":0.000060170394,"about_ca_topic_score_gemma":0.00019089825,"teacher_disagreement_score":0.9275497,"about_ca_system_score_codex":0.000025123905,"about_ca_system_score_gemma":0.000042133,"threshold_uncertainty_score":0.60218936},"labels":[],"label_agreement":null}]}